Sinem Kulluk

Training neural networks with harmony search algorithms for classification problems

Sinem Kulluk, Lale Özbakır, Adil Baykasoğlu · Engineering Applications of Artificial Intelligence · 2011 · 105 citations

Artificial Intelligence, Data Classification, Classification Method +8

FC-Kmeans: Fixed-centered K-means algorithm

Merhad Ay, Lale Özbakır, Sinem Kulluk et al. · Expert Systems with Applications · 2022 · 78 citations

Cluster Computing, Engineering, Data Science +7

A cost-sensitive classification algorithm: BEE-Miner

Pınar Tapkan, Lale Özbakır, Sinem Kulluk et al. · Knowledge-Based Systems · 2015 · 53 citations

Engineering, Machine Learning, Data Science +9

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

Lale Özbakır, Adil Baykasoğlu, Sinem Kulluk · Applied Soft Computing · 2009 · 48 citations

Artificial Intelligence, Soft Computing-based Approach, Fuzzy Logic +14

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

Sinem Kulluk, Lale Özbakır, Adil Baykasoğlu · Expert Systems with Applications · 2012 · 35 citations

Fuzzy Logic, Engineering, Fuzzy Computing +12