Sinem Kulluk

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 6

Top Topics

Crew Scheduling

Small And Medium Enterprises

Rough Fuzzy Sets

Top Venues

J. Oper. Res. Soc.

Expert Syst. Appl.

Knowl. Based Syst.

WIREs Data Mining Knowl. Discov.

Publications

Memet Merhad Ay, Lale Özbakir, Sinem Kulluk, Burak Gülmez, Güney Öztürk, Sertay Özer
FC-Kmeans: Fixed-centered K-means algorithm. Expert Syst. Appl. 211 (2023)
Pinar Tapkan, Sinem Kulluk, Lale Özbakir, Fatih Bahar, Burak Gülmez
A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway. J. Oper. Res. Soc. 74 (9) (2023)
Memet Merhad Ay, Sinem Kulluk, Lale Özbakir, Burak Gülmez, Güney Öztürk, Sertay Özer
CNN-LSTM and clustering-based spatial-temporal demand forecasting for on-demand ride services. Neural Comput. Appl. 34 (24) (2022)
Nihan Gulsoy, Sinem Kulluk
A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers. WIREs Data Mining Knowl. Discov. 9 (3) (2019)
Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu
A cost-sensitive classification algorithm: BEE-Miner. Knowl. Based Syst. 95 (2016)
Sinem Kulluk, Lale Özbakir, Pinar Tapkan, Adil Baykasoglu
Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner. Knowl. Based Syst. 98 (2016)
Sinem Kulluk
A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks. J. Oper. Res. Soc. 64 (5) (2013)
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks. Expert Syst. Appl. 40 (3) (2013)
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
Training neural networks with harmony search algorithms for classification problems. Eng. Appl. Artif. Intell. 25 (1) (2012)
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
Rule extraction from artificial neural networks to discover causes of quality defects in fabric production. Neural Comput. Appl. 20 (7) (2011)
Adil Baykasoglu, Lale Özbakir, Sinem Kulluk
Classifying defect factors in fabric production via DIFACONN-miner: A case study. Expert Syst. Appl. 38 (9) (2011)
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
Self-adaptive global best harmony search algorithm for training neural networks. WCIT (2011)
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner. Appl. Soft Comput. 10 (1) (2010)
Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk
Generating prediction rules for liquefaction through data mining. Expert Syst. Appl. 36 (10) (2009)
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk, Hüseyin Yapici
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks. Expert Syst. Appl. 36 (10) (2009)
Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk
Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop. MCO (2008)
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications. LION (2007)