| 2024 | AI | Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions. | Hamidreza Rouzegar, Masoud Makrehchi |
| 2024 | CEC | Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. | Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan |
| 2024 | CEC | Enhancing Diversity in Multi-Objective Feature Selection. | Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi |
| 2024 | MODELS | A Comparative Study of Large Language Models for Goal Model Extraction. | Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi |
| 2024 | NLDB | Coherence Graphs: Bridging the Gap in Text Segmentation with Unsupervised Learning. | Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi |
| 2024 | QUATIC | Goal Model Extraction from User Stories Using Large Language Models. | Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi |
| 2023 | CIKM | The 3rd International Workshop on Mining and Learning in the Legal Domain. | Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour |
| 2023 | ECIR | Uncertainty Quantification for Text Classification. | Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova |
| 2023 | SMC | A Pairwise Surrogate Model using GNN for Evolutionary Optimization. | Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi |
| 2023 | SMC | Self-Supervised Learning Using Noisy-Latent Augmentation. | Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi |
| 2023 | SMC | Ranking Center-based NSGA-II. | Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Masoud Makrehchi |
| 2023 | SIGIR | Uncertainty Quantification for Text Classification. | Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He |
| 2023 | SDM | Making a Computational Attorney. | Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier |
| 2021 | GECCO | House price prediction using clustering and genetic programming along with conducting a comparative study. | Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi |
| 2021 | ICDAR | A More Effective Sentence-Wise Text Segmentation Approach Using BERT. | Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi |
| 2020 | GECCO | A pareto front-based metric to identify major bitcoin networks influencers. | Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli |
| 2019 | EMO | Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. | Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard |
| 2015 | ICDM | Temporal Topic Inference for Trend Prediction. | Somayyeh Aghababaei, Masoud Makrehchi |
| 2015 | ICDM | Exploiting Class Bias for Discovery of Topical Experts in Social Media. | Iuliia Chepurna, Masoud Makrehchi |
| 2011 | RecSys | Social link recommendation by learning hidden topics. | Masoud Makrehchi |
| 2010 | CIKM | Smuc 2010 industry panel. | Nayer M. Wanas, Masoud Makrehchi, Jos Carlos Cortizo |
| 2008 | ECIR | Automatic Extraction of Domain-Specific Stopwords from Labeled Documents. | Masoud Makrehchi, Mohamed S. Kamel |
| 2007 | ICDM | A Text Classification Framework with a Local Feature Ranking for Learning Social Networks. | Masoud Makrehchi, Mohamed S. Kamel |
| 2007 | ICDM | Learning Term Dependency Links Using Information Theoretic Inclusion Measure. | Masoud Makrehchi, Mohamed S. Kamel |
| 2007 | SMC | Learning social networks using multiple resampling method. | Masoud Makrehchi, Mohamed S. Kamel |
| 2007 | SMC | Combining feature ranking for text classification. | Masoud Makrehchi, Mohamed S. Kamel |
| 2004 | SMC | An information-theoretic measure to evaluate data partitions in multiple classifiers. | Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel |
| 2003 | IFSA | Generation of Fuzzy Membership Function Using Information Theory Measures and Genetic Algorithm. | Masoud Makrehchi, Otman A. Basir, Mohamed Kamel |