Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, vol.9, no.3, 2019 (Journal Indexed in SCI) identifier identifier

Modelling and solving railway crew rostering problem

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.33, no.3, pp.953-965, 2018 (Journal Indexed in SCI) Creative Commons License identifier identifier

A cost-sensitive classification algorithm: BEE-Miner

KNOWLEDGE-BASED SYSTEMS, vol.95, pp.99-113, 2016 (Journal Indexed in SCI) identifier identifier

A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks

JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, vol.64, no.5, pp.748-761, 2013 (Journal Indexed in SCI) identifier

Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks

EXPERT SYSTEMS WITH APPLICATIONS, vol.40, no.3, pp.938-946, 2013 (Journal Indexed in SCI) identifier

Training neural networks with harmony search algorithms for classification problems

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.25, no.1, pp.11-19, 2012 (Journal Indexed in SCI) identifier

Classifying defect factors in fabric production via DIFACONN-miner: A case study

EXPERT SYSTEMS WITH APPLICATIONS, vol.38, no.9, pp.11321-11328, 2011 (Journal Indexed in SCI) identifier

TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.10, pp.12295-12305, 2009 (Journal Indexed in SCI) identifier

Generating prediction rules for liquefaction through data mining

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.10, pp.12491-12499, 2009 (Journal Indexed in SCI) identifier

Articles Published in Other Journals

Measurement of service quality in public transportation: Definition of performance measurement system in service quality

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, vol.26, no.4, pp.737-748, 2020 (Journal Indexed in ESCI) identifier

Social spider algorithm for training artificial neural networks

International Journal of Business Analytics, vol.6, no.4, pp.32-49, 2019 (Journal Indexed in ESCI) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

A Constraint Programing Based Column Generation Approach forCrew Scheduling In Railway Transportation

6th INTERNATIONAL CONFERENCE ON COMPUTATIONALAND EXPERIMENTAL SCIENCE AND ENGINEERING, Antalya, Turkey, 23 - 27 October 2019, pp.217

DIFACONN-Miner II Algorithm to DiscoverCauses of Quality Defects

INFUS 2019, İstanbul, Turkey, 23 - 25 July 2019, pp.1152-1160

A mathematical model for timetabling problem in railway transportation

29th European Conference On Operational Research (EURO 2018), Valencia, Spain, 8 - 11 July 2018, pp.254

Column generation approach: A case study for light railway public transportation system

29th European Conference On Operational Research (EURO 2018), Valencia, Spain, 8 - 11 July 2018, pp.284

SSIM: A HYBRID OF SOCIAL SPIDER AND IONS MOTION ALGORITHMS AND ITS APPLICATION TO ANN TRAINING

INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES, Kiev, Ukraine, 2 - 06 May 2018, pp.221

SIMULTANEOUS FEATURE SELECTION AND ANN TRAINING FOR DATA MINING APPLICATIONS

International Conference on Engineering and Natural Sciences, Kiev, Ukraine, 2 - 06 May 2018, pp.220

Üniversitelerde Vize Sınav Çizelgeleme Probleminin Optimizasyonu

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017, 25 - 27 October 2017

Kayseri Talas Belediyesinde Evsel Atık Toplama Araç Rotalama Problemi

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Turkey, 25 - 27 October 2017, pp.7

Robotik Paralel Çift Taraflı Montaj Hattı Dengeleme Problemi için Matematiksel Model Önerisi

2nd International Mediterranean SCIENCE AND ENGINEERING CONGRESS, 25 - 27 October 2017

Üretim Veri Kümesi Üzerinde YSA’nın Eğitiminde Stokastik Fraktal Arama Algoritması

2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017

Training Fuzzy Neural Networks with Social Spider Algorithm

5th International Fuzzy Systems Symposium (FUZZYSS’17), 14 - 15 October 2017

Stochastic Fractal Search Algorithm for Training ANNs on Production Dataset

Internatilonal Symposium for Production Research, Viyana, Austria, 13 - 15 September 2017, pp.6 Creative Commons License

ADAPTIVE SOCIAL SPIDER ALGORITHM FOR TRAINING NEURAL NETWORKS

International Symposium for Production Research 2017, 13 - 15 September 2017

A Data Mining Application on Sales Data of A Cable Factory in Kayseri

International Conference on Advances and Innovations in Engineering, Elazığ, Turkey, 10 - 12 May 2017, pp.92-96

Training Artificial Neural Networks with Ions Motion Algorithm on Real Estate Dataset

International Conference on Engineering and Natural Sciences, Budapeşte, Hungary, 3 - 07 May 2017, pp.505

Training Artificial Neural Networks with Social Spider Algorithm

ÜAS 2016 Uluslararası Katılımlı Üretim Araştırmaları Sempozyumu, İstanbul, Turkey, 12 - 14 October 2016, pp.576-581

İyon Hareketi Algoritması ile Yapay Sinir Ağlarının Eğitimi

YA/EM 2016: Yöneylem Araştırması / Endüstri Mühendisliği 36. Ulusal Kongresi, İzmir, Turkey, 13 - 15 July 2016

Erciyes Üniversitesi Hastanesinde Ameliyathane Çizelgeleme

YA/EM 2016: Yöneylem Araştırması / Endüstri Mühendisliği 36. Ulusal Kongresi, İzmir, Turkey, 13 July 2017 - 15 July 2016

DIFACONN-Miner II: Eşzamanlı Nitelik Seçimi ve Kural Çıkarımı

YA/EM 2015: Yöneylem Araştırması / Endüstri Mühendisliği 35. Ulusal Kongresi, Ankara, Turkey, 9 - 11 September 2015, pp.164-165

Karınca Koloni Algoritması Kullanılarak Su Dağıtım Sisteminin Optimizasyonu

YA/EM 2015: Yöneylem Araştırması / Endüstri Mühendisliği 35. Ulusal Kongresi, Ankara, Turkey, 9 - 11 September 2015, pp.169

A direct cost-sensitive classification algorithm: BEE-miner

International IIE Conference, İstanbul, Turkey, 26 - 28 June 2013, pp.57

A meta-learning algorithm: Cost sensitive DIFACONN-miner

International IIE Conference, İstanbul, Turkey, 26 - 28 June 2013, pp.174

Fuzzy DIFACONN-miner: A Soft Computing Based Approach for Fuzzy Rule Extraction from Artificial Neural Networks

Fuzzyss’11 The Second International Fuzzy Systems Symposium, Ankara, Turkey, 17 - 18 November 2011, pp.258-263

Yapay Sinir Ağlarının Eşzamanlı Eğitimi ve Kural Çıkarımı: DICONN-MINER

Endüstri Mühendisliği Yazılımları ve Uygulamaları Kongresi, İzmir, Turkey, 30 September - 02 October 2011, pp.225-243

Self-adaptive global best harmony search algorithm for training neural networks

World Conference on Information Technology, İstanbul, Turkey, 6 - 10 October 2010, vol.3, pp.282-286 identifier identifier

Adaptif küresel en iyi harmoni arama algoritması ile yapay sinir ağlarının eğitimi

YA/EM 2010: Yöneylem Araştırması / Endüstri Mühendisliği 30. Ulusal Kongresi, İstanbul, Turkey, 30 June - 02 July 2010, pp.391

Yapay sinir ağlarından kural çıkarımında parçacık sürü optimizasyonu

YA/EM'2008: Yöneylem Araştırması / Endüstri Mühendisliği 28. Ulusal Kongresi, İstanbul, Turkey, 30 June - 02 July 2008, pp.42

Data mining approach to discover causes of quality defects in fabric production

HDM-2008: International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining, Kayseri, Turkey, 19 - 23 June 2008, pp.47

Data Mining Approach to Discover Causes of Quality Defects in Fabric Prdouction

International Conference on Multivariate Statistical Modeling and High Dimensional Data Mining, Kayseri, Turkey, 19 - 23 June 2008, pp.47

Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications

2nd International Conference on Learning and Intelligent Optimization, Trento, Italy, 8 - 12 December 2007, vol.5313, pp.177-179 identifier identifier

Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop

2nd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, Metz, France, 8 - 10 September 2008, vol.14, pp.389-391 identifier identifier

Bir tekstil işletmesinde kalite iyileştirmeye yönelik veri madenciliği uygulaması

ÜAS'2007: Ulusal Üretim Araştırmaları Sempozyumu, Ankara, Turkey, 15 - 17 November 2007, pp.59

Havayolu işletmeleri için tehir raporlarında veri madenciliği uygulaması

YA/EM: 2007, Yöneylem Araştırması/Endüstri Mühendisliği 27. Ulusal Kongresi, İzmir, Turkey, 2 - 04 July 2007, pp.1195-1200

Karınca koloni optimizasyonu ile yapay sinir ağlarından sınıflandırma kuralları çıkarımı

YA/EM 2007: Yöneylem Araştırması / Endüstri Mühendisliği 27. Ulusal Kongresi, İzmir, Turkey, 2 - 04 July 2007, pp.967-972

İşletme performansına etki eden faktörlerin belirlenmesinde veri madenciliği yaklaşımı

USIS'2007, Üniversite-Sanayi İşbirliği Sempozyumu, Sakarya, Turkey, 5 - 07 June 2007, pp.218-225

Havacılık uçuş güvenliğinde bir veri madenciliği uygulaması

Hasem'06 Kayseri VI. Havacılık Sempozyumu, Nevşehir, Turkey, 12 - 14 May 2006, pp.546-549

Dairesel Cepli Hidrostatik+Hidrodinamik Yataklarda güç kaybı

Ya-Em 2005 Ulusal Kongre, İstanbul, Turkey, 4 - 06 July 2005, vol.1, pp.37

Dairesel cepli hidrostatik+hidrodinamik yataklarda sürtünme güç kaybı

YA/EM’2005: Yöneylem Araştırması ve Endüstri Mühendisliği 25. Ulusal Kongresi, İstanbul, Turkey, 4 - 06 July 2005, pp.37

Dairesel cebli HidrostatikHidrodinamik Yataklarda Sürtünme Kaybı

YA-EM 2005 25. Ulusal KOngre 04-06 Temmuz KOÇ Üniversitesi, Turkey, 4 - 06 July 2005

Tesis yerleşim problemleri için bir genetik algoritma

/EM 2004-Yöneylem Araştırması ve Endüstri Mühendisliği XXIV. Ulusal Kongresi, Adana, Turkey, 15 - 18 June 2004, pp.503-505

Books & Book Chapters

Social Spider Algorithm for Training Artificial Neural Networks

in: Research Anthology on Artificial Intelligence Applications in Security, Mehdi Khosrow-Pour, Steve Clarke, Murray E. Jennex, Ari-Veikko Anttiroiko, Editor, Information Resources Management Association, pp.1100-1119, 2020

Composite dispatching rule generation through data mining in a simulated job shop, Modelling

in: Communications in Computer and Information Science, Hoai An, Le Thi, Pascal Bouvry, Tao Pham Dinh, Editor, Springer-Verlag , Berlin, pp.389-398, 2008

Rule extraction from neural networks via ant colony algorithm for data mining applications

in: Lecture Notes in Computer Science, Vittorio Maniezzo, Roberto Battiti, Jean-Pau Watson, Editor, Springer-Verlag , Berlin, pp.177-191, 2008