Evolving Systems

3.2(top 10%)

impact factor

435(top 50%)

papers

5.9K(top 20%)

citations

36(top 20%)

h-index

3.3(top 10%)

impact factor

575

all documents

6.4K

doc citations

57(top 20%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Automatic tuning of hyperparameters using Bayesian optimization	Evolving Systems	2021	176
2	Application of hybrid forecast engine based intelligent algorithm and feature selection for wind signal prediction	Evolving Systems	2020	154
3	Discussion and review on evolving data streams and concept drift adapting	Evolving Systems	2018	149
4	Generalized smart evolving fuzzy systems	Evolving Systems	2015	135
5	Evolving spiking neural network—a survey	Evolving Systems	2013	126
6	Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach	Evolving Systems	2011	112
7	Evolving fuzzy granular modeling from nonstationary fuzzy data streams	Evolving Systems	2012	110
8	Survey of deep learning in breast cancer image analysis	Evolving Systems	2020	106
9	Recursive clustering based on a Gustafson–Kessel algorithm	Evolving Systems	2011	103
10	Single-pass active learning with conflict and ignorance	Evolving Systems	2012	100
11	On-line elimination of local redundancies in evolving fuzzy systems	Evolving Systems	2011	95
12	Extended sequential adaptive fuzzy inference system for classification problems	Evolving Systems	2011	77
13	A dynamic split-and-merge approach for evolving cluster models	Evolving Systems	2012	69
14	Recursive Gath–Geva clustering as a basis for evolving neuro-fuzzy modeling	Evolving Systems	2010	63
15	IBLStreams: a system for instance-based classification and regression on data streams	Evolving Systems	2012	62
16	Self-adaptive and local strategies for a smooth treatment of drifts in data streams	Evolving Systems	2014	62
17	A meta-cognitive interval type-2 fuzzy inference system and its projection based learning algorithm	Evolving Systems	2014	61
18	Online feature extraction based on accelerated kernel principal component analysis for data stream	Evolving Systems	2016	61
19	A robust fuzzy adaptive law for evolving control systems	Evolving Systems	2014	57
20	Evolving classification of agents’ behaviors: a general approach	Evolving Systems	2010	56
21	Adaptive confidence learning for the personalization of pain intensity estimation systems	Evolving Systems	2017	56
22	A graph neural network method for distributed anomaly detection in IoT	Evolving Systems	2021	53
23	A player unknown's battlegrounds ranking based optimization technique for power system optimization problem	Evolving Systems	2023	49
24	Evolving fuzzy optimally pruned extreme learning machine for regression problems	Evolving Systems	2010	47
25	Evolving fuzzy systems for pricing fixed income options	Evolving Systems	2012	46
26	Environmental economic dispatch using improved artificial bee colony algorithm	Evolving Systems	2017	44
27	ACFLN: artificial chemical functional link network for prediction of stock market index	Evolving Systems	2019	44
28	Fuzzy evolving linear regression trees	Evolving Systems	2011	43
29	Neutrality in evolutionary algorithms… What do we know?	Evolving Systems	2011	42
30	AnyNovel: detection of novel concepts in evolving data streams	Evolving Systems	2016	42
31	Real-time vessel behavior prediction	Evolving Systems	2016	42
32	From product recommendation to cyber-attack prediction: generating attack graphs and predicting future attacks	Evolving Systems	2020	42
33	Enhanced evolving participatory learning fuzzy modeling: an application for asset returns volatility forecasting	Evolving Systems	2014	41
34	Vessel traffic flow analysis and prediction by an improved PSO-BP mechanism based on AIS data	Evolving Systems	2019	41
35	Artificial bee colony optimization (ABC) for grape leaves disease detection	Evolving Systems	2020	40
36	Research on intelligent collision avoidance decision-making of unmanned ship in unknown environments	Evolving Systems	2019	39
37	An overview on evolving systems and learning from stream data	Evolving Systems	2020	39
38	A novel improved arithmetic optimization algorithm for optimal design of PID controlled and Bode’s ideal transfer function based automobile cruise control system	Evolving Systems	2022	38
39	Recursive least square perceptron model for non-stationary and imbalanced data stream classification	Evolving Systems	2013	37
40	A comparative analysis of heterogeneity in road accident data using data mining techniques	Evolving Systems	2017	37
41	Information dynamics based self-adaptive reservoir for delay temporal memory tasks	Evolving Systems	2013	36
42	FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	Evolving Systems	2022	36
43	A C4.5 algorithm for english emotional classification	Evolving Systems	2019	34
44	A hybridization of grey wolf optimizer and differential evolution for solving nonlinear systems	Evolving Systems	2020	33
45	A new framework for grayscale ear images recognition using generative adversarial networks under unconstrained conditions	Evolving Systems	2021	33
46	An online predictor model as adaptive habitually linear and transiently nonlinear model	Evolving Systems	2010	31
47	Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks	Evolving Systems	2016	31
48	Neutrosophic soft set decision making for stock trending analysis	Evolving Systems	2019	31
49	A semi-supervised dynamic version of Fuzzy K-Nearest Neighbours to monitor evolving systems	Evolving Systems	2010	30
50	Evolvable fuzzy systems: some insights and challenges	Evolving Systems	2010	30

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