Soft Computing

3.9(top 10%)

impact factor

7.7K(top 2%)

papers

126.1K(top 5%)

citations

112(top 5%)

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4.1(top 10%)

impact factor

9.7K

all documents

136.2K

doc citations

177(top 5%)

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Top Articles

#	Title	Journal	Year	Citations
1	Particle swarm optimization algorithm: an overview	Soft Computing	2018	1,235
2	KEEL: a software tool to assess evolutionary algorithms for data mining problems	Soft Computing	2009	1,165
3	A comprehensive survey of fitness approximation in evolutionary computation	Soft Computing	2005	1,039
4	Butterfly optimization algorithm: a novel approach for global optimization	Soft Computing	2019	985
5	A Fuzzy Adaptive Differential Evolution Algorithm	Soft Computing	2005	648
6	Optimizing connection weights in neural networks using the whale optimization algorithm	Soft Computing	2018	564
7	A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability	Soft Computing	2009	563
8	Soft sets combined with fuzzy sets and rough sets: a tentative approach	Soft Computing	2010	528
9	Deep packet: a novel approach for encrypted traffic classification using deep learning	Soft Computing	2020	476
10	A model of granular data: a design problem with the Tchebyschev FCM	Soft Computing	2005	449
11	Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems	Soft Computing	1998	420
12	Artificial immune systems as a novel soft computing paradigm	Soft Computing	2003	391
13	A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm	Soft Computing	2019	350
14	A novel collaborative optimization algorithm in solving complex optimization problems	Soft Computing	2017	343
15	DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization	Soft Computing	2010	327
16	The uses of fuzzy logic in autonomous robot navigation	Soft Computing	1997	295
17	Numerical solutions of fuzzy differential equations using reproducing kernel Hilbert space method	Soft Computing	2016	292
18	Exploring dynamic self-adaptive populations in differential evolution	Soft Computing	2006	288
19	Evaluation of machine learning classifiers for mobile malware detection	Soft Computing	2016	284
20	Multi-objective self-adaptive differential evolution with elitist archive and crowding entropy-based diversity measure	Soft Computing	2010	279
21	Analyzing consensus approaches in fuzzy group decision making: advantages and drawbacks	Soft Computing	2010	278
22	A self-adaptive artificial bee colony algorithm based on global best for global optimization	Soft Computing	2018	274
23	Application of reproducing kernel algorithm for solving second-order, two-point fuzzy boundary value problems	Soft Computing	2017	263
24	Feature selection for high-dimensional classification using a competitive swarm optimizer	Soft Computing	2018	257
25	Red deer algorithm (RDA): a new nature-inspired meta-heuristic	Soft Computing	2020	253
26	An improved ant colony algorithm for robot path planning	Soft Computing	2017	251
27	A novel spherical fuzzy analytic hierarchy process and its renewable energy application	Soft Computing	2020	249
28	Basic Fuzzy Logic is the logic of continuous t-norms and their residua	Soft Computing	2000	245
29	An algorithmic description of XCS	Soft Computing	2002	245
30	Optimization in dynamic environments: a survey on problems, methods and measures	Soft Computing	2011	241
31	Uncertain random variables: a mixture of uncertainty and randomness	Soft Computing	2013	238
32	Experimental study on population-based incremental learning algorithms for dynamic optimization problems	Soft Computing	2005	233
33	Hybridizing harmony search algorithm with cuckoo search for global numerical optimization	Soft Computing	2016	217
34	IoT transaction processing through cooperative concurrency control on fog–cloud computing environment	Soft Computing	2020	203
35	An advanced study on the similarity measures of intuitionistic fuzzy sets based on the set pair analysis theory and their application in decision making	Soft Computing	2018	197
36	Soft computing: the convergence of emerging reasoning technologies	Soft Computing	1997	195
37	An efficient hybrid multilayer perceptron neural network with grasshopper optimization	Soft Computing	2019	195
38	An improved differential evolution algorithm and its application in optimization problem	Soft Computing	2021	193
39	Explicit solutions of fractional differential equations with uncertainty	Soft Computing	2012	191
40	Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station	Soft Computing	2020	191
41	Adaptive computational chemotaxis based on field in bacterial foraging optimization	Soft Computing	2014	190
42	Chaotic cuckoo search	Soft Computing	2016	190
43	SVM or deep learning? A comparative study on remote sensing image classification	Soft Computing	2017	190
44	A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms	Soft Computing	2019	186
45	Multilayer Feedforward Neural Network Based on Multi-valued Neurons (MLMVN) and a Backpropagation Learning Algorithm	Soft Computing	2007	181
46	Enhanced opposition-based differential evolution for solving high-dimensional continuous optimization problems	Soft Computing	2011	180
47	Residual operators of uninorms	Soft Computing	1999	176
48	Performance comparison of self-adaptive and adaptive differential evolution algorithms	Soft Computing	2007	176
49	Biogeography-based learning particle swarm optimization	Soft Computing	2017	175
50	Centered OWA Operators	Soft Computing	2007	170

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