Masoud Makrehchi

88 papers A* 2A 4B 13C 2Misc 1Journal 30Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey of Domain-Specific Fine-Tuned Large Language Models. IEEE Access Paria Sarzaeim, Akramul Azim, Gary Bauer, Masoud Makrehchi
2026	J	`jnl`	A comparative study on population-based multi-objective feature selection. Int. J. Mach. Learn. Cybern. Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2026	J	`jnl`	Mitigating data center bias in cancer classification: Transfer bias unlearning and feature size reduction via conflict-of-interest free multi-objective optimization. Artif. Intell. Medicine Farnaz Kheiri, Shahryar Rahnamayan, Masoud Makrehchi
2025	—	`conf`	LineDi2Vec: An Edge-Based Graph Embedding on Signed Social Networks. ASONAM (2) Chen Xing, Masoud Makrehchi
2025	J	`jnl`	Population-level center-based sampling for meta-heuristic algorithms. Swarm Evol. Comput. Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Azam Asilian Bidgoli, Masoud Makrehchi
2025	J	`jnl`	Reverse Supervision at Scale: Exponential Search Meets the Economics of Annotation. CoRR Masoud Makrehchi
2025	J	`jnl`	The Impact of Role Design in In-Context Learning for Large Language Models. CoRR Hamidreza Rouzegar, Masoud Makrehchi
2025	J	`jnl`	Three Lenses on the AI Revolution: Risk, Transformation, Continuity. CoRR Masoud Makrehchi
2025	J	`jnl`	When Small Acts Scale: Ethical Thresholds in Network Diffusion. CoRR Masoud Makrehchi
2024	—	`conf`	A Comparative Study of Large Language Models for Goal Model Extraction. MoDELS (Companion) Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi
2024	J	`jnl`	A Systematic Review of AI-Enabled Frameworks in Requirements Elicitation. IEEE Access Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi
2024	—	`conf`	Coherence Graphs: Bridging the Gap in Text Segmentation with Unsupervised Learning. NLDB (2) Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi
2024	B	`conf`	Enhancing Diversity in Multi-Objective Feature Selection. CEC Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
2024	J	`jnl`	Enhancing Diversity in Multi-objective Feature Selection. CoRR Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
2024	J	`jnl`	Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation. CoRR Hamidreza Rouzegar, Masoud Makrehchi
2024	B	`conf`	Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. CEC Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan
2024	—	`conf`	Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions. Canadian AI Hamidreza Rouzegar, Masoud Makrehchi
2024	J	`jnl`	Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions. CoRR Hamdireza Rouzegar, Masoud Makrehchi
2024	Misc	`conf`	Goal Model Extraction from User Stories Using Large Language Models. QUATIC Vaishali Siddeshwar, Sanaa A. Alwidian, Masoud Makrehchi
2024	—	`conf`	Line Graph is the Key: An Exploration of Line Graph on Link Prediction with Social Networks. BESC Chen Xing, Masoud Makrehchi
2024	—	`conf`	Log Anomaly Detection by Leveraging LLM-Based Parsing and Embedding with Attention Mechanism. CCECE Asma Fariha, Vida Gharavian, Masoud Makrehchi, Shahryar Rahnamayan, Sanaa A. Alwidian, Akramul Azim
2023	B	`conf`	A Pairwise Surrogate Model using GNN for Evolutionary Optimization. SMC Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	—	`conf`	A Task Scheduler for Mobile Edge Computing Using Priority-based Reinforcement Learning. SSCI Amin Avan, Farnaz Kheiri, Qusay H. Mahmoud, Akramul Azim, Masoud Makrehchi, Shahryar Rahnamayan
2023	—	`conf`	Enhancing Content-Based Histopathology Image Retrieval Using QR Code Representation. SSCI Hamidreza Rouzegar, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	—	`conf`	Intrusion Detection for Wireless Sensor Network Using Graph Neural Networks. SSCI Vida Gharavian, Rasa Khosrowshahli, Qusay H. Mahmoud, Masoud Makrehchi, Shahryar Rahnamayan
2023	A	`conf`	Making a Computational Attorney. SDM Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier
2023	J	`jnl`	Making a Computational Attorney. CoRR Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier
2023	J	`jnl`	Proceedings of the 3rd International Workshop on Mining and Learning in the Legal Domain (MLLD-23). CoRR Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour
2023	B	`conf`	Ranking Center-based NSGA-II. SMC Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Masoud Makrehchi
2023	B	`conf`	Self-Supervised Learning Using Noisy-Latent Augmentation. SMC Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	A	`conf`	The 3rd International Workshop on Mining and Learning in the Legal Domain. CIKM Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour
2023	—	`conf`	Uncertainty Quantification for Text Classification. ECIR (3) Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova
2023	A*	`conf`	Uncertainty Quantification for Text Classification. SIGIR Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He
2021	—	`conf`	A More Effective Sentence-Wise Text Segmentation Approach Using BERT. ICDAR (4) Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi
2021	J	`jnl`	Edge-centric multi-view network representation for link mining in signed social networks. Expert Syst. Appl. Mahboubeh Ahmadalinezhad, Masoud Makrehchi
2021	—	`conf`	House price prediction using clustering and genetic programming along with conducting a comparative study. GECCO Companion Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi
2020	—	`conf`	A pareto front-based metric to identify major bitcoin networks influencers. GECCO Companion Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli
2020	J	`jnl`	Basketball lineup performance prediction using edge-centric multi-view network analysis. Soc. Netw. Anal. Min. Mahboubeh Ahmadalinezhad, Masoud Makrehchi
2020	J	`jnl`	Document classification using convolutional neural networks with small window sizes and latent semantic analysis. Web Intell. Eren Gultepe, Mehran Kamkarhaghighi, Masoud Makrehchi
2019	B	`conf`	Basketball lineup performance prediction using network analysis. ASONAM Mahboubeh Ahmadalinezhad, Masoud Makrehchi, Neil Seward
2019	—	`conf`	Comparing Genetic Programming with Other Data Mining Techniques on Prediction Models. ICCSE Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Naveen Kalra
2019	—	`ch.`	Deep Learning for Document Representation. Handbook of Deep Learning Applications Mehran Kamkarhaghighi, Eren Gultepe, Masoud Makrehchi
2019	C	`conf`	Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. EMO Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard
2019	J	`jnl`	Interpolative self-training approach for link prediction. Intell. Data Anal. Somayyeh Aghababaei, Masoud Makrehchi
2018	—	`conf`	Detecting Agreement and Disagreement in Political Debates. SBP-BRiMS Mahboubeh Ahmadalinezhad, Masoud Makrehchi
2018	J	`jnl`	Improving clustering performance using independent component analysis and unsupervised feature learning. Hum. centric Comput. Inf. Sci. Eren Gultepe, Masoud Makrehchi
2018	—	`conf`	Latent Semantic Analysis Boosted Convolutional Neural Networks for Document Classification. BESC Eren Gultepe, Mehran Kamkarhaghighi, Masoud Makrehchi
2018	J	`jnl`	Mining Twitter data for crime trend prediction. Intell. Data Anal. Somayyeh Aghababaei, Masoud Makrehchi
2018	—	`conf`	Sign Prediction in Signed Social Networks Using Inverse Squared Metric. SBP-BRiMS Mahboubeh Ahmadalinezhad, Masoud Makrehchi
2017	J	`jnl`	Activity-based Twitter sampling for content-based and user-centric prediction models. Hum. centric Comput. Inf. Sci. Somayyeh Aghababaei, Masoud Makrehchi
2017	J	`jnl`	Content Tree Word Embedding for document representation. Expert Syst. Appl. Mehran Kamkarhaghighi, Masoud Makrehchi
2017	J	`jnl`	Extracting domain-specific stopwords for text classifiers. Intell. Data Anal. Masoud Makrehchi, Mohamed S. Kamel
2016	—	`conf`	Activity-based sampling of Twitter users for temporal prediction models. BESC Somayyeh Aghababaei, Eren Gultepe, Iuliia Chepurna, Masoud Makrehchi
2016	—	`conf`	Automated detection of atrial fibrillation episode using novel heart rate variability features. EMBC Mehrin Gilani, J. Mikael Eklund, Masoud Makrehchi
2016	B	`conf`	Discovering Credible Twitter Users in Stock Market Domain. WI Mehran Kamkarhaghighi, Iuliia Chepurna, Somayyeh Aghababaei, Masoud Makrehchi
2016	B	`conf`	Hierarchical Agglomerative Clustering Using Common Neighbours Similarity. WI Masoud Makrehchi
2016	—	`conf`	Interpolative self-training approach for sentiment analysis. BESC Somayyeh Aghababaei, Masoud Makrehchi
2016	B	`conf`	Mining Social Media Content for Crime Prediction. WI Somayyeh Aghababaei, Masoud Makrehchi
2016	J	`jnl`	Predicting political conflicts from polarized social media. Web Intell. Masoud Makrehchi
2016	B	`conf`	Social Filtering: User-Centric Approach to Social Trend Prediction. WI Iuliia Chepurna, Masoud Makrehchi
2016	B	`conf`	We Didn't Miss You: Interpolating Missing Opinions. WI Iuliia Chepurna, Masoud Makrehchi
2015	J	`jnl`	Evaluating feature ranking methods in text classifiers. Intell. Data Anal. Masoud Makrehchi
2015	—	`conf`	Exploiting Class Bias for Discovery of Topical Experts in Social Media. ICDM Workshops Iuliia Chepurna, Masoud Makrehchi
2015	—	`conf`	How to Predict Social Trends by Mining User Sentiments. SBP Iuliia Chepurna, Somayyeh Aghababaei, Masoud Makrehchi
2015	—	`conf`	Temporal Topic Inference for Trend Prediction. ICDM Workshops Somayyeh Aghababaei, Masoud Makrehchi
2014	—	`conf`	The Correlation between Language Shift and Social Conflicts in Polarized Social Media. WI-IAT (1) Masoud Makrehchi
2014	—	`conf`	Winning by Following the Winners: Mining the Behaviour of Stock Market Experts in Social Media. SBP Wenhui Liao, Sameena Shah, Masoud Makrehchi
2013	—	`conf`	Stock Prediction Using Event-Based Sentiment Analysis. Web Intelligence Masoud Makrehchi, Sameena Shah, Wenhui Liao
2012	J	`jnl`	Feature ranking fusion for text classifier. Intell. Data Anal. Masoud Makrehchi, Mohamed S. Kamel
2011	J	`jnl`	An information theoretic approach to generating fuzzy hypercubes for if-then classifiers. J. Intell. Fuzzy Syst. Masoud Makrehchi, Mohamed S. Kamel
2011	J	`jnl`	Impact of Term Dependency and Class Imbalance on the Performance of Feature Ranking Methods. Int. J. Pattern Recognit. Artif. Intell. Masoud Makrehchi, Mohamed S. Kamel
2011	A	`conf`	Social link recommendation by learning hidden topics. RecSys Masoud Makrehchi
2011	J	`jnl`	Taxonomy-based Document Clustering. J. Digit. Inf. Manag. Masoud Makrehchi
2010	J	`jnl`	Filter-Based Data Partitioning for Training Multiple Classifier Systems. IEEE Trans. Knowl. Data Eng. Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel
2010	—	`conf`	Query-relevant document representation for text clustering. ICDIM Masoud Makrehchi
2010	—	`conf`	Smuc 2010 industry panel. SMUC@CIKM Nayer M. Wanas, Masoud Makrehchi, José Carlos Cortizo
2008	A	`conf`	Automatic Extraction of Domain-Specific Stopwords from Labeled Documents. ECIR Masoud Makrehchi, Mohamed S. Kamel
2007	A*	`conf`	A Text Classification Framework with a Local Feature Ranking for Learning Social Networks. ICDM Masoud Makrehchi, Mohamed S. Kamel
2007	—	`conf`	Automatic Taxonomy Extraction Using Google and Term Dependency. Web Intelligence Masoud Makrehchi, Mohamed S. Kamel
2007	B	`conf`	Combining feature ranking for text classification. SMC Masoud Makrehchi, Mohamed S. Kamel
2007	—	`—`	Feature Ranking for Text Classifiers. Masoud Makrehchi
2007	—	`conf`	Learning Term Dependency Links Using Information Theoretic Inclusion Measure. ICDM Workshops Masoud Makrehchi, Mohamed S. Kamel
2007	B	`conf`	Learning social networks using multiple resampling method. SMC Masoud Makrehchi, Mohamed S. Kamel
2006	—	`conf`	Learning Social Networks from Web Documents Using Support Vector Classifiers. Web Intelligence Masoud Makrehchi, Mohamed S. Kamel
2005	—	`conf`	Data Partitioning Evaluation Measures for Classifier Ensembles. Multiple Classifier Systems Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel
2005	—	`conf`	Text Classification Using Small Number of Features. MLDM Masoud Makrehchi, Mohamed S. Kamel
2004	—	`conf`	An information-theoretic measure to evaluate data partitions in multiple classifiers. SMC (5) Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel
2003	C	`conf`	Generation of Fuzzy Membership Function Using Information Theory Measures and Genetic Algorithm. IFSA Masoud Makrehchi, Otman A. Basir, Mohamed Kamel