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ORCIDLale Özbakir
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2020 – today
- 2023
[j34]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)- [j33]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
- [j32]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) - [j31]Lale Özbakir, Gökhan Seçme:
A hyper-heuristic approach for stochastic parallel assembly line balancing problems with equipment costs. Oper. Res. 22(1): 577-614 (2022) - 2021
- [j30]Abdurrahman Öcal, Lale Özbakir:
Supervised deep convolutional generative adversarial networks. Neurocomputing 449: 389-398 (2021)
2010 – 2019
- 2019
- [j29]Gökhan Seçme, Lale Özbakir:
An Assembly Line Balancing Application on Oven Production Line with Hyper-Heuristics. Int. J. Oper. Res. Inf. Syst. 10(3): 44-58 (2019) - 2018
- [j28]Tugba Degirmenci, Lale Özbakir:
Differentiating households to analyze consumption patterns: a data mining study on official household budget data. WIREs Data Mining Knowl. Discov. 8(1) (2018) - 2017
- [j27]Lale Özbakir, Fatma Turna:
Clustering performance comparison of new generation meta-heuristic algorithms. Knowl. Based Syst. 130: 1-16 (2017) - 2016
- [j26]Pinar Tapkan, Lale Özbakir, Adil Baykasoglu:
Bee algorithms for parallel two-sided assembly line balancing problem with walking times. Appl. Soft Comput. 39: 275-291 (2016) - [j25]Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu:
A cost-sensitive classification algorithm: BEE-Miner. Knowl. Based Syst. 95: 99-113 (2016) - [j24]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
- [j23]Pinar Tapkan, Lale Özbakir, Adil Baykasoglu:
Solving fuzzy multiple objective generalized assignment problems directly via bees algorithm and fuzzy ranking. Expert Syst. Appl. 40(3): 892-898 (2013) - [j22]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) - 2012
- [j21]Pinar Tapkan, Lale Özbakir, Adil Baykasoglu:
Modeling and solving constrained two-sided assembly line balancing problem via bee algorithms. Appl. Soft Comput. 12(11): 3343-3355 (2012) - [j20]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) - [j19]Adil Baykasoglu, Lale Özbakir, Latife Görkemli, Beyza Görkemli:
Multi-colony ant algorithm for parallel assembly line balancing with fuzzy parameters. J. Intell. Fuzzy Syst. 23(6): 283-295 (2012) - [j18]Pinar Tapkan, Lale Özbakir, Adil Baykasoglu:
Bees Algorithm for constrained fuzzy multi-objective two-sided assembly line balancing problem. Optim. Lett. 6(6): 1039-1049 (2012) - 2011
- [j17]Lale Özbakir, Adil Baykasoglu, Beyza Görkemli, Latife Görkemli:
Multiple-colony ant algorithm for parallel assembly line balancing problem. Appl. Soft Comput. 11(3): 3186-3198 (2011) - [j16]Lale Özbakir, Yilmaz Delice:
Exploring comprehensible classification rules from trained neural networks integrated with a time-varying binary particle swarm optimizer. Eng. Appl. Artif. Intell. 24(3): 491-500 (2011) - [j15]Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici:
Data mining and preprocessing application on component reports of an airline company in Turkey. Expert Syst. Appl. 38(6): 6618-6626 (2011) - [j14]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) - [j13]Lale Özbakir, Pinar Tapkan:
Bee colony intelligence in zone constrained two-sided assembly line balancing problem. Expert Syst. Appl. 38(9): 11947-11957 (2011) - [j12]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
- [j11]Lale Özbakir, Adil Baykasoglu, Pinar Tapkan:
Bees algorithm for generalized assignment problem. Appl. Math. Comput. 215(11): 3782-3795 (2010) - [j10]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) - [j9]Lale Özbakir, Pinar Tapkan:
Balancing fuzzy multi-objective two-sided assembly lines via Bees Algorithm. J. Intell. Fuzzy Syst. 21(5): 317-329 (2010) - [j8]Adil Baykasoglu, Mustafa Göçken, Lale Özbakir:
Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop. Simul. 86(12): 715-728 (2010)
2000 – 2009
- 2009
- [j7]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) - [j6]Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk:
Generating prediction rules for liquefaction through data mining. Expert Syst. Appl. 36(10): 12491-12499 (2009) - [j5]Adil Baykasoglu, Lale Özbakir:
A grammatical optimization approach for integrated process planning and scheduling. J. Intell. Manuf. 20(2): 211-221 (2009) - [j4]Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici:
Classification rule discovery for the aviation incidents resulted in fatality. Knowl. Based Syst. 22(8): 622-632 (2009) - 2008
- [j3]Adil Baykasoglu, Hamza Güllü, Hanifi Çanakçi, Lale Özbakir:
Prediction of compressive and tensile strength of limestone via genetic programming. Expert Syst. Appl. 35(1-2): 111-123 (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
- [j2]Adil Baykasoglu, Lale Özbakir:
MEPAR-miner: Multi-expression programming for classification rule mining. Eur. J. Oper. Res. 183(2): 767-784 (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 - 2004
- [j1]Adil Baykasoglu, Lale Özbakir, Ali Ihsan Sönmez:
Using multiple objective tabu search and grammars to model and solve multi-objective flexible job shop scheduling problems. J. Intell. Manuf. 15(6): 777-785 (2004)
Coauthor Index
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