Ci̇han H. Dağli

4.6k total citations · 1 hit paper
264 papers, 3.0k citations indexed

About

Ci̇han H. Dağli is a scholar working on Control and Systems Engineering, Artificial Intelligence and Management Science and Operations Research. According to data from OpenAlex, Ci̇han H. Dağli has authored 264 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 90 papers in Control and Systems Engineering, 69 papers in Artificial Intelligence and 54 papers in Management Science and Operations Research. Recurrent topics in Ci̇han H. Dağli's work include Systems Engineering Methodologies and Applications (64 papers), Product Development and Customization (32 papers) and Technology Assessment and Management (28 papers). Ci̇han H. Dağli is often cited by papers focused on Systems Engineering Methodologies and Applications (64 papers), Product Development and Customization (32 papers) and Technology Assessment and Management (28 papers). Ci̇han H. Dağli collaborates with scholars based in United States, China and Australia. Ci̇han H. Dağli's co-authors include Lirim Ashiku, Ahmad Alzahrani, Mehdi Ferdowsi, Pourya Shamsi, Madhav Moganti, Fikret Erçal, Renzhong Wang, David Enke, Zeyi Sun and Dinçer Konur and has published in prestigious journals such as Applied Energy, European Journal of Operational Research and Journal of Hydrology.

In The Last Decade

Ci̇han H. Dağli

235 papers receiving 2.7k citations

Hit Papers

Network Intrusion Detection System using Deep Learning 2021 2026 2022 2024 2021 50 100 150
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Network Intrusion Detection System using Deep Learning
    2021 173 citations Lirim Ashiku, Ci̇han H. Dağli Procedia Computer Science profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Ci̇han H. Dağli United States 27 788 769 697 515 473 264 3.0k
Christiaan J. J. Paredis United States 32 440 0.6× 789 1.0× 1.1k 1.5× 209 0.4× 501 1.1× 171 3.3k
Myong K. Jeong United States 30 801 1.0× 339 0.4× 780 1.1× 287 0.6× 174 0.4× 133 3.3k
Runwei Cheng Japan 18 1.2k 1.6× 2.7k 3.5× 1.0k 1.4× 568 1.1× 657 1.4× 31 6.1k
Michael O. Ball United States 40 464 0.6× 1.5k 1.9× 473 0.7× 503 1.0× 521 1.1× 139 5.5k
Achille Messac United States 39 701 0.9× 636 0.8× 985 1.4× 678 1.3× 900 1.9× 186 5.8k
Pandian Vasant Malaysia 31 636 0.8× 599 0.8× 869 1.2× 1.3k 2.4× 517 1.1× 313 3.9k
Michael Weyrich Germany 28 532 0.7× 1.6k 2.0× 477 0.7× 311 0.6× 119 0.3× 232 3.2k
Kesheng Wang Norway 28 370 0.5× 866 1.1× 806 1.2× 573 1.1× 179 0.4× 70 2.9k
Ardeshir Bahreininejad Iran 23 1.9k 2.4× 359 0.5× 631 0.9× 557 1.1× 436 0.9× 56 4.3k
Beatrice Lazzerini Italy 28 1.4k 1.7× 373 0.5× 320 0.5× 319 0.6× 231 0.5× 183 3.0k

Countries citing papers authored by Ci̇han H. Dağli

Since Specialization
Citations

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

Fields of papers citing papers by Ci̇han H. Dağli

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ci̇han H. Dağli. 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 Ci̇han H. Dağli. The network helps show where Ci̇han H. Dağli may publish in the future.

Co-authorship network of co-authors of Ci̇han H. Dağli

This figure shows the co-authorship network connecting the top 25 collaborators of Ci̇han H. Dağli. A scholar is included among the top collaborators of Ci̇han H. Dağli 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 Ci̇han H. Dağli. Ci̇han H. Dağli 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.
Chugh, Yoginder P., et al.. (2025). Application of natural language processing and machine learning for analyzing mining accident reports and automating the process of root cause analysis. International Journal of Coal Science & Technology. 12(1). 1 indexed citations
2.
3.
Ashiku, Lirim & Ci̇han H. Dağli. (2023). Identify Hard-to-Place Kidneys for Early Engagement in Accelerated Placement With a Deep Learning Optimization Approach. Transplantation Proceedings. 55(1). 38–48. 5 indexed citations
4.
Ashiku, Lirim, Casey Canfield, Daniel B. Shank, et al.. (2021). Reducing Kidney Discard With Artificial Intelligence Decision Support: the Need for a Transdisciplinary Systems Approach. Current Transplantation Reports. 8(4). 263–271. 7 indexed citations
5.
6.
Alzahrani, Ahmad, Pourya Shamsi, Ci̇han H. Dağli, & Mehdi Ferdowsi. (2017). Solar Irradiance Forecasting Using Deep Neural Networks. Procedia Computer Science. 114. 304–313. 207 indexed citations
7.
Dağli, Ci̇han H.. (2016). Engineering Cyber Physical Systems: Applying Theory to Practice Preface. Procedia Computer Science. 95. 7–8. 3 indexed citations
8.
Dağli, Ci̇han H., et al.. (2013). Augmented Cognition in Human–System Interaction through Coupled Action of Body Sensor Network and Agent Based Modeling. Procedia Computer Science. 16. 20–28. 8 indexed citations
9.
Enke, David, et al.. (2007). A hybrid option pricing model using a neural network for estimating volatility. International Journal of General Systems. 36(5). 558–573. 19 indexed citations
10.
Grasman, Scott E., et al.. (2007). An Object-based Evolutionary Algorithm for Nesting Problems. International Journal of Production Research.
11.
Dağli, Ci̇han H., Anna L. Buczak, David Enke, Mark J. Embrechts, & Okan K. Ersoy. (2007). Intelligent Engineering Systems Through Artificial Neural Networks: Smart Systems Engineering Computational Intelligence in Architecting Complex Engineering. American Society of Mechanical Engineers eBooks. 655–655. 1 indexed citations
12.
13.
Lee, Hsi-Chieh & Ci̇han H. Dağli. (2001). Engineering Smart Data Mining Systems for Internet Aided Design and Manufacturing. 1 indexed citations
14.
Dağli, Ci̇han H.. (2000). Smart engineering system design: neural networks, fuzzy logic, evolutionary programming, data mining, and complex systems : proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE2000), November 5-8, 2000, St. Louis, Missouri, U.S.A..
15.
Dağli, Ci̇han H.. (1999). Smart engineering systems design, neural networks, fuzzy logic , evolutionary programming, data mining, and complex systems : proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE '99) held November 7-10, 1999, in St. Louis, Missouri, U.S.A.. 2 indexed citations
16.
Dağli, Ci̇han H. & Andrew Kusiak. (1994). Intelligent Systems in Design and Manufacturing. 27 indexed citations
17.
Thammano, Arit & Ci̇han H. Dağli. (1994). A comparison of FAM and CMAC for nonlinear control. 1549–1553 vol.3. 4 indexed citations
18.
Smith, Alice E. & Ci̇han H. Dağli. (1992). Analysis of worth. IGI Global eBooks. 60–83. 3 indexed citations
19.
Dağli, Ci̇han H., et al.. (1991). Proceedings of intelligent engineering systems through artificial neural networks. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 131(8). 1757–65. 12 indexed citations
20.
Dağli, Ci̇han H., et al.. (1991). Intelligent engineering systems through artificial neural networks : proceedings of the Artificial Neural Networks in Engineering (ANNIE '91) conference, held November 10-13, 1991, in St. Louis, Missouri, U.S.A.. Medical Entomology and Zoology. 1 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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