Lale Özbakir

According to our database, Lale Özbakir authored at least 37 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2023

A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway.

Pinar Tapkan, Sinem Kulluk, Lale Özbakir, Fatih Bahar, Burak Gülmez

J. Oper. Res. Soc., September, 2023

FC-Kmeans: Fixed-centered K-means algorithm.

Memet Merhad Ay, Lale Özbakir, Sinem Kulluk, Burak Gülmez, Güney Öztürk, Sertay Özer

Expert Syst. Appl., 2023

2022

A hyper-heuristic approach for stochastic parallel assembly line balancing problems with equipment costs.

Lale Özbakir, Gökhan Seçme

Oper. Res., 2022

CNN-LSTM and clustering-based spatial-temporal demand forecasting for on-demand ride services.

Memet Merhad Ay, Sinem Kulluk, Lale Özbakir, Burak Gülmez, Güney Öztürk, Sertay Özer

Neural Comput. Appl., 2022

2021

Supervised deep convolutional generative adversarial networks.

Abdurrahman Öcal, Lale Özbakir

Neurocomputing, 2021

2019

An Assembly Line Balancing Application on Oven Production Line with Hyper-Heuristics.

Gökhan Seçme, Lale Özbakir

Int. J. Oper. Res. Inf. Syst., 2019

2018

Differentiating households to analyze consumption patterns: a data mining study on official household budget data.

Tugba Degirmenci, Lale Özbakir

WIREs Data Mining Knowl. Discov., 2018

2017

Clustering performance comparison of new generation meta-heuristic algorithms.

Lale Özbakir, Fatma Turna

Knowl. Based Syst., 2017

2016

A cost-sensitive classification algorithm: BEE-Miner.

Pinar Tapkan, Lale Özbakir, Sinem Kulluk, Adil Baykasoglu

Knowl. Based Syst., 2016

Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner.

Sinem Kulluk, Lale Özbakir, Pinar Tapkan, Adil Baykasoglu

Knowl. Based Syst., 2016

Bee algorithms for parallel two-sided assembly line balancing problem with walking times.

Pinar Tapkan, Lale Özbakir, Adil Baykasoglu

Appl. Soft Comput., 2016

2013

Solving fuzzy multiple objective generalized assignment problems directly via bees algorithm and fuzzy ranking.

Pinar Tapkan, Lale Özbakir, Adil Baykasoglu

Expert Syst. Appl., 2013

Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks.

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Expert Syst. Appl., 2013

2012

Bees Algorithm for constrained fuzzy multi-objective two-sided assembly line balancing problem.

Pinar Tapkan, Lale Özbakir, Adil Baykasoglu

Optim. Lett., 2012

Multi-colony ant algorithm for parallel assembly line balancing with fuzzy parameters.

Adil Baykasoglu, Lale Özbakir, Latife Görkemli, Beyza Görkemli

J. Intell. Fuzzy Syst., 2012

Training neural networks with harmony search algorithms for classification problems.

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Eng. Appl. Artif. Intell., 2012

Modeling and solving constrained two-sided assembly line balancing problem via bee algorithms.

Pinar Tapkan, Lale Özbakir, Adil Baykasoglu

Appl. Soft Comput., 2012

2011

Self-adaptive global best harmony search algorithm for training neural networks.

Sinem Kulluk, Lale Özbakir, Adil Baykasoglu

Proceedings of the First World Conference on Information Technology, 2011

Rule extraction from artificial neural networks to discover causes of quality defects in fabric production.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Neural Comput. Appl., 2011

Bee colony intelligence in zone constrained two-sided assembly line balancing problem.

Lale Özbakir, Pinar Tapkan

Expert Syst. Appl., 2011

Data mining and preprocessing application on component reports of an airline company in Turkey.

Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici

Expert Syst. Appl., 2011

Classifying defect factors in fabric production via DIFACONN-miner: A case study.

Adil Baykasoglu, Lale Özbakir, Sinem Kulluk

Expert Syst. Appl., 2011

Exploring comprehensible classification rules from trained neural networks integrated with a time-varying binary particle swarm optimizer.

Lale Özbakir, Yilmaz Delice

Eng. Appl. Artif. Intell., 2011

Multiple-colony ant algorithm for parallel assembly line balancing problem.

Lale Özbakir, Adil Baykasoglu, Beyza Görkemli, Latife Görkemli

Appl. Soft Comput., 2011

2010

Genetic Programming Based Data Mining Approach to Dispatching Rule Selection in a Simulated Job Shop.

Adil Baykasoglu, Mustafa Göçken, Lale Özbakir

Simul., 2010

Balancing fuzzy multi-objective two-sided assembly lines via Bees Algorithm.

Lale Özbakir, Pinar Tapkan

J. Intell. Fuzzy Syst., 2010

A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Appl. Soft Comput., 2010

Bees algorithm for generalized assignment problem.

Lale Özbakir, Adil Baykasoglu, Pinar Tapkan

Appl. Math. Comput., 2010

2009

Classification rule discovery for the aviation incidents resulted in fatality.

Feyza Gürbüz, Lale Özbakir, Hüseyin Yapici

Knowl. Based Syst., 2009

A grammatical optimization approach for integrated process planning and scheduling.

Adil Baykasoglu, Lale Özbakir

J. Intell. Manuf., 2009

TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk, Hüseyin Yapici

Expert Syst. Appl., 2009

Generating prediction rules for liquefaction through data mining.

Adil Baykasoglu, Abdulkadir Çevik, Lale Özbakir, Sinem Kulluk

Expert Syst. Appl., 2009

2008

Prediction of compressive and tensile strength of limestone via genetic programming.

Adil Baykasoglu, Hamza Güllü, Hanifi Çanakçi, Lale Özbakir

Expert Syst. Appl., 2008

Composite Dispatching Rule Generation through Data Mining in a Simulated Job Shop.

Adil Baykasoglu, Mustafa Göçken, Lale Özbakir, Sinem Kulluk

Proceedings of the Modelling, 2008

2007

MEPAR-miner: Multi-expression programming for classification rule mining.

Adil Baykasoglu, Lale Özbakir

Eur. J. Oper. Res., 2007

Rule Extraction from Neural Networks Via Ant Colony Algorithm for Data Mining Applications.

Lale Özbakir, Adil Baykasoglu, Sinem Kulluk

Proceedings of the Learning and Intelligent Optimization, Second International Conference, 2007

2004

Using multiple objective tabu search and grammars to model and solve multi-objective flexible job shop scheduling problems.

Adil Baykasoglu, Lale Özbakir, Ali Ihsan Sönmez

J. Intell. Manuf., 2004