Sinem Kulluk

18 papers Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid CNN-SVM Algorithm for Detecting Manufacturing Defects.
IEEE Access
Betul Karakas, Sinem Kulluk
2023 J jnl
A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway.
J. Oper. Res. Soc.
Pinar Tapkan, Sinem Kulluk, Lale Özbakir, Fatih Bahar, Burak Gülmez
2023 J jnl
FC-Kmeans: Fixed-centered K-means algorithm.
Expert Syst. Appl.
Memet Merhad Ay, Lale Özbakir, Sinem Kulluk, Burak Gülmez, Güney Öztürk, Sertay Özer
2022 J jnl
CNN-LSTM and clustering-based spatial-temporal demand forecasting for on-demand ride services.
Neural Comput. Appl.
Memet Merhad Ay, Sinem Kulluk, Lale Özbakir, Burak Gülmez, Güney Öztürk, Sertay Özer
2019 J jnl
A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers.
WIREs Data Mining Knowl. Discov.
Nihan Gulsoy, Sinem Kulluk
2016 J jnl
A cost-sensitive classification algorithm: BEE-Miner.
Knowl. Based Syst.
Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu
2016 J jnl
Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner.
Knowl. Based Syst.
Sinem Kulluk, Lale Özbakir, Pinar Tapkan, Adil Baykasoglu
2013 J jnl
A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks.
J. Oper. Res. Soc.
Sinem Kulluk
2013 J jnl
Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks.
Expert Syst. Appl.
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
2012 J jnl
Training neural networks with harmony search algorithms for classification problems.
Eng. Appl. Artif. Intell.
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
2011 J jnl
Classifying defect factors in fabric production via DIFACONN-miner: A case study.
Expert Syst. Appl.
Adil Baykasoglu, Lale Özbakir, Sinem Kulluk
2011 J jnl
Rule extraction from artificial neural networks to discover causes of quality defects in fabric production.
Neural Comput. Appl.
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
2011 — conf
Self-adaptive global best harmony search algorithm for training neural networks.
WCIT
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
2010 J jnl
A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner.
Appl. Soft Comput.
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
2009 J jnl
Generating prediction rules for liquefaction through data mining.
Expert Syst. Appl.
Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk
2009 J jnl
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks.
Expert Syst. Appl.
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk, Hüseyin Yapici
2008 — conf
Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop.
MCO
Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk
2007 — conf
Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications.
LION
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk