| 2026 | COMPSAC | Fairness Definitions and Metrics in Deep Reinforcement Learning for Drug Discovery in Healthcare: A Rapid Evidence Review. | Esmaeil Shakeri, Ronnie de Souza Santos, Behrouz H. Far |
| 2025 | AI | Transfer Learning for Multi-Lead ECG Analysis in Cardiac Arrest Risk Classification. | Zahra Safari, Emad Mohammed, Behrouz H. Far |
| 2025 | IPIN | Transformer-EKF for UWB Positioning: A Benchmark Against CNN and BiLSTM Models. | Somayeh Modaberi, Behrouz H. Far |
| 2025 | IRI | Benchmarking Transformer and Sequence Models for UWB Indoor Localization. | Somayeh Modaberi, Behrouz H. Far |
| 2025 | IRI | Accelerating Drug Discovery with Deep Reinforcement Learning: Molecular Generation Using Deep Q-Network. | Esmaeil Shakeri, Behrouz H. Far |
| 2024 | FlAIRS | Fluid Path Detection Model for Lab on a Chip Images Using Deep Learning-Based Segmentation Approach. | Mahmood Khalghollah, Esmaeil Shakeri, Azam Zare, Behrouz H. Far, Amir Sanati-Nezhad |
| 2023 | IRI | Deep Learning-Based Detection and Classification of Uveal Melanoma Using Convolutional Neural Networks and SHAP Analysis. | Esmaeil Shakeri, Emad Mohammed, Trafford Crump, Ezekiel Weis, Carol L. Shields, Sandor R. Ferenczy, Behrouz H. Far |
| 2022 | AI | Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning. | Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far |
| 2021 | FlAIRS | An Exploration On-demand Article Recommender System for Cancer Patients Information Provisioning. | Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far |
| 2021 | IRI | Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. | Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far |
| 2021 | IRI | Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. | Kuo Yang, Emad A. Mohammed, Behrouz H. Far |
| 2021 | RE | Generating Sequence Diagram from Natural Language Requirements. | Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far |
| 2020 | SMC | A Method for Alternatives Ranking Using an OWA Operator Based on the Laplace Distribution. | Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far |
| 2019 | ICGSE | Social media analysis for traffic management. | Mohammad Noaeen, Behrouz H. Far |
| 2019 | ICSE | Supporting analysts by dynamic extraction and classification of requirements-related knowledge. | Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Behrouz H. Far |
| 2019 | ICSE | Detecting emergent behaviors and implied scenarios in scenario-based specifications: a machine learning approach. | Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far |
| 2018 | EASE | Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption. | Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker |
| 2018 | IRI | Supervised Machine Learning Algorithms for Credit Card Fraudulent Transaction Detection: A Comparative Study. | Sahil Dhankhad, Emad Mohammed, Behrouz H. Far |
| 2018 | IRI | Visualization of Server Log Data for Detecting Abnormal Behaviour. | Reeta Suman, Behrouz H. Far, Emad A. Mohammed, Ashok Nair, Sanaz Janbakhsh |
| 2018 | SEKE | A Hybrid System for Detection of Implied Scenarios in Distributed Software Systems (S). | Anja Slama, Fatemeh Hendijani Fard, Behrouz H. Far |
| 2017 | SMC | Measuring the potential of zonal control in large open areas on reducing the heating/AC energy. | Mostafa M. A. Mohamed, Mohamed F. Ibrahim, Behrouz H. Far |
| 2016 | AI | Distributed Gaussian Mixture Model Summarization Using the MapReduce Framework. | Arina Esmaeilpour, Elnaz Bigdeli, Fatemeh Cheraghchi, Bijan Raahemi, Behrouz H. Far |
| 2016 | IRI | Predicting Students' Behavioral Patterns in University Networks for Efficient Bandwidth Allocation: A Hybrid Data Mining Method (Application Paper). | Elham Akhond Zadeh Noughabi, Behrouz H. Far, Bijan Raahemi |
| 2016 | SMC | Measuring the effectiveness of zonal heating control for energy saving. | Mohamed F. Ibrahim, Mostafa M. A. Mohamed, Behrouz H. Far |
| 2016 | SEKE | Clustering and Artificial Neural Network Ensembles Based Effort Estimation. | Hamdy Ibrahim, Behrouz H. Far |
| 2015 | IRI | Cooperative Multi-sensor Multi-vehicle Localization in Vehicular Adhoc Networks. | Sepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo |
| 2015 | SEKE | Embedded Real Time Blink Detection System for Driver Fatigue Monitoring. | Soheil Salehian, Behrouz H. Far |
| 2014 | IRI | Detection of implied scenarios in multiagent systems with clustering agents' communications. | Fatemeh Hendijani Fard, Behrouz H. Far |
| 2014 | IRI | Data-oriented intelligent transportation systems. | Hamdy Ibrahim, Behrouz H. Far |
| 2014 | IRI | Data integration and clustering for real time crash prediction. | Elahe Paikari, Mohammad Moshirpour, Reda Alhajj, Behrouz H. Far |
| 2014 | SEKE | Using Web Mining to Support Low Cost Historical Vehicle Traffic Analytics. | Charanjeet Kaur, Diwakar Krishnamurthy, Behrouz H. Far |
| 2014 | SEKE | Analysis, Design and Implementation of an Agent Based System for Simulating Connected Vehicles. | Elahe Paikari, Behrouz H. Far |
| 2013 | IRI | Detecting distributed software components that will not cause emergent behavior in asynchronous communication style. | Fatemeh Hendijani Fard, Behrouz H. Far |
| 2013 | IRI | An automated ontology generation technique for an emergent behavior detection system. | Beenish Khurshid, Mohammad Moshirpour, Armin Eberlein, Behrouz H. Far |
| 2013 | SMC | A System-Level Approach for Model-Based Verification of Distributed Software Systems. | Seyedehmehrnaz Mireslami, Behrouz H. Far |
| 2013 | SMC | Using Neuro-fuzzy Models to Benchmark Road Safety Management Systems. | Maris Sekar, Mohammad Moshirpour, Julian Serfontein, Behrouz H. Far |
| 2013 | SEKE | Automated Construction of System Domain Knowledge Using an Ontology-Based Approach (S). | Mohammad Moshirpour, Armin Eberlein, Behrouz H. Far |
| 2012 | HealthCom | An enhanced threshold based technique for white blood cells nuclei automatic segmentation. | Mostafa M. A. Mohamed, Behrouz H. Far |
| 2012 | IRI | A method for detecting agents that will not cause emergent behavior in agent based systems - A case study in agent based auction systems -. | Fatemeh Hendijani Fard, Behrouz H. Far |
| 2012 | IRI | Automated ontology construction from scenario based software requirements using clustering techniques. | Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far |
| 2012 | ICTAI | A Fast Technique for White Blood Cells Nuclei Automatic Segmentation Based on Gram-Schmidt Orthogonalization. | Mostafa Mohamed A. Mohamed, Behrouz H. Far |
| 2012 | SMC | Detecting emergent behavior in autonomous distributed systems with many components of the same type. | Fatemeh Hendijani Fard, Behrouz H. Far |
| 2012 | SMC | An efficient technique for white blood cells nuclei automatic segmentation. | Mostafa M. A. Mohamed, Behrouz H. Far, Amr Guaily |
| 2012 | SMC | Detection of emergent behavior for internet filtering systems. | Mohammad Moshirpour, Payman Mohassel, Armin Eberlein, Behrouz H. Far |
| 2012 | SMC | A method to detect and remove emergent behavior caused by overgeneralization. | Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Armin Eberlein, Behrouz H. Far |
| 2012 | SEKE | Detecting Emergent Behavior in Distributed Systems Caused by Overgeneralization. | Seyedehmehrnaz Mireslami, Mohammad Moshirpour, Behrouz H. Far |
| 2011 | IRI | Model based analysis of internet filtering systems. | Mohammad Moshirpour, Payman Mohassel, Behrouz H. Far |
| 2011 | KSEM | Multi-Agent System for Semantic Web Service Composition. | Elham Paikari, Emadoddin Livani, Mohammad Moshirpour, Behrouz H. Far, Gnther Ruhe |
| 2011 | SMC | Detecting emergent behavior in distributed systems using an ontology based methodology. | Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far |
| 2010 | IRI | Model based detection of implied scenarios in multi agent systems. | Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far |
| 2010 | IRI | A stochastic time series generator with adaptive software architecture. | Ognjen Sobajic, Nesa Ilich, Mahmood Moussavi, Behrouz H. Far |
| 2010 | ICTAI | A Technique and a Tool to Detect Emergent Behavior of Distributed Systems Using Scenario-Based Specifications. | Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far |
| 2010 | PLOP | Parameterized strategy pattern. | Ognjen Sobajic, Mahmood Moussavi, Behrouz H. Far |
| 2010 | SEKE | A Multiagent System for Automate Detection and Diagnosis of Active Tuberculosis on Chest Radiograph and CT Thorax. | Abdel Halim Elamy, Behrouz H. Far, Richard Long |
| 2010 | SEKE | Conflict Analysis in Commercial Off-The-Shelf (COTS) Based Development. | Hamdy Ibrahim, Tom Wanyama, Armin Eberlein, Behrouz H. Far |
| 2010 | SEKE | Detecting Emergent Behavior in Distributed Systems Using Scenario-Based Specifications. | Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far |
| 2009 | ICTAI | Runtime Monitoring of Multi-agent Manufacturing Systems for Deadlock Detection Based on Models. | Nariman Mani, Vahid Garousi, Behrouz H. Far |
| 2009 | SEKE | Realization of Semantic Search Using Concept Learning and Document Annotation Agents. | Behrouz H. Far, Cheng Zhong, Zilan (Nancy) Yang, Mohsen Afsharchi |
| 2008 | ICECCS | Revisiting Safe Realizability of Message Sequence Charts Specifications. | Abdolmajid Mousavi, Behrouz H. Far |
| 2008 | IRI | A General Purpose Software Evaluation System. | Behrouz H. Far, Vani Mudigonda, Abdel Halim Elamy |
| 2008 | ICTAI | A UML-Based Conversion Tool for Monitoring and Testing Multi-agent Systems. | Nariman Mani, Vahid Garousi, Behrouz H. Far |
| 2008 | SEKE | Eliciting Scenarios from Scenarios. | Abdolmajid Mousavi, Behrouz H. Far |
| 2008 | SEKE | Ontology-learning Supported Sematic Search Using Cooperative Agents. | Cheng Zhong, Zilan (Nancy) Yang, Mohsen Afsharchi, Behrouz H. Far |
| 2007 | IRI | Agent-based Adaptive Information Systems: Integration of Operational Roles and Performance Indicators. | Nora Houari, Behrouz H. Far |
| 2006 | ICTAI | Intelligent Software Measurement System for Automating the Goal-Question-Metrics Process. | Junling Huang, Behrouz H. Far |
| 2000 | SMC | Modeling, extraction and reuse of organizational knowledge. | Behrouz H. Far |
| 1999 | APSEC | Software Creation: Detail of Human Design Knowledge and Its Application to Automatic Software Design. | Hassan Abolhassani, Hui Chen, Behrouz H. Far, Zenya Koono |
| 1999 | DIS | Mining Adaptation Rules from Cases in CBR Systems. | Shadan Saniepour, Behrouz H. Far |
| 1995 | SEKE | Software Creation: Using Specification and Description Language (SDL) for Capturing and Reusing Human Experts' Knowledge in Software Design. | Behrouz H. Far, Hui Chen, Zenya Koono |
| 1993 | SEKE | Software Creation: Towards Automatic Software Design By Simulating Human Designers. | Zenya Koono, Behrouz H. Far, Takeshi Baba, Yasukiyo Yamasaki, Mari Ohmori, Ken-Ichiroh Hatae |
| 1993 | SEKE | Software Creation: Implementation and Application of Design Process Knowledge in Automatic Software Design. | Zenya Koono, Behrouz H. Far, Takeshi Takizawa, Mari Ohmori, Ken-Ichiroh Hatae, Takeshi Baba |