Knowledge-Based Systems

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Knowledge-Based Systems is a peer-reviewed academic journal covering computer science, with a particular focus on knowledge-based systems). It was established in 1987 and is published 24 times per year by Elsevier. The editors-in-chief are Hamido Fujita (Iwate Prefectural University) and Jie Lu (University of Technology Sydney). According to the Journal Citation Reports, the journal has a 2018 impact factor of 5.101.[

Author Distribution

Top Authors ( author's name : number of papers / citations )

2014

Mario Graff: 1 / 34

Alicia Morales-Reyes: 1 / 34

Hugo Jair Escalante: 1 / 34

Manuel Montes-Y-GÃ³Mez: 1 / 34

Mauricio A. GarcÃA-LimÃ³N: 1 / 34

Eduardo F. Morales: 1 / 34

JosÃ© MartÃNez-Carranza: 1 / 34

Omar Addam: 1 / 2

2015

Seyedali Mirjalili: 1 / 514

Kumar Ravi: 1 / 472

Vadlamani Ravi: 1 / 472

Hamido Fujita: 2 / 263

K. Vidya Sudarshan: 2 / 227

U. Rajendra Acharya: 2 / 227

Joel E. W. Koh: 1 / 166

Shreya Bhat: 1 / 166

Enrique Herrera-Viedma: 2 / 119

Francisco Herrera: 2 / 118

VerÃ³Nica BolÃ³N-Canedo: 1 / 116

Amparo Alonso-Betanzos: 1 / 116

Noelia SÃ¡Nchez-MaroÃ±O: 1 / 116

Ville Ollikainen: 1 / 104

Bidyut Kr. Patra: 1 / 104

Sukumar Nandi: 1 / 104

Raimo Launonen: 1 / 104

Francisco Chiclana: 1 / 97

Raquel UreÃ±A: 1 / 97

Ram Bilas Pachori: 1 / 92

2016

Seyedali Mirjalili: 1 / 375

Hamido Fujita: 6 / 224

Xibei Yang: 4 / 204

Guoyin Wang: 3 / 176

Francisco Herrera: 2 / 136

Tianrui Li: 4 / 132

Huaxiong Li: 2 / 128

Duoqian Miao: 4 / 127

Enrique Herrera-Viedma: 2 / 126

Antonio Hernando: 1 / 122

Fernando Ortega: 1 / 122

JesÃºS Bobadilla: 1 / 122

Dun Liu: 1 / 117

Changchun Wang: 1 / 117

Decui Liang: 1 / 117

Fan Min: 1 / 116

Heng-Ru Zhang: 1 / 116

Yiyu Yao: 2 / 112

Libo Zhang: 1 / 109

Bing Huang: 1 / 109

Publications

Top Clited

Authors

Affiliations

Browse by Citation

1

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm Cited by 514

Seyedali Mirjalili

(2015)

2

A survey on opinion mining and sentiment analysis: Tasks, approaches and applications Cited by 472

Kumar Ravi,Vadlamani Ravi

(2015)

3

SCA: A Sine Cosine Algorithm for Solving Optimization Problems Cited by 375

Seyedali Mirjalili

(2016)

4

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review Cited by 166

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Shreya Bhat,Joel E. W. Koh

(2015)

5

A non negative matrix factorization for Collaborative Filtering Recommender Systems based on a Bayesian probabilistic model Cited by 122

Antonio Hernando,Jesús Bobadilla,Fernando Ortega

(2016)

6

A novel three-way decision model based on incomplete information system Cited by 117

Dun Liu,Decui Liang,Changchun Wang

(2016)

7

Three-way recommender systems based on random forests Cited by 116

Heng-Ru Zhang,Fan Min

(2016)

8

Recent advances and emerging challenges of feature selection in the context of big data.Cited by 116

Verónica Bolón-Canedo,Noelia Sánchez-Maroño,Amparo Alonso-Betanzos

(2015)

9

Sequential three-way decision and granulation for cost-sensitive face recognition Cited by 109

Huaxiong Li,Libo Zhang,Bing Huang,Xianzhong Zhou

(2016)

10

A new similarity measure using Bhattacharyya coefficient for collaborative filtering in sparse data Cited by 104

Bidyut Kr. Patra,Raimo Launonen,Ville Ollikainen,Sukumar Nandi

(2015)

11

A tree-based incremental overlapping clustering method using the three-way decision theory Cited by 103

Hong Yu,Cong Zhang,Guoyin Wang

(2016)

12

A comparative study of multigranulation rough sets and concept lattices via rule acquisition.Cited by 102

Jinhai Li,Yue Ren,Changlin Mei,Yuhua Qian,Xibei Yang

(2016)

13

Consensus reaching model in the complex and dynamic MAGDM problem.Cited by 101

Yucheng Dong,Hengjie Zhang,Enrique Herrera-Viedma

(2016)

14

Deriving the priority weights from incomplete hesitant fuzzy preference relations in group decision making.Cited by 100

Yejun Xu,Lei Chen,Rosa M. Rodríguez,Francisco Herrera,Huimin Wang

(2016)

15

Confidence-consistency driven group decision making approach with incomplete reciprocal intuitionistic preference relations Cited by 97

Raquel Ureña,Francisco Chiclana,Hamido Fujita,Enrique Herrera-Viedma

(2015)

16

Automated diagnosis of coronary artery disease using tunable-Q wavelet transform applied on heart rate signals Cited by 92

Shivnarayan Patidar,Ram Bilas Pachori,U. Rajendra Acharya

(2015)

17

Study on density peaks clustering based on k-nearest neighbors and principal component analysis.Cited by 92

Mingjing Du,Shifei Ding,Hongjie Jia

(2016)

18

Correlation and instance based feature selection for electricity load forecasting Cited by 89

Irena Koprinska,Mashud Rana,Vassilios G. Agelidis

(2015)

19

Generalized attribute reduct in rough set theory Cited by 88

Xiuyi Jia,Lin Shang,Bing Zhou,Yiyu Yao

(2016)

20

Constructive methods of rough approximation operators and multigranulation rough sets.Cited by 87

Xiaohong Zhang,Duoqian Miao,Caihui Liu,Meilong Le

(2016)

21

A new distance-based total uncertainty measure in the theory of belief functions.Cited by 84

Yi Yang,Deqiang Han

(2016)

22

Tutorial on practical tips of the most influential data preprocessing algorithms in data mining.Cited by 81

Salvador García,Julián Luengo,Francisco Herrera

(2016)

23

Multi-criteria decision-making based on hesitant fuzzy linguistic term sets: An outranking approach Cited by 79

Jing Wang,Jian-qiang Wang,Hong-yu Zhang,Xiao-hong Chen

(2015)

24

Integration of graph clustering with ant colony optimization for feature selection Cited by 78

Parham Moradi,Mehrdad Rostami

(2015)

25

Novel correlation coefficients between hesitant fuzzy sets and their application in decision making Cited by 77

Huchang Liao,Zeshui Xu,Xiao-Jun Zeng

(2015)

26

ROSEFW-RF: The winner algorithm for the ECBDL’14 big data competition: An extremely imbalanced big data bioinformatics problem Cited by 74

Isaac Triguero,Sara del Río,Victoria López,Jaume Bacardit,José Manuel Benítez,Francisco Herrera

(2015)

27

A novel Multiple Objective Symbiotic Organisms Search (MOSOS) for time-cost-labor utilization tradeoff problem.Cited by 72

Duc-Hoc Tran,Min-Yuan Cheng,Doddy Prayogo

(2016)

28

The connections between three-way and classical concept lattices.Cited by 70

Jian-Jun Qi,Ting Qian,Ling Wei

(2016)

29

Simultaneous co-clustering and learning to address the cold start problem in recommender systems Cited by 69

Andre Luiz Vizine Pereira,Eduardo Raul Hruschka

(2015)

30

Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.Cited by 64

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Shu Lih Oh,Muhammad Adam,Joel E. W. Koh,Jen-Hong Tan,Dhanjoo N. Ghista,Roshan Joy Martis,Chua Kuang Chua,Chua Kok Poo,Ru San Tan

(2016)

31

Classifiers consensus system approach for credit scoring.Cited by 63

Maher Ala'raj,Maysam F. Abbod

(2016)

32

Multi-granular unbalanced linguistic distribution assessments with interval symbolic proportions Cited by 62

Yucheng Dong,Yuzhu Wu,Hengjie Zhang,Guiqing Zhang

(2015)

33

An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features Cited by 61

U. Rajendra Acharya,Hamido Fujita,K. Vidya Sudarshan,Vinitha S. Sree,Wei Jie Eugene Lim,Dhanjoo N. Ghista,Ru San Tan

(2015)

34

Multiple criteria decision-making methods with completely unknown weights in hesitant fuzzy linguistic term setting Cited by 60

(2016)

35

Generalized multigranulation double-quantitative decision-theoretic rough set.Cited by 59

Weihua Xu,Yanting Guo

(2016)

36

Detecting the financial statement fraud: The analysis of the differences between data mining techniques and experts’ judgments Cited by 55

Chi-Chen Lin,An-An Chiu,Shaio Yan Huang,David C. Yen

(2015)

37

EK-NNclus: A clustering procedure based on the evidential K-nearest neighbor rule.Cited by 54

Thierry Denoeux,Orakanya Kanjanatarakul,Songsak Sriboonchitta

(2015)

38

An adaptive multi-population artificial bee colony algorithm for dynamic optimisation problems.Cited by 54

Shams K. Nseef,Salwani Abdullah,Ayad Mashaan Turky,Graham Kendall

(2016)

39

A deep learning approach for relationship extraction from interaction context in social manufacturing paradigm.Cited by 52

Jiewu Leng,Pingyu Jiang

(2016)

40

Three-way decision spaces based on partially ordered sets and three-way decisions based on hesitant fuzzy sets Cited by 50

(2016)

41

Automatic signal abnormality detection using time-frequency features and machine learning: A newborn EEG seizure case study.Cited by 50

Boualem Boashash,Samir Ouelha

(2016)

42

A local fuzzy thresholding methodology for multiregion image segmentation Cited by 50

Santiago Aja-Fernández,Ariel Hernán Curiale,Gonzalo Vegas-Sánchez-Ferrero

(2015)

43

The fuzzy ontology reasoner fuzzyDL.Cited by 50

Fernando Bobillo,Umberto Straccia

(2016)

44

Evidential clustering of large dissimilarity data.Cited by 49

Thierry Denoeux,Songsak Sriboonchitta,Orakanya Kanjanatarakul

(2016)

45

ConSent: Context-based sentiment analysis Cited by 49

Gilad Katz,Nir Ofek,Bracha Shapira

(2015)

46

An intuitionistic fuzzy linear programming method for logistics outsourcing provider selection Cited by 49

Shu-Ping Wan,Feng Wang,Li-Lian Lin,Jiu-Ying Dong

(2015)

47

Tensor-based anomaly detection: An interdisciplinary survey.Cited by 49

Hadi Fanaee-T,João Gama

(2016)

48

User profiling approaches for demographic recommender systems.Cited by 48

Mohammad Yahya H. Al-Shamri

(2016)

49

Approximate concept construction with three-way decisions and attribute reduction in incomplete contexts.Cited by 45

Mei-Zheng Li,Guoyin Wang

(2016)

50

Decision-theoretic rough sets under dynamic granulation Cited by 44

Yanli Sang,Jiye Liang,Yuhua Qian

(2016)

51

MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation Cited by 44

Francisco Charte,Antonio J. Rivera,María José del Jesús,Francisco Herrera

(2015)

52

Learning semantic representation with neural networks for community question answering retrieval Cited by 44

Guangyou Zhou,Yin Zhou,Tingting He,Wensheng Wu

(2016)

53

Dynamic optimization of fuzzy cognitive maps for time series forecasting.Cited by 44

Jose L. Salmeron,Wojciech Froelich

(2016)

54

Accelerating wrapper-based feature selection with K-nearest-neighbor Cited by 44

Aiguo Wang,Ning An,Guilin Chen,Lian Li,Gil Alterovitz

(2015)

55

Towards latent context-aware recommendation systems.Cited by 44

Moshe Unger,Ariel Bar,Bracha Shapira,Lior Rokach

(2016)

56

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features.Cited by 43

Qifeng Zhou,Hao Zhou,Tao Li

(2016)

57

Two feature weighting approaches for naive Bayes text classifiers.Cited by 43

Lungan Zhang,Liangxiao Jiang,Chaoqun Li,Ganggang Kong

(2016)

58

Variable precision multigranulation decision-theoretic fuzzy rough sets.Cited by 42

Tao Feng,Ju-Sheng Mi

(2016)

59

Financial time series prediction using a dendritic neuron model.Cited by 41

Tianle Zhou,Shangce Gao,Jiahai Wang,Chaoyi Chu,Yuki Todo,Zheng Tang

(2016)

60

Proximal three-way decisions: Theory and applications in social networks Cited by 41

James F. Peters,Sheela Ramanna

(2016)

61

A survey of trust management systems for online social communities - Trust modeling, trust inference and attacks.Cited by 41

Yefeng Ruan,Arjan Durresi

(2016)

62

Supporting healthcare management decisions via robust clustering of event logs Cited by 40

Pavlos Delias,Michael Doumpos,Evangelos Grigoroudis,Panagiotis Manolitzas,Nikolaos F. Matsatsinis

(2015)

63

Exploiting matrix factorization to asymmetric user similarities in recommendation systems Cited by 40

Parivash Pirasteh,Dosam Hwang,Jason J. Jung

(2015)

64

Hierarchical cluster ensemble model based on knowledge granulation Cited by 40

Jie Hu,Tianrui Li,Hongjun Wang,Hamido Fujita

(2016)

65

Matrix approach to decision-theoretic rough sets for evolving data.Cited by 40

Chuan Luo,Tianrui Li,Zhang Yi 0001,Hamido Fujita

(2016)

66

Fuzzy probabilistic rough sets and their corresponding three-way decisions Cited by 40

Xue Rong Zhao,Bao Qing Hu

(2016)

67

A dynamical consensus method based on exit-delegation mechanism for large group emergency decision making.Cited by 40

Xuan-hua Xu,Xiang-yu Zhong,Xiao-hong Chen,Yan-ju Zhou

(2015)

68

A fuzzy multigranulation decision-theoretic approach to multi-source fuzzy information systems Cited by 40

Guoping Lin,Jiye Liang,Yuhua Qian,Jinjin Li

(2016)

69

Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.Cited by 39

Liyong Zhang,Wei Lu,Xiaodong Liu,Witold Pedrycz,Chongquan Zhong

(2016)

70

Fuzzy image segmentation based upon hierarchical clustering Cited by 38

Daniel Gómez,Javier Yáñez,Carely Guada,J. Tinguaro Rodríguez,Javier Montero,Edwin de Jesus Zarrazola

(2015)

71

An interval type-2 fuzzy extension of the TOPSIS method using alpha cuts Cited by 38

Ludmila Dymova,Pavel V. Sevastjanov,Anna Tikhonenko

(2015)

72

A conflict-eliminating approach for emergency group decision of unconventional incidents Cited by 38

Yejun Xu,Wancheng Zhang,Huimin Wang

(2015)

73

Multi-label learning with label-specific feature reduction.Cited by 38

Suping Xu,Xibei Yang,Hualong Yu,Dong-Jun Yu,Jingyu Yang,Eric C. C. Tsang

(2016)

74

The attribute reductions of three-way concept lattices.Cited by 37

Ruisi Ren,Ling Wei

(2016)

75

Decision-theoretic rough set: A multicost strategy Cited by 37

Huili Dou,Xibei Yang,Xiaoning Song,Hualong Yu,Wei-Zhi Wu,Jingyu Yang

(2016)

76

A weight-incorporated similarity-based clustering ensemble method based on swarm intelligence.Cited by 36

Qi Kang,ShiYao Liu,MengChu Zhou,Sisi Li

(2016)

77

Overlapping community detection based on node location analysis.Cited by 36

Zhi-Xiao Wang,Zechao Li,Xiao-fang Ding,Jinhui Tang

(2016)

78

Mathematical programming methods for consistency and consensus in group decision making with intuitionistic fuzzy preference relations.Cited by 36

Gai-li Xu,Shu-Ping Wan,Feng Wang,Jiu-Ying Dong,Yi-feng Zeng

(2016)

79

Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data.Cited by 36

Zhongliang Zhang,Bartosz Krawczyk,Salvador García,Alejandro Rosales-Pérez,Francisco Herrera

(2016)

80

Fast multi-class recognition of piecewise regular objects based on sequential three-way decisions and granular computing Cited by 36

A. V. Savchenko

(2016)

81

Three-way decisions based software defect prediction Cited by 35

Weiwei Li,Zhiqiu Huang,Qing Li

(2016)

82

PPTD: Preserving personalized privacy in trajectory data publishing by sensitive attribute generalization and trajectory local suppression Cited by 34

Elahe Ghasemi Komishani,Mahdi Abadi,Fatemeh Deldar

(2016)

83

Enhancing collaborative recommendation performance by combining user preference and trust-distrust propagation in social networks.Cited by 34

Wei-Po Lee,Chuan-Yuan Ma

(2016)

84

A non-parameter outlier detection algorithm based on Natural Neighbor Cited by 34

Jinlong Huang,Qingsheng Zhu,Lijun Yang,Ji Feng

(2016)

85

Term-Weighting Learning via Genetic Programming for Text Classification.Cited by 34

Hugo Jair Escalante,Mauricio A. García-Limón,Alicia Morales-Reyes,Mario Graff,Manuel Montes-y-Gómez,Eduardo F. Morales,José Martínez-Carranza

(2014)

86

A new measure of consensus with reciprocal preference relations: The correlation consensus degree.Cited by 34

Teresa González-Arteaga,Rocío de Andrés Calle,Francisco Chiclana

(2016)

87

SWIMS: Semi-supervised subjective feature weighting and intelligent model selection for sentiment analysis.Cited by 34

Farhan Hassan Khan,Usman Qamar,Saba Bashir

(2016)

88

Exploring the uniform effect of FCM clustering: A data distribution perspective Cited by 32

Kaile Zhou,Shanlin Yang

(2016)

89

MEdit4CEP: A model-driven solution for real-time decision making in SOA 2.0 Cited by 32

Juan Boubeta-Puig,Guadalupe Ortiz,Inmaculada Medina-Bulo

(2015)

90

Classification of microarray using MapReduce based proximal support vector machine classifier Cited by 32

Mukesh Kumar,Santanu Kumar Rath

(2015)

91

Discriminative predicate path mining for fact checking in knowledge graphs.Cited by 32

Baoxu Shi,Tim Weninger

(2016)

92

How friends affect user behaviors? An exploration of social relation analysis for recommendation Cited by 32

Ting Yuan,Jian Cheng,Xi Zhang,Qingshan Liu,Hanqing Lu

(2015)

93

Collaborative Topic Regression with social trust ensemble for recommendation in social media systems.Cited by 32

Hao Wu,Kun Yue,Yijian Pei,Bo Li,Yiji Zhao,Fan Dong

(2016)

94

An uncertainty-based approach: Frequent itemset mining from uncertain data with different item importance Cited by 31

Gangin Lee,Unil Yun,Heungmo Ryang

(2015)

95

Combination of unreliable evidence sources in intuitionistic fuzzy MCDM framework.Cited by 31

Xiaodan Wang,Jingwei Zhu,Yafei Song,Lei Lei

(2016)

96

Improving short text classification by learning vector representations of both words and hidden topics.Cited by 31

Heng Zhang,Guoqiang Zhong

(2016)

97

An improved artificial bee colony and its application.Cited by 30

Yujiao Shi,Chi-Man Pun,Haidong Hu,Hao Gao

(2016)

98

A maximum margin and minimum volume hyper-spheres machine with pinball loss for imbalanced data classification.Cited by 30

Yitian Xu,Zhiji Yang,Yuqun Zhang,Xianli Pan,Laisheng Wang

(2016)

99

Discrete particle swarm optimization approach for cost sensitive attribute reduction.Cited by 29

Jianhua Dai,Huifeng Han,Qinghua Hu,Maofu Liu

(2016)

100

Prediction of missing links based on community relevance and ruler inference.Cited by 28

Jingyi Ding,Licheng Jiao,Jianshe Wu,Fang Liu

(2016)