Serdar Korukoğlu

2.7k citations
51 papers · 2.2k · 4 hit papers · h-index 18

Impact in

    • Sentiment Analysis and Opinion Mining
    • Text and Document Classification Technologies
    • Advanced Text Analysis Techniques
    • Topic Modeling
    • Imbalanced Data Classification Techniques
    • Machine Learning and Data Classification

Papers in

    • Sentiment Analysis and Opinion Mining 8
    • Text and Document Classification Technologies 8
    • Anomaly Detection Techniques and Applications 3
    • Advanced Text Analysis Techniques 3
    • Advanced Image and Video Retrieval Techniques 4
    • Video Surveillance and Tracking Methods 4

Serdar Korukoğlu

47 papers receiving 2.1k citations

Serdar Korukoğlu's Hit Papers

A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification 2017 · 271 citations
2710+3+7Years since publication100200300400500

Peers

Serdar Korukoğlu
Comparison fields: 5 of 152
  • Artificial Intelligence 1.2k
  • Health Information Management 75
  • Management Science and Operations Research 208
  • Information Systems 359
  • Computer Vision and Pattern Recognition 309
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Peter A. Beling United States
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Serdar Korukoğlu relative to Lin Li China Lin Li's profile →
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Countries citing papers authored by Serdar Korukoğlu

Since Specialization
Citations

This map shows the geographic impact of Serdar Korukoğlu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Serdar Korukoğlu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Serdar Korukoğlu more than expected).

Fields of papers citing papers by Serdar Korukoğlu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Serdar Korukoğlu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Serdar Korukoğlu. The network helps show where Serdar Korukoğlu may publish in the future.

Co-authors

The 9 scholars most cited alongside Serdar Korukoğlu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Serdar Korukoğlu Line = papers co-authored together Serdar Korukoğlu links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 51 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Ensemble of keyword extraction methods and classifiers in text classification
Hit paper breakdown →
2016532
2
A feature selection model based on genetic rank aggregation for text sentiment classification
Hit paper breakdown →
2015332
3
A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification
Hit paper breakdown →
2016312
4
A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification
Hit paper breakdown →
2017271
5 2009137
6 202076
7 201160
8 201659
9 200858
10
LDA-based Topic Modelling in Text Sentiment Classification: An Empirical Analysis
201653
11 201139
12 201236
13 201634
14 200929
15 201028
16 201026
17 201319
18
Performance evaluation software: moving object detection and tracking in videos
201317
19 202013
20 202313

About Serdar Korukoğlu

Serdar Korukoğlu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Management Science and Operations Research, Experimental and Cognitive Psychology and Statistics and Probability, having authored 51 papers that have together received 2.2k indexed citations. Recurring topics across this work include Sentiment Analysis and Opinion Mining (8 papers), Text and Document Classification Technologies (8 papers), Multi-Criteria Decision Making (5 papers), Advanced Image and Video Retrieval Techniques (4 papers), Video Surveillance and Tracking Methods (4 papers), Anomaly Detection Techniques and Applications (3 papers), Advanced Text Analysis Techniques (3 papers) and Emotion and Mood Recognition (3 papers). The work is most often cited by research in Artificial Intelligence (1.2k citations), Health Information Management (75 citations), Management Science and Operations Research (208 citations), Information Systems (359 citations) and Computer Vision and Pattern Recognition (309 citations). Serdar Korukoğlu has collaborated with scholars based in Türkiye. Frequent co-authors include Aytuğ Onan, Hasan Bulut, Serkan Ballı, Aybars Uğur, Muhammed Cinsdikici, Hayriye Elbi, Kaya Oğuz, Ali Saffet Gönül and Baybars Veznedaroğlu. Their work appears in journals such as Mathematical and Computational Applications, Expert Systems with Applications, Multimedia Tools and Applications, Journal of Information Science and Journal of Network and Computer Applications.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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