Lale Özbakir

37 papers Journal 34Unranked 3
YearRankTypeTitle / Venue / Authors
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
A hyper-heuristic approach for stochastic parallel assembly line balancing problems with equipment costs.
Oper. Res.
Lale Özbakir, Gökhan Seçme
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
2021 J jnl
Supervised deep convolutional generative adversarial networks.
Neurocomputing
Abdurrahman Öcal, Lale Özbakir
2019 J jnl
An Assembly Line Balancing Application on Oven Production Line with Hyper-Heuristics.
Int. J. Oper. Res. Inf. Syst.
Gökhan Seçme, Lale Özbakir
2018 J jnl
Differentiating households to analyze consumption patterns: a data mining study on official household budget data.
WIREs Data Mining Knowl. Discov.
Tugba Degirmenci, Lale Özbakir
2017 J jnl
Clustering performance comparison of new generation meta-heuristic algorithms.
Knowl. Based Syst.
Lale Özbakir, Fatma Turna
2016 J jnl
A cost-sensitive classification algorithm: BEE-Miner.
Knowl. Based Syst.
Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu
2016 J jnl
Bee algorithms for parallel two-sided assembly line balancing problem with walking times.
Appl. Soft Comput.
Pinar Tapkan, Lale Özbakir, 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
Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks.
Expert Syst. Appl.
Sinem Kulluk, Lale Özbakir, Adil Baykasoglu
2013 J jnl
Solving fuzzy multiple objective generalized assignment problems directly via bees algorithm and fuzzy ranking.
Expert Syst. Appl.
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
2012 J jnl
Bees Algorithm for constrained fuzzy multi-objective two-sided assembly line balancing problem.
Optim. Lett.
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
2012 J jnl
Modeling and solving constrained two-sided assembly line balancing problem via bee algorithms.
Appl. Soft Comput.
Pinar Tapkan, Lale Özbakir, Adil Baykasoglu
2012 J jnl
Multi-colony ant algorithm for parallel assembly line balancing with fuzzy parameters.
J. Intell. Fuzzy Syst.
Adil Baykasoglu, Lale Özbakir, Latife Görkemli, Beyza Görkemli
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
Bee colony intelligence in zone constrained two-sided assembly line balancing problem.
Expert Syst. Appl.
Lale Özbakir, Pinar Tapkan
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
Data mining and preprocessing application on component reports of an airline company in Turkey.
Expert Syst. Appl.
Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici
2011 J jnl
Exploring comprehensible classification rules from trained neural networks integrated with a time-varying binary particle swarm optimizer.
Eng. Appl. Artif. Intell.
Lale Özbakir, Yilmaz Delice
2011 J jnl
Multiple-colony ant algorithm for parallel assembly line balancing problem.
Appl. Soft Comput.
Lale Özbakir, Adil Baykasoglu, Beyza Görkemli, Latife Görkemli
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
2010 J jnl
Balancing fuzzy multi-objective two-sided assembly lines via Bees Algorithm.
J. Intell. Fuzzy Syst.
Lale Özbakir, Pinar Tapkan
2010 J jnl
Bees algorithm for generalized assignment problem.
Appl. Math. Comput.
Lale Özbakir, Adil Baykasoglu, Pinar Tapkan
2010 J jnl
Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop.
Simul.
Adil Baykasoglu, Mustafa Göçken, Lale Özbakir
2009 J jnl
A grammatical optimization approach for integrated process planning and scheduling.
J. Intell. Manuf.
Adil Baykasoglu, Lale Özbakir
2009 J jnl
Classification rule discovery for the aviation incidents resulted in fatality.
Knowl. Based Syst.
Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici
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
2008 J jnl
Prediction of compressive and tensile strength of limestone via genetic programming.
Expert Syst. Appl.
Adil Baykasoglu, Hamza Güllü, Hanifi Çanakçi, Lale Özbakir
2007 J jnl
MEPAR-miner: Multi-expression programming for classification rule mining.
Eur. J. Oper. Res.
Adil Baykasoglu, Lale Özbakir
2007 — conf
Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications.
LION
Lale Özbakir, Adil Baykasoglu, Sinem Kulluk
2004 J jnl
Using multiple objective tabu search and grammars to model and solve multi-objective flexible job shop scheduling problems.
J. Intell. Manuf.
Adil Baykasoglu, Lale Özbakir, Ali Ihsan Sönmez