Most cited papers in Fuzzy Logic and Control Systems

Fuzzy Logic and Control Systems

What are the most cited papers in Fuzzy Logic and Control Systems?

The most cited paper in Fuzzy Logic and Control Systems is "Advances in neural information processing systems 7" (Krzysztof J. Cios, Mark E. Shields, 1997), with 22,314 citations. Next come "Fuzzy identification of systems and its applications to modeling and control" (19,579) and "ANFIS: adaptive-network-based fuzzy inference system" (16,328).

Published TypeAccessCitations

Showing 50 of 100 papers. Every paper with more than 949 citations is listed.

Most cited papers, sortable by citations and release date
#	Paper
1	Advances in neural information processing systems 7 Krzysztof J. Cios, Mark E. Shields · Neurocomputing	Sep 1997	22,314
2	Fuzzy identification of systems and its applications to modeling and control Tomohiro Takagi, Michio Sugeno · IEEE Transactions on Systems Man and Cybernetics	1985	19,579
3	ANFIS: adaptive-network-based fuzzy inference system Jyh‐Shing Roger Jang · IEEE Transactions on Systems Man and Cybernetics	1993	16,328
4	Approximation by superpositions of a sigmoidal function George V. Cybenko · Mathematics of Control Signals and Systems Open access	Dec 1989	14,001
5	Least Squares Support Vector Machine Classifiers Johan A. K. Suykens, Joos P. L. Vandewalle · Neural Processing Letters Open access	Jun 1999	9,454
6	Outline of a New Approach to the Analysis of Complex Systems and Decision Processes Lotfi A. Zadeh · IEEE Transactions on Systems Man and Cybernetics	1973	8,752
7	An introduction to computing with neural nets Richard P. Lippmann · IEEE ASSP Magazine	1987	7,859
8	Fuzzy logic in control systems: fuzzy logic controller. I C.C. Lee · IEEE Transactions on Systems Man and Cybernetics	1990	5,627
9	Artificial neural networks: a tutorial Abhishek Jain, Jianchang Mao, Khalid Mohiuddin · Computer	Mar 1996	4,984
10	Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence Jyh‐Shing Roger Jang, Chuen–Tsai Sun · Cumulative Index of Computer Aided Architectural Design	1996	4,632
11	Universal Approximation Using Radial-Basis-Function Networks Jihun Park, Irwin W. Sandberg · Neural Computation	Jun 1991	4,142
12	Application of fuzzy algorithms for control of simple dynamic plant Ebrahim H. Mamdani · Proceedings of the Institution of Electrical Engineers	1974	4,053
13	Artificial neural networks: fundamentals, computing, design, and application Imad A. Basheer, Maha N. Hajmeer · Journal of Microbiological Methods	Dec 2000	3,256
14	Fuzzy logic = computing with words Lotfi A. Zadeh · IEEE Transactions on Fuzzy Systems	May 1996	3,246
15	Floating search methods in feature selection Pavel Pudil, Jana Novovičová, Josef Kittler · Pattern Recognition Letters	Nov 1994	3,129
16	The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions Sepp Hochreiter · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems	Apr 1998	2,990
17	Generating fuzzy rules by learning from examples L.-X. Wang, Jerry M. Mendel · IEEE Transactions on Systems Man and Cybernetics	1992	2,907
18	Fuzzy basis functions, universal approximation, and orthogonal least-squares learning L.-X. Wang, Jerry M. Mendel · IEEE Transactions on Neural Networks	1992	2,802
19	Structure identification of fuzzy model Michio Sugeno, Geon Kang · Fuzzy Sets and Systems	Oct 1988	2,722
20	A fuzzy K-nearest neighbor algorithm James M. Keller, Michael Gray, James A. Givens · IEEE Transactions on Systems Man and Cybernetics	Jul 1985	2,685
21	Using mutual information for selecting features in supervised neural net learning Roberto Battiti · IEEE Transactions on Neural Networks	Jul 1994	2,637
22	Type-2 fuzzy sets made simple Jerry M. Mendel, Robert John · IEEE Transactions on Fuzzy Systems	Apr 2002	2,612
23	Probability measures of Fuzzy events Lotfi A. Zadeh · Journal of Mathematical Analysis and Applications Open access	Aug 1968	2,565
24	An approach to fuzzy control of nonlinear systems: stability and design issues Hua O. Wang, Kazuo A. TANAKA, Mike Griffin · IEEE Transactions on Fuzzy Systems	1996	2,549
25	L-fuzzy sets Joseph A. Goguen · Journal of Mathematical Analysis and Applications Open access	Apr 1967	2,458
26	Simplified neuron model as a principal component analyzer Erkki Oja · Journal of Mathematical Biology	Nov 1982	2,363
27	Hesitant Fuzzy Linguistic Term Sets for Decision Making Rosa M. Rodríguez, Luis M. Martínez, Francisco Herrera · IEEE Transactions on Fuzzy Systems Open access	4 Oct 2011	2,356
28	Neuro-fuzzy modeling and control Jyh‐Shing Roger Jang, Chuen–Tsai Sun · Proceedings of the IEEE	Mar 1995	2,334
29	Integrating classification and association rule mining Bing Liu, Wynne Hsu, Yiming Ma	27 Aug 1998	2,217
30	Stability analysis and design of fuzzy control systems Kazuo A. TANAKA, Michio Sugeno · Fuzzy Sets and Systems	1992	2,213
31	A New Approach to Manipulator Control: The Cerebellar Model Articulation Controller (CMAC) James Sacra Albus · Journal of Dynamic Systems Measurement and Control	Sep 1975	2,172
32	Application of Fuzzy Logic to Approximate Reasoning Using Linguistic Synthesis Mamdani · IEEE Transactions on Computers	Dec 1977	2,144
33	Interval Type-2 Fuzzy Logic Systems Made Simple Jerry M. Mendel, Robert John, Feilong Liu · IEEE Transactions on Fuzzy Systems	Dec 2006	2,118
34	Fuzzy logic systems for engineering: a tutorial Jerry M. Mendel · Proceedings of the IEEE	Mar 1995	2,116
35	Stability analysis and design of fuzzy control systems Valiollah Tahani, Farid Sheikholeslam Conference paper	27 Nov 2002	2,022
36	Interval type-2 fuzzy logic systems: theory and design Qi‐Lian Liang, Jerry M. Mendel · IEEE Transactions on Fuzzy Systems	2000	1,999
37	The self-organizing map Teuvo Kohonen · Neurocomputing	Nov 1998	1,990
38	Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps Gail A. Carpenter, Stephen Grossberg, Natalya Markuzon et al. · IEEE Transactions on Neural Networks	1992	1,985
39	A new model for learning in graph domains Marco Gori, Gabriele Monfardini, Franco Scarselli · Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. Conference paper	5 Jan 2006	1,948
40	Neural networks for control systems—A survey Kate Hunt, Daniel G. Sbarbaro, R. Żbikowski et al. · Automatica	Nov 1992	1,871
41	Expected value of fuzzy variable and fuzzy expected value models Baoding Liu, Yian-Kui Liu · IEEE Transactions on Fuzzy Systems	Aug 2002	1,844
42	Improvements to Platt's SMO Algorithm for SVM Classifier Design S. Sathiya Keerthi, Shirish Shevade, Chiranjib Bhattacharyya et al. · Neural Computation	Mar 2001	1,819
43	Fuzzy logic L. A. Zadeh · Computer	Apr 1988	1,818
44	A Theorem on Boolean Matrices Stephen Warshall · Journal of the ACM	1962	1,698
45	A Survey on Analysis and Design of Model-Based Fuzzy Control Systems Gang Feng · IEEE Transactions on Fuzzy Systems	Oct 2006	1,672
46	Type-2 fuzzy logic systems N.N. Karnik, Jerry M. Mendel, Qi‐Lian Liang · IEEE Transactions on Fuzzy Systems	1999	1,648
47	Distances between intuitionistic fuzzy sets Eulalia J Szmidt, Janusz Kacprzyk · Fuzzy Sets and Systems	Sep 2000	1,634
48	Stable adaptive fuzzy control of nonlinear systems L.-X. Wang · IEEE Transactions on Fuzzy Systems	May 1993	1,619
49	Hesitant fuzzy sets Vicenç Torra · International Journal of Intelligent Systems	2010	1,615
50	A Growing Neural Gas Network Learns Topologies Bernd Fritzke	1994	1,611

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.