Behrouz H. Far

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 43

Top Venues

Publications

Mahmood Khalghollah, Esmaeil Shakeri, Azam Zare, Behrouz H. Far, Amir Sanati-Nezhad
Fluid Path Detection Model for Lab on a Chip Images Using Deep Learning-Based Segmentation Approach. FLAIRS (2024)
Esmaeil Shakeri, Emad Mohammed, Trafford Crump, Ezekiel Weis, Carol L. Shields, Sandor R. Ferenczy, Behrouz H. Far
Deep Learning-Based Detection and Classification of Uveal Melanoma Using Convolutional Neural Networks and SHAP Analysis. IRI (2023)
Esmaeil Shakeri, Trafford Crump, Ezekiel Weis, Emad Mohammed, Roberto Souza, Behrouz H. Far
Explaining Eye Diseases Detected by Machine Learning Using SHAP: A Case Study of Diabetic Retinopathy and Choroidal Nevus. SN Comput. Sci. 4 (5) (2023)
Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far
Reinforcement Learning based Recommender Systems: A Survey. ACM Comput. Surv. 55 (7) (2023)
Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far
Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning. AI (2022)
Mohammad Noaeen, Atharva Naik, Liana Goodman, Jared Crebo, Taimoor Abrar, Zahra Shakeri Hossein Abad, Ana L. C. Bazzan, Behrouz H. Far
Reinforcement learning in urban network traffic signal control: A systematic literature review. Expert Syst. Appl. 199 (2022)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting Use Case Scenarios in Requirements Artifacts: A Deep Learning Approach. IEA/AIE (2022)
Fatemeh Sharifi, Emad A. Mohammed, Trafford Crump, Behrouz H. Far
Explainable Analytics to Predict the Quality of Life in Patients with Prostate Cancer from Longitudinal Data. Appl. Artif. Intell. 36 (1) (2022)
Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far
Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. IRI (2021)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Generating Sequence Diagram from Natural Language Requirements. RE Workshops (2021)
Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far
Reinforcement learning based recommender systems: A survey. CoRR (2021)
Anja Slama, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detection of Asynchronous Concatenation Emergent Behaviour in Multi-Agent Systems. KES-AMSTA (2021)
Elias Abdollahnejad, Marilynn Kalman, Behrouz H. Far
A Deep Learning BERT-Based Approach to Person-Job Fit in Talent Recruitment. CSCI (2021)
Kuo Yang, Emad A. Mohammed, Behrouz H. Far
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. IRI (2021)
Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far
An Exploration On-demand Article Recommender System for Cancer Patients Information Provisioning. FLAIRS Conference (2021)
Kuo Yang, Emad A. Mohammed, Behrouz H. Far
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. CoRR (2021)
Farid Talebloo, Emad A. Mohammed, Behrouz H. Far
Dynamic and Systematic Survey of Deep Learning Approaches for Driving Behavior Analysis. CoRR (2021)
Mohammad Mehdi Afsar, Trafford Crump, Behrouz H. Far
A Load Balanced Recommendation Approach. CoRR (2021)
Farid Talebloo, Emad A. Mohammed, Behrouz H. Far
Deep Learning Approach for Aggressive Driving Behaviour Detection. CoRR (2021)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting Emergent Behavior in Scenario-Based Specifications using a Probabilistic Model. MoDRE@RE (2020)
Mohammad Noaeen, Behrouz H. Far
The Efficacy of Using Social Media Data for Designing Traffic Management Systems. CrowdRE@RE (2020)
Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far
A Method for Alternatives Ranking Using an OWA Operator Based on the Laplace Distribution. SMC (2020)
Esmaeil Shakeri, Behrouz H. Far
Exploring the requirements of pandemic awareness systems: a case study of COVID-19 using social media data. ASE Workshops (2020)
Fatemeh Sharifi, Emad A. Mohammed, Trafford Crump, Behrouz H. Far
A Cluster-Based Machine Learning Model for Large Healthcare Data Analysis. Innovate-Data (2019)
Mohammad Mehdi Afsar, R. Trafford Crump, Behrouz H. Far
Energy-Efficient Coalition Formation in Sensor Networks: a Game-Theoretic Approach. CCECE (2019)
Mohammad Noaeen, Behrouz H. Far
Social media analysis for traffic management. ICGSE (2019)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting emergent behaviors and implied scenarios in scenario-based specifications: a machine learning approach. MiSE@ICSE (2019)
Yasaman Amannejad, Diwakar Krishnamurthy, Behrouz H. Far
Prospective: A Data-Driven Technique to Predict Web Service Response Time Percentiles. IEEE Access 7 (2019)
Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Behrouz H. Far
Supporting analysts by dynamic extraction and classification of requirements-related knowledge. ICSE (2019)
Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker
Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption. EASE (2018)
Reeta Suman, Behrouz H. Far, Emad A. Mohammed, Ashok Nair, Sanaz Janbakhsh
Visualization of Server Log Data for Detecting Abnormal Behaviour. IRI (2018)
Anja Slama, Fatemeh Hendijani Fard, Behrouz H. Far
A Hybrid System for Detection of Implied Scenarios in Distributed Software Systems (S). SEKE (2018)
Sepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo
Vehicle Trajectory Prediction with Gaussian Process Regression in Connected Vehicle Environment$\star$. Intelligent Vehicles Symposium (2018)
Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker
Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption. CoRR (2018)
Sahil Dhankhad, Emad A. Mohammed, Behrouz H. Far
Supervised Machine Learning Algorithms for Credit Card Fraudulent Transaction Detection: A Comparative Study. IRI (2018)
Emad A. Mohammed, Mostafa M. A. Mohamed, Christopher Naugler, Behrouz H. Far
Toward leveraging big value from data: chronic lymphocytic leukemia cell classification. Netw. Model. Anal. Health Informatics Bioinform. 6 (1) (2017)
Mostafa M. A. Mohamed, Mohamed F. Ibrahim, Behrouz H. Far
Measuring the potential of zonal control in large open areas on reducing the heating/AC energy. SMC (2017)
Hamdy Ibrahim, Behrouz H. Far
Clustering and Artificial Neural Network Ensembles Based Effort Estimation. SEKE (2016)
Hamdy A. Ibrahim, Ahmed K. Aly, Behrouz H. Far
A system for vehicle collision and rollover detection. CCECE (2016)
Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far
Breast tumor classification using a new OWA operator. Expert Syst. Appl. 61 (2016)
Elham Akhond Zadeh Noughabi, Behrouz H. Far, Bijan Raahemi
Predicting Students' Behavioral Patterns in University Networks for Efficient Bandwidth Allocation: A Hybrid Data Mining Method (Application Paper). IRI (2016)
Mohamed F. Ibrahim, Mostafa M. A. Mohamed, Behrouz H. Far
Measuring the effectiveness of zonal heating control for energy saving. SMC (2016)
Arina Esmaeilpour, Elnaz Bigdeli, Fatemeh Cheraghchi, Bijan Raahemi, Behrouz H. Far
Distributed Gaussian Mixture Model Summarization Using the MapReduce Framework. Canadian Conference on AI (2016)
Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far
Verification of lack of emergent behavior in extending a social network of agents. Soc. Netw. Anal. Min. 5 (1) (2015)
Sepideh Afkhami Goli, Behrouz H. Far, Abraham O. Fapojuwo
Cooperative Multi-sensor Multi-vehicle Localization in Vehicular Adhoc Networks. IRI (2015)
Emad A. Mohammed, Charan Aulakh, Diwakar Krishnamurthy, Christopher T. Naugler, Behrouz H. Far
Short-term travel time estimation: A case study. CCECE (2015)
Soheil Salehian, Behrouz H. Far
Embedded Real Time Blink Detection System for Driver Fatigue Monitoring. SEKE (2015)
Hamdy Ibrahim, Behrouz H. Far
Simulation-based benefit analysis of pattern recognition application in intelligent transportation systems. CCECE (2015)
Fatemeh Hendijani Fard, Behrouz H. Far
Detection of implied scenarios in multiagent systems with clustering agents' communications. IRI (2014)
Hamdy Ibrahim, Behrouz H. Far
Data-oriented intelligent transportation systems. IRI (2014)
Elahe Paikari, Behrouz H. Far
Analysis, Design and Implementation of an Agent Based System for Simulating Connected Vehicles. SEKE (2014)
Elahe Paikari, Shahram Tahmasseby, Behrouz H. Far
A simulation-based benefit analysis of deploying connected vehicles using dedicated short range communication. Intelligent Vehicles Symposium (2014)
Lisa Graham, Mohammad Moshirpour, Michael Smith, Behrouz H. Far
Designing interactive health care systems: Bridging the gap between patients and health care professionals. BHI (2014)
Charanjeet Kaur, Diwakar Krishnamurthy, Behrouz H. Far
Using Web Mining to Support Low Cost Historical Vehicle Traffic Analytics. SEKE (2014)
Elahe Paikari, Mohammad Moshirpour, Reda Alhajj, Behrouz H. Far
Data integration and clustering for real time crash prediction. IRI (2014)
Emad A. Mohammed, Mostafa M. A. Mohamed, Christopher Naugler, Behrouz H. Far
Chronic lymphocytic leukemia cell segmentation from microscopic blood images using watershed algorithm and optimal thresholding. CCECE (2013)
Fatemeh Hendijani Fard, Behrouz H. Far
Detecting distributed software components that will not cause emergent behavior in asynchronous communication style. IRI (2013)
Fatemeh Hendijani Fard, Behrouz H. Far
Visualizing the network of software agents for verification of multiagent systems. ASONAM (2013)
Maris Sekar, Mohammad Moshirpour, Julian Serfontein, Behrouz H. Far
Using Neuro-fuzzy Models to Benchmark Road Safety Management Systems. SMC (2013)
Mohammad Moshirpour, Armin Eberlein, Behrouz H. Far
Automated Construction of System Domain Knowledge Using an Ontology-Based Approach (S). SEKE (2013)
Mohsen Afsharchi, Arman Didandeh, Nima Mirbakhsh, Behrouz H. Far
Common understanding in a multi-agent system using ontology-guided learning. Knowl. Inf. Syst. 36 (1) (2013)
Seyedehmehrnaz Mireslami, Behrouz H. Far
Automated verification of AUML based multi-agent system design. CCECE (2013)
Emad A. Mohammed, Behrouz H. Far, Mostafa M. A. Mohamed, Christopher Naugler
Automatic working area localization in blood smear microscopic images using machine learning algorithms. BIBM (2013)
Mohammad Moshirpour, Shimaa M. El-Sherif, Reda Alhajj, Behrouz H. Far
Analyzing the scalability of a social network of agents. ASONAM (2013)
Seyedehmehrnaz Mireslami, Behrouz H. Far
A System-Level Approach for Model-Based Verification of Distributed Software Systems. SMC (2013)
Fatemeh Hendijani Fard, Behrouz H. Far
Detecting a certain kind of emergent behavior in multi agent systems applied on mase methodology. CCECE (2013)
Beenish Khurshid, Mohammad Moshirpour, Armin Eberlein, Behrouz H. Far
An automated ontology generation technique for an emergent behavior detection system. IRI (2013)
Elham Paikari, Lina Kattan, Shahram Tahmasseby, Behrouz H. Far
Modeling and simulation of advisory speed and re-routing strategies in connected vehicles systems for crash risk and travel time reduction. CCECE (2013)
Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far
Detecting Emergent Behavior in Distributed Systems using Scenario-Based Specifications. Int. J. Softw. Eng. Knowl. Eng. 22 (6) (2012)
Mostafa M. A. Mohamed, Behrouz H. Far
An enhanced threshold based technique for white blood cells nuclei automatic segmentation. Healthcom (2012)
Fatemeh Hendijani Fard, Behrouz H. Far
A method for detecting agents that will not cause emergent behavior in agent based systems - A case study in agent based auction systems -. IRI (2012)
Mostafa M. A. Mohamed, Behrouz H. Far, Amr Guaily
An efficient technique for white blood cells nuclei automatic segmentation. SMC (2012)
Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Armin Eberlein, Behrouz H. Far
A method to detect and remove emergent behavior caused by overgeneralization. SMC (2012)
Seyedehmehrnaz Mireslami, Mohammad Moshirpour, Behrouz H. Far
Detecting Emergent Behavior in Distributed Systems Caused by Overgeneralization. SEKE (2012)
Lina Kattan, Mahmood Mousavi, Behrouz H. Far, Colin Harschnitz, Ahmad Radmanesh, Saeid Saidi
Microsimulation Evaluation of the Potential Impacts of Vehicle-to-Vehicle Communication (V2V) in Disseminating Warning Information under High Incident Occurrence Conditions. Int. J. Intell. Transp. Syst. Res. 10 (3) (2012)
Fatemeh Hendijani Fard, Behrouz H. Far
Clustering Social Networks to Remove Neutral Nodes. ASONAM (2012)
Fatemeh Hendijani Fard, Behrouz H. Far
Detecting emergent behavior in autonomous distributed systems with many components of the same type. SMC (2012)
Mohammad Moshirpour, Seyedehmehrnaz Mireslami, Reda Alhajj, Behrouz H. Far
Automated ontology construction from scenario based software requirements using clustering techniques. IRI (2012)
Mostafa Mohamed A. Mohamed, Behrouz H. Far
A Fast Technique for White Blood Cells Nuclei Automatic Segmentation Based on Gram-Schmidt Orthogonalization. ICTAI (2012)
Mohammad Moshirpour, Payman Mohassel, Armin Eberlein, Behrouz H. Far
Detection of emergent behavior for internet filtering systems. SMC (2012)
Mohammad Moshirpour, Reda Alhajj, Mahmood Moussavi, Behrouz H. Far
Detecting emergent behavior in distributed systems using an ontology based methodology. SMC (2011)
Elham Paikari, Emadoddin Livani, Mohammad Moshirpour, Behrouz H. Far, Günther Ruhe
Multi-Agent System for Semantic Web Service Composition. KSEM (2011)
Mohammad Moshirpour, Payman Mohassel, Behrouz H. Far
Model based analysis of internet filtering systems. IRI (2011)
Abdel Halim Elamy, Behrouz H. Far, Richard Long
A Multiagent System for Automate Detection and Diagnosis of Active Tuberculosis on Chest Radiograph and CT Thorax. SEKE (2010)
Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far
Model based detection of implied scenarios in multi agent systems. IRI (2010)
Hamdy Ibrahim, Tom Wanyama, Armin Eberlein, Behrouz H. Far
Conflict Analysis in Commercial Off-The-Shelf (COTS) Based Development. SEKE (2010)
Ognjen Sobajic, Mahmood Moussavi, Behrouz H. Far
Parameterized strategy pattern. PLoP (2010)
Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far
A Technique and a Tool to Detect Emergent Behavior of Distributed Systems Using Scenario-Based Specifications. ICTAI (1) (2010)
Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far
Detecting Emergent Behavior in Distributed Systems Using Scenario-Based Specifications. SEKE (2010)
Nariman Mani, Vahid Garousi, Behrouz H. Far
Search-Based Testing of Multi-Agent Manufacturing Systems for Deadlocks Based on Models. Int. J. Artif. Intell. Tools 19 (4) (2010)
Ognjen Sobajic, Nesa Ilich, Mahmood Moussavi, Behrouz H. Far
A stochastic time series generator with adaptive software architecture. IRI (2010)
Behrouz H. Far, Cheng Zhong, Zilan (Nancy) Yang, Mohsen Afsharchi
Realization of Semantic Search Using Concept Learning and Document Annotation Agents. SEKE (2009)
Hamdy Ibrahim, Behrouz H. Far, Armin Eberlein
Tradeoff and Sensitivity Analysis of a Hybrid Model for Ranking Commercial Off-the-Shelf Products. ECBS (2009)
Behrouz H. Far, Vani Mudigonda, Abdel Halim Elamy
A General Purpose Software Evaluation System. Informatica (Slovenia) 33 (3) (2009)
Nariman Mani, Vahid Garousi, Behrouz H. Far
Runtime Monitoring of Multi-agent Manufacturing Systems for Deadlock Detection Based on Models. ICTAI (2009)
Behrouz H. Far, Vani Mudigonda, Abdel Halim Elamy
A General Purpose Software Evaluation System. IRI (2008)
Cheng Zhong, Zilan (Nancy) Yang, Mohsen Afsharchi, Behrouz H. Far
Ontology-learning Supported Sematic Search Using Cooperative Agents. SEKE (2008)
Li Jiang, Armin Eberlein, Behrouz H. Far
A case study validation of a knowledge-based approach for the selection of requirements engineering techniques. Requir. Eng. 13 (2) (2008)
Abdolmajid Mousavi, Behrouz H. Far
Revisiting Safe Realizability of Message Sequence Charts Specifications. ICECCS (2008)
Li Jiang, Armin Eberlein, Behrouz H. Far, Majid Mousavi
A methodology for the selection of requirements engineering techniques. Softw. Syst. Model. 7 (3) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Behrouz H. Far