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2020 – today
- 2023
[j14]Memet Merhad Ay
, Lale Özbakir, Sinem Kulluk, Burak Gülmez, Güney Öztürk, Sertay Özer:
FC-Kmeans: Fixed-centered K-means algorithm. Expert Syst. Appl. 211: 118656 (2023)- [j13]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): 2028-2042 (2023) - 2022
- [j12]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): 22071-22086 (2022)
2010 – 2019
- 2019
- [j11]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) - 2016
- [j10]Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu:
A cost-sensitive classification algorithm: BEE-Miner. Knowl. Based Syst. 95: 99-113 (2016) - [j9]Sinem Kulluk, Lale Özbakir, Pinar Tapkan, Adil Baykasoglu:
Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner. Knowl. Based Syst. 98: 148-161 (2016) - 2013
- [j8]Sinem Kulluk, Lale Özbakir, Adil Baykasoglu:
Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks. Expert Syst. Appl. 40(3): 938-946 (2013) - [j7]Sinem Kulluk:
A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks. J. Oper. Res. Soc. 64(5): 748-761 (2013) - 2012
- [j6]Sinem Kulluk, Lale Özbakir, Adil Baykasoglu:
Training neural networks with harmony search algorithms for classification problems. Eng. Appl. Artif. Intell. 25(1): 11-19 (2012) - 2011
- [j5]Adil Baykasoglu, Lale Özbakir, Sinem Kulluk:
Classifying defect factors in fabric production via DIFACONN-miner: A case study. Expert Syst. Appl. 38(9): 11321-11328 (2011) - [j4]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): 1117-1128 (2011) - [c3]Sinem Kulluk, Lale Özbakir, Adil Baykasoglu:
Self-adaptive global best harmony search algorithm for training neural networks. WCIT 2011: 282-286 - 2010
- [j3]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): 304-317 (2010)
2000 – 2009
- 2009
- [j2]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): 12295-12305 (2009) - [j1]Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk:
Generating prediction rules for liquefaction through data mining. Expert Syst. Appl. 36(10): 12491-12499 (2009) - 2008
- [c2]Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk:
Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop. MCO 2008: 389-398 - 2007
- [c1]Lale Özbakir, Adil Baykasoglu, Sinem Kulluk:
Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications. LION 2007: 177-191
Coauthor Index
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