Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. - Mehmet Karaköse; Mehmet Kaya; Erhan Akin (International Conference on Computational Science (2), 2001)

Parallel and Distributed Multi-Agent Reinforcement Learning. - Mehmet Kaya; Ahmet Arslan 001 (ICPADS, 2001)

Determination of fuzzy logic membership functions using genetic algorithms. - Ahmet Arslan 001; Mehmet Kaya (Fuzzy Sets Syst., 2001)

Efficient Automated Mining of Fuzzy Association Rules. - Mehmet Kaya; Reda Alhajj; Faruk Polat; Ahmet Arslan 001 (DEXA, 2002)

Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities. - Mehmet Kaya; Reda Alhajj (ICTAI, 2002)

A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining. - Mehmet Kaya; Reda Alhajj (FUZZ-IEEE, 2003)

Employing OLAP Mining for Multiagent Reinforcement Learning. - Reda Alhajj; Mehmet Kaya (HIS, 2003)

Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining. - Mehmet Kaya; Reda Alhajj (IAT, 2003)

Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining. - Reda Alhajj; Mehmet Kaya (ICDM, 2003)

Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering. - Mehmet Kaya; Reda Alhajj (ICDM, 2003)

Online Mining of Weighted Fuzzy Association Rules. - Mehmet Kaya; Reda Alhajj (ISCIS, 2003)

Integrating Fuzziness with OLAP Association Rules Mining. - Mehmet Kaya; Reda Alhajj (MLDM, 2003)

A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control. - Erhan Akin; Mehmet Kaya; Mehmet Karaköse (Comput. Electr. Eng., 2003)

Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning. - Mehmet Kaya; Reda Alhajj (IAT, 2004)

ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining. - Mehmet Kaya; Reda Alhajj (ICDM, 2004)

Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. - Mehmet Kaya; Reda Alhajj (ICTAI, 2004)

Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. - Mehmet Kaya; Reda Alhajj (IDEAL, 2004)

Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. - Mehmet Kaya; Reda Alhajj (IEA/AIE, 2004)

Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. - Mehmet Kaya; Reda Alhajj (ISCC, 2004)

Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems. - Mehmet Kaya; Reda Alhajj (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Multiagent Association Rules Mining in Cooperative Learning Systems. - Reda Alhajj; Mehmet Kaya (ADMA, 2005)

A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains. - Erkan Duman; Mehmet Kaya; Erhan Akin (CEEMAS, 2005)

Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm. - Mehmet Kaya; Reda Alhajj (IEA/AIE, 2005)

Genetic algorithm based framework for mining fuzzy association rules. - Mehmet Kaya; Reda Alhajj (Fuzzy Sets Syst., 2005)

Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems. - Mehmet Kaya; Reda Alhajj (IEEE Trans. Syst. Man Cybern. Part B, 2005)

A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process. - Mehmet Kaya; Reda Alhajj (IEEE Trans. Syst. Man Cybern. Part C, 2005)

Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. - Mehmet Kaya; Reda Alhajj (ADMA, 2006)

Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules. - Mehmet Kaya; Reda Alhajj (ISMIS, 2006)

Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. - Mehmet Kaya; Reda Alhajj (Appl. Intell., 2006)

Multi-objective genetic algorithm based approaches for mining optimized fuzzy association rules. - Mehmet Kaya (Soft Comput., 2006)

A Multi-Objective Genetic Algorithm for Discovering Non-Dominated Motifs in DNA Sequences. - Mehmet Kaya (HIS, 2007)

Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences. - Mehmet Kaya (IDA, 2007)

Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. - Anthony Chiu Wa Lo; Keivan Kianmehr; Mehmet Kaya; Tansel Özyer; Reda Alhajj (Web Intelligence, 2007)

A Novel Approach to Extract Structured Motifs by Multi-Objective Genetic Algorithm. - Mehmet Kaya; Melikali Güç (CBMS, 2008)

Hiding Fuzzy Association Rules in Quantitative Data. - Tolga Berberoglu; Mehmet Kaya (GPC Workshops, 2008)

Online mining of fuzzy multidimensional weighted association rules. - Mehmet Kaya; Reda Alhajj (Appl. Intell., 2008)

Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining. - Reda Alhajj; Mehmet Kaya (J. Intell. Inf. Syst., 2008)

MOGAMOD: Multi-objective genetic algorithm for motif discovery. - Mehmet Kaya (Expert Syst. Appl., 2009)

Swarm optimized organizing map (SWOM): A swarm intelligence basedoptimization of self-organizing map. - Akin Özçift; Mehmet Kaya; Arif Gülten; Mustafa Karabulut (Expert Syst. Appl., 2009)

Wrapping VRXQuery with self-adaptive fuzzy capabilities. - Keivan Kianmehr; Tansel Özyer; Mehmet Kaya; Reda Alhajj (Web Intell. Agent Syst., 2009)

Automated extraction of extended structured motifs using multi-objective genetic algorithm. - Mehmet Kaya (Expert Syst. Appl., 2010)

Autonomous classifiers with understandable rule using multi-objective genetic algorithms. - Mehmet Kaya (Expert Syst. Appl., 2010)

Guest Editorial - Introduction to the Special Issue on Information Reuse and Integration. - Mehmet Kaya; James B. D. Joshi; Mei-Ling Shyu (J. Inf. Knowl. Manag., 2011)

Fuzzy association rule mining framework and its application to effective fuzzy associative classification. - Keivan Kianmehr; Mehmet Kaya; Abdallah M. ElSheikh; Jamal Jida; Reda Alhajj (WIREs Data Mining Knowl. Discov., 2011)

A New Cohesion Metric and Restructuring Technique for Object Oriented Paradigm. - Mehmet Kaya; James W. Fawcett (COMPSAC Workshops, 2012)

A multi-objective genetic algorithm for community discovery. - Ertan Butun; Mehmet Kaya (IDAACS, 2013)

Identifying Extract Method Opportunities Based on Variable References (S). - Mehmet Kaya; James W. Fawcett (SEKE, 2013)

Multiple sequence alignment with affine gap by using multi-objective genetic algorithm. - Mehmet Kaya; Abdullah Sarhan; Reda Alhajj (Comput. Methods Programs Biomed., 2014)

Development of multidimensional academic information networks with a novel data cube based modeling method. - Mehmet Kaya; Reda Alhajj (Inf. Sci., 2014)

The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. - Wadhah Almansoori; Omar Addam; Omar Zarour; Mohamad Elzohbi; Abdullah Sarhan; Mehmet Kaya; Jon G. Rokne; Reda Alhajj (J. Organ. Comput. Electron. Commer., 2014)

Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. - Peter Peng; Omar Addam; Mohamad Elzohbi; Sibel Tariyan Özyer; Ahmad Elhajj; Shang Gao 005; Yimin Liu; Tansel Özyer; Mehmet Kaya; Mick J. Ridley; Jon G. Rokne; Reda Alhajj (Knowl. Based Syst., 2014)

Time Frame based Link Prediction in Directed Citation Networks. - Mujtaba Jawed; Mehmet Kaya; Reda Alhajj (ASONAM, 2015)

A new topological metric for link prediction in directed, weighted and temporal networks. - Ertan Butun; Mehmet Kaya; Reda Alhajj (ASONAM, 2016)

Mining quad closure patterns in Instagram. - Ahmet Anil Mungen; Mehmet Kaya (ASONAM, 2016)

A novel approach to modeling acute normovolemic hemodilution. - Bradley Pliskow; John K.-J. Li; Dorene O'Hara; Mehmet Kaya (Comput. Biol. Medicine, 2016)

A novel multi-objective genetic algorithm for multiple sequence alignment. - Mehmet Kaya; Buket Kaya; Reda Alhajj (Int. J. Data Min. Bioinform., 2016)

Comparison of sentiment lexicon development techniques for event prediction. - Mehmet Kaya; Shannon Conley (Soc. Netw. Anal. Min., 2016)

A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. - Ertan Bütün; Mehmet Kaya; Reda Alhajj (ASONAM, 2017)

Prediction of Symptom-Disease Links in Online Health Forums. - Esra Gündogan; Buket Kaya; Mehmet Kaya (ASONAM, 2017)

A Novel Method for Event Recommendation in Meetup. - Ahmet Anil Müngen; Mehmet Kaya (ASONAM, 2017)

Identification of Extract Method Refactoring Opportunities through Analysis of Variable Declarations and Uses. - Mehmet Kaya; James W. Fawcett (Int. J. Softw. Eng. Knowl. Eng., 2017)

A Paper Recommendation System Based on User's Research Interests. - Betul Bulut; Buket Kaya; Reda Alhajj; Mehmet Kaya (ASONAM, 2018)

A Clickbait Detection Method on News Sites. - Ayse Geckil; Ahmet Anil Mungen; Esra Gündogan; Mehmet Kaya (ASONAM, 2018)

Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure. - Hüseyin Vural; Buket Kaya; Reda Alhajj; Mehmet Kaya (ASONAM, 2018)

A novel compliance-pressure loop approach to quantify arterial compliance in systole and in diastole. - Mehmet Kaya; Vignesh Balasubramanian; Amit M. Patel; Yueya Ge; John K.-J. Li (Comput. Biol. Medicine, 2018)

Quantitative cardiology and computer modeling analysis of heart failure in systole and in diastole. - John K.-J. Li; Mehmet Kaya; Peter L. M. Kerkhof (Comput. Biol. Medicine, 2018)

Prediction of new potential associations between LncRNAs and environmental factors based on KATZ measure. - Hüseyin Vural; Mehmet Kaya (Comput. Biol. Medicine, 2018)

Topic recommendation for authors as a link prediction problem. - Serpil Aslan; Mehmet Kaya (Future Gener. Comput. Syst., 2018)

Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. - Ertan Bütün; Mehmet Kaya; Reda Alhajj (Inf. Sci., 2018)

Extracting abstract and keywords from context for academic articles. - Ahmet Anil Müngen; Mehmet Kaya (Soc. Netw. Anal. Min., 2018)

Text generation with diversified source literature review. - Ahmet Anil Müngen; Emre Dogan; Mehmet Kaya (ASONAM, 2019)

A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network. - Hüseyin Vural; Mehmet Kaya; Reda Alhajj (ASONAM, 2019)

Refactoring Code Clone Detection. - Zhala Sarkawt Othman; Mehmet Kaya (ISDFS, 2019)

Myocardial oxygen balance during acute normovolemic hemodilution: A novel compartmental modeling approach. - Vignesh Balasubramanian; John K.-J. Li; Dorene O'Hara; Mehmet Kaya (Comput. Biol. Medicine, 2019)

Energetically wasteful wave reflections due to impedance mismatching in hypertension and their reversal with vasodilator: Time and frequency domain evaluations. - Mehmet Kaya; Vignesh Balasubramanian; Yueya Ge; John K.-J. Li (Comput. Biol. Medicine, 2019)

Augmentation index in the assessment of wave reflections and systolic loading. - Mehmet Kaya; Vignesh Balasubramanian; John K.-J. Li (Comput. Biol. Medicine, 2019)

Signature Recognition Using Machine Learning. - Shalaw Mshir; Mehmet Kaya (ISDFS, 2020)

An alternative method of biomedical signal transmission through the GSM voice channel. - Seyedmohsen Dehghanojamahalleh; Mehmet Kaya (Turkish J. Electr. Eng. Comput. Sci., 2020)

Predicting Citation Count of Scientists as a Link Prediction Problem. - Ertan Bütün; Mehmet Kaya (IEEE Trans. Cybern., 2020)

Identifying multiple social network accounts belonging to the same users. - Ahmet Anil Müngen; Esra Gündogan; Mehmet Kaya (Soc. Netw. Anal. Min., 2021)

A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. - Gözde Yurtdas; Kagan Aslan; Sibel Tariyan Özyer; Tansel Özyer; Mehmet Kaya; Reda Alhajj (ACIT, 2022)

A hybrid DenseNet121-UNet model for brain tumor segmentation from MR Images. - Necip Cinar; Alper Ozcan; Mehmet Kaya (Biomed. Signal Process. Control., 2022)

Deep learning based conference program organization system from determining articles in session to scheduling. - Esra Gündogan; Mehmet Kaya (Inf. Process. Manag., 2022)

A novel hybrid paper recommendation system using deep learning. - Esra Gündogan; Mehmet Kaya (Scientometrics, 2022)

Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning. - Irfan Aygün; Buket Kaya; Mehmet Kaya (IEEE J. Biomed. Health Informatics, 2022)

Brain Stroke Detection from CT Images using Transfer Learning Method. - Necip Cinar; Buket Kaya; Mehmet Kaya (ACIT, 2023)

An Article Similarity-Based Approach for Planning Conference Sessions. - Esra Gündogan; Mehmet Kaya (ACIT, 2023)

Author-Profile-Based Journal Recommendation for a Candidate Article: Using Hybrid Semantic Similarity and Trend Analysis. - Mehmet Yasar Bayraktar; Mehmet Kaya (IEEE Access, 2023)

Deep learning for journal recommendation system of research papers. - Esra Gündogan; Mehmet Kaya; Ali Daud (Scientometrics, 2023)

Automatic detection of cancer metastasis in lymph node using deep learning. - Ertan Bütün; Murat Uçan; Mehmet Kaya (Biomed. Signal Process. Control., 2023)

A novel convolutional neural network-based approach for brain tumor classification using magnetic resonance images. - Necip Cinar; Mehmet Kaya; Buket Kaya (Int. J. Imaging Syst. Technol., 2023)

Medical Report Generation from Medical Images Using Vision Transformer and Bart Deep Learning Architectures. - Murat Ucan; Buket Kaya; Mehmet Kaya; Reda Alhajj (ASONAM (4), 2024)

Automatically organizing papers in conference sessions using deep learning and network modeling. - Esra Gündogan; Mehmet Kaya (Multim. Tools Appl., 2024)

Stress Classification Through Simultaneous EEG, Heart Rate Variability, and EMG Monitoring. - Mohammad Haroon Ahmed; John Panchookian; Michael Grillo; Yasith Weerasinghe; Amirtaha Taebi; Fadil Qadri; Peshala Gamage; Mehmet Kaya (MeMeA, 2025)

Comparison of EfficientNet CNN models for multi-label chest X-ray disease diagnosis. - Murat Ucan; Buket Kaya; Osman Aygun; Mehmet Kaya; Reda Alhajj (PeerJ Comput. Sci., 2025)

Identifying patients in need of psychological treatment with language representation models. - Irfan Aygün; Buket Kaya; Mehmet Kaya (Multim. Tools Appl., 2025)

Generating Medical Reports With a Novel Deep Learning Architecture. - Murat Ucan; Buket Kaya; Mehmet Kaya (Int. J. Imaging Syst. Technol., 2025)