Masoud Makrehchi

According to our database, Masoud Makrehchi authored at least 75 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions.

Hamdireza Rouzegar, Masoud Makrehchi

CoRR, 2024

Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation.

Hamidreza Rouzegar, Masoud Makrehchi

CoRR, 2024

A Systematic Review of AI-Enabled Frameworks in Requirements Elicitation.

Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi

IEEE Access, 2024

Goal Model Extraction from User Stories Using Large Language Models.

Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi

Proceedings of the Quality of Information and Communications Technology, 2024

Coherence Graphs: Bridging the Gap in Text Segmentation with Unsupervised Learning.

Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi

Proceedings of the Natural Language Processing and Information Systems, 2024

A Comparative Study of Large Language Models for Goal Model Extraction.

Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi

Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

Enhancing Diversity in Multi-Objective Feature Selection.

Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences.

Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Log Anomaly Detection by Leveraging LLM-Based Parsing and Embedding with Attention Mechanism.

Asma Fariha, Vida Gharavian, Masoud Makrehchi, Shahryar Rahnamayan, Sanaa A. Alwidian, Akramul Azim

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Proceedings of the 3rd International Workshop on Mining and Learning in the Legal Domain (MLLD-23).

Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour

CoRR, 2023

Enhancing Content-Based Histopathology Image Retrieval Using QR Code Representation.

Hamidreza Rouzegar, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Intrusion Detection for Wireless Sensor Network Using Graph Neural Networks.

Vida Gharavian, Rasa Khosrowshahli, Qusay H. Mahmoud, Masoud Makrehchi, Shahryar Rahnamayan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

A Task Scheduler for Mobile Edge Computing Using Priority-based Reinforcement Learning.

Amin Avan, Farnaz Kheiri, Qusay H. Mahmoud, Akramul Azim, Masoud Makrehchi, Shahryar Rahnamayan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Ranking Center-based NSGA-II.

Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Masoud Makrehchi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Self-Supervised Learning Using Noisy-Latent Augmentation.

Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

A Pairwise Surrogate Model using GNN for Evolutionary Optimization.

Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Uncertainty Quantification for Text Classification.

Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Making a Computational Attorney.

Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Uncertainty Quantification for Text Classification.

Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova

Proceedings of the Advances in Information Retrieval, 2023

The 3rd International Workshop on Mining and Learning in the Legal Domain.

Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021

Edge-centric multi-view network representation for link mining in signed social networks.

Mahboubeh Ahmadalinezhad, Masoud Makrehchi

Expert Syst. Appl., 2021

A More Effective Sentence-Wise Text Segmentation Approach Using BERT.

Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

House price prediction using clustering and genetic programming along with conducting a comparative study.

Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Document classification using convolutional neural networks with small window sizes and latent semantic analysis.

Eren Gultepe, Mehran Kamkarhaghighi, Masoud Makrehchi

Web Intell., 2020

Basketball lineup performance prediction using edge-centric multi-view network analysis.

Mahboubeh Ahmadalinezhad, Masoud Makrehchi

Soc. Netw. Anal. Min., 2020

A pareto front-based metric to identify major bitcoin networks influencers.

Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Interpolative self-training approach for link prediction.

Somayyeh Aghababaei, Masoud Makrehchi

Intell. Data Anal., 2019

Comparing Genetic Programming with Other Data Mining Techniques on Prediction Models.

Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Naveen Kalra

Proceedings of the 14th International Conference on Computer Science & Education, 2019

Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization.

Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Basketball lineup performance prediction using network analysis.

Mahboubeh Ahmadalinezhad, Masoud Makrehchi, Neil Seward

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Deep Learning for Document Representation.

Mehran Kamkarhaghighi, Eren Gultepe, Masoud Makrehchi

Proceedings of the Handbook of Deep Learning Applications., 2019

2018

Mining Twitter data for crime trend prediction.

Somayyeh Aghababaei, Masoud Makrehchi

Intell. Data Anal., 2018

Improving clustering performance using independent component analysis and unsupervised feature learning.

Eren Gultepe, Masoud Makrehchi

Hum. centric Comput. Inf. Sci., 2018

Sign Prediction in Signed Social Networks Using Inverse Squared Metric.

Mahboubeh Ahmadalinezhad, Masoud Makrehchi

Proceedings of the Social, Cultural, and Behavioral Modeling, 2018

Detecting Agreement and Disagreement in Political Debates.

Mahboubeh Ahmadalinezhad, Masoud Makrehchi

Proceedings of the Social, Cultural, and Behavioral Modeling, 2018

Latent Semantic Analysis Boosted Convolutional Neural Networks for Document Classification.

Eren Gultepe, Mehran Kamkarhaghighi, Masoud Makrehchi

Proceedings of the 5th International Conference on Behavioral, 2018

2017

Extracting domain-specific stopwords for text classifiers.

Masoud Makrehchi, Mohamed S. Kamel

Intell. Data Anal., 2017

Activity-based Twitter sampling for content-based and user-centric prediction models.

Somayyeh Aghababaei, Masoud Makrehchi

Hum. centric Comput. Inf. Sci., 2017

Content Tree Word Embedding for document representation.

Mehran Kamkarhaghighi, Masoud Makrehchi

Expert Syst. Appl., 2017

2016

Predicting political conflicts from polarized social media.

Masoud Makrehchi

Web Intell., 2016

Hierarchical Agglomerative Clustering Using Common Neighbours Similarity.

Masoud Makrehchi

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Discovering Credible Twitter Users in Stock Market Domain.

Mehran Kamkarhaghighi, Iuliia Chepurna, Somayyeh Aghababaei, Masoud Makrehchi

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Social Filtering: User-Centric Approach to Social Trend Prediction.

Iuliia Chepurna, Masoud Makrehchi

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

We Didn't Miss You: Interpolating Missing Opinions.

Iuliia Chepurna, Masoud Makrehchi

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Mining Social Media Content for Crime Prediction.

Somayyeh Aghababaei, Masoud Makrehchi

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Automated detection of atrial fibrillation episode using novel heart rate variability features.

Mehrin Gilani, J. Mikael Eklund, Masoud Makrehchi

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Interpolative self-training approach for sentiment analysis.

Somayyeh Aghababaei, Masoud Makrehchi

Proceedings of the 2016 International Conference on Behavioral, 2016

Activity-based sampling of Twitter users for temporal prediction models.

Somayyeh Aghababaei, Eren Gultepe, Iuliia Chepurna, Masoud Makrehchi

Proceedings of the 2016 International Conference on Behavioral, 2016

2015

Evaluating feature ranking methods in text classifiers.

Masoud Makrehchi

Intell. Data Anal., 2015

How to Predict Social Trends by Mining User Sentiments.

Iuliia Chepurna, Somayyeh Aghababaei, Masoud Makrehchi

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Exploiting Class Bias for Discovery of Topical Experts in Social Media.

Iuliia Chepurna, Masoud Makrehchi

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Temporal Topic Inference for Trend Prediction.

Somayyeh Aghababaei, Masoud Makrehchi

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

The Correlation between Language Shift and Social Conflicts in Polarized Social Media.

Masoud Makrehchi

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media.

Wenhui Liao, Sameena Shah, Masoud Makrehchi

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

2013

Stock Prediction Using Event-Based Sentiment Analysis.

Masoud Makrehchi, Sameena Shah, Wenhui Liao

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

2012

Feature ranking fusion for text classifier.

Masoud Makrehchi, Mohamed S. Kamel

Intell. Data Anal., 2012

2011

An information theoretic approach to generating fuzzy hypercubes for if-then classifiers.

Masoud Makrehchi, Mohamed S. Kamel

J. Intell. Fuzzy Syst., 2011

Taxonomy-based Document Clustering.

Masoud Makrehchi

J. Digit. Inf. Manag., 2011

Impact of Term Dependency and Class Imbalance on the Performance of Feature Ranking Methods.

Masoud Makrehchi, Mohamed S. Kamel

Int. J. Pattern Recognit. Artif. Intell., 2011

Social link recommendation by learning hidden topics.

Masoud Makrehchi

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

2010

Filter-Based Data Partitioning for Training Multiple Classifier Systems.

Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel

IEEE Trans. Knowl. Data Eng., 2010

Query-relevant document representation for text clustering.

Masoud Makrehchi

Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010

Smuc 2010 industry panel.

Nayer M. Wanas, Masoud Makrehchi, José Carlos Cortizo

Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, 2010

2008

Automatic Extraction of Domain-Specific Stopwords from Labeled Documents.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the Advances in Information Retrieval , 2008

2007

Feature Ranking for Text Classifiers.

Masoud Makrehchi

PhD thesis, 2007

Automatic Taxonomy Extraction Using Google and Term Dependency.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Combining feature ranking for text classification.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the IEEE International Conference on Systems, 2007

Learning social networks using multiple resampling method.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the IEEE International Conference on Systems, 2007

Learning Term Dependency Links Using Information Theoretic Inclusion Measure.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Text Classification Framework with a Local Feature Ranking for Learning Social Networks.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Learning Social Networks from Web Documents Using Support Vector Classifiers.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

2005

Text Classification Using Small Number of Features.

Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Data Partitioning Evaluation Measures for Classifier Ensembles.

Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

2004

An information-theoretic measure to evaluate data partitions in multiple classifiers.

Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel

Proceedings of the IEEE International Conference on Systems, 2004

2003

Generation of Fuzzy Membership Function Using Information Theory Measures and Genetic Algorithm.

Masoud Makrehchi, Otman A. Basir, Mohamed Kamel

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003