Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications. - Lale Özbakir; Adil Baykasoglu; Sinem Kulluk (LION, 2007)

Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop. - Adil Baykasoglu; Mustafa Göçken; Lale Özbakir; Sinem Kulluk (MCO, 2008)

Generating prediction rules for liquefaction through data mining. - Adil Baykasoglu; Abdulkadir Çevik; Lale Özbakir; Sinem Kulluk (Expert Syst. Appl., 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)

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)

Classifying defect factors in fabric production via DIFACONN-miner: A case study. - Adil Baykasoglu; Lale Özbakir; Sinem Kulluk (Expert Syst. Appl., 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)

Self-adaptive global best harmony search algorithm for training neural networks. - Sinem Kulluk; Lale Özbakir; Adil Baykasoglu (WCIT, 2011)

Training neural networks with harmony search algorithms for classification problems. - Sinem Kulluk; Lale Özbakir; Adil Baykasoglu (Eng. Appl. Artif. Intell., 2012)

Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks. - Sinem Kulluk; Lale Özbakir; Adil Baykasoglu (Expert Syst. Appl., 2013)

A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks. - Sinem Kulluk (J. Oper. Res. Soc., 2013)

Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner. - Sinem Kulluk; Lale Özbakir; Pinar Tapkan; Adil Baykasoglu (Knowl. Based Syst., 2016)

A cost-sensitive classification algorithm: BEE-Miner. - Pinar Tapkan; Lale Özbakir; Sinem Kulluk; Adil Baykasoglu (Knowl. Based Syst., 2016)

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)

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)

FC-Kmeans: Fixed-centered K-means algorithm. - Memet Merhad Ay; Lale Özbakir; Sinem Kulluk; Burak Gülmez; Güney Öztürk; Sertay Özer (Expert Syst. Appl., 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., 2023)