Mehmet Kaya

101 papers A* 3B 17C 11Misc 1Journal 49Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
Classification of Disease with Explainable Artificial Intelligence.
ACIT
Senanur Armagan, Esra Gündogan, Mehmet Kaya
2025 J jnl
Comparison of EfficientNet CNN models for multi-label chest X-ray disease diagnosis.
PeerJ Comput. Sci.
Murat Ucan, Buket Kaya, Osman Aygun, Mehmet Kaya, Reda Alhajj
2025 J jnl
Generating Medical Reports With a Novel Deep Learning Architecture.
Int. J. Imaging Syst. Technol.
Murat Ucan, Buket Kaya, Mehmet Kaya
2025 J jnl
Identifying patients in need of psychological treatment with language representation models.
Multim. Tools Appl.
Irfan Aygün, Buket Kaya, Mehmet Kaya
2025 — conf
Multimodal Deep Learning Based Brain Tumor Segmentation Using CT And MRI Scans.
ACIT
Digdem Orhan, Mehmet Kaya
2025 — conf
Stress Classification Through Simultaneous EEG, Heart Rate Variability, and EMG Monitoring.
MeMeA
Mohammad Haroon Ahmed, John Panchookian, Michael Grillo, Yasith Weerasinghe, Amirtahà Taebi, Fadil Qadri, Peshala Gamage, Mehmet Kaya
2024 J jnl
Automatically organizing papers in conference sessions using deep learning and network modeling.
Multim. Tools Appl.
Esra Gündogan, Mehmet Kaya
2024 — conf
Medical Report Generation from Medical Images Using Vision Transformer and Bart Deep Learning Architectures.
ASONAM (4)
Murat Ucan, Buket Kaya, Mehmet Kaya, Reda Alhajj
2023 J jnl
A novel convolutional neural network-based approach for brain tumor classification using magnetic resonance images.
Int. J. Imaging Syst. Technol.
Necip Cinar, Mehmet Kaya, Buket Kaya
2023 — conf
An Article Similarity-Based Approach for Planning Conference Sessions.
ACIT
Esra Gündogan, Mehmet Kaya
2023 J jnl
Author-Profile-Based Journal Recommendation for a Candidate Article: Using Hybrid Semantic Similarity and Trend Analysis.
IEEE Access
Mehmet Yasar Bayraktar, Mehmet Kaya
2023 J jnl
Automatic detection of cancer metastasis in lymph node using deep learning.
Biomed. Signal Process. Control.
Ertan Bütün, Murat Uçan, Mehmet Kaya
2023 — conf
Brain Stroke Detection from CT Images using Transfer Learning Method.
ACIT
Necip Cinar, Buket Kaya, Mehmet Kaya
2023 J jnl
Deep learning for journal recommendation system of research papers.
Scientometrics
Esra Gündogan, Mehmet Kaya, Ali Daud
2022 — conf
A Prediction Approach for the Functional Effects of Non-Coding Gene Variants.
ACIT
Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj
2022 J jnl
A hybrid DenseNet121-UNet model for brain tumor segmentation from MR Images.
Biomed. Signal Process. Control.
Necip Cinar, Alper Ozcan, Mehmet Kaya
2022 J jnl
A novel hybrid paper recommendation system using deep learning.
Scientometrics
Esra Gündogan, Mehmet Kaya
2022 J jnl
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning.
IEEE J. Biomed. Health Informatics
Irfan Aygün, Buket Kaya, Mehmet Kaya
2022 J jnl
Deep learning based conference program organization system from determining articles in session to scheduling.
Inf. Process. Manag.
Esra Gündogan, Mehmet Kaya
2021 J jnl
Identifying multiple social network accounts belonging to the same users.
Soc. Netw. Anal. Min.
Ahmet Anil Müngen, Esra Gündogan, Mehmet Kaya
2020 J jnl
An alternative method of biomedical signal transmission through the GSM voice channel.
Turkish J. Electr. Eng. Comput. Sci.
Seyedmohsen Dehghanojamahalleh, Mehmet Kaya
2020 J jnl
Predicting Citation Count of Scientists as a Link Prediction Problem.
IEEE Trans. Cybern.
Ertan Bütün, Mehmet Kaya
2020 — conf
Signature Recognition Using Machine Learning.
ISDFS
Shalaw Mshir, Mehmet Kaya
2019 B conf
A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network.
ASONAM
Hüseyin Vural, Mehmet Kaya, Reda Alhajj
2019 J jnl
Augmentation index in the assessment of wave reflections and systolic loading.
Comput. Biol. Medicine
Mehmet Kaya, Vignesh Balasubramanian, John K.-J. Li
2019 J jnl
Energetically wasteful wave reflections due to impedance mismatching in hypertension and their reversal with vasodilator: Time and frequency domain evaluations.
Comput. Biol. Medicine
Mehmet Kaya, Vignesh Balasubramanian, Yueya Ge, John K.-J. Li
2019 — book
Influence and Behavior Analysis in Social Networks and Social Media
Mehmet Kaya, Reda Alhajj
2019 J jnl
Myocardial oxygen balance during acute normovolemic hemodilution: A novel compartmental modeling approach.
Comput. Biol. Medicine
Vignesh Balasubramanian, John K.-J. Li, Dorene O'Hara, Mehmet Kaya
2019 — conf
Refactoring Code Clone Detection.
ISDFS
Zhala Sarkawt Othman, Mehmet Kaya
2019 B conf
Text generation with diversified source literature review.
ASONAM
Ahmet Anil Müngen, Emre Dogan, Mehmet Kaya
2018 B conf
A Clickbait Detection Method on News Sites.
ASONAM
Ayse Geckil, Ahmet Anil Mungen, Esra Gündogan, Mehmet Kaya
2018 B conf
A Paper Recommendation System Based on User's Research Interests.
ASONAM
Betul Bulut, Buket Kaya, Reda Alhajj, Mehmet Kaya
2018 J jnl
A novel compliance-pressure loop approach to quantify arterial compliance in systole and in diastole.
Comput. Biol. Medicine
Mehmet Kaya, Vignesh Balasubramanian, Amit M. Patel, Yueya Ge, John K.-J. Li
2018 J jnl
Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks.
Inf. Sci.
Ertan Bütün, Mehmet Kaya, Reda Alhajj
2018 J jnl
Extracting abstract and keywords from context for academic articles.
Soc. Netw. Anal. Min.
Ahmet Anil Müngen, Mehmet Kaya
2018 B conf
Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure.
ASONAM
Hüseyin Vural, Buket Kaya, Reda Alhajj, Mehmet Kaya
2018 J jnl
Prediction of new potential associations between LncRNAs and environmental factors based on KATZ measure.
Comput. Biol. Medicine
Hüseyin Vural, Mehmet Kaya
2018 J jnl
Quantitative cardiology and computer modeling analysis of heart failure in systole and in diastole.
Comput. Biol. Medicine
John K.-J. Li, Mehmet Kaya, Peter L. M. Kerkhof
2018 — book
Social Network Based Big Data Analysis and Applications
Mehmet Kaya, Jalal Kawash, Suheil Khoury, Min-Yuh Day
2018 J jnl
Topic recommendation for authors as a link prediction problem.
Future Gener. Comput. Syst.
Serpil Aslan, Mehmet Kaya
2017 B conf
A Novel Method for Event Recommendation in Meetup.
ASONAM
Ahmet Anil Müngen, Mehmet Kaya
2017 B conf
A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks.
ASONAM
Ertan Bütün, Mehmet Kaya, Reda Alhajj
2017 J jnl
Identification of Extract Method Refactoring Opportunities through Analysis of Variable Declarations and Uses.
Int. J. Softw. Eng. Knowl. Eng.
Mehmet Kaya, James W. Fawcett
2017 B conf
Prediction of Symptom-Disease Links in Online Health Forums.
ASONAM
Esra Gündogan, Buket Kaya, Mehmet Kaya
2016 B conf
A new topological metric for link prediction in directed, weighted and temporal networks.
ASONAM
Ertan Butun, Mehmet Kaya, Reda Alhajj
2016 J jnl
A novel approach to modeling acute normovolemic hemodilution.
Comput. Biol. Medicine
Bradley Pliskow, John K.-J. Li, Dorene O'Hara, Mehmet Kaya
2016 J jnl
A novel multi-objective genetic algorithm for multiple sequence alignment.
Int. J. Data Min. Bioinform.
Mehmet Kaya, Buket Kaya, Reda Alhajj
2016 J jnl
Comparison of sentiment lexicon development techniques for event prediction.
Soc. Netw. Anal. Min.
Mehmet Kaya, Shannon Conley
2016 B conf
Mining quad closure patterns in Instagram.
ASONAM
Ahmet Anil Mungen, Mehmet Kaya
2015 B conf
Time Frame based Link Prediction in Directed Citation Networks.
ASONAM
Mujtaba Jawed, Mehmet Kaya, Reda Alhajj
2014 J jnl
Development of multidimensional academic information networks with a novel data cube based modeling method.
Inf. Sci.
Mehmet Kaya, Reda Alhajj
2014 J jnl
Multiple sequence alignment with affine gap by using multi-objective genetic algorithm.
Comput. Methods Programs Biomed.
Mehmet Kaya, Abdullah Sarhan, Reda Alhajj
2014 J jnl
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data.
Knowl. Based Syst.
Peter Peng, Omar Addam, Mohamad Elzohbi, Sibel Tariyan Özyer, Ahmad Elhajj, Shang Gao, Yimin Liu, Tansel Özyer, Mehmet Kaya, Mick J. Ridley, Jon G. Rokne, Reda Alhajj
2014 J jnl
The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process.
J. Organ. Comput. Electron. Commer.
Wadhah Almansoori, Omar Addam, Omar Zarour, Mohamad Elzohbi, Abdullah Sarhan, Mehmet Kaya, Jon G. Rokne, Reda Alhajj
2013 — conf
A multi-objective genetic algorithm for community discovery.
IDAACS
Ertan Butun, Mehmet Kaya
2013 C conf
Identifying Extract Method Opportunities Based on Variable References (S).
SEKE
Mehmet Kaya, James W. Fawcett
2012 — conf
A New Cohesion Metric and Restructuring Technique for Object Oriented Paradigm.
COMPSAC Workshops
Mehmet Kaya, James W. Fawcett
2011 J jnl
Fuzzy association rule mining framework and its application to effective fuzzy associative classification.
WIREs Data Mining Knowl. Discov.
Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj
2011 J jnl
Guest Editorial - Introduction to the Special Issue on Information Reuse and Integration.
J. Inf. Knowl. Manag.
Mehmet Kaya, James B. D. Joshi, Mei-Ling Shyu
2010 J jnl
Automated extraction of extended structured motifs using multi-objective genetic algorithm.
Expert Syst. Appl.
Mehmet Kaya
2010 J jnl
Autonomous classifiers with understandable rule using multi-objective genetic algorithms.
Expert Syst. Appl.
Mehmet Kaya
2009 J jnl
MOGAMOD: Multi-objective genetic algorithm for motif discovery.
Expert Syst. Appl.
Mehmet Kaya
2009 J jnl
Swarm optimized organizing map (SWOM): A swarm intelligence basedoptimization of self-organizing map.
Expert Syst. Appl.
Akin Özçift, Mehmet Kaya, Arif Gülten, Mustafa Karabulut
2009 J jnl
Wrapping VRXQuery with self-adaptive fuzzy capabilities.
Web Intell. Agent Syst.
Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj
2008 B conf
A Novel Approach to Extract Structured Motifs by Multi-Objective Genetic Algorithm.
CBMS
Mehmet Kaya, Melikali Güç
2008 — conf
Hiding Fuzzy Association Rules in Quantitative Data.
GPC Workshops
Tolga Berberoglu, Mehmet Kaya
2008 J jnl
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining.
J. Intell. Inf. Syst.
Reda Alhajj, Mehmet Kaya
2008 J jnl
Online mining of fuzzy multidimensional weighted association rules.
Appl. Intell.
Mehmet Kaya, Reda Alhajj
2007 C conf
A Multi-Objective Genetic Algorithm for Discovering Non-Dominated Motifs in DNA Sequences.
HIS
Mehmet Kaya
2007 B conf
Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences.
IDA
Mehmet Kaya
2007 — conf
Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities.
Web Intelligence
Anthony Chiu Wa Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj
2006 C conf
Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules.
ISMIS
Mehmet Kaya, Reda Alhajj
2006 C conf
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules.
ADMA
Mehmet Kaya, Reda Alhajj
2006 J jnl
Multi-objective genetic algorithm based approaches for mining optimized fuzzy association rules.
Soft Comput.
Mehmet Kaya
2006 J jnl
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining.
Appl. Intell.
Mehmet Kaya, Reda Alhajj
2005 — conf
A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains.
CEEMAS
Erkan Duman, Mehmet Kaya, Erhan Akin
2005 J jnl
A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process.
IEEE Trans. Syst. Man Cybern. Part C
Mehmet Kaya, Reda Alhajj
2005 J jnl
Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems.
IEEE Trans. Syst. Man Cybern. Part B
Mehmet Kaya, Reda Alhajj
2005 J jnl
Genetic algorithm based framework for mining fuzzy association rules.
Fuzzy Sets Syst.
Mehmet Kaya, Reda Alhajj
2005 C conf
Multiagent Association Rules Mining in Cooperative Learning Systems.
ADMA
Reda Alhajj, Mehmet Kaya
2005 C conf
Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm.
IEA/AIE
Mehmet Kaya, Reda Alhajj
2004 C conf
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning.
IEA/AIE
Mehmet Kaya, Reda Alhajj
2004 C conf
Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining.
ISCC
Mehmet Kaya, Reda Alhajj
2004 J jnl
Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems.
IEEE Trans. Syst. Man Cybern. Part B
Mehmet Kaya, Reda Alhajj
2004 B conf
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns.
ICTAI
Mehmet Kaya, Reda Alhajj
2004 C conf
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules.
IDEAL
Mehmet Kaya, Reda Alhajj
2004 — conf
Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning.
IAT
Mehmet Kaya, Reda Alhajj
2004 A* conf
ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining.
ICDM
Mehmet Kaya, Reda Alhajj
2003 B conf
A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining.
FUZZ-IEEE
Mehmet Kaya, Reda Alhajj
2003 J jnl
A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control.
Comput. Electr. Eng.
Erhan Akin, Mehmet Kaya, Mehmet Karaköse
2003 C conf
Employing OLAP Mining for Multiagent Reinforcement Learning.
HIS
Reda Alhajj, Mehmet Kaya
2003 A* conf
Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering.
ICDM
Mehmet Kaya, Reda Alhajj
2003 A* conf
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining.
ICDM
Reda Alhajj, Mehmet Kaya
2003 — conf
Integrating Fuzziness with OLAP Association Rules Mining.
MLDM
Mehmet Kaya, Reda Alhajj
2003 — conf
Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining.
IAT
Mehmet Kaya, Reda Alhajj
2003 — conf
Online Mining of Weighted Fuzzy Association Rules.
ISCIS
Mehmet Kaya, Reda Alhajj
2002 C conf
Efficient Automated Mining of Fuzzy Association Rules.
DEXA
Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan
2002 B conf
Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities.
ICTAI
Mehmet Kaya, Reda Alhajj
2001 Misc conf
Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation.
International Conference on Computational Science (2)
Mehmet Karaköse, Mehmet Kaya, Erhan Akin
2001 J jnl
Determination of fuzzy logic membership functions using genetic algorithms.
Fuzzy Sets Syst.
Ahmet Arslan, Mehmet Kaya
2001 B conf
Parallel and Distributed Multi-Agent Reinforcement Learning.
ICPADS
Mehmet Kaya, Ahmet Arslan