Serdar Korukoglu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Text Classification

Consensus Clustering

Nearest Neighbor

Sentiment Classification

Top Venues

Expert Syst. Appl.

Expert Syst. J. Knowl. Eng.

Publications

Ensar Arif Sagbas, Serdar Korukoglu, Serkan Balli
Real-time stress detection from smartphone sensor data using genetic algorithm-based feature subset optimization and k-nearest neighbor algorithm. Multim. Tools Appl. 83 (1) (2024)
Ensar Arif Sagbas, Serdar Korukoglu, Serkan Balli
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques. J. Medical Syst. 44 (3) (2020)
Cemre Candemir, Kaya Oguz, Serdar Korukoglu, Ali Saffet Gonul
Detection and evaluation of activation instances as change points in functional MR images. SIU (2018)
Serkan Balli, Ensar Arif Sagbas, Serdar Korukoglu
Design of smartwatch-assisted fall detection system via smartphone. SIU (2018)
Aytug Onan, Serdar Korukoglu, Hasan Bulut
A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification. Inf. Process. Manag. 53 (4) (2017)
Aytug Onan, Hasan Bulut, Serdar Korukoglu
An improved ant algorithm with LDA-based representation for text document clustering. J. Inf. Sci. 43 (2) (2017)
Bekir Afsar, Dogan Aydin, Aybars Ugur, Serdar Korukoglu
Self-Adaptive and Adaptive Parameter Control in Improved Artificial Bee Colony Algorithm. Informatica 28 (3) (2017)
Aytug Onan, Serdar Korukoglu
A feature selection model based on genetic rank aggregation for text sentiment classification. J. Inf. Sci. 43 (1) (2017)
Aytug Onan, Serdar Korukoglu, Hasan Bulut
Ensemble of keyword extraction methods and classifiers in text classification. Expert Syst. Appl. 57 (2016)
Aytug Onan, Serdar Korukoglu, Hasan Bulut
LDA-based Topic Modelling in Text Sentiment Classification: An Empirical Analysis. Int. J. Comput. Linguistics Appl. 7 (1) (2016)
Aytug Onan, Serdar Korukoglu
Exploring Performance of Instance Selection Methods in Text Sentiment Classification. CSOC (1) (2016)
Aytug Onan, Serdar Korukoglu, Hasan Bulut
A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification. Expert Syst. Appl. 62 (2016)
Aytug Onan, Serdar Korukoglu
Ensemble methods for opinion mining. SIU (2015)
Serkan Balli, Serdar Korukoglu
Development of a fuzzy decision support framework for complex multi-attribute decision problems: A case study for the selection of skilful basketball players. Expert Syst. J. Knowl. Eng. 31 (1) (2014)
Bahadir Karasulu, Serdar Korukoglu
Moving object detection and tracking by using annealed background subtraction method in videos: Performance optimization. Expert Syst. Appl. 39 (1) (2012)
Ilker Kalayci, Serdar Korukoglu
Classification of Turkish Maqam music using k-means algorithm and artificial neural networks. SIU (2012)
Bahadir Karasulu, Serdar Korukoglu
A software for performance evaluation and comparison of people detection and tracking methods in video processing. Multim. Tools Appl. 55 (3) (2011)
Bahadir Karasulu, Serdar Korukoglu
A simulated annealing-based optimal threshold determining method in edge-based segmentation of grayscale images. Appl. Soft Comput. 11 (2) (2011)
Babek Abbasov, Serdar Korukoglu
Effective RED: An algorithm to improve RED's performance by reducing packet loss rate. J. Netw. Comput. Appl. 32 (3) (2009)
Oktay Adalier, Aybars Ugur, Serdar Korukoglu, Kadir Ertas
A New Regression Based Software Cost Estimation Model Using Power Values. IDEAL (2007)