Lale Özbakir

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 11

Top Topics

Demand Forecasting

Hyper Heuristics

Rough Fuzzy Sets

Crew Scheduling

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

WIREs Data Mining Knowl. Discov.

Int. J. Oper. Res. Inf. Syst.

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)
Lale Özbakir, Gökhan Seçme
A hyper-heuristic approach for stochastic parallel assembly line balancing problems with equipment costs. Oper. Res. 22 (1) (2022)
Abdurrahman Öcal, Lale Özbakir
Supervised deep convolutional generative adversarial networks. Neurocomputing 449 (2021)
Gökhan Seçme, Lale Özbakir
An Assembly Line Balancing Application on Oven Production Line with Hyper-Heuristics. Int. J. Oper. Res. Inf. Syst. 10 (3) (2019)
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)
Lale Özbakir, Fatma Turna
Clustering performance comparison of new generation meta-heuristic algorithms. Knowl. Based Syst. 130 (2017)
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)
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
Bee algorithms for parallel two-sided assembly line balancing problem with walking times. Appl. Soft Comput. 39 (2016)
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) (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)
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) (2012)
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
Modeling and solving constrained two-sided assembly line balancing problem via bee algorithms. Appl. Soft Comput. 12 (11) (2012)
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
Training neural networks with harmony search algorithms for classification problems. Eng. Appl. Artif. Intell. 25 (1) (2012)
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
Bees Algorithm for constrained fuzzy multi-objective two-sided assembly line balancing problem. Optim. Lett. 6 (6) (2012)
Lale Özbakir, Pinar Tapkan
Bee colony intelligence in zone constrained two-sided assembly line balancing problem. Expert Syst. Appl. 38 (9) (2011)
Lale Özbakir, Adil Baykasoglu, Beyza Görkemli, Latife Görkemli
Multiple-colony ant algorithm for parallel assembly line balancing problem. Appl. Soft Comput. 11 (3) (2011)
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)
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) (2011)
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) (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, Pinar Tapkan
Balancing fuzzy multi-objective two-sided assembly lines via Bees Algorithm. J. Intell. Fuzzy Syst. 21 (5) (2010)
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)
Lale Özbakir, Adil Baykasoglu, Pinar Tapkan
Bees algorithm for generalized assignment problem. Appl. Math. Comput. 215 (11) (2010)
Adil Baykasoglu, Mustafa Göçken, Lale Özbakir
Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop. Simul. 86 (12) (2010)
Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici
Classification rule discovery for the aviation incidents resulted in fatality. Knowl. Based Syst. 22 (8) (2009)
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, Lale Özbakir
A grammatical optimization approach for integrated process planning and scheduling. J. Intell. Manuf. 20 (2) (2009)
Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk
Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop. MCO (2008)
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) (2008)
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications. LION (2007)
Adil Baykasoglu, Lale Özbakir
MEPAR-miner: Multi-expression programming for classification rule mining. Eur. J. Oper. Res. 183 (2) (2007)
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) (2004)