Sinem Kulluk

According to our database, Sinem Kulluk authored at least 17 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway.

Pinar Tapkan, Sinem Kulluk, Lale Özbakir, Fatih Bahar, Burak Gülmez

J. Oper. Res. Soc., September, 2023

FC-Kmeans: Fixed-centered K-means algorithm.

Memet Merhad Ay, Lale Özbakir, Sinem Kulluk, Burak Gülmez, Güney Öztürk, Sertay Özer

Expert Syst. Appl., 2023

2022

CNN-LSTM and clustering-based spatial-temporal demand forecasting for on-demand ride services.

Memet Merhad Ay, Sinem Kulluk, Lale Özbakir, Burak Gülmez, Güney Öztürk, Sertay Özer

Neural Comput. Appl., 2022

2019

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

Nihan Gulsoy, Sinem Kulluk

WIREs Data Mining Knowl. Discov., 2019

2016

A cost-sensitive classification algorithm: BEE-Miner.

Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu

Knowl. Based Syst., 2016

Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner.

Sinem Kulluk, Lale Özbakir, Pinar Tapkan, Adil Baykasoglu

Knowl. Based Syst., 2016

2013

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

Sinem Kulluk

J. Oper. Res. Soc., 2013

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

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Expert Syst. Appl., 2013

2012

Training neural networks with harmony search algorithms for classification problems.

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Eng. Appl. Artif. Intell., 2012

2011

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

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Proceedings of the First World Conference on Information Technology, 2011

Rule extraction from artificial neural networks to discover causes of quality defects in fabric production.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Neural Comput. Appl., 2011

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

Adil Baykasoglu, Lale Özbakir, Sinem Kulluk

Expert Syst. Appl., 2011

2010

A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Appl. Soft Comput., 2010

2009

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

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk, Hüseyin Yapici

Expert Syst. Appl., 2009

Generating prediction rules for liquefaction through data mining.

Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk

Expert Syst. Appl., 2009

2008

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

Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk

Proceedings of the Modelling, 2008

2007

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

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007