Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

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 (Peer-Reviewed Journal) Sustainable Development 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 (Peer-Reviewed Journal) Creative Commons License identifier identifier

A cost-sensitive classification algorithm: BEE-Miner

KNOWLEDGE-BASED SYSTEMS, vol.95, pp.99-113, 2016 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) identifier

Training neural networks with harmony search algorithms for classification problems

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol.25, no.1, pp.11-19, 2012 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) Sustainable Development identifier

Generating prediction rules for liquefaction through data mining

EXPERT SYSTEMS WITH APPLICATIONS, vol.36, no.10, pp.12491-12499, 2009 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) 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 (Peer-Reviewed Journal) Sustainable Development identifier

Social spider algorithm for training artificial neural networks

International Journal of Business Analytics, vol.6, no.4, pp.32-49, 2019 (Peer-Reviewed Journal) 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 Sustainable Development

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 Sustainable Development

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