Sinem Kulluk

542 total citations
20 papers, 398 citations indexed

About

Sinem Kulluk is a scholar working on Artificial Intelligence, Industrial and Manufacturing Engineering and Automotive Engineering. According to data from OpenAlex, Sinem Kulluk has authored 20 papers receiving a total of 398 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 5 papers in Industrial and Manufacturing Engineering and 3 papers in Automotive Engineering. Recurrent topics in Sinem Kulluk's work include Neural Networks and Applications (7 papers), Fuzzy Logic and Control Systems (5 papers) and Metaheuristic Optimization Algorithms Research (4 papers). Sinem Kulluk is often cited by papers focused on Neural Networks and Applications (7 papers), Fuzzy Logic and Control Systems (5 papers) and Metaheuristic Optimization Algorithms Research (4 papers). Sinem Kulluk collaborates with scholars based in Türkiye. Sinem Kulluk's co-authors include Lale Özbakır, Adil Baykasoğlu, Burak Gülmez, Pınar Tapkan, Hüseyin Yapıcı and Abdülkadir Çevik and has published in prestigious journals such as Expert Systems with Applications, Journal of the Operational Research Society and Applied Soft Computing.

In The Last Decade

Sinem Kulluk

20 papers receiving 379 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sinem Kulluk Türkiye 11 218 48 40 39 38 20 398
Chyh-Ming Lai Taiwan 12 159 0.7× 23 0.5× 43 1.1× 43 1.1× 45 1.2× 32 434
Francisco Herrera Triguero Spain 10 200 0.9× 29 0.6× 38 0.9× 45 1.2× 44 1.2× 26 380
Łukasz Wróbel Poland 11 188 0.9× 37 0.8× 35 0.9× 82 2.1× 99 2.6× 37 378
Changzheng He China 13 283 1.3× 49 1.0× 20 0.5× 32 0.8× 55 1.4× 46 566
Abdolkarim Mohammadi-Balani Iran 6 194 0.9× 75 1.6× 50 1.3× 89 2.3× 14 0.4× 8 390
Gracia Sánchez Spain 11 282 1.3× 26 0.5× 39 1.0× 130 3.3× 38 1.0× 28 468
Raja Marappan India 13 209 1.0× 40 0.8× 36 0.9× 46 1.2× 151 4.0× 55 589
Cunhua Qian Japan 10 90 0.4× 32 0.7× 38 0.9× 47 1.2× 33 0.9× 31 413
Nour El Islem Karabadji Algeria 8 83 0.4× 41 0.9× 58 1.4× 24 0.6× 86 2.3× 10 270
Yueyang Wang China 11 150 0.7× 28 0.6× 50 1.3× 26 0.7× 46 1.2× 33 456

Countries citing papers authored by Sinem Kulluk

Since Specialization
Citations

This map shows the geographic impact of Sinem Kulluk'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 Sinem Kulluk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sinem Kulluk more than expected).

Fields of papers citing papers by Sinem Kulluk

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sinem Kulluk. 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 Sinem Kulluk. The network helps show where Sinem Kulluk may publish in the future.

Co-authorship network of co-authors of Sinem Kulluk

This figure shows the co-authorship network connecting the top 25 collaborators of Sinem Kulluk. A scholar is included among the top collaborators of Sinem Kulluk based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sinem Kulluk. Sinem Kulluk is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Gülmez, Burak & Sinem Kulluk. (2023). Türkiye’de ikinci el araçların büyük veri ve makine öğrenme teknikleriyle analizi ve fiyat tahmini. Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi. 38(4). 2279–2290. 5 indexed citations
2.
Kulluk, Sinem, et al.. (2022). CNN-LSTM and clustering-based spatial–temporal demand forecasting for on-demand ride services. Neural Computing and Applications. 34(24). 22071–22086. 7 indexed citations
3.
Tapkan, Pınar, et al.. (2022). A constraint programming based column generation approach for crew scheduling: A case study for the Kayseri railway. Journal of the Operational Research Society. 74(9). 2028–2042. 6 indexed citations
4.
Özbakır, Lale, et al.. (2022). FC-Kmeans: Fixed-centered K-means algorithm. Expert Systems with Applications. 211. 118656–118656. 49 indexed citations
5.
Özbakır, Lale, et al.. (2021). A modelling approach to the train timetabling problem using adaptive headways for dynamic passenger demand. International Journal of Rail Transportation. 10(5). 606–630. 5 indexed citations
6.
Kulluk, Sinem, et al.. (2020). Measurement of service quality in public transportation: definition of performance measurement system in service quality. Pamukkale University Journal of Engineering Sciences. 26(4). 737–748. 1 indexed citations
7.
Kulluk, Sinem, et al.. (2019). A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery. 9(3). 19 indexed citations
8.
Gülmez, Burak & Sinem Kulluk. (2019). Social Spider Algorithm for Training Artificial Neural Networks. RePEc: Research Papers in Economics. 6(4). 32–49. 10 indexed citations
9.
Tapkan, Pınar, et al.. (2018). Raylı sistemlerde görev çizelgeleme probleminin modellenmesi ve çözümü. Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi. 2018(2018). 3 indexed citations
10.
Kulluk, Sinem, Lale Özbakır, Pınar Tapkan, & Adil Baykasoğlu. (2016). Cost-sensitive meta-learning classifiers: MEPAR-miner and DIFACONN-miner. Knowledge-Based Systems. 98. 148–161. 11 indexed citations
11.
Tapkan, Pınar, Lale Özbakır, Sinem Kulluk, & Adil Baykasoğlu. (2015). A cost-sensitive classification algorithm: BEE-Miner. Knowledge-Based Systems. 95. 99–113. 43 indexed citations
12.
Kulluk, Sinem, Lale Özbakır, & Adil Baykasoğlu. (2012). Fuzzy DIFACONN-miner: A novel approach for fuzzy rule extraction from neural networks. Expert Systems with Applications. 40(3). 938–946. 28 indexed citations
13.
Kulluk, Sinem. (2012). A novel hybrid algorithm combining hunting search with harmony search algorithm for training neural networks. Journal of the Operational Research Society. 64(5). 748–761. 10 indexed citations
14.
Baykasoğlu, Adil, Lale Özbakır, & Sinem Kulluk. (2011). Classifying defect factors in fabric production via DIFACONN-miner: A case study. Expert Systems with Applications. 38(9). 11321–11328. 8 indexed citations
15.
Kulluk, Sinem, Lale Özbakır, & Adil Baykasoğlu. (2011). Training neural networks with harmony search algorithms for classification problems. Engineering Applications of Artificial Intelligence. 25(1). 11–19. 82 indexed citations
16.
Kulluk, Sinem, Lale Özbakır, & Adil Baykasoğlu. (2011). Self-adaptive global best harmony search algorithm for training neural networks. Procedia Computer Science. 3. 282–286. 27 indexed citations
17.
Özbakır, Lale, Adil Baykasoğlu, & Sinem Kulluk. (2010). Rule extraction from artificial neural networks to discover causes of quality defects in fabric production. Neural Computing and Applications. 20(7). 1117–1128. 6 indexed citations
18.
Özbakır, Lale, Adil Baykasoğlu, & Sinem Kulluk. (2009). A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner. Applied Soft Computing. 10(1). 304–317. 41 indexed citations
19.
Özbakır, Lale, Adil Baykasoğlu, Sinem Kulluk, & Hüseyin Yapıcı. (2009). TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks. Expert Systems with Applications. 36(10). 12295–12305. 22 indexed citations
20.
Baykasoğlu, Adil, Abdülkadir Çevik, Lale Özbakır, & Sinem Kulluk. (2009). Generating prediction rules for liquefaction through data mining. Expert Systems with Applications. 36(10). 12491–12499. 15 indexed citations

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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