International Journal of Approximate Reasoning

3.6(top 10%)

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2.6K(top 10%)

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73.6K(top 5%)

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116(top 5%)

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3.8(top 10%)

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3.3K

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77.7K

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181(top 5%)

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Top Articles

#	Title	Journal	Year	Citations
1	Hesitant fuzzy information aggregation in decision making	International Journal of Approximate Reasoning	2011	1,331
2	Semantic hashing	International Journal of Approximate Reasoning	2009	898
3	Multicriteria analysis with fuzzy pairwise comparison	International Journal of Approximate Reasoning	1999	623
4	Dynamic intuitionistic fuzzy multi-attribute decision making	International Journal of Approximate Reasoning	2008	526
5	Two views of the theory of rough sets in finite universes	International Journal of Approximate Reasoning	1996	523
6	Probabilistic rough set approximations	International Journal of Approximate Reasoning	2008	522
7	NN-driven fuzzy reasoning	International Journal of Approximate Reasoning	1991	511
8	Belief functions: The disjunctive rule of combination and the generalized Bayesian theorem	International Journal of Approximate Reasoning	1993	497
9	Decision making in the TBM: the necessity of the pignistic transformation	International Journal of Approximate Reasoning	2005	475
10	Measures of similarity among fuzzy concepts: A comparative analysis	International Journal of Approximate Reasoning	1987	448
11	Three-way decision and granular computing	International Journal of Approximate Reasoning	2018	403
12	Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application	International Journal of Approximate Reasoning	2004	378
13	Approximate reasoning by linear rule interpolation and general approximation	International Journal of Approximate Reasoning	1993	372
14	Development and evaluation of five fuzzy multiattribute decision-making methods	International Journal of Approximate Reasoning	1996	368
15	Rough mereology: A new paradigm for approximate reasoning	International Journal of Approximate Reasoning	1996	362
16	The investigation of the Bayesian rough set model	International Journal of Approximate Reasoning	2005	352
17	A proposal on reasoning methods in fuzzy rule-based classification systems	International Journal of Approximate Reasoning	1999	336
18	Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning	International Journal of Approximate Reasoning	2007	334
19	Prioritized aggregation operators	International Journal of Approximate Reasoning	2008	328
20	Multigranulation decision-theoretic rough sets	International Journal of Approximate Reasoning	2014	320
21	Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds	International Journal of Approximate Reasoning	1990	314
22	Perspectives on the theory and practice of belief functions	International Journal of Approximate Reasoning	1990	309
23	The theory of interval-probability as a unifying concept for uncertainty	International Journal of Approximate Reasoning	2000	301
24	Tuning fuzzy logic controllers by genetic algorithms	International Journal of Approximate Reasoning	1995	299
25	On generalized Bonferroni mean operators for multi-criteria aggregation	International Journal of Approximate Reasoning	2009	298
26	Inference in belief networks: A procedural guide	International Journal of Approximate Reasoning	1996	285
27	A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems	International Journal of Approximate Reasoning	2011	285
28	An approach to ordinal decision making	International Journal of Approximate Reasoning	1995	281
29	Active Hebbian learning algorithm to train fuzzy cognitive maps	International Journal of Approximate Reasoning	2004	276
30	The problem of linguistic approximation in clinical decision making	International Journal of Approximate Reasoning	1988	275
31	An overview of membership function generation techniques for pattern recognition	International Journal of Approximate Reasoning	1998	273
32	Towards a unified theory of imprecise probability	International Journal of Approximate Reasoning	2000	272
33	Global discretization of continuous attributes as preprocessing for machine learning	International Journal of Approximate Reasoning	1996	263
34	The Dempster–Shafer calculus for statisticians	International Journal of Approximate Reasoning	2008	244
35	Fuzzy ontology representation using OWL 2	International Journal of Approximate Reasoning	2011	241
36	Learning Bayesian network parameters from small data sets: application of Noisy-OR gates	International Journal of Approximate Reasoning	2001	236
37	Fuzzy analytic hierarchy process: A logarithmic fuzzy preference programming methodology	International Journal of Approximate Reasoning	2011	235
38	Incomplete decision contexts: Approximate concept construction, rule acquisition and knowledge reduction	International Journal of Approximate Reasoning	2013	233
39	Decision theory in expert systems and artificial intelligence	International Journal of Approximate Reasoning	1988	232
40	Hidden patterns in combined and adaptive knowledge networks	International Journal of Approximate Reasoning	1988	230
41	Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets	International Journal of Approximate Reasoning	2000	229
42	Three-way granular computing, rough sets, and formal concept analysis	International Journal of Approximate Reasoning	2020	229
43	Goal programming models for obtaining the priority vector of incomplete fuzzy preference relation	International Journal of Approximate Reasoning	2004	227
44	Introduction to fuzzy arithmetic: Theory and applications	International Journal of Approximate Reasoning	1987	223
45	Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks	International Journal of Approximate Reasoning	2010	216
46	On the semantics of fuzzy logic	International Journal of Approximate Reasoning	1991	214
47	Decision making under uncertainty using imprecise probabilities	International Journal of Approximate Reasoning	2007	214
48	Probabilistic approach to rough sets	International Journal of Approximate Reasoning	2008	214
49	Generalized fuzzy rough approximation operators based on fuzzy coverings	International Journal of Approximate Reasoning	2008	212
50	Distances in evidence theory: Comprehensive survey and generalizations	International Journal of Approximate Reasoning	2012	206

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