T.C. FIRAT ÜNİVERSİTESİ

AKADEMİK BİLGİ SİSTEMİ


Yabancı Dil :
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Telefon :
424-2370000 - 6312
Eposta :
Fax :
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Web Sitesi :
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Adres :
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Uzmanlık Alanı :
Data Mining, Multi-Agent Systems, Bioinformatics. Personel Web Page: http://web.firat.edu.tr/kaya


Doğum Yeri Elazığ
Yabancı Dil -
Telefon 424-2370000 - 6312
Eposta
Fax -
Web Sitesi -
Adres -
Uzmanlık Alanı Data Mining, Multi-Agent Systems, Bioinformatics. Personel Web Page: http://web.firat.edu.tr/kaya
  • Lisans » 1996 Yılı mezunu

    F.Ü. Elektrik-Elektronik Mühendisliği
  • Yüksek Lisans » 1998 Yılı mezunu

    F.Ü. Bilgisayar Mühendisliği
  • Doktora » 2003 Yılı mezunu

    F.Ü. Elektrik-Elektronik Mühendisliği
  • Doçentlik » 2008

    Bilgisayar-Bilişim Bilimleri ve Mühendisliği
  • Profesörlük » 2014

    F.Ü. Bilgisayar Mühendisliği
  • 1 F.Ü. BİLİMSEL ARAŞTIRMA PROJE

    Yönetim Kurulu Üyesi » Kasım 2008 ile Eylül 2012 tarihleri arasında.
  • 2 MÜHENDİSLİK FAKÜLTESİ

    Kurul Üyesi » Ekim 2010 ile Mart 2013 tarihleri arasında.
  • 3 BİLGİSAYAR MÜHENDİSLİĞİ

    Bölüm Başkanı » Mart 2011 ile Mart 2013 tarihleri arasında.
  • 4 Computer Science, University of Calgary, CANADA

    Teaching Assistant, Visiting Scholar » Ocak 2002 ile Ocak 2003 tarihleri arasında.
  • 5 BİLGİSAYAR BİLİMLERİ ARŞ VE UYG. MERKEZİ

    Müdür » Kasım 2008 tarihinden itibaren.
  • 6 Soft Computing - A Fusion of Foundations, Methodologies and Applications

    Editorial Board » Şubat 2010 ile Eylül 2012 tarihleri arasında.
  • 7 ICST Transactions on Social-Informatics

    Yönetim Kurulu Üyesi » Şubat 2010 tarihinden itibaren.

Kitaplar

  1. Kaya, M., Alhajj, R., , Influence and Behavior Analysis in Social Networks and Social Media, Springer Verlag, 2019, 235, 978-3-030-02592-2.
  2. Kaya, M., Erdoğan, Ö., Rokne, J., , From Social Data Mining and Analysis to Prediction and Community Detection, Springer, 2017, 245, 978-3-319-51367-6.
  3. Kaya, M., Kawash, J., Khoury, S., Day, M., , Social Network Based Big Data Analysis and Applications, Springer, 2018, 249, 978-3-319-78196-9.
  4. Kaya, M., Jawed, M., Bütün, E., Alhajj, R., , Trends in Social Network Analysis, Springer, 2017, 17, .

Makaleler

Uluslararası
  1. Bütün, E., Kaya, M., (2019). A pattern based supervised link prediction in directed complex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 525(1),1136-1145.
  2. Aslan, S., Kaya, B., Kaya, M., (2019). Predicting potential links by using strengthened projections in evolving bipartite networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 525(1),998-1011.
  3. Akın, E., Kaya, M., Karaköse, M., (2003). A Robust Integrator Algorithm with Genetic Based Fuzzy Controller Feedback for Direct Vector Control. Computer Electrical Engineering, (),-.
  4. Kaya, M., Alhajj, R., Özyer, T., (2009). Wrapping VRXQuery with Self Adaptive Fuzzy Capabilities. Web Intelligence and Agent Systems: An International Journal, (),-.
  5. Kaya, M., (2010). Autonomous classifiers with understandable rule using multi objective genetic algorithms. EXPERT SYSTEMS WITH APPLICATIONS, (),-.
  6. Kaya, M., (2010). Automated extraction of extended structured motifs using multi objective genetic algorithm. Expert Systems with Application, (),-.
  7. Kaya, M., Alhajj, R., (2011). Fuzzy Association Rule Mining Framework and Its Application to Effective Fuzzy Associative Classification. WIREs Data Mining and Knowledge Discovery, (),-.
  8. Kaya, M., Alhajj, R., (2014). The Power of Social Network Construction and Analysis for Knowledge Discovery in the Medical Referral Process. Journal of Organizational Computing and Electronic Commerce, (),-.
  9. Müngen, A.A., Kaya, M., (2018). Extracting abstract and keywords from context for academic articles. Social Network Analysis and Mining, (),-.
  10. Vural, H., Kaya, M., (2018). Prediction of new potential associations between LncRNAs and environmental factors based on KATZ measure. COMPUTERS IN BIOLOGY AND MEDICINE, (),-.
  11. Aslan, S., Kaya, M., (2018). Topic recommendation for authors as a link prediction problem. Future Generation Computer Systems-The International Journal of eScience, (),-.
  12. Omar, A., Kaya, M., (2016). A GENETIC ALGORITHM FOR COMMUNITY DETECTION IN MULTI RELATIONAL SOCIAL NETWORKS. Middle East Journal of Technic (MEJT), (),-.
  13. Kaya, M., Kaya, B., Alhajj, R., (2016). A novel multi objective genetic algorithm for multiple sequence alignment. International Journal of Data Mining and Bioinformatics, (),-.
  14. Alhajj, R., Kaya, M., (2008). Multi Objective Genetic Algorithms Based Automated Clustering for Fuzzy Association Rules Mining. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, (),-.
  15. Kaya, M., Sarhan, A., Alhajj, R., (2014). Multiple Sequence Alignment with Affine Gap by Using Multi Objective Genetic Algorithm. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, (),-.
  16. Kaya, M., Alhajj, R., (2014). Development of Multidimensional Academic Information Networks with a Novel Data Cube Based Modeling Method. INFORMATION SCIENCES, (),-.
  17. Özçift, A., Kaya, M., Gülten, A., Karabulut, M., (2009). Swarm optimized organizing map Swom A swarm intelligence based optimization of self organizing map. EXPERT SYSTEMS WITH APPLICATIONS, (),-.
  18. Kaya, M., Alhajj, R., (2008). Online mining of fuzzy multidimensional weighted association rules. APPLIED INTELLIGENCE, (),-.
  19. Kaya, M., (2009). MOGAMOD Multi Objective Genetic Algorithm for Motif Discovery. EXPERT SYSTEMS WITH APPLICATIONS, (),-.
  20. Kaya, M., Alhajj, R., (2006). Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining. APPLIED INTELLIGENCE, (),-.
  21. Kaya, M., (2006). Multi Objective Genetic Algorithm Based Approaches for Mining Optimized Fuzzy Association Rules. SOFT COMPUTING, (),-.
  22. Kaya, M., Alhajj, R., (2005). Genetic Algorithm Based Framework for Mining Fuzzy Association Rules. FUZZY SETS AND SYSTEMS, (),-.
  23. Karaköse, M., Kaya, M., Akın, E., (2001). Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. Lecture Notes in Computer Science, (),-.
  24. Arslan, A., Kaya, M., (2001). Determination of fuzzy logic membership functions using genetic algorithms. FUZZY SETS AND SYSTEMS, 118(2),297-306.
  25. Kaya, M., , R.A., (2003). Integrating Fuzziness with OLAP Association Rules Mining. Lecture Notes in Artificial Intelligence, (),-.
  26. Kaya, M., , R.A., (2003). Online Mining of Weighted Fuzzy Association Rules. Lecture Notes in Computer Science, (),-.
  27. Kaya, M., , R.A., (2004). Multi Objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. Lecture Notes in Computer Science, (),-.
  28. Kaya, M., , R.A., (2004). Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning. Lecture Notes in Computer Science, (),-.
  29. Reda, A., , K.M., (2005). Multiagent Association Rules Mining in Cooperative Learning Systems. Lecture Notes in Artificial Intelligence, (),-.
  30. Kaya, M., , R.A., (2005). Novel Approach to Optimize Quantitative Association Rules by Employing Multi Objective Genetic Algorithm. Lecture Notes in Artificial Intelligence, (),-.
  31. Erkan, D., , K.M., , E.A., (2005). A Multi Agent Fuzzy Reinforcement Learning Method For Continuous Domains. Lecture Notes in Artificial Intelligence, (),-.
  32. Kaya, M., , R.A., (2006). Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules. Lecture Notes in Artificial Intelligence, (),-.
  33. Kaya, M., , R.A., (2006). Effective Mining of Fuzzy Multi Cross Level Weighted Association Rules. Lecture Notes in Artificial Intelligence, (),-.

Bildiriler

Uluslararası
  1. Vural, H., Kaya, M., Alhajj, R., (2019). A Model Based on Random Walk with Restart to Predict CircRNA-Disease Associations on Heterogeneous Network. 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (),929-932.
  2. Müngen, A.A., Doğan, E., Kaya, M., (2019). Text Generation with Diversified Source Literature. 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (),765-770.
  3. Gündoğan, E., Kaya, M., (2019). Creating Special Issues Automatically for Papers Accepted in Journals. 1st International Informatics and Software Engineering Conference, (),-.
  4. Çakmak, E., Kaya, B., Kaya, M., (2019). Point-of-Interest Recommendation in Location-Based Social Networks. 1st International Informatics and Software Engineering Conference, (),-.
  5. Bulut, B., Kaya, B., Kaya, M., (2019). A Paper Recommendation System Based on User Interest and Citations. 1st International Informatics and Software Engineering Conference, (),-.
  6. Bayraktar, M.Y., Geçkil, A., Kaya, M., (2019). DİJİTAL ÇAĞ GEREKSİNİMLERİNE YÖNELİK E-TABANLI SINAVUYGULAMASI. 1st INTERNATIONAL SYMPOSIUM ON IMPLEMENTATIONS OF DIGITAL INDUSTRY AND MANAGEMENT OF DIGITALTRANSFORMATION 2019, (),296-304.
  7. Bulut, B., Kaya, B., Kaya, M., (2019). KULLANICI PROFİLİ TABANLI HABER TAVSİYE SİSTEMİ. 1st INTERNATIONAL SYMPOSIUM ON IMPLEMENTATIONS OF DIGITAL INDUSTRY AND MANAGEMENT OF DIGITALTRANSFORMATION 2019, (),388-393.
  8. Müngen, A.A., Gündoğan, E., Kaya, M., (2019). ETKİNLİK SEÇİMİNDE YENİ BİR TAVSİYE SİSTEMİ. 1st INTERNATIONAL SYMPOSIUM ON IMPLEMENTATIONS OF DIGITAL INDUSTRY AND MANAGEMENT OF DIGITALTRANSFORMATION 2019, (),381-387.
  9. Aslan, S., Kaya, M., (2019). A Hybrid Recommendation System in Co-authorship Networks. 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
  10. Müngen, A.A., Kaya, M., (2019). Features and Connection Based Network Alignment Method. 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
  11. Gündoğan, E., Kaya, M., (2019). Evaluation of Session-Suitability of Papers in Conference Programs. 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
  12. Çay, G., Müngen, A.A., Doğan, E., Kaya, M., (2019). Exploring the Relationship Between Academicians via Reference Parsing. 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
  13. Kaya, M., Geçkil, A., (2018). İNTERNET HABERCLİĞİNİN YENİ MANİPÜLASYONARACI: CLICKBAIT. 5. Uluslararası Sosyal Beşeri ve İdari Bilimler Sempozyumu, (),-.
  14. Barutçuoğlu, Ö., Kaya, M., (2018). DBLP as social network: classification by subject, analysis and visualization. VI. ULUSLARARASI GAP MÜHENDİSLİK KONGRESİ, (),-.
  15. Müngen, A.A., Gündoğan, E., Kaya, M., (2018). TÜRKÇE DİLİNDE SEMPOZYUMLAR İÇİN HAKEM TAVSİYE MODELİ. 4. Uluslararası Sosyal Beşeri ve İdari Bilimler Sempozyumu, (),-.
  16. Bulut, B., Kaya, M., (2018). MAKİNE ÖĞRENMESİ YÖNTEMLERİ İLE MAKALE KONFERANS TAVSİYE SİSTEMİ. 5. Uluslararası Sosyal Beşeri ve İdari Bilimler Sempozyumu, (),-.
  17. Müngen, A.A., Kaya, M., (2018). TÜRKİYE’xxDE DOKTORA EĞİTİMİ ALMIŞ VE TÜRKİYE’xxDE ÇALIŞANAKADEMİSYENLERİN KARİYER ÇİZGİLERİNİN ANALİZ EDİLMESİ. 5. Uluslararası Sosyal Beşeri ve İdari Bilimler Sempozyumu, (),-.
  18. Aslan, S., Kaya, M., (2018). Predicting Links in Complex Bipartite Networks Based on Strengthening Projections. International Conference on Artificial Intelligence and Data Processing (IDAP 2018), (),-.
  19. Müngen, A.A., Gündoğan, E., Kaya, M., (2018). Finding Expert via Topical Affinity Propagation on Thesis Advisors. International Conference on Artificial Intelligence and Data Processing (IDAP 2018), (),-.
  20. Müngen, A.A., Gündoğan, E., Alhajj, R., Kaya, M., (2018). A Novel Local Propagation Based Expert Finding Method. International Conference on Artificial Intelligence and Data Processing (IDAP 2018), (),-.
  21. Geçkil, A., Müngen, A.A., Gündoğan, E., Kaya, M., (2018). A Clickbait Detection Method on News Sites. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), (),-.
  22. Vural, H., Kaya, B., Alhajj, R., Kaya, M., (2018). Prediction of New Potential MicroRNAsEnvironmental Factor Associations Based on KATZ Measure. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), (),-.
  23. Bulut, B., Kaya, B., Alhajj, R., Kaya, M., (2018). A Paper Recommendation System Based on User’s Research Interests. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), (),-.
  24. Müngen, A.A., Kaya, M., (2017). Influence Analysis of Posts in Social Networks by using Quad-Motifs. 2017 International Artificial Intelligence and Data Processing Symposium (IDAP), (),-.
  25. Kaya, M., Alhajj, R., (2003). A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining. The 12th IEEE International Conference on Fuzzy Systems, (),-.
  26. Aslan, S., Kaya, M., (2017). The Impact of Regional Social Networks on Entrepreneurship. International Regional Development Conference, (),-.
  27. Aslan, S., Kaya, M., (2017). Link prediction methods in bipartite networks. 2017 International Conference on Computer Science and Engineering (UBMK), (),-.
  28. Müngen, A.A., Kaya, M., (2017). Different Approaches for Language Identification. International Conference on Advances and Innovations in Engineering, (),-.
  29. Zeebaree, S.R.M., Ibrahim, B.R., Kaya, M., (2017). Performance Measurement for Distributed Systems using OPNET Principles. International Conference on Advances and Innovations in Engineering, (),-.
  30. Müngen, A.A., Kaya, M., (2017). Quad Motif-Based Influence Analyse of Posts in Instagram. 2017 2nd International Conference on Advanced Information and Communication Technologies (AICT), (),-.
  31. Gündoğan, E., Kaya, B., Kaya, M., (2017). Prediction of Symptom-Disease Links in Online Health Forums. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM, 2017), (),-.
  32. Bütün, E., Kaya, M., Alhajj, R., (2017). A Supervised Learning Method for Prediction Citation Count of Scientists in Citation Networks. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM, 2017), (),-.
  33. Müngen, A.A., Kaya, M., (2017). A Novel Method for Event Recommendation in Meetup. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM, 2017), (),-.
  34. Müngen, A.A., Kaya, M., (2016). Mining Quad Closure Patterns in Instagram. The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (),-.
  35. Bütün, E., Kaya, M., Alhajj, R., (2016). A New Topological Metric for Link Prediction in Directed Weighted and Temporal Networks. The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (),-.
  36. Gül, S., Kaya, M., Kaya, B., (2016). Predicting Links in Weighted Disease Networks. International Conference on Computer and Information Sciences, (),-.
  37. Müngen, A.A., Kaya, M., (2016). A Motif Based Song Recommendation System. International Artificial Intelligence and Data Processing Symposium, (),-.
  38. Bütün, E., Kaya, M., (2016). Time Frame Based Supervised Link Prediction in Dynamic Social Networks. International Artificial Intelligence and Data Processing Symposium, (),-.
  39. Mohammed, M.A.F., Kaya, M., (2016). FRIEND RECOMMENDATION SYSTEM IN ONLINE SOCIAL NETWORKS. International Engineering, Science and Education Conference, (),-.
  40. Omar, A., Kaya, M., (2016). A GENETIC ALGORITHM FOR COMMUNITY DETECTION IN MULTI RELATIONAL SOCIAL NETWORKS. International Engineering, Science and Education Conference, (),-.
  41. Müngen, A.A., Kaya, M., (2016). Quad Motif Based Social Influence Analyse in Instagram. International Artificial Intelligence and Data Processing Symposium, (),-.
  42. Kaya, M., Şener, A., Kaya, B., (2015). Recommending the Most Appropriate Tariffto GSM Users through Social Network Modeling. The 8thIEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, (),-.
  43. Gül, S., Kaya, M., (2015). Link Prediction in Undirected Weighted DiseaseNetworks. The 8thIEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, (),-.
  44. Gül, S., Şener, A., Kaya, M., (2015). Sosyal Ağlarla Bölgesel Kalkınmaya Bir Bakış. 3. Uluslararası Bölgesel Kalkınma Konferansı, (),-.
  45. Şener, A., Gül, S., Kaya, M., (2015). E Ticaretin Bölgesel Kalkınma Üzerindeki Etkisi. 3. Uluslararası Bölgesel Kalkınma Konferansı, (),-.
  46. Jawed, M., Kaya, M., Alhajj, R., (2015). Time Frame based Link Prediction in Directed Citation Networks. The 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (),-.
  47. Bütün, E., Kaya, M., (2013). A multi objective genetic algorithm for community discovery. 2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, (),-.
  48. Kaya, M., Alhajj, R., (2004). Genetic algorithms based optimization of membership functions for fuzzy weighted association rules mining. Ninth International Symposium on Computers and Communications, 2004, (),-.
  49. Kaya, M., Alhajj, R., (2003). Facilitating fuzzy association rules mining by using multi objective genetic algorithms for automated clustering. Third IEEE International Conference on Data Mining, 2003. ICDM 2003., (),-.

Projeler

  1. Türkiye Merkezli Sosyal Bilimler Alanında Yayınlanmış Makaleler Için Konu Özelinde Uzman Ve Uzmanlar Bulma, 01.07.2017-09.11.2018
  2. Forum Sitelerindeki Hastalık Belirtilerine Göre Hastalıkların Tahmin Edilmesi ve Buna Uygun İlaçların Önerilmesi, 10.02.2017-19.12.2017
  3. Elazığ İli Yenilik Platformu, 11.04.2012-08.11.2017
  1. Uluslararası, Dergi, Network Modeling Analysis in Health Informatics and Bioinformatics, 3
  2. Uluslararası, Dergi, Social Network Analysis and Mining, 10