Mehmet Kaya

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 40

Top Topics

Sequence Alignment

Genetic Algorithm

Signature Recognition

Top Venues

Comput. Biol. Medicine

Soc. Netw. Anal. Min.

Publications

Esra Gündogan, Mehmet Kaya
Automatically organizing papers in conference sessions using deep learning and network modeling. Multim. Tools Appl. 83 (15) (2024)
Necip Cinar, Buket Kaya, Mehmet Kaya
Brain Stroke Detection from CT Images using Transfer Learning Method. ACIT (2023)
Necip Cinar, Mehmet Kaya, Buket Kaya
A novel convolutional neural network-based approach for brain tumor classification using magnetic resonance images. Int. J. Imaging Syst. Technol. 33 (3) (2023)
Esra Gündogan, Mehmet Kaya
An Article Similarity-Based Approach for Planning Conference Sessions. ACIT (2023)
Mehmet Yasar YASAR, Mehmet Kaya
Author-Profile-Based Journal Recommendation for a Candidate Article: Using Hybrid Semantic Similarity and Trend Analysis. IEEE Access 11 (2023)
Ertan Bütün, Murat Uçan, Mehmet Kaya
Automatic detection of cancer metastasis in lymph node using deep learning. Biomed. Signal Process. Control. 82 (2023)
Esra Gündogan, Mehmet Kaya, Ali Daud
Deep learning for journal recommendation system of research papers. Scientometrics 128 (1) (2023)
Esra Gündogan, Mehmet Kaya
Deep learning based conference program organization system from determining articles in session to scheduling. Inf. Process. Manag. 59 (6) (2022)
Gözde Yurtdas, Kagan Aslan, Sibel Tariyan Özyer, Tansel Özyer, Mehmet Kaya, Reda Alhajj
A Prediction Approach for the Functional Effects of Non-Coding Gene Variants. ACIT (2022)
Esra Gündogan, Mehmet Kaya
A novel hybrid paper recommendation system using deep learning. Scientometrics 127 (7) (2022)
Irfan Aygün, Buket Kaya, Mehmet Kaya
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Necip Cinar, Alper Ozcan, Mehmet Kaya
A hybrid DenseNet121-UNet model for brain tumor segmentation from MR Images. Biomed. Signal Process. Control. 76 (2022)
Ahmet Anil Müngen, Esra Gündogan, Mehmet Kaya
Identifying multiple social network accounts belonging to the same users. Soc. Netw. Anal. Min. 11 (1) (2021)
Shalaw Mshir, Mehmet Kaya
Signature Recognition Using Machine Learning. ISDFS (2020)
Seyedmohsen Dehghanojamahalleh, Mehmet Kaya
An alternative method of biomedical signal transmission through the GSM voice channel. Turkish J. Electr. Eng. Comput. Sci. 28 (3) (2020)
Ertan Bütün, Mehmet Kaya
Predicting Citation Count of Scientists as a Link Prediction Problem. IEEE Trans. Cybern. 50 (10) (2020)
Zhala Sarkawt Othman, Mehmet Kaya
Refactoring Code Clone Detection. ISDFS (2019)
Mehmet Kaya, Vignesh Balasubramanian, John K.-J. Li
Augmentation index in the assessment of wave reflections and systolic loading. Comput. Biol. Medicine 113 (2019)
Ahmet Anil Müngen, Emre Dogan, Mehmet Kaya
Text generation with diversified source literature review. ASONAM (2019)
Hüseyin Vural, Mehmet Kaya, Reda Alhajj
A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network. ASONAM (2019)
Vignesh Balasubramanian, John K.-J. Li, Dorene O'Hara, Mehmet Kaya
Myocardial oxygen balance during acute normovolemic hemodilution: A novel compartmental modeling approach. Comput. Biol. Medicine 105 (2019)
Mehmet Kaya, Vignesh Balasubramanian, Yueya Ge, John K.-J. Li
Energetically wasteful wave reflections due to impedance mismatching in hypertension and their reversal with vasodilator: Time and frequency domain evaluations. Comput. Biol. Medicine 104 (2019)
John K.-J. Li, Mehmet Kaya, Peter L. M. Kerkhof
Quantitative cardiology and computer modeling analysis of heart failure in systole and in diastole. Comput. Biol. Medicine 103 (2018)
Hüseyin Vural, Mehmet Kaya
Prediction of new potential associations between LncRNAs and environmental factors based on KATZ measure. Comput. Biol. Medicine 102 (2018)
Serpil Aslan, Mehmet Kaya
Topic recommendation for authors as a link prediction problem. Future Gener. Comput. Syst. 89 (2018)
Ertan Bütün, Mehmet Kaya, Reda Alhajj
Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. Inf. Sci. (2018)
Hüseyin Vural, Buket Kaya, Reda Alhajj, Mehmet Kaya
Prediction of New Potential Micro RNAs-Environmental Factor Associations Based on KATZ Measure. ASONAM (2018)
Ahmet Anil Müngen, Mehmet Kaya
Extracting abstract and keywords from context for academic articles. Soc. Netw. Anal. Min. 8 (1) (2018)
Betul Bulut, Buket Kaya, Reda Alhajj, Mehmet Kaya
A Paper Recommendation System Based on User's Research Interests. ASONAM (2018)
Mehmet Kaya, Vignesh Balasubramanian, Amit M. Patel, Yueya Ge, John K.-J. Li
A novel compliance-pressure loop approach to quantify arterial compliance in systole and in diastole. Comput. Biol. Medicine 99 (2018)
Ayse Geckil, Ahmet Anil Mungen, Esra Gündogan, Mehmet Kaya
A Clickbait Detection Method on News Sites. ASONAM (2018)
Mehmet Kaya, James W. Fawcett
Identification of Extract Method Refactoring Opportunities through Analysis of Variable Declarations and Uses. Int. J. Softw. Eng. Knowl. Eng. 27 (1) (2017)
Ahmet Anil Müngen, Mehmet Kaya
A Novel Method for Event Recommendation in Meetup. ASONAM (2017)
Ertan Bütün, Mehmet Kaya, Reda Alhajj
A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. ASONAM (2017)
Esra Gündogan, Buket Kaya, Mehmet Kaya
Prediction of Symptom-Disease Links in Online Health Forums. ASONAM (2017)
Ahmet Anil Mungen, Mehmet Kaya
Mining quad closure patterns in Instagram. ASONAM (2016)
Bradley Pliskow, John K.-J. Li, Dorene O'Hara, Mehmet Kaya
A novel approach to modeling acute normovolemic hemodilution. Comput. Biol. Medicine 68 (2016)
Mehmet Kaya, Shannon Conley
Comparison of sentiment lexicon development techniques for event prediction. Soc. Netw. Anal. Min. 6 (1) (2016)
Mehmet Kaya, Buket Kaya, Reda Alhajj
A novel multi-objective genetic algorithm for multiple sequence alignment. Int. J. Data Min. Bioinform. 14 (2) (2016)
Ertan Butun, Mehmet Kaya, Reda Alhajj
A new topological metric for link prediction in directed, weighted and temporal networks. ASONAM (2016)
Mujtaba Jawed, Mehmet Kaya, Reda Alhajj
Time Frame based Link Prediction in Directed Citation Networks. ASONAM (2015)
Mehmet Kaya, Reda Alhajj
Development of multidimensional academic information networks with a novel data cube based modeling method. Inf. Sci. 265 (2014)
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
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data. Knowl. Based Syst. 56 (2014)
Wadhah Almansoori, Omar Addam, Omar Zarour, Mohamad Elzohbi, Abdullah Sarhan, Mehmet Kaya, Jon G. Rokne, Reda Alhajj
The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. J. Organ. Comput. Electron. Commer. 24 (2-3) (2014)
Mehmet Kaya, Abdullah Sarhan, Reda Alhajj
Multiple sequence alignment with affine gap by using multi-objective genetic algorithm. Comput. Methods Programs Biomed. 114 (1) (2014)
Mehmet Kaya, James W. Fawcett
Identifying Extract Method Opportunities Based on Variable References (S). SEKE (2013)
Ertan Butun, Mehmet Kaya
A multi-objective genetic algorithm for community discovery. IDAACS (2013)
Mehmet Kaya, James W. Fawcett
A New Cohesion Metric and Restructuring Technique for Object Oriented Paradigm. COMPSAC Workshops (2012)
Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj
Fuzzy association rule mining framework and its application to effective fuzzy associative classification. WIREs Data Mining Knowl. Discov. 1 (6) (2011)
Mehmet Kaya, James B. D. Joshi, Mei-Ling Shyu
Guest Editorial - Introduction to the Special Issue on Information Reuse and Integration. J. Inf. Knowl. Manag. 10 (3) (2011)
Mehmet Kaya
Autonomous classifiers with understandable rule using multi-objective genetic algorithms. Expert Syst. Appl. 37 (4) (2010)
Mehmet Kaya
Automated extraction of extended structured motifs using multi-objective genetic algorithm. Expert Syst. Appl. 37 (3) (2010)
Mehmet Kaya
MOGAMOD: Multi-objective genetic algorithm for motif discovery. Expert Syst. Appl. 36 (2) (2009)
Keivan Kianmehr, Tansel Özyer, Mehmet Kaya, Reda Alhajj
Wrapping VRXQuery with self-adaptive fuzzy capabilities. Web Intell. Agent Syst. 7 (3) (2009)
Akin Özçift, Mehmet Kaya, Arif Gülten, Mustafa Karabulut
Swarm optimized organizing map (SWOM): A swarm intelligence basedoptimization of self-organizing map. Expert Syst. Appl. 36 (7) (2009)
Reda Alhajj, Mehmet Kaya
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining. J. Intell. Inf. Syst. 31 (3) (2008)
Tolga Berberoglu, Mehmet Kaya
Hiding Fuzzy Association Rules in Quantitative Data. GPC Workshops (2008)
Mehmet Kaya, Reda Alhajj
Online mining of fuzzy multidimensional weighted association rules. Appl. Intell. 29 (1) (2008)
Mehmet Kaya, Melikali Güç
A Novel Approach to Extract Structured Motifs by Multi-Objective Genetic Algorithm. CBMS (2008)
Mehmet Kaya
A Multi-Objective Genetic Algorithm for Discovering Non-Dominated Motifs in DNA Sequences. HIS (2007)
Mehmet Kaya
Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences. IDA (2007)
Anthony Chiu Wa Lo, Keivan Kianmehr, Mehmet Kaya, Tansel Özyer, Reda Alhajj
Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities. Web Intelligence (2007)
Mehmet Kaya, Reda Alhajj
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. Appl. Intell. 24 (1) (2006)
Mehmet Kaya
Multi-objective genetic algorithm based approaches for mining optimized fuzzy association rules. Soft Comput. 10 (7) (2006)
Mehmet Kaya, Reda Alhajj
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. ADMA (2006)
Mehmet Kaya, Reda Alhajj
Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules. ISMIS (2006)
Mehmet Kaya, Reda Alhajj
A novel approach to multiagent reinforcement learning: utilizing OLAP mining in the learning process. IEEE Trans. Syst. Man Cybern. Part C 35 (4) (2005)
Mehmet Kaya, Reda Alhajj
Genetic algorithm based framework for mining fuzzy association rules. Fuzzy Sets Syst. 152 (3) (2005)
Reda Alhajj, Mehmet Kaya
Multiagent Association Rules Mining in Cooperative Learning Systems. ADMA (2005)
Mehmet Kaya, Reda Alhajj
Fuzzy OLAP association rules mining-based modular reinforcement learning approach for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B 35 (2) (2005)
Mehmet Kaya, Reda Alhajj
Novel Approach to Optimize Quantitative Association Rules by Employing Multi-objective Genetic Algorithm. IEA/AIE (2005)
Erkan Duman, Mehmet Kaya, Erhan Akin
A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains. CEEMAS (2005)
Mehmet Kaya, Reda Alhajj
ntegrating Multi-Objective Genetic Algorithms into Clustering for Fuzzy Association Rules Mining. ICDM (2004)
Mehmet Kaya, Reda Alhajj
Modular fuzzy-reinforcement learning approach with internal model capabilities for multiagent systems. IEEE Trans. Syst. Man Cybern. Part B 34 (2) (2004)
Mehmet Kaya, Reda Alhajj
Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. ISCC (2004)
Mehmet Kaya, Reda Alhajj
Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. IEA/AIE (2004)
Mehmet Kaya, Reda Alhajj
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. IDEAL (2004)
Mehmet Kaya, Reda Alhajj
Utilizing Fuzzy OLAP Mining Towards Novel Approach to Multiagent Modular Reinforcement Learning. IAT (2004)
Mehmet Kaya, Reda Alhajj
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. ICTAI (2004)
Mehmet Kaya, Reda Alhajj
Integrating Fuzziness with OLAP Association Rules Mining. MLDM (2003)
Mehmet Kaya, Reda Alhajj
Online Mining of Weighted Fuzzy Association Rules. ISCIS (2003)
Mehmet Kaya, Reda Alhajj
Multiagent Reinforcement Learning Using OLAP-Based Association Rules Mining. IAT (2003)
Mehmet Kaya, Reda Alhajj
Facilitating Fuzzy Association Rules Mining by Using Multi-Objective Genetic Algorithms for Automated Clustering. ICDM (2003)
Reda Alhajj, Mehmet Kaya
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining. ICDM (2003)
Erhan Akin, Mehmet Kaya, Mehmet Karaköse
A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control. Comput. Electr. Eng. 29 (3) (2003)
Reda Alhajj, Mehmet Kaya
Employing OLAP Mining for Multiagent Reinforcement Learning. HIS (2003)
Mehmet Kaya, Reda Alhajj
A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining. FUZZ-IEEE (2003)
Mehmet Kaya, Reda Alhajj, Faruk Polat, Ahmet Arslan
Efficient Automated Mining of Fuzzy Association Rules. DEXA (2002)
Mehmet Kaya, Reda Alhajj
Reinforcement Learning in Multiagent Systems: A Modular Fuzzy Approach with Internal Model Capabilities. ICTAI (2002)
Mehmet Kaya, Ahmet Arslan
Parallel and Distributed Multi-Agent Reinforcement Learning. ICPADS (2001)
Ahmet Arslan, Mehmet Kaya
Determination of fuzzy logic membership functions using genetic algorithms. Fuzzy Sets Syst. 118 (2) (2001)
Mehmet Karaköse, Mehmet Kaya, Erhan Akin
Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. International Conference on Computational Science (2) (2001)