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Forskningsprosjekter
Aktive forskningsprosjekter
Smerter og mentale plager: Frå ungdomstid til vaksen alder
Prosjektet vil bidra til å auka forståinga vår av dei langsiktige konsekvensane av tidleg oppstått samtidig smerte og psykiske plager.
Glykopatologi ved tørre auge
Ph.d.-prosjektet utforskar korleis mucinprotein og deira glykosylering held oppe ein stabil og sunn tårefilm, samtidig undersøker vi betydninga deira i utviklinga og progresjonen av tørre auge-sjukdom.
Avsluttede forskningsprosjekter
Kartlegging av omfanget av hatefulle ytringer om muslimer på norske sosiale medier
Ved hjelp av en kunnskapsoppsummering og analyser basert på store data kartlegger prosjektet hatefulle ytringer mot muslimer på norske sosiale medier.
Teknologi og kunnskapsoverføring basert på samarbeid mellom Tsjekkia og Norge
Dette samarbeidsprosjektet mellom OsloMet og universitetet Hradec Králové i Tsjekkia vil utveksle erfaringer med teknologi- og kunnskapsoverføring.
AI-Mind
Prosjektet har som mål å redusere utfordringene ved demens med å utvikle nye diagnostiserende verktøy og forbedre effektiviteten i helsesystemet.
Kunstig intelligens - et nytt verktøy innen assistert reproduksjonsteknologi
Prosjektet har som mål å forbedre metodene for å velge ut sædceller og embryo, og dermed øke sjansen for graviditet og levendefødte barn.
Smart utvikling av nano-antibiotika
Dette prosjektet handler om legemiddelutvikling av nye antibakterielle stoffer, såkalte bakteriosiner, ved bruk av nanoteknologi og kunstig intelligens.
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner (268)
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis; Westeng, Kjetil (2026). Automated depth alignment of well logs using unsupervised machine learning and change-point detection. Results in Engineering (RINENG). Vol. 32. s. 1-17
- Sengupta, Poushali; Khadka, Rabindra; Maharjan, Sabita; Eliassen, Frank; Pandey, Shashi Raj; Zhang, Yan; Lind, Pedro; Yazidi, Anis (2026). Explainability of Complex AI Models with Correlation Impact Ratio. IEEE Transactions on Artificial Intelligence (TAI). s. 1-14
- Gorosito, Martin; Yazidi, Anis; Hermansen, Åsmund; Berg, Bjørnar; Øiestad, Britt Elin; Grotle, Margreth; Richardsen, Kåre Rønn; Haugerud, Hårek (2026). Exploring risk factors for long-term sickness absence during emerging adulthood: Continuous and discrete time models using Young-HUNT data on psychological distress and chronic pain. International Journal of Medical Informatics. Vol. 219
- Yazidi, Anis; Pinto-Orellana, Marco Antonio; Djenouri, Youcef (2026). Online Sensor Grouping via Multi-Agent Learning Automata: An Ising Model Perspective. Amato, Chris; Dennis, Louise; Mascardi, Viviana; Thangaragah, John (Red.). AAMAS 2026: Proceedings of the 2026 International Conference on Autonomous Agents and Multiagent Systems. The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
- Szczepanski, Tomasz Szymon; Nilsen, Kristian Bernhard; Dunker, Øystein; Reiner, Andrew Henry; Sand, Trond Halfdan; Tannemaat, Martijn; Yazidi, Anis; Bach, Kerstin; Zwart, John Anker Henrik; Jabre, Joe; Omland, Petter Moe (2026). Improving Indirect Methods for Calculating Reference Limits for Nerve Conduction Studies From Historical Data. Muscle and Nerve. Vol. 74. s. 328-338
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis; Westeng, Kjetil (2026). Semi-automated bed boundary detection and log alignment using fast Walsh–Hadamard transform. Frontiers in Earth Science. Vol. 14
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis; Westeng, Kjetil (2026). Attention-Driven Convolutional Neural Network for Automated Well Log Depth Alignment. Results in Engineering (RINENG). Vol. 30. s. 109901-109901
- Mathema, Rujeena; Nav, Shamimeh Mohajeri; Bhandari, Shailendra; Regmi, Manoj; Lind, Pedro; Yazidi, Anis; Silva, Pedro Rego Lencastre e (2026). Comprehensive dataset of features describing eye-gaze dynamics across multiple tasks. Scientific Data
- Kasahara, Yuri; Schroeder, Daniel Thilo; Yazidi, Anis; Lind, Pedro G. (2026). The Dynamics of Hate Speech: Assessing Anti-Muslim Hate Speech in Norwegian Social Media. Social science computer review
- Zhou, Hao; Xu, Wentao; Zhang, Xuan; Yazidi, Anis; Yu, Ke (2026). Temporal Conditional Score Network for Multivariate Time Series Anomaly Detection. IEEE Internet of Things Journal. Vol. 13. s. 28165-28180
- Bhandari, Shailendra; Szorkovszky, Alex; Yazidi, Anis; Lind, Pedro (2026). Evolutionary foraging in grids: Intermittent search dynamics emerge in finite, depletable landscapes. arXiv
- Basnet, Laxman; Szorkovszky, Alex; Lind, Pedro; Yazidi, Anis; Bhandari, Shailendra (2026). Diffusion models for eye-gaze trajectory generation using position and velocity representations. arXiv
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis; Westeng, Kjetil (2025). Deep Hierarchical Graph Correlation: A Two-Stage Approach to Well-Log Alignment Using CNNs and Dynamic Programming. Journal of Marine Science and Engineering (JMSE). Vol. 14. s. 66-66
- Presacan, Oriana; Ojha, Jaya; Yazidi, Anis; Monteiro, Eric; Lind, Pedro G. (2025). A Comprehensive Review of Explainable AI in Deep Learning Algorithms for EEG Analysis. ACM Transactions on Computing for Healthcare (HEALTH)
- Gorosito, Martin; Berg, Bjørnar; Yazidi, Anis; Hermansen, Åsmund; Øiestad, Britt Elin; Grotle, Margreth; Richardsen, Kåre Rønn; Haugerud, Hårek (2025). Disability pension during emerging adulthood: Insights from the young-HUNT study on psychological distress, chronic pain, and policy reform. International Journal of Medical Informatics. Vol. 207
- Belhadi, Asma; Yazidi, Anis; Lind, Pedro; Djenouri, Youcef (2025). EEG Data Classification: Review and Taxonomy. ACM Transactions on Computing for Healthcare (HEALTH). Vol. 6. s. 1-29
- Gorosito, Martin; Haugerud, Hårek; Berg, Bjørnar; Yazidi, Anis; Øiestad, Britt Elin; Sivertsen, Børge; Grotle, Margreth; Richardsen, Kåre Rønn (2025). Chronic pain, psychological distress, and their co-occurrence in Norwegian young adults: Insights from machine learning and explainable AI. International Journal of Medical Informatics. Vol. 205
- Djenouri, Youcef; Belmecheri, Nassim; Michalak, Tomasz; Dubiński, Jan; Belbachir, Nabil; Yazidi, Anis (2025). Learning Graph Representation of Agent Diffusers. y Das, Sanmay; Nowé, Ann; Vorobeychik, Yevgeniy (Red.). AAMAS '25: Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Association for Computing Machinery (ACM)
- Belhadi, Asma; Lind, Pedro; Djenouri, Youcef; Yazidi, Anis (2025). Enhanced visibility graph for EEG classification. Frontiers in Neuroscience. Vol. 19
- Ojha, Jaya; Presacan, Oriana; Lind, Pedro G.; Monteiro, Eric; Yazidi, Anis (2025). Navigating Uncertainty: A User-Perspective Survey of Trustworthiness of AI in Healthcare. ACM Transactions on Computing for Healthcare (HEALTH). Vol. 6
- Krejcar, Ondrej; Yazidi, Anis; Agarwal, Gaurav; Namazi, Hamidreza (2025). COMPLEXITY-BASED ANALYSIS OF THE VARIATIONS IN BRAIN ACTIVITY IN SHORT DEEP BREATHING. Fractals. Vol. 33
- Khadka, Rabindra; Sengupta, Poushali; Lind, Pedro; Yazidi, Anis (2025). Quantization of Vision Transformer-Based Model for Real-Time EEG Classification. Azab, Abdulrahman; Malki, Tomasz (Red.). Nordic e-Infrastructure Tomorrow 6th Nordic e-Infrastructure Collaboration Conference NeIC 2024, Tallinn, Estonia, May 27–29, 2024 Proceedings. Springer Nature
- Silva, Pedro Rego Lencastre e; Bystrik, Yurii; Yazidi, Anis; Denysov, Sergiy; Lind, Pedro (2025). Dynamical law behind eye movements: Distinguishing between Levy and intermittent strategies. Physical Review Research (PRResearch). Vol. 7
- Belhadi, Asma; Djenouri, Youcef; Lind, Pedro; Yazidi, Anis (2025). Hybrid Visibility Graph and Long Short Term Memory for Schizophrenia Detection. Proceedings of the International Joint Conference on Neural Networks. s. 1-8
- Szczepanski, Tomasz Szymon; Omland, Petter Moe; Dunker, Øystein; Sand, Trond Halfdan; Tannemaat, Martijn; Reijntjes, Robert; Yazidi, Anis; Bach, Kerstin; Zwart, John Anker Henrik; Jabre, Joe; Nilsen, Kristian Bernhard (2025). Deriving reference limits from historical data – A comparison of four novel methods. Clinical Neurophysiology. Vol. 182
- Belaid, Mohamed-Bachir; Sharma, Jivitesh; Lei, Jiao; Granmo, Ole-Christoffer; Andersen, Per-Arne; Yazidi, Anis (2025). Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning. Walsh, Toby; Shah, Julie; Kolter, Zico (Red.). Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence. AAAI Press
- Khadka, Rabindra; Lind, Pedro; Yazidi, Anis; Belhadi, Asma (2025). DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications. SoftwareX. Vol. 30
- Bhandari, Shailendra; Silva, Pedro Rego Lencastre e; Mathema, Rujeena; Szorkovszky, Alexander; Yazidi, Anis; Lind, Pedro (2025). Modeling eye gaze velocity trajectories using GANs with spectral loss for enhanced fidelity. Scientific Reports. Vol. 15
- Elmisadr, Negar; Belaid, Mohamed-Bachir; Yazidi, Anis (2025). Stochastic and deterministic processes in Asymmetric Tsetlin Machine. Frontiers in Artificial Intelligence. Vol. 8
- Aryan, Ramtin; Yazidi, Anis; Bouhoula, Adel; Engelstad, Paal E. (2025). A formal technique for automatic resolution of OpenFlow anomalies. International Journal of Information Security. Vol. 24
- Jha, Debesh; Durak, Gorkem; Sharma, Vanshali; Keles, Elif; Cicek, Vedat; Zhang, Zheyuan; Srivastava, Abhishek; Rauniyar, Ashish; Hagos, Desta Haileselassie; Tomar, Nikhil Kumar; Miller, Frank H.; Topcu, Ahmet; Yazidi, Anis; Håkegård, Jan Erik; Bagci, Ulas (2025). A Conceptual Framework for Applying Ethical Principles of AI to Medical Practice. Bioengineering. Vol. 12
- Brathovde, Kristian; Djenouri, Youcef; Yazidi, Anis; Srivastava, Gautam (2024). Grouping Interesting Patterns for Understanding Customer Behaviors. IEEE Transactions on Computational Social Systems
- Gambin, Angel; Yazidi, Anis; Vasilakos, Athanasios; Haugerud, Hårek; Djenouri, Youcef (2024). Deepfakes: current and future trends. Artificial Intelligence Review. Vol. 57. s. 1-32
- Sahu, Geet; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2024). A Dual-Channel Dehaze-Net for Single Image Dehazing in Visual Internet of Things Using PYNQ-Z2 Board. IEEE Transactions on Automation Science and Engineering. Vol. 21. s. 305-319
- Upreti, Ramesh; Lind, Pedro; Elmokashfi, Ahmed Mustafa Abdalla; Yazidi, Anis (2024). Trustworthy machine learning in the context of security and privacy. International Journal of Information Security. Vol. 23
- Khan, Haroon; Khadka, Rabindra; Sultan, Malik Shahid; Yazidi, Anis; Ombao, Hernando; Mirtaheri, Peyman (2024). Unleashing the potential of fNIRS with machine learning: classification of fine anatomical movements to empower future brain-computer interface. Frontiers in Human Neuroscience. Vol. 18
- Jouini, Oumayma; Aoueileyine, Mohamed Ould-Elhassen; Sethom, Kaouthar; Yazidi, Anis (2024). Wheat Leaf Disease Detection: A Lightweight Approach with Shallow CNN Based Feature Refinement. AgriEngineering. Vol. 6. s. 2001-2022
- Ojha, Jaya; Haugerud, Hårek; Yazidi, Anis; Lind, Pedro (2024). Exploring Interpretable AI Methods for ECG Data Classification. for, Computing Mach Association (Red.). ICDAR 2024 Proceedings. Association for Computing Machinery (ACM)
- Silva, Pedro Rego Lencastre e; Yazidi, Anis; Lind, Pedro (2024). Modeling Wind-Speed Statistics beyond the Weibull Distribution. Energies. Vol. 17
- Tveter, Mats; Tveitstøl, Thomas; Hatlestad-Hall, Christoffer; Teseyra, Ana Silvina Pérez; Taubøll, Erik; Yazidi, Anis; Hammer, Hugo Lewi; Haraldsen, Ira Hebold (2024). Advancing EEG prediction with deep learning and uncertainty estimation. Brain Informatics. Vol. 11
- Karmous, Nader; Dhiab, Yassmine Ben; Aoueileyine, Mohamed Ould-Elhassen; Youssef, Neji; Bouallegue, Ridha; Yazidi, Anis (2024). Deep learning approaches for protecting IoT devices in smart homes from MitM attacks. Frontiers in Computer Science. Vol. 6
- Yazidi, Anis; Hammer, Hugo Lewi; Leslie, David S. (2024). A Two-Timescale Learning Automata Solution to the Nonlinear Stochastic Proportional Polling Problem. IEEE Transactions on Systems, Man & Cybernetics. Systems. Vol. 54. s. 7158-7169
- Khan, Mehak; Mello, Gustavo Borges Moreno e; Habib, Laurence; Engelstad, Paal; Yazidi, Anis (2024). HITS-based Propagation Paradigm for Graph Neural Networks. ACM Transactions on Knowledge Discovery from Data. Vol. 18. s. 1-23
- Abolghasemi, Roza; Viedma, Enrique Herrera; Engelstad, Paal E.; Djenouri, Youcef; Yazidi, Anis (2024). A graph neural approach for group recommendation system based on pairwise preferences. Information Fusion. Vol. 107
- Djenouri, Youcef; Belhadi, Asma; Srivastava, Gautam; Lin, Jerry Chun-Wei; Yazidi, Anis (2023). Interpretable intrusion detection for next generation of Internet of Things. Computer Communications. Vol. 203. s. 192-198
- Djenouri, Youcef; Yazidi, Anis; Srivastava, Gautam; Lin, Jerry Chun-Wei (2023). Blockchain: Applications, Challenges, and Opportunities in Consumer Electronics. IEEE Consumer Electronics Magazine. Vol. 13. s. 36-41
- Khan, Haroon; Qureshi, Nauman Khalid; Yazidi, Anis; Engell, Håvard; Mirtaheri, Peyman (2023). Single-leg stance on a challenging surface can enhance cortical activation in the right hemisphere – A case study. Heliyon. Vol. 9
- Belhadi, Asma; Holland, Jon-Olav; Yazidi, Anis; Srivastava, Gautam; Lin, Jerry Chun-Wei; Djenouri, Youcef (2023). BIoMT-ISeg: Blockchain internet of medical things for intelligent segmentation. Frontiers in Physiology. Vol. 13
- Aaby, Pernille; Biermann, Daniel; Yazidi, Anis; Mello, Gustavo Borges Moreno e; Palumbo, Fabrizio (2023). Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian. Bramer, Max; Stahl, Frederic (Red.). Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023. Springer
- Silva, Pedro Rego Lencastre e; Gjersdal, Marit Øye; Gorjão, Leonardo Rydin; Yazidi, Anis; Lind, Pedro (2023). Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?. Physica D : Non-linear phenomena. Vol. 453
- Djenouri, Youcef; Belbachir, Nabil; Michalak, Tomasz; Yazidi, Anis (2023). Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. Cho, Minsu; Ham, Bumsub (Red.). 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE (Institute of Electrical and Electronics Engineers)
- Khan, Mehak; Mello, Gustavo Borges Moreno e; Engelstad, Paal E.; Habib, Laurence; Yazidi, Anis (2023). HITS-GNN: A Simplified Propagation Scheme for Graph Neural Networks. Tsumoto, Shusaku; Ohsawa, Yukio; Chen, Lei; Poel, Dirk Van den; Hu, Xiaohua; Motomura, Yoichi (Red.). 2022 IEEE International Conference on Big Data. IEEE (Institute of Electrical and Electronics Engineers)
- Thunold, Håvard Horgen; Riegler, Michael; Yazidi, Anis; Hammer, Hugo Lewi (2023). A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering. Diagnostics (Basel). Vol. 13
- Glover, Tom Eivind; Lind, Pedro; Yazidi, Anis; Osipov, Evgeny; Nichele, Stefano (2023). Investigating Rules and Parameters of Reservoir Computing with Elementary Cellular Automata, with a Criticism of Rule 90 and the Five-Bit Memory Benchmark. Complex Systems. Vol. 32. s. 309-351
- Hassan, Ismail; Oommen, John; Yazidi, Anis (2023). Adaptive learning with artificial barriers yielding Nash equilibria in general games. Knowledge engineering review (Print). Vol. 38
- Aoueileyine, Mohamed Ould-Elhassen; Bennouri, Hajar; Berqia, Amine; Lind, Pedro; Haugerud, Hårek; Krejcar, Ondrej; Bouallegue, Ridha; Yazidi, Anis (2023). Quality of Monitoring Optimization in Underwater Sensor Networks through a Multiagent Diversity-Based Gradient Approach. Sensors. Vol. 23
- Aoueileyine, Mohamed Ould-Elhassen; Allani, Ramzi; Bouallegue, Ridha; Yazidi, Anis (2023). Coverage Strategy for Small-Cell UAV-Based Networks in IoT Environment. Sensors. Vol. 23
- Tveitstøl, Thomas; Tveter, Mats; Teseyra, Ana Silvina Pérez; Hatlestad-Hall, Christoffer; Yazidi, Anis; Hammer, Hugo Lewi; Haraldsen, Ira Hebold (2023). Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models. Frontiers in Neuroinformatics. Vol. 17
- Djenouri, Youcef; Belhadi, Asma; Yazidi, Anis; Srivastava, Gautam; Chatterjee, Pushpita; Lin, Jerry Chun-Wei (2023). An intelligent collaborative image-sensing system for disease detection. IEEE Sensors Journal. Vol. 23. s. 947-954
- Zouganeli, Evi; Yazidi, Anis; Mello, Gustavo Borges Moreno e; Lind, Pedro (2023). Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers. 130 s.. Springer Nature
- Karnati, Mohan; Seal, Ayan; Bhattacharjee, Debotosh; Yazidi, Anis; Krejcar, Ondrej (2023). Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey. IEEE Transactions on Instrumentation and Measurement. Vol. 72
- Zhang, Xuanyu; Zhou, Hao; Yu, Ke; Wu, Xiaofei; Yazidi, Anis (2023). Tsetlin Machine for Sentiment Analysis and Spam Review Detection in Chinese. Algorithms. Vol. 16
- Sharma, Krishna Kumar; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2023). S-Divergence-Based Internal Clustering Validation Index. International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI). Vol. 8. s. 127-139
- Fritsch, Lothar; Alzarqawee, Aws Naser Jaber; Yazidi, Anis (2023). An overview of artificial intelligence used in malware. Zouganeli, Evi; Yazidi, Anis; Mello, Gustavo Borges Moreno e; Lind, Pedro (Red.). Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers. Springer Nature
- Meng, Li; Goodwin, Morten; Yazidi, Anis; Engelstad, Paal E. (2023). Unsupervised State Representation Learning in Partially Observable Atari Games. Tsapatsoulis, Nicolas (Red.). Computer Analysis of Images and Patterns. CAIP 2023. Springer
- Zhou, Hao; Yu, Ke; Zhang, Xuan; Wu, Guanlin; Yazidi, Anis (2022). Contrastive autoencoder for anomaly detection in multivariate time series. Information Sciences. Vol. 610. s. 266-280
- Caceres, Veronica Alejandra Torres; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad (2022). Automated well log depth matching: Late fusion multimodal deep learning. Geophysical Prospecting. s. 1-28
- Karnati, Mohan; Seal, Ayan; Sahu, Geet; Yazidi, Anis; Krejcar, Ondrej (2022). A novel multi-scale based deep convolutional neural network for detecting COVID-19 from X-rays. Applied Soft Computing. Vol. 125
- Osnes, Idun; Yazidi, Anis; Jacobsen, Hans-Arno; Eliassen, Frank; Sartori, Sabrina (2022). Harnessing Task Usage Prediction and Latency Sensitivity for Scheduling Workloads in Wind-Powered Data Centers. Energies. Vol. 15
- Abolghasemi, Roza; Engelstad, Paal E.; Herrera-Viedma, Enrique; Yazidi, Anis (2022). A personality-aware group recommendation system based on pairwise preferences. Information Sciences. Vol. 595. s. 1-17
- Hassan, Ismail; Oommen, John B.; Yazidi, Anis (2022). Learning Automata with Artificial Reflecting Barriers in Games with Limited Information. Proceedings of the International Florida Artificial Intelligence Research Society Conference. Vol. 35
- Seal, Ayan; Bajpai, Rishabh; Karnati, Mohan; Agnihotri, Jagriti; Yazidi, Anis; Herrera-Viedma, Enrique; Krejcar, Ondrej (2022). Benchmarks for machine learning in depression discrimination using electroencephalography signals. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
- Caceres, Veronica Alejandra Torres; Duffaut, Kenneth; Yazidi, Anis; Westad, Frank Ove; Johansen, Yngve Bolstad (2022). Automated Well-Log Depth Matching - 1D Convolutional Neural Networks vs. Classic Cross Correlation. Petrophysics. Vol. 63. s. 12-34
- Aryan, Ramtin; Yazidi, Anis; Brattensborg, Frode Henriksen; Kure, Øivind; Engelstad, Paal E. (2022). SDN Spotlight: A real-time OpenFlow troubleshooting framework. Future Generation Computer Systems. Vol. 133. s. 364-377
- Karnati, Mohan; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2022). FLEPNet: Feature Level Ensemble Parallel Network for Facial Expression Recognition. IEEE Transactions on Affective Computing. Vol. 13. s. 2058-2070
- Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2022). Estimating Tukey depth using incremental quantile estimators. Pattern Recognition. Vol. 122
- Djenouri, Youcef; Belhadi, Asma; Yazidi, Anis; Srivastava, Gautam; Lin, Jerry Chun-Wei (2022). Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism. Expert Systems
- Palumbo, Fabrizio; Buji, Adam; Yazidi, Anis; Haugerud, Hårek (2022). Genetic Algorithms For Tightening Security. Ukjent, Ukjent (Red.). Proceedings of the 14th IFIP Wireless and Mobile Networking Conference. IEEE (Institute of Electrical and Electronics Engineers)
- Djenouri, Youcef; Srivastava, Gautam; Yazidi, Anis; Lin, Jerry Chun-Wei (2022). An edge-driven multi-agent optimization model for infectious disease detection. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 52. s. 14362-14373
- Haugerud, Hårek; Sobhie, Mohamad; Yazidi, Anis (2022). Tuning of Elasticsearch Configuration: Parameter Optimization Through Simultaneous Perturbation Stochastic Approximation. Frontiers in Big Data. Vol. 5
- Nguyen, Thu; Khadka, Rabindra; Phan, Nhan; Yazidi, Anis; Halvorsen, Pål; Hammer, Hugo Lewi; Riegler, Michael Alexander (2022). Combining datasets to improve model fitting. NN, NN (Red.). 2022 International Joint Conference on Neural Networks (IJCNN). IEEE (Institute of Electrical and Electronics Engineers)
- Karnati, Mohan; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2022). LieNet: A deep convolution neural Network framework for detecting deception. IEEE Transactions on Cognitive and Developmental Systems. Vol. 14. s. 971-984
- Fineide, Fredrik; Storås, Andrea; Chen, Xiangjun; Magnø, Morten Schjerven; Yazidi, Anis; Riegler, Michael; Utheim, Tor Paaske (2022). Predicting an unstable tear film through artificial intelligence. Scientific Reports. Vol. 12
- Abolghasemi, Roza; Khadka, Rabindra; Lind, Pedro; Engelstad, Paal E.; Viedma, Enrique Herrera; Yazidi, Anis (2022). Predicting missing pairwise preferences from similarity features in group decision making. Knowledge-Based Systems. Vol. 256
- Omslandseter, Rebekka Olsson; Jiao, Lei; Zhang, Xuan; Yazidi, Anis; Oommen, John (2022). The Hierarchical Discrete Pursuit Learning Automaton: A Novel Scheme with Fast Convergence and Epsilon-Optimality. IEEE Transactions on Neural Networks and Learning Systems. Vol. 35. s. 8278-8292
- Maratova, Assem; Lencastre, Pedro; Yazidi, Anis; Lind, Pedro (2022). Comparative Analysis of Functional Connectivity Metrics in EEG Datasets. IEEE Signal Processing in Medicine and Biology Symposium (SPMB)
- Omslandseter, Rebekka Olsson; Jiao, Lei; Zhang, Xuan; Yazidi, Anis; Oommen, John (2022). The Hierarchical Discrete Learning Automaton Suitable for Environments with Many Actions and High Accuracy Requirements. Lecture Notes in Computer Science (LNCS). Vol. 13151. s. 507-518
- Meng, Li; Yazidi, Anis; Goodwin, Morten; Engelstad, Paal (2022). Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples. Proceedings of the Northern Lights Deep Learning Workshop. Vol. 3
- Meng, Li; Goodwin, Morten; Yazidi, Anis; Engelstad, Paal (2022). Improving the Diversity of Bootstrapped DQN by Replacing Priors With Noise. IEEE Transactions on Games (TG). Vol. 15. s. 580-589
- Kashi, Meraj Mostam; Yazidi, Anis; Haugerud, Hårek (2022). Mitigating yo-yo attacks on cloud auto-scaling. IFIP Wireless and Mobile Networking Conference (WMNC)
- Silva, Pedro Rego Lencastre e; Bhurtel, Samip; Yazidi, Anis; Mello, Gustavo Borges Moreno e; Denysov, Sergiy; Lind, Pedro (2022). EyeT4Empathy: Dataset of foraging for visual information, gaze typing and empathy assessment. Scientific Data. Vol. 9
- Filho, Sidney Pontes; Olsen, Kristoffer; Yazidi, Anis; Riegler, Michael; Halvorsen, Pål; Nichele, Stefano (2022). Towards the Neuroevolution of Low-level artificial general intelligence. Frontiers in Robotics and AI. Vol. 9
- Sharma, Krishna Kumar; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2022). A New Adaptive Mixture Distance-Based Improved Density Peaks Clustering for Gearbox Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement. Vol. 71
- Hammer, Hugo Lewi; Yazidi, Anis; Riegler, Michael; Rue, Håvard (2022). Efficient quantile tracking using an oracle. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
- Soni, Surbhi; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (2022). Graphical representation learning-based approach for automatic classification of electroencephalogram signals in depression. Computers in Biology and Medicine. Vol. 145
- Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). An Analysis of Data Production Based on the Consistency of Decision Matrices. Lecture Notes in Networks and Systems. Vol. 307. s. 875-882
- Mohan, Karnati; Seal, Ayan; Krejcar, Ondrej; Yazidi, Anis (2021). FER-net: facial expression recognition using deep neural net. Neural Computing & Applications. Vol. 33. s. 9125-9136
- Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2021). Joint tracking of multiple quantiles through conditional quantiles. Information Sciences. Vol. 563. s. 40-58
- Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Uddin, Md Zia; Soylu, Ahmet (2021). On Converting Crisp Failure Possibility into Probability for Reliability of Complex Systems. Lecture Notes in Networks and Systems. Vol. 308. s. 622-629
- Glover, Tom Eivind; Lind, Pedro; Yazidi, Anis; Osipov, Evgeny; Nichele, Stefano (2021). The Dynamical Landscape of Reservoir Computing with Elementary Cellular Automata. Cejkova, Jitka; Holler, Silvia; Soros, Lisa; Witkowski, Olaf (Red.). ALIFE 2021: Proceedings of the Artificial Life Conference 2021. MIT Press
- Yazidi, Anis; Ivanovska, Magdalena; Zennaro, Fabio Massimo; Lind, Pedro; Viedma, Enrique Herrera (2021). A new decision making model based on Rank Centrality for GDM with fuzzy preference relations. European Journal of Operational Research. Vol. 297. s. 1030-1041
- Yazidi, Anis; Silvestre, Daniel; Oommen, John (2021). Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers. IEEE Transactions on Neural Networks and Learning Systems. Vol. 34. s. 650-661
- Haugerud, Hårek; Tran, Huy Nhut; Aitsaadi, Nadjib; Yazidi, Anis (2021). A dynamic and scalable parallel Network Intrusion Detection System using intelligent rule ordering and Network Function Virtualization. Future Generation Computer Systems. Vol. 124. s. 254-267
- Storås, Andrea; Strumke, Inga; Riegler, Michael Alexander; Grauslund, Jakob; Hammer, Hugo Lewi; Yazidi, Anis; Halvorsen, Pål; Gundersen, Kjell Gunnar; Utheim, Tor Paaske; Jackson, Catherine Joan (2021). Artificial intelligence in dry eye disease. The ocular surface. Vol. 23. s. 74-86
- Mofrad, Asieh Abolpour; Mofrad, Samaneh Abolpour; Yazidi, Anis; Parker, Matthew Geoffrey (2021). On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments. Neural Computation. Vol. 33. s. 2550-2577
- Seal, Ayan; Bajpai, Rishabh; Agnihotri, Jagriti; Yazidi, Anis; Herrera-Viedma, Enrique; Krejcar, Ondrej (2021). DeprNet: A Deep Convolution Neural Network Framework for Detecting Depression Using EEG. IEEE Transactions on Instrumentation and Measurement. Vol. 70
- Gupta, Ashish Kumar; Seal, Ayan; Khanna, Pritee; Yazidi, Anis; Krejcar, Ondrej (2021). Gated Contextual Features for Salient Object Detection. IEEE Transactions on Instrumentation and Measurement. Vol. 70
- Riegler, Michael Alexander; Stensen, Mette Haug; Witczak, Oliwia; Andersen, Jorunn Marie; Hicks, Steven; Hammer, Hugo Lewi; Delbarre, Erwan; Halvorsen, Pål; Yazidi, Anis; Holst, Nicolai; Haugen, Trine B. (2021). Artificial intelligence in the fertility clinic: status, pitfalls and possibilities. Human Reproduction. Vol. 36. s. 2429-2442
- Bårli, Eirik Molde; Yazidi, Anis; Viedma, Enrique Herrera; Haugerud, Hårek (2021). DoS and DDoS mitigation using Variational Autoencoders. Computer Networks. Vol. 199
- Mofrad, Asieh Abolpour; Yazidi, Anis; Mofrad, Samaneh Abolpour; Hammer, Hugo Lewi; Arntzen, Erik (2021). Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Computation. Vol. 33. s. 483-527
- Sharma, Krishna Kumar; Seal, Ayan; Yazidi, Anis; Selamat, Ali; Krejcar, Ondrej (2021). Clustering Uncertain Data Objects Using Jeffreys-Divergence and Maximum Bipartite Matching Based Similarity Measure. IEEE Access. Vol. 9. s. 79505-79519
- Khan, Haroon; Noori, Farzan Majeed; Yazidi, Anis; Uddin, Md Zia; Khan, M.N Afzal; Mirtaheri, Peyman (2021). Classification of Individual Finger Movements from Right Hand Using fNIRS Signals. Sensors. Vol. 21. s. 1-15
- Jha, Debesh; Yazidi, Anis; Riegler, Michael Alexander; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål (2021). LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification. Zhang, Yong; Xu, Yicheng; Tian, Hui (Red.). Parallel and Distributed Computing, Applications and Technologies: 21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings. Springer Nature
- Jain, Samir; Seal, Ayan; Ojha, Aparajita; Yazidi, Anis; Bures, Jan; Tacheci, Ilja; Krejcar, Ondrej (2021). A deep CNN model for anomaly detection and localization in wireless capsule endoscopy images. Computers in Biology and Medicine. Vol. 137
- Sahin, Bekir; Yazidi, Anis; Roman, Dumitru; Soylu, Ahmet (2021). Ontology-Based Fault Tree Analysis Algorithms in a Fuzzy Environment for Autonomous Ships. IEEE Access. Vol. 9. s. 1-18
- Khan, Haroon; Naseer, Noman; Yazidi, Anis; Eide, Per Kristian; Hassan, Wajahat; Mirtaheri, Peyman (2021). Analysis of Human Gait Using Hybrid EEG-fNIRS-Based BCI System: A Review. Frontiers in Human Neuroscience. Vol. 14. s. 1-29
- Yazidi, Anis; Mofrad, Asieh Abolpour; Goodwin, Morten; Hammer, Hugo Lewi; Arntzen, Erik (2020). Balanced difficulty task finder: an adaptive recommendation method for learning tasks based on the concept of state of flow. Cognitive Neurodynamics. Vol. 14. s. 675-687
- Upreti, Ramesh; Rauniyar, Ashish; Kunwar, Jeevan; Haugerud, Hårek; Engelstad, Paal E.; Yazidi, Anis (2020). Adaptive Pursuit Learning for Energy‐efficient Target Coverage in Wireless Sensor Networks. Concurrency and Computation: Practice and Experience
- Yazidi, Anis; Hassan, Ismail; Hammer, Hugo Lewi; Oommen, John (2020). Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm. IEEE Transactions on Neural Networks and Learning Systems. Vol. 32. s. 3444-3457
- Yazidi, Anis; Pinto-Orellana, Marco; Hammer, Hugo; Mirtaheri, Peyman; Herrera-Viedma, Enrique (2020). Solving Sensor Identification Problem Without Knowledge of the Ground Truth Using Replicator Dynamics. IEEE Transactions on Cybernetics. s. 1-9
- Yazidi, Anis; Hammer, Hugo; Samouylov, Konstantin (2020). Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth. IEEE Transactions on Cybernetics
- Mofrad, Asieh Abolpour; Yazidi, Anis; Hammer, Hugo Lewi; Arntzen, Erik (2020). Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Computation. Vol. 32. s. 912-968
- Zhang, Jianhua; Chen, Peng; Nichele, Stefano; Yazidi, Anis (2020). Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). IEEE (Institute of Electrical and Electronics Engineers)
- Aryan, Ramtin; Yazidi, Anis; Bouhoula, Adel; Engelstad, Paal E. (2020). Net Auto-Solver: A formal approach for automatic resolution of OpenFlow anomalies. Conference on Local Computer Networks
- Hagos, Desta Haileselassie; Løland, Martin V.; Yazidi, Anis; Kure, Øivind; Engelstad, Paal E. (2020). Advanced passive operating system fingerprinting using machine learning and deep learning. Proceedings - International Conference on Computer Communications and Networks (ICCCN). s. 1-11
- Haugerud, Hårek; Xue, Noha; Yazidi, Anis (2020). On automated cloud bursting and hybrid cloud setups using Apache Mesos. Concurrency and Computation: Practice and Experience
- Goodwin, Morten; Yazidi, Anis (2020). Distributed learning automata-based scheme for classification using novel pursuit scheme. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 50. s. 2222-2238
- Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. Castillo, Pedro A.; Laredo, Juan Luis Jiménez; Vega, Francisco Fernández de (Red.). Applications of Evolutionary Computation. Springer
- Jain, Samir; Seal, Ayan; Ojha, Aparajita; Krejcar, Ondrej; Bureš, Jan; Tachecí, Ilja; Yazidi, Anis (2020). Detection of abnormality in wireless capsule endoscopy images using fractal features. Computers in Biology and Medicine. Vol. 127
- Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality. Cognitive Neurodynamics
- Rønning, Madeleine; Haugerud, Hårek; Yazidi, Anis; Maseng, Torleiv; Hammer, Hugo Lewi (2020). Mitigating DDoS using weight-based geographical clustering. Concurrency and Computation: Practice and Experience. Vol. 32
- Sahua, Geet; Seal, Ayan; Krejcar, Ondrej; Yazidi, Anis (2020). Single image dehazing using a new color channel. Journal of Visual Communication and Image Representation
- Hagos, Desta Haileselassie; Yazidi, Anis; Kure, Øivind; Engelstad, Paal (2020). A Machine Learning-based Tool for Passive OS Fingerprinting with TCP Variant as a Novel Feature. IEEE Internet of Things Journal. Vol. 8
- Gupta, Ashish Kumar; Seal, Ayan; Khanna, Pritee; Krejcar, Ondrej; Yazidi, Anis (2020). AWkS: adaptive, weighted k‑means‑based superpixels for improved saliency detection. Pattern Analysis and Applications
- Sengupta, Animesh; Seal, Ayan; Chinmaya, Panigrahy; Krejcar, Ondrej; Yazidi, Anis (2020). Edge Information Based Image Fusion Metrics Using Fractional Order Differentiation and Sigmoidal Functions. IEEE Access
- Mohan, Karnati; Seal, Ayan; Krejcar, Ondrej; Yazidi, Anis (2020). Facial Expression Recognition Using Local Gravitational Force Descriptor-Based Deep Convolution Neural Networks. IEEE Transactions on Instrumentation and Measurement
- Marcano, Laura; Manca, Davide; Yazidi, Anis; Komulainen, Tiina M. (2020). A methodology for building a data-enclosing tunnel for automated online-feedback in simulator training. Computers and Chemical Engineering. Vol. 132
- Haugerud, Hårek; Svensson, Jonas Krüger; Yazidi, Anis (2020). Autonomous Provisioning of Preemptive Instances in Google Cloud for Maximum Performance Per Dollar. Essaaidi, Mohamed; Zbakh, Mostapha (Red.). Proceedings of 2020 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech’20). IEEE (Institute of Electrical and Electronics Engineers)
- Fladby, Torgeir; Haugerud, Hårek; Nichele, Stefano; Begnum, Kyrre; Yazidi, Anis (2020). Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations. NN, NN (Red.). RACS '20: Proceedings of the International Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Sangar, Disha; Upreti, Ramesh; Haugerud, Hårek; Begnum, Kyrre; Yazidi, Anis (2020). Stable marriage matching for homogenizing load distribution in cloud data center. Transactions on Large-Scale Data- and Knowledge-Centered Systems. Vol. 45. s. 172-198
- Rauniyar, Ashish; Yazidi, Anis; Engelstad, Paal E.; Østerbø, Olav Norvald (2020). A Reinforcement Learning based Game Theoretic Approach for Distributed Power Control in Downlink NOMA. Avresky, Dimiter R. (Red.). 2020 IEEE 19th International Symposium on Network Computing and Applications (NCA). IEEE (Institute of Electrical and Electronics Engineers)
- Goodwin, Morten; Yazidi, Anis; Jonassen, Tore Møller (2020). Distributed Learning Automata-based S-learning scheme for classification. Pattern Analysis and Applications
- Aryan, Ramtin; Yazidi, Anis; Kure, Øivind; Engelstad, Paal E. (2020). A parallel approach for detecting OpenFlow rule anomalies based on a general formalism. Concurrency and Computation: Practice and Experience
- Hammer, Hugo; Yazidi, Anis; Rue, H\aavard (2019). A new quantile tracking algorithm using a generalized exponentially weighted average of observations. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 49
- Mofrad, Asieh Abolpour; Yazidi, Anis; Hammer, Hugo Lewi (2019). On solving the SPL problem using the concept of probability flux. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 49. s. 2699-2722
- Rauniyar, Ashish; Kunwar, Jeevan; Haugerud, Hårek; Yazidi, Anis; Engelstad, Paal E. (2019). Energy Efficient Target Coverage in Wireless Sensor Networks Using Adaptive Learning. Jemili, Imem; Mosbah, Mohamed (Red.). Distributed Computing for Emerging Smart Networks. Springer Nature
- Berg, Arild; Gulden, Tore; Yazidi, Anis; Mirtaheri, Peyman (2019). Health promoting experiences in urban green space: A case study of a co-design toolkit based on feedbacks from fNIRS, IoT and game probes. Meyer, Jochen (Red.). PERVASIVEHEALTH - EAI 2019 Other Years PERVASIVEHEALTH - EAI 2018 PERVASIVEHEALTH - EAI 2019 Ethics and Malpractice Statement Back to CORE PERVASIVEHEALTH - EAI 13th EAI International Conference on Pervasive Computing Technologies for Healthcare. European Alliance for Innovation
- Aryan, Ramtin; Brattensborg, Frode Henriksen; Yazidi, Anis; Engelstad, Paal (2019). Checking the OpenFlow Rule Installation and Operational Verification. Andersson, Karl; Tan, Hwee-Pink; Oteafy, Sharief (Red.). 44th Annual IEEE Conference on Local Computer Networks (LCN 2019). IEEE (Institute of Electrical and Electronics Engineers)
- Hammer, Hugo Lewi; Yazidi, Anis (2019). Smooth estimates of multiple quantiles in dynamically varying data streams. Pattern Analysis and Applications
- Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2019). Tracking of Multiple Quantiles in Dynamically Varying Data Streams. Pattern Analysis and Applications
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis (2019). Classification of Delay-based TCP Algorithms From Passive Traffic Measurements. Gkoulalas-Divanis, Aris; Marchetti, Mirco; Avresky, Dimiter R. (Red.). 2019 IEEE 18th International Symposium on Network Computing and Applications (NCA). IEEE (Institute of Electrical and Electronics Engineers)
- Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar (2019). A general representation of dynamical systems for reservoir computing. Ellefsen, Kai Olav; Rohlfing, Katharina J. (Red.). Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. IEEE (Institute of Electrical and Electronics Engineers)
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis; Griwodz, Carsten (2019). A Deep Learning Approach to Dynamic Passive RTT. Wang, Yu; Wang, Mea (Red.). 2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC). IEEE Press
- Yazidi, Anis; Hammer, Hugo Lewi (2019). Multiplicative Update Methods for Incremental Quantile Estimation. IEEE Transactions on Cybernetics. Vol. 49. s. 746-756
- Yazidi, Anis; Hammer, Hugo Lewi; Jonassen, Tore Møller (2019). Two-time scale learning automata: an efficient decision making mechanism for stochastic nonlinear resource allocation. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 49. s. 3392-3405
- Yazidi, Anis; Zhang, Xuan; Lei, Jiao; Oommen, John (2019). The Hierarchical Continuous Pursuit Learning Automation: A Novel Scheme for Environments With Large Numbers of Actions. IEEE Transactions on Neural Networks and Learning Systems. Vol. 31
- Yazidi, Anis; Haugerud, Hårek; Ung, Fredrik; Begnum, Kyrre Matthias (2019). Minimum-Impact First: Scheduling Virtual Machines Under Maintenance Scenarios. Chbeir, Richard; Manolopoulos, Yannis; Ilarri, Sergio; Papadopoulos, Apostolos (Red.). 11th ACM International Conference on Management of Digital EcoSystems. ACM Publications
- Yazidi, Anis; Hammer, Hugo Lewi; Samouylov, Konstantin; Herrera-Viedma, Enrique (2019). Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth. IEEE Transactions on Cybernetics. Vol. 51. s. 5706-5716
- Khan, Naveed Ashraf; Haugerud, Hårek; Shrestha, Raju; Yazidi, Anis (2019). Optimizing Power and Energy Efficiency in Cloud Computing. Chbeir, Richard; Manolopoulos, Yannis; Ilarri, Sergio; Papadopoulos, Apostolos (Red.). 11th ACM International Conference on Management of Digital EcoSystems. ACM Publications
- Sangar, Disha; Haugerud, Hårek; Yazidi, Anis; Begnum, Kyrre Matthias (2019). A Decentralized Approach for Homogenizing Load Distribution in Cloud Data Center Based on Stable Marriage Matching. Chbeir, Richard; Manolopoulos, Yannis; Ilarri, Sergio; Papadopoulos, Apostolos (Red.). 11th ACM International Conference on Management of Digital EcoSystems. ACM Publications
- Yazidi, Anis; Ung, Fredrik; Haugerud, Hårek; Begnum, Kyrre Matthias (2019). Affinity Aware-Scheduling of Live Migration of Virtual Machines Under Maintenance Scenarios.. NN, NN (Red.). Proceedings from 2019 IEEE Symposium on Computers and Communications (ISCC2019). IEEE (Institute of Electrical and Electronics Engineers)
- Tavasoli, Hanane; Oommen, John; Yazidi, Anis (2019). On utilizing weak estimators to achieve the online classification of data streams. Engineering Applications of Artificial Intelligence. Vol. 86. s. 11-31
- Pokhrel, Ramesh; Rauniyar, Ashish; Yazidi, Anis (2019). In the Quest of Trade-off between Job Parallelism and Throughput in Hadoop: A Stochastic Learning Approach for Parameter Tuning on the Fly. Tian, Hui; Shen, Hong; Tan, Wee Lum Tan (Red.). 2019 20th International Conference on Parallel and Distributed Computing, Applications and Technologies. IEEE (Institute of Electrical and Electronics Engineers)
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis; Kure, Øivind (2018). General TCP State Inference Model From Passive Measurements Using Machine Learning Techniques. IEEE Access. Vol. 6. s. 28372-28387
- Jobava, Akaki; Yazidi, Anis; Oommen, John; Begnum, Kyrre (2018). On achieving intelligent traffic-aware consolidation of virtual machines in a data center using Learning Automata. Journal of Computational Science. Vol. 24. s. 290-312
- Bennour, Hajar; Yazidi, Anis; Berqia, Amine (2018). A pursuit learning solution to underwater communications with limited mobility agents. NN, NN (Red.). Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Hammer, Hugo Lewi; Yazidi, Anis; Oommen, John (2018). On the Classification of Dynamical Data Streams Using Novel “Anti–Bayesian” Techniques. Pattern Recognition. Vol. 76. s. 108-124
- Yazidi, Anis; Abdi, Hussein Yusuf; Feng, Boning (2018). Data center traffic scheduling with hot-cold link detection capabilities. NN, NN (Red.). Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Paulsen, Alexander; Yazidi, Anis; Feng, Boning; Ou, Xinming (2018). A population-based incremental learning approach to network hardening. NN, NN (Red.). New Trends in Intelligent Software Methodologies, Tools and Techniques. IOS Press
- Yazidi, Anis; Hammer, Hugo Lewi (2018). Quantile Estimation Based on the Principles of the Search on the Line. Lazaros, Iliadis (Red.). Artificial Intelligence Applications and Innovations. Springer
- Yazidi, Anis; Hammer, Hugo Lewi (2018). Solving stochastic nonlinear resource allocation problems using continuous learning automata. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. s. 1-20
- Yazidi, Anis; Oommen, John (2018). On the analysis of a random walk-jump chain with tree-based transitions and its applications to faulty dichotomous search. Sequential Analysis. Vol. 37. s. 31-46
- Yazidi, Anis; Hammer, Hugo Lewi; Oommen, John (2018). Higher-Fidelity Frugal and Accurate Quantile Estimation Using a Novel Incremental Discretized Paradigm. IEEE Access. Vol. 6. s. 24362-24374
- Aryan, Ramtin; Yazidi, Anis; Engelstad, Paal E. (2018). An Incremental Approach for Swift OpenFlow Anomaly Detection. Conference on Local Computer Networks
- Hammer, Hugo Lewi; Yazidi, Anis (2018). A Novel Incremental Quantile Estimator Using the Magnitude of the Observations. Antsaklis, Panos (Red.). The 26th Mediterranean Conference on Control and Automation. IEEE (Institute of Electrical and Electronics Engineers)
- Hammer, Hugo Lewi; Yazidi, Anis (2018). Efficient Tracking of Statistical Properties of Data Streams with Rapid Changes. Antsaklis, Panos (Red.). The 26th Mediterranean Conference on Control and Automation. IEEE (Institute of Electrical and Electronics Engineers)
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis; Kure, Oivind (2018). A machine learning approach to TCP state monitoring from passive measurements. IFIP Wireless Days. Vol. 2018-April. s. 164-171
- Yazidi, Anis; Oommen, John (2018). Novel Results on Random Walk-Jump Chains That Possess Tree-Based Transitions. Advances in Intelligent Systems and Computing. Vol. 578. s. 43-52
- Gembala, Bartosz Gembala; Yazidi, Anis; Haugerud, Hårek; Nichele, Stefano (2018). Autonomous configuration of network parameters in operating systems using evolutionary algorithms. NN, NN (Red.). Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Mohan, Ratish; Yazidi, Anis; Feng, Boning; Oommen, John (2018). On optimizing firewall performance in dynamic networks by invoking a novel swapping window-based paradigm. International Journal of Communication Systems. Vol. 31
- Yazidi, Anis; Zhang, Xuan; Lei, Jiao; Oommen, John (2018). The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions. Lazaros, Iliadis (Red.). Artificial Intelligence Applications and Innovations. Springer
- Yazidi, Anis; Ung, Fredrik; Haugerud, Hårek; Begnum, Kyrre (2018). Effective live migration of virtual machines using partitioning and affinity aware-scheduling. Computers and Electrical Engineering. Vol. 69. s. 240-255
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis; Kure, Øivind (2018). Towards a Robust and Scalable TCP Flavors Prediction Model from Passive Traffic. Abdelzaher, Tarek F. (Red.). Proceedings of 27th International Conference on Computer Communication Networks (ICCCN), 2018. Hangzhou, China. IEEE Sarnoff Symposium
- Hansen, Erik Aaron; Nichele, Stefano; Yazidi, Anis; Haugerud, Hårek; Mofrad, Asieh Abolpour; Alcocer, Alex (2018). Achieving Connectivity between Wide Areas Through Self-Organising Robot Swarms using Embodied Evolution. Sundaram, Suresh (Red.). Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence (SSCI 2018). IEEE (Institute of Electrical and Electronics Engineers)
- Hagos, Desta Haileselassie; Engelstad, Paal E.; Yazidi, Anis; Kure, Øivind (2018). Recurrent neural network-based prediction of TCP transmission states from passive measurements. IEEE, . (Red.). 2018 IEEE 17th International Symposium on Network Computing and Applications (NCA). IEEE (Institute of Electrical and Electronics Engineers)
- Rønning, Madeleine; Yazidi, Anis; Haugerud, Hårek; Hammer, Hugo Lewi (2018). Data Mining Approaches for IP Address Clustering. Lecture Notes in Computer Science (LNCS). Vol. 221. s. 266-275
- Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2018). A new quantile tracking algorithm using a generalized exponentially weighted average of observations. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. s. 1-15
- Yazidi, Anis; Jonassen, Tore Møller; Herrera-Viedma, Enrique (2018). An aggregation approach for solving the non-linear fractional equality Knapsack problem. Expert Systems With Applications. Vol. 110. s. 323-334
- Hammer, Hugo Lewi; Yazidi, Anis (2018). Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 48. s. 4096-4112
- Marcano, Laura; Yazidi, Anis; Manca, Davide; Komulainen, Tiina M. (2018). Using the concept of data enclosing tunnel as an online feedback tool for simulator training. Linköping Electronic Conference Proceedings. s. 132-139
- Hammer, Hugo Lewi; Yazidi, Anis; Bratterud, Alfred; Haugerud, Hårek; Feng, Boning (2017). Recovering Request Patterns to a CPU Processor from Observed CPU Consumption Data. Maglaras, Leandros (Red.). Industrial Networks and Intelligent Systems. Springer
- Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander; Engelstad, Paal E. (2017). Improving Classification of Tweets Using Linguistic Information from a Large External Corpus. Maglaras, Leandros (Red.). Industrial Networks and Intelligent Systems. Springer
- Aryan, Ramtin; Yazidi, Anis; Engelstad, Paal E.; Kure, Øivind (2017). A General Formalism for Defining and Detecting OpenFlow Rule Anomalies. Jens, Tölle (Red.). 42nd IEEE Conference on Local Computer Networks. IEEE (Institute of Electrical and Electronics Engineers)
- Marcano, Laura; Yazidi, Anis; Ferati, Mexhid; Komulainen, Tiina M. (2017). Towards Effective Automatic Feedback for Simulator Training. Jonsson, Magnus (Red.). Proceedings of the 58th Conference on Simulation and Modelling (SIMS 58) Reykjavik, Iceland, September 25th – 27th, 2017. Linköping University Electronic Press
- Tasoulas, Evangelos; Hammer, Hugo Lewi; Haugerud, Hårek; Yazidi, Anis; Bratterud, Alfred; Feng, Boning (2017). The concept of workload delay as a quality-of-service metric for consolidated cloud environments with deadline requirements. Gkoulalas-Divanis, Aris (Red.). 2017 IEEE 16th International Symposium on Network Computing and Applications (NCA). IEEE (Institute of Electrical and Electronics Engineers)
- Hammer, Hugo Lewi; Yazidi, Anis; Bratterud, Alfred; Haugerud, Hårek; Feng, Boning (2017). A Queue Model for Reliable Forecasting of Future CPU Consumption. Mobile Networks and Applications. s. 1-14
- Thapa, Rajan; Lei, Jiao; Oommen, John; Yazidi, Anis (2017). Scheduling domestic shiftable loads in smart grids: A learning automata-based scheme. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Vol. 203. s. 58-68
- Tamrakar, Kabin; Yazidi, Anis; Haugerud, Hårek (2017). Cost efficient batch processing in amazon cloud with deadline awareness. Advanced Information Networking and Applications. s. 963-971
- Thapa, Rajan; Lei, Jiao; Oommen, John; Yazidi, Anis (2017). A learning automaton-based scheme for scheduling domestic shiftable loads in smart grids. IEEE Access. Vol. 6. s. 5348-5361
- Xue, Noha; Haugerud, Hårek; Yazidi, Anis (2017). On automated cloud bursting and hybrid cloud setups using Apache Mesos. Essaaidi, Mohamed (Red.). 2017 3rd International Conference of Cloud Computing Technologies and Applications (CloudTech). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Herrera-Viedma, Enrique (2017). A new methodology for identifying unreliable sensors in data fusion. Knowledge-Based Systems. Vol. 136. s. 85-96
- Xue, Noha; Haugerud, Hårek; Yazidi, Anis (2017). Towards a hybrid cloud platform using apache mesos. Lecture Notes in Computer Science (LNCS). Vol. 10356 LNCS. s. 143-148
- Hammer, Hugo Lewi; Yazidi, Anis (2017). Incremental Quantiles Estimators for Tracking Multiple Quantiles. Benferhat, Salem (Red.). Advances in Artificial Intelligence: From Theory to Practice. Springer
- Hammer, Hugo Lewi; Yazidi, Anis; Oommen, John (2017). On using novel 'Anti-Bayesian' techniques for the classification of dynamical data streams. Lozano, Jose A. (Red.). 2017 IEEE Congress on Evolutionary Computation (CEC). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Hammer, Hugo Lewi; Oommen, John (2017). A higher-fidelity frugal quantile estimator. Lecture Notes in Computer Science (LNCS). Vol. 10604 LNAI. s. 76-86
- Hammer, Hugo Lewi; Yazidi, Anis; Oommen, John (2017). “Anti-Bayesian” flat and hierarchical clustering using symmetric quantiloids. Information Sciences. Vol. 418-419. s. 495-512
- Yazidi, Anis; Oommen, John (2017). A novel technique for stochastic root-finding: Enhancing the search with adaptive d-ary search. Information Sciences. Vol. 393. s. 108-129
- Johannessen, Roger; Yazidi, Anis; Feng, Boning (2017). Hadoop MapReduce scheduling paradigms. NN, NN (Red.). 2017 the 2nd IEEE International Conference on Cloud Computing and Big Data Analysis. IEEE (Institute of Electrical and Electronics Engineers)
- Goodwin, Morten; Tufteland, Torry; Ødesneltvedt, Guro; Yazidi, Anis (2017). PolyACO+: a multi-level polygon-based ant colony optimisation classifier. Swarm Intelligence. Vol. 11. s. 317-346
- Mofrad, Asieh Abolpour; Yazidi, Anis; Hammer, Hugo Lewi (2017). Solving Stochastic Point Location Problem in a Dynamic Environment with Weak Estimation. Grygiel, Katarzyna; Cerny, Tomas; Kim, Sung-Ryul; Wang, Wei Wei (Red.). RACS '17 Proceedings of the International Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Ahmad, Bilal; Yazidi, Anis; Haugerud, Hårek; Farokhi, Soodeh (2017). Orchestrating resource allocation for interactive vs. Batch services using a hybrid controller. Chemouil, Prosper; Monteiro, Edmundo; Charalambides, Marinos; Madeira, Edmundo; Simões, Paulo (Red.). Proceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network Management. IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Hammer, Hugo Lewi; Jonassen, Tore Møller (2017). Two-timescale learning automata for solving stochastic nonlinear resource allocation problems. Lecture Notes in Computer Science (LNCS). Vol. 10350 LNCS. s. 92-101
- Yazidi, Anis; Oommen, John; Goodwin, Morten (2017). Identifying Unreliable Sensors Without a Knowledge of the Ground Truth in Deceptive Environments. Lecture Notes in Computer Science (LNCS). Vol. 10604. s. 741-753
- Hagos, Desta Haileselassie; Yazidi, Anis; Kure, Øivind; Engelstad, Paal E. (2017). Enhancing security attacks analysis using regularized machine learning techniques. Advanced Information Networking and Applications. s. 909-918
- Yazidi, Anis; Hammer, Hugo Lewi; Bai, Aleksander; Engelstad, Paal E. (2016). On the Feasibility of Machine Learning as a Tool for Automatic Security Classification: A Position Paper. NN, NN (Red.). 2016 International Conference on Computing, Networking and Communications, ICNC 2016. IEEE (Institute of Electrical and Electronics Engineers)
- Mohan, Ratish; Yazidi, Anis; Feng, Boning; Oommen, John (2016). Dynamic Ordering of Firewall Rules Using a Novel Swapping Window-based Paradigm. NN, NN (Red.). Proceedings of the 6th International Conference on Communication and Network Security (ICCNS '16). Association for Computing Machinery (ACM)
- Tavasoli, Hanane; Oommen, John; Yazidi, Anis (2016). On the Online Classification of Data Streams Using Weak Estimators. Fujita, Hamido; Ali, Moonis; Selamat, Ali; Sasaki, Jun; Kurematsu, Masaki (Red.). Trends in Applied Knowledge-Based Systems and Data Science. 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Morioka, Japan, August 2-4, 2016, Proceedings. Springer
- Yazidi, Anis; Sandnes, Frode Eika (2016). Data fusion without knowledge of the ground truth using Tseltin-like Automata. Rudas, Imre J (Red.). 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE (Institute of Electrical and Electronics Engineers)
- Astudillo, César A.; Gonzalez, Javier I.; Oommen, John; Yazidi, Anis (2016). Concept Drift Detection Using Online Histogram-Based Bayesian Classifiers. Kang, Byeong-Ho; Bai, Quan (Red.). AI 2016: Advances in Artificial Intelligence. Springer
- Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander; Engelstad, Paal E. (2016). Improving classification of tweets using word-word co-occurrence information from a large external corpus. Ossowski, Sascha (Red.). Proceedings of the 31st Annual ACM Symposium on Applied Computing (SAC '16). Association for Computing Machinery (ACM)
- Hammer, Hugo Lewi; Yazidi, Anis; Begnum, Kyrre (2016). An Inhomogeneous Hidden Markov Model for Efficient Virtual Machine Placement in Cloud Computing Environments. Journal of Forecasting. Vol. 36. s. 407-420
- Yazidi, Anis; Hammer, Hugo Lewi; Oommen, John (2016). “Anti-Bayesian” Flat and Hierarchical Clustering Using Symmetric Quantiloids. Fujita, Hamido; Ali, Moonis; Selamat, Ali; Sasaki, Jun; Kurematsu, Masaki (Red.). Trends in Applied Knowledge-Based Systems and Data Science. 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Morioka, Japan, August 2-4, 2016, Proceedings. Springer
- Goodwin, Morten; Yazidi, Anis (2016). Ant colony optimisation-based classification using two-dimensional polygons. Lecture Notes in Computer Science (LNCS). Vol. 9882 LNCS. s. 53-64
- Hammer, Hugo Lewi; Yazidi, Anis; Begnum, Kyrre (2016). Reliable modeling of CPU usage in an office worker environment. Ossowski, Sascha (Red.). Proceedings of the 31st Annual ACM Symposium on Applied Computing (SAC '16). Association for Computing Machinery (ACM)
- Yazidi, Anis; Bouhoula, Adel (2016). On Assisted Packet Filter Conflicts Resolution: An Iterative Relaxed Approach.. Kanhere, Salil; Mnaouer, Adel Ben (Red.). Proceedings 2016 IEEE 41st Conference on Local Computer Networks (LCN) 2016. IEEE (Institute of Electrical and Electronics Engineers)
- Bouhoula, Ahmed; Yazidi, Anis (2016). A Security Policy Query Engine for Fully Automated Resolution of Anomalies in Firewall Configurations. NN, N (Red.). 15th IEEE International Symposium on Network Computing and Applications, NCA 2016. IEEE (Institute of Electrical and Electronics Engineers)
- Stoykov, Gyorgi; Yazidi, Anis (2016). An Enhanced Biomorphic Model for Cloud Scaling. Ossowski, Sascha (Red.). Proceedings of the 31st Annual ACM Symposium on Applied Computing (SAC '16). Association for Computing Machinery (ACM)
- Jobava, Akaki; Yazidi, Anis; Oommen, John; Begnum, Kyrre (2016). Achieving Intelligent Traffic-aware Consolidation of Virtual Machines in a Data Center Using Learning Automata. Badra, Mohamad; Pau, Giovanni; Vassiliou, Vasos (Red.). 2016 8th IFIP International Conference on New Technologies, Mobility and Security (NTMS). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Oommen, John; Goodwin, Morten (2016). On solving the problem of identifying unreliable sensors without a knowledge of the ground truth: the case of stochastic environments. IEEE Transactions on Cybernetics. Vol. 47. s. 1604-1617
- Goodwin, Morten; Yazidi, Anis; Jonassen, Tore Møller (2016). Distributed learning automata for solving a classification task. Abbass, Hussein (Red.). 2016 IEEE Congress on Evolutionary Computation, IEEE World Congrees on Computational Intelligence 2016. IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Oommen, John (2016). Novel Discretized Weak Estimators Based on the Principles of the Stochastic Search on the Line Problem. IEEE Transactions on Cybernetics. Vol. 46. s. 2732-2744
- Goodwin, Morten; Yazidi, Anis (2016). A pattern recognition approach for peak prediction of electrical consumption. Integrated Computer-Aided Engineering. Vol. 23. s. 101-113
- Yazidi, Anis; Oommen, John; Horn, Geir Henrik; Granmo, Ole-Christoffer (2016). Stochastic discretized learning-based weak estimation: a novel estimation method for non-stationary environments. Pattern Recognition. Vol. 60. s. 430-443
- Andersen, Per-Arne; Haraldseid, Christian Kråkevik; Goodwin, Morten; Yazidi, Anis (2016). Adaptive Task Assignment in Online Learning Environments. NN, NN (Red.). Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016. Association for Computing Machinery (ACM)
- Engelstad, Paal E.; Hammer, Hugo Lewi; Kongsgård, Kyrre Wahl; Yazidi, Anis; Nordbotten, Nils Agne; Bai, Aleksander (2016). Automatic security classification with Lasso. Lecture Notes in Computer Science (LNCS). Vol. 9503. s. 399-410
- Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander; Engelstad, Paal E. (2015). Building domain specific sentiment lexicons combining information from many sentiment lexicons and a domain specific corpus. Abdelmalek, Amine; Ladjel, Bellatreche; Zakaria, Elberrichi; J., Neuhold Erich; Robert, Wrembel (Red.). 5th IFIP TC 5 International Conference, CIIA 2015. Springer
- Hammer, Hugo Lewi; Yazidi, Anis; Oommen, John (2015). A Novel Clustering Algorithm based on a Non-parametric "Anti-Bayesian" Paradigm. Ali, Moonis; Kwon, Sig Young; Chang-Hwan, Lee; Kim, Juntae; Kim, Yongdai (Red.). 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. Springer
- Yazidi, Anis; Oommen, John; Goodwin, Morten (2015). On Distinguishing between Reliable and Unreliable Sensors Without a Knowledge of the Ground Truth. Einoshin, Suzuki (Red.). IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Volume II.. IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Hammer, Hugo Lewi (2015). Quantile Estimation Using the Theory of Stochastic Learning. Kim, John (Red.). Proceedings of the 2015 Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM)
- Engelstad, Paal E.; Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander (2015). Advanced Classification Lists (Dirty Word Lists) for Automatic Security Classification. Bin, Xie; Hee, Yong Youn; Min, Chen (Red.). Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Bai, Aleksander; Hammer, Hugo Lewi; Engelstad, Paal E. (2015). A Simple and Efficient Algorithm for Lexicon Generation Inspired by Structural Balance Theory.. Ali, Moonis; Kwon, Sig Young; Chang-Hwan, Lee; Kim, Juntae; Kim, Yongdai (Red.). 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. Springer
- Yazidi, Anis; Hammer, Hugo Lewi; Bai, Aleksander; Engelstad, Paal E. (2015). On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle. Leszek, Rutkowski; Marcin, Korytkowski; Rafal, Scherer; Ryszard, Tadeusiewicz; Lotfi, A. Zadeh; Jacek, M. Zurada (Red.). Artificial Intelligence and Soft Computing: 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part II. Springer
- Engelstad, Paal E.; Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander (2015). Analysis of Time-Dependencies in Automatic Security Classification. Bin, Xie; Hee, Yong Youn; Min, Chen (Red.). Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). IEEE (Institute of Electrical and Electronics Engineers)
- Hage, Thomas; Begnum, Kyrre; Yazidi, Anis (2015). Saving the planet with bin packing - Experiences using 2D and 3D bin packing of virtual machines for greener clouds. IEEE International Conference on Cloud Computing Technology and Science (CloudCom). Vol. 2015-February. s. 240-245
- Stoykov, Gyorgi; Yazidi, Anis (2015). A Biomorphic Model for Automated Cloud Adaptation. Ioan, Raicu; Omer, F. Rana; Rajkumar, Buyya (Red.). 8th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2015, Limassol, Cyprus, December 7-10, 2015.. IEEE Press
- Yazidi, Anis; Oommen, John (2015). Solving Stochastic Root-Finding with adaptive d-ary search. Sayed-Mouchaweh, Moamar; Fleury, Anthony; Angelov, Plamen; Lughofer, Edwin; Iglesias, José A. (Red.). 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE (Institute of Electrical and Electronics Engineers)
- Hammer, Hugo Lewi; Kongsgård, Kyrre Wahl; Bai, Aleksander; Yazidi, Anis; Nordbotten, Nils Agne; Engelstad, Paal E. (2015). Automatic Security Classification by Machine Learning for Cross-Domain Information Exchange. MILCOM IEEE Military Communications Conference
- Yazidi, Anis; Oommen, John; Granmo, Ole-Christoffer; Goodwin, Morten (2014). On Utilizing Stochastic Non-linear Fractional Bin Packing to Resolve Distributed Web Crawling. Liu, Xingang; Baz, Didier El; Hsu, Ching-Hsien; Kang, Kai; Chen, Weifeng (Red.). 17th IEEE International Conference on Computational Science and Engineering, CSE 2014. IEEE (Institute of Electrical and Electronics Engineers)
- Bai, Aleksander; Hammer, Hugo Lewi; Yazidi, Anis; Engelstad, Paal E. (2014). Constructing sentiment lexicons in Norwegian from a large text corpus. Liu, Xingang; Hsu, Ching-Hsien; Kang, Kai; Chen, Weifeng (Red.). The 17th IEEE International conference on Computational science and Engineering (CSE 2014). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Goodwin, Morten (2014). A novel strategy for solving the stochastic point location problem using a hierarchical searching scheme. IEEE Transactions on Cybernetics. Vol. 44. s. 2202-2220
- Goodwin, Morten; Yazidi, Anis (2014). A Pattern Recognition Approach for Peak Prediction of Electrical Consumption. Iliadis, L.; Maglogiannis, Ilias; Papadopoulos, Harris (Red.). Artificial Intelligence Applications and Innovations. 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014, Proceedings. Springer
- Hammer, Hugo Lewi; Bai, Aleksander; Yazidi, Anis; Engelstad, Paal E. (2014). Building sentiment Lexicons applying graph theory on information from three Norwegian thesauruses. NIKT: Norsk IKT-konferanse for forskning og utdanning
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2013). Learning-Automaton-Based Online Discovery and Tracking of Spatiotemporal Event Patterns. IEEE Transactions on Cybernetics. Vol. 43. s. 1118-1130
- Radianti, Jaziar; Granmo, Ole-Christoffer; Bouhmala, Nourddine; Sarshar, Parvaneh; Yazidi, Anis; Gonzalez, Jose J (2013). Crowd Models for Emergency Evacuation: A Review Targeting Human-Centered Sensing. Sprague, Ralph H. (Red.). 46th Hawaii International Conference on System Sciences (HICSS). IEEE (Institute of Electrical and Electronics Engineers)
- Oommen, John; Yazidi, Anis; Granmo, Ole-Christoffer (2012). An Adaptive Approach to Learning the Preferences of Users in a Social Network Using Weak Estimators. Journal of Information Processing Systems. Vol. 8. s. 191-212
- Yazidi, Anis; Oommen, John; Granmo, Ole-Christoffer (2012). A Novel Stochastic Discretized Weak Estimator Operating in Non-Stationary Environments. Xue, Guoliang; Singhal, Mukesh (Red.). 2012 International Conference on Computing, Networking and Communications (ICNC). IEEE Sarnoff Symposium
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2012). Service selection in stochastic environments: a learning-automaton based solution. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 36. s. 617-637
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2012). A Stochastic Search on the Line-Based Solution to Discretized Estimation. Jiang, He; Ding, Wei; Ali, Moonis; Wu, Xindong (Red.). Advanced Research in Applied Artificial Intelligence : 25th International Conference 25th International Conference on Industrial Engineering and OtherApplications of Applied Intelligent Systems, IEA/AIE 2012 Dalian, China, June 9-12, 2012 Proceedings. Springer
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Goodwin, Morten (2012). A Hierarchical Learning Scheme for Solving the Stochastic Point Location Problem. Jiang, He; Ding, Wei; Ali, Moonis; Wu, Xindong (Red.). Advanced Research in Applied Artificial Intelligence : 25th International Conference 25th International Conference on Industrial Engineering and OtherApplications of Applied Intelligent Systems, IEA/AIE 2012 Dalian, China, June 9-12, 2012 Proceedings. Springer
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2011). A New Tool for the Modeling of AI and Machine Learning Applications: Random Walk-Jump Processes. Corchado, Emilio; Kurzynski, Marek; Wozniak, Michal (Red.). Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I. Springer
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2011). On the Analysis of a RandomInterleaving Walk-Jump Process with Applications to Testing. Sequential Analysis. Vol. 30. s. 457-478
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2011). ON THE ANALYSIS OF A NEW MARKOV CHAIN WHICH HAS APPLICATIONS IN AI AND MACHINE LEARNING. Ng, Wai Tung (Red.). Proceedings, 24th Canadian conference on electrical and computer engineering (CCECE 2011). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2011). Tracking the Preferences of Users Using Weak Estimators. Wang, Dianhui; Reynolds, Mark (Red.). AI 2011: Advances in Artificial Intelligence. 24th Australasian Joint Conference Perth, Australia, December 5-8, 2011. Proceedings. Springer
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Reichert, Frank; Gerdes, Martin (2011). An Intelligent Architecture for Service Provisioning in Pervasive Environments. Alpkocak, Adil (Red.). Proceedings, 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA'11). IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Gerdes, Martin; Reichert, Frank (2011). A User-Centric Approach for Personalized Service Provisioning in Pervasive Environments. Wireless Personal Communications. Vol. 61. s. 543-566
- Santhi, Ram Kumar Ravikumar; Häber, Andreas; Yazidi, Anis; Reichert, Frank (2010). Towards a Relation Oriented Service Architecture. COMSNETS, IEEE (Red.). Communication Systems and Networks (COMSNETS), 2010 Second International Conference on. IEEE (Institute of Electrical and Electronics Engineers)
- Yazidi, Anis; Granmo, Ole-Christoffer; Lin, M.; Wen, X; Oommen, John; Gerdes, Martin; Reichert, Frank (2010). Learning Automaton Based On-Line Discovery and Tracking of Spatio-temporal Event Patterns. Lecture Notes in Computer Science (LNCS). Vol. 6230. s. 327-338
- Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John (2010). A Learning Automata Based Solution to Service Selection in Stochastic Environments. Lecture Notes in Computer Science (LNCS). s. 209-218
Fagbøker/lærebøker (1)
- Brodtkorb, André; Begnum, Kyrre Matthias; Chen, Weiqin; Erikson, Håkon; Fritsch, Lothar; Habib, Laurence; Haugerud, Hårek; Kaviani, Maryam; Krogh, Christen; lein, kjetil; Lind, Pedro; Mello, Gustavo Borges Moreno E; Patel, Tulpesh; Salvador, Silje Røysen; Sanderson, Norun Christine; Sandnes, Frode Eika; Sandtrø, Tengel Aas; Selstø, Sølve; Vihovde, Eva Hadler; Yazidi, Anis; Westlin, Hedda Marie (2024). Fra EDB til KI. 40 år med informasjonsteknologi. 160 s.. Institutt for informasjonsteknologi, OsloMet
Forskningsrapporter (5)
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis (2026). Dynamic Depth Alignment of Wellbore Measurements Using Machine Learning. 185 s.. Norges teknisk-naturvitenskapelige universitet
- Filho, Sidney Pontes; Nichele, Stefano; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Sandvig, Ioanna; Tufte, Gunnar (2023). Optimization of dynamical systems towards criticality and intelligent behavior. Norges teknisk-naturvitenskapelige universitet
- Kasahara, Yuri; Liodden, Tone; Yazidi, Anis; Lid, Stian; Upreti, Ramesh; Mofrad, Asieh Abolpour; Nilsen, Anne Birgitta (2022). Kartlegging av omfanget av hatefulle og diskriminerende ytringer mot muslimer. 73 s.. OsloMet - storbyuniversitetet
- Yazidi, Anis (2012). Intelligent Learning Automata-based Strategies Applied to Personalized Service Provisioning in Pervasive Environment. 108 s.. Universitetet i Agder
- Yazidi, Anis; Granmo, Ole-Christoffer (2011). Intelligent Learning Automata-based Strategies Applied to Personalized Service Provisioning in Pervasive Environments. Universitetet i Agder
Formidling (50)
- Tran, Thi Thuy Chau; Erdem, Cagri; Yazidi, Anis; Kjølerbakken, Kai Morgan; Griwodz, Carsten (2026). Research Proposal: Non-intrusive Stress Recognition using Multimodality Deep Learning
- Yazidi, Anis (2025). Robust RL with Learning Automata: Structure, Timescales, and Mixed Strategies. Visual Intelligence Online Seminar Series
- Szorkovszky, Alexander; Mathema, Rujeena; Silva, Pedro Rego Lencastre e; Yazidi, Anis; Lind, Pedro (2025). Saccade crossing avoidance as a visual search strategy. 47th European Conference on Visual Perception
- Acharya, Sushil; Fabian, Karl; Yazidi, Anis (2025). Automated Depth Alignment of Well Logs Using Siamese Neural Networks. SPWLA66th Annual Logging Symposium, May 17-21, 2025
- Szczepanski, Tomasz Szymon; Omland, Petter Moe; Dunker, Øystein; Sand, Trond Halfdan; Tannemaat, Martijn; Reijntjes, Robert; Yazidi, Anis; Bach, Kerstin; Zwart, John Anker Henrik; Jabre, Joe; Nilsen, Kristian Bernhard (2025). Deriving reference limits from historical data - A comparison of four novel methods. 19th European Congress of Clinical Neurophysiology
- Radwan, Mohamed; Lind, Pedro; Yazidi, Anis (2024). An Interpretable Graph Based Model for Classification Of EEG using Directional Functional Connectivity. 2024 IEEE International Symposium on Biomedical Imaging (ISBI)
- Khadka, Rabindra; Lind, Pedro; Mello, Gustavo Borges Moreno E; Riegler, Michael Alexander; Yazidi, Anis (2024). Inducing Inductive Bias in Vision Transformer for EEG Classification. ICASSP 2024
- Kasahara, Yuri; Schroeder, Daniel Thilo; Lind, Pedro; Yazidi, Anis (2023). Mapping the evolution of anti-Muslim hate speech in Norwegianl social media. Scandinavian Workshop on E-Government 2023
- Hammarstedt, Mark; Løland, Anders; Yazidi, Anis; Zouganeli, Evi; Ugland, Yngvar; Andersen, Eirik; Irgens, Morten (2023). How can Norway become a Leading AI Nation, as Sweden & Finland - Panel discussion. Generative AI Meetup - Data & AI for Intelligent Innovation & Industries
- Holter, Trym; Sunnanmark, Anna-Maija; Yazidi, Anis; Zouganeli, Evi; Pettersen, Klas Henning; Ugland, Yngvar; Andersen, Eirik (2023). Norway’s Potential and Advantages for AI - Panel discussion. Generative AI Meetup - Data & AI for Intelligent Innovation & Industries
- Djenouri, Youcef; Belbachir, Ahmed Nabil; Tomasz, Michalak; Yazidi, Anis (2023). Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. IEEE/CVF International Conference on Computer Vision (ICCV) Proceedings (Workshop Paper)
- Haraldsen, Ira Hebold; Hatlestad-Hall, Christoffer; Marra, Camillo; Renvall, Hanna; Maestú, Fernando; Acosta-Hernández, Jorge; Alfonsin, Soraya; Andersson, Vebjørn; Anand, Abhilash; Ayllón, Victor; Babic, Aleksandar; Belhadi, Asma; Birck, Cindy; Bruña, Ricardo; Caraglia, Naike; Carrarini, Claudia; Christensen, Erik; Cicchetti, Americo; Daugbjerg, Signe; Bidino, Rossella Di; Diaz-Ponce, Ana; Drews, Ainar; Giuffrè, Guido Maria; Georges, Jean; Gil-Gregorio, Pedro; Gove, Dianne; Govers, Tim M.; Hallock, Harry; Hietanen, Marja; Holmen, Lone; Hotta, Jaakko; Kaski, Samuel; Khadka, Rabindra; Kinnunen, Antti S.; Koivisto, Anne M.; Kulashekhar, Shrikanth; Larsen, Denis; Liljeström, Mia; Lind, Pedro; Dolado, Alberto Marcos; Marshall, Serena; Merz, Susanne; Miraglia, Francesca; Montonen, Juha; Mäntynen, Ville; Øksengård, Anne Rita; Olazarán, Javier; Paajanen, Teemu; Peña, José M.; Peña, Luis; Peniche, Daniel lrabien; Perez, Ana Sanz; Radwan, Mohamed; Ramírez-Toraño, Federico; Rodríguez-Pedrero, Andrea; Saarinen, Timo; Salas-Carrillo, Mario; Salmelin, Riitta; Sousa, Sonia; Suyuthi, Abdillah; Toft, Mathias; Toharia, Pablo; Tveitstøl, Thomas; Tveter, Mats; Upreti, Ramesh; Vermeulen, Robin J.; Vecchio, Fabrizio; Yazidi, Anis; Rossini, Paolo Maria (2023). Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment: the AI-Mind clinical study protocol. Frontiers in Neurorobotics. Vol. 17
- Kasahara, Yuri; Nilsen, Anne Birgitta; Yazidi, Anis; Liodden, Tone (2022). Hatefulle ytringer mot muslimer på norske sosiale medier. Islamforskning i Norge 200 år etter Holmboe: hvem, hva, hvorfor?
- Jha, Debesh; Yazidi, Anis; Riegler, Michael; Johansen, Dag; Johansen, Håvard; Halvorsen, Pål (2020). LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification. The Joint International Conference PDCAT-PAAP 2020
- Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation
- Yazidi, Anis; Bouhmala, Noureddine; Goodwin, Morten (2020). A team of pursuit learning automata for solving deterministic optimization problems. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems. Vol. 50. s. 2916-2931
- Jha, Debesh; Yazidi, Anis; Riegler, Michael Alexander; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål (2020). LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification. The 21st International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT'20)
- Gjefsen, Mads Dahl; Svare, Helge; Yazidi, Anis; Giannoumis, G. Anthony; Gåseidnes, Sigrid; Knutsen, Leif; Habib, Laurence Marie Anna; Geirbo, Hanne Cecilie (2019). Explainable AI for the Norwegian innovation support system: Developing a responsible “sandbox” approach. NEON-dagene 2019
- Aryan, Ramtin; Brattensborg, Frode; Yazidi, Anis; Engelstad, Paal E. (2019). Checking the OpenFlow Rule Installation and Operational Verification. The 44th IEEE Conference on Local Computer Networks (LCN)
- HaileselassieHagos, Desta; Engelstad, Paal E.; Yazidi, Anis (2019). Classification of Delay-based TCP Algorithms From Passive Traffic Measurements. ©2019 IEEE
- Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano (2019). A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019)
- Zhang, Jianhua; Chen, Peng; Nichele, Stefano; Yazidi, Anis (2019). Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning. IEEE Symp. Series on Computational Intelligence (SSCI2019)
- Yazidi, Anis; Pinto-Orellana, Marco Antonio; Hammer, Hugo Lewi; Mirtaheri, Peyman; Herrera-viedma, Enrique (2019). Solving Sensor Identification Problem Without Knowledge of the Ground Truth Using Replicator Dynamics. IEEE Transactions on Cybernetics
- Aryan, Ramtin; Yazidi, Anis; Engelstad, Paal E. (2018). An Incremental Approach for Swift OpenFlow Anomaly Detection. 2018 IEEE 43rd Conference on Local Computer Networks (LCN)
- Hammer, Hugo Lewi; Yazidi, Anis (2018). Efficient Tracking of Statistical Properties of Data Streams with Rapid Changes. The 26th Mediterranean Conference on Control and Automation
- Hammer, Hugo Lewi; Yazidi, Anis (2018). A Novel Incremental Quantile Estimator Using the Magnitude of the Observations. 26th Mediterranean Conference on Control and Automation
- Yazidi, Anis; Hammer, Hugo Lewi (2018). Quantile Estimation Based on the Principles of the Search on the Line. Artificial Intelligence Applications and Innovations
- Øye, Olav-Johan; Yazidi, Anis (2017). Vil styre strømforbruket vårt via internett
- Yazidi, Anis; Oommen, John (2017). The theory and application of the stochastic point localization problem. Int. Conf. on New Trends in Computing 2017
- Marcano, Laura; Yazidi, Anis; Ferati, Mexhid; Komulainen, Tiina M. (2017). Towards Effective Automatic Feedback for Simulator Training. 58th Conference on Simulation and Modelling (SIMS 58)
- Aryan, Ramtin; Yazidi, Anis; Engelstad, Paal E.; Kure, Øivind (2017). A General Formalism for Defining and Detecting OpenFlow Rule Anomalies. 2017 IEEE 42nd Conference on Local Computer Networks
- Yazidi, Anis; Oommen, John (2017). The theory and application of the stochastic point localization problem. NN, NN (Red.). International Conference on New Trends in Computing Sciences, ICTCS 2017. IEEE (Institute of Electrical and Electronics Engineers)
- Goodwin, Morten; Yazidi, Anis (2015). Adaptive Student Solutions. T-FLIP Kickoff
- Engelstad, Paal E.; Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander (2015). Analysis of Time-Dependencies in Automatic Security Classification. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC)
- Hammer, Hugo Lewi; Yazidi, Anis; Oommen, John (2015). A Novel Clustering Algorithm based on a Non-parametric "Anti-Bayesian" Paradigm. 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
- Engelstad, Paal E.; Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander (2015). Advanced Classification Lists (Dirty Word Lists) for Automatic Security Classification. International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC)
- Hammer, Hugo Lewi; Yazidi, Anis; Bai, Aleksander; Engelstad, Paal E. (2015). Building domain specific sentiment lexicons combining information from many sentiment lexicons and a domain specific corpus. 5th IFIP TC 5 International Conference, CIIA 2015
- Yazidi, Anis; Hammer, Hugo Lewi (2015). Quantile Estimation Using the Theory of Stochastic Learning. Conference on Research in Adaptive and Convergent Systems. Association for Computing Machinery (ACM) 2015
- Yazidi, Anis; Hammer, Hugo Lewi; Bai, Aleksander; Engelstad, Paal E. (2015). On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle. Artificial Intelligence and Soft Computing: 14th International Conference, ICAISC 2015
- Yazidi, Anis; Bai, Aleksander; Hammer, Hugo Lewi; Engelstad, Paal E. (2015). A Simple and Efficient Algorithm for Lexicon Generation Inspired by Structural Balance Theory. 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
- Gyorgi, Stoykov; Yazidi, Anis (2015). A Biomorphic Model for Automated Cloud Adaptation. 8th IEEE/ACM International Conference on Utility and Cloud Computing
- Yazidi, Anis; Oommen, John (2015). Solving Stochastic Root-Finding with adaptive d-ary search. 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems
- Yazidi, Anis; Oommen, John; Goodwin, Morten (2015). On Distinguishing between Reliable and Unreliable Sensors Without a Knowledge of the Ground Truth. IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology
- Begnum, Kyrre; Yazidi, Anis (2014). Grønnere dataskyer
- Yazidi, Anis (2014). Blir lurt av «Robin»
- Yazidi, Anis (2014). Er datamaskiner smartere enn mennesket?
- Bai, Aleksander; Hammer, Hugo Lewi; Yazidi, Anis; Engelstad, Paal E. (2014). Constructing sentiment lexicons in Norwegian from a large text corpus. The 17th IEEE International conference on Computational science and Engineering (CSE 2014),
- Hage, Thomas; Begnum, Kyrre; Yazidi, Anis (2014). Saving the planet with bin packing - Experiences using 2D and 3D bin packing of virtual machines for greener clouds. IEEE CloudCom 2014
- Yazidi, Anis; Oommen, John; Granmo, Ole-Christoffer; Goodwin, Morten (2014). On Utilizing Stochastic Non-linear Fractional Bin Packing to Resolve Distributed Web Crawling. 2014 IEEE 17th International Conference on Computational Science and Engineering (CSE)
- Goodwin, Morten; Yazidi, Anis (2014). A Pattern Recognition Approach for Peak Prediction of Electrical Consumption. 10th IFIP WG 12.5 International Conferenceon Artificial Intelligence Applications and Innovations, AIAI 2014
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