Citation Impact
Citing Papers
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review
2022 Standout
A Survey on Intrusion Detection Systems and Classification Techniques
2016
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future
2014 Standout
Concept learning via granular computing: A cognitive viewpoint
2014 Standout
A review on automated sorting of source-separated municipal solid waste for recycling
2016 Standout
Trends in extreme learning machines: A review
2014 Standout
An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications
2017
A review on genetic algorithm: past, present, and future
2020 Standout
A comparison of two types of rough sets induced by coverings
2008
Granular Computing: Perspectives and Challenges
2013 Standout
Information Granularity in Fuzzy Binary GrC Model
2010
Big Data technologies: A survey
2017 Standout
Generalized fuzzy rough approximation operators based on fuzzy coverings
2008
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines
2019 Standout
Reverse logistics strategies for end‐of‐life products
2008
Neighborhood operators for covering-based rough sets
2015
Smart manufacturing: Characteristics, technologies and enabling factors
2017 Standout
Pessimistic rough set based decisions: A multigranulation fusion strategy
2014
On Three Types of Covering-Based Rough Sets
2007
MoleculeNet: a benchmark for molecular machine learning
2017 Standout
Dimensionality reduction based on rough set theory: A review
2008
A feature selection technique based on rough set and improvised PSO algorithm (PSORS-FS) for permission based detection of Android malwares
2018
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Enhancing the Failure Mode and Effect Analysis methodology with fuzzy inference techniques
2010
A fast approach to attribute reduction in incomplete decision systems with tolerance relation-based rough sets
2009
Implementation of Neural Networks in Predicting the Understanding Level of Students Subject
2016 Standout
Multi-view subspace clustering with intactness-aware similarity
2018
On the usefulness of one-class classifier ensembles for decomposition of multi-class problems
2015
On multi-granulation covering rough sets
2014
Chimp optimization algorithm
2020 Standout
Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment
2017 Standout
RTS game strategy evaluation using extreme learning machine
2012
K-nearest neighbor based structural twin support vector machine
2015
A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks
2017 Standout
Quarter-Sphere Support Vector Machine for Fraud Detection in Mobile Telecommunication Networks
2015
Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation
2007
Multisensor data fusion: A review of the state-of-the-art
2011
NMGRS: Neighborhood-based multigranulation rough sets
2012
Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data
2016
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling
2008
A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning
2015
Application of decision-making techniques in supplier selection: A systematic review of literature
2012
Rough extreme learning machine: A new classification method based on uncertainty measure
2018
Relationship among basic concepts in covering-based rough sets
2009
An Adaptive-PSO-Based Self-Organizing RBF Neural Network
2016
Large-Scale Multi-View Subspace Clustering in Linear Time
2020 Standout
A novel approach to fuzzy rough sets based on a fuzzy covering☆
2006
The generic genetic algorithm incorporates with rough set theory – An application of the web services composition
2008
Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets
2013
Matrix-based dynamic updating rough fuzzy approximations for data mining
2016
Covering based rough set approximations
2012
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
The fourth type of covering-based rough sets
2012
A comprehensive search for expert classification methods in disease diagnosis and prediction
2018
Rank Entropy-Based Decision Trees for Monotonic Classification
2011
Multi knowledge based rough approximations and applications
2011
Fuzzifying Gini Index based decision trees
2008
Induction of multiple fuzzy decision trees based on rough set technique
2008
A survey on ensemble learning
2019 Standout
A fuzzy covering-based rough set model and its generalization over fuzzy lattice
2016
Computational Intelligence Based QoS-Aware Web Service Composition: A Systematic Literature Review
2015 Standout
Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines
2009
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Approaches to knowledge reduction of covering decision systems based on information theory
2009
Two types of coverings based multigranulation rough fuzzy sets and applications to decision making
2018 Standout
Why buy organic rice? genetic algorithm‐based fuzzy association mining rules for means‐end chain data
2015
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Improving Risk Evaluation in FMEA With Cloud Model and Hierarchical TOPSIS Method
2018 Standout
Learning from imbalanced data: open challenges and future directions
2016 Standout
Covering-based multi-granulation fuzzy rough sets
2015
Wind Energy literature survey no. 16
2010
Covering rough sets based on neighborhoods: An approach without using neighborhoods
2010
A complete fuzzy decision tree technique
2003
Fuzzy rough set over multi-universes and its application in decision making
2016
Relationship between generalized rough sets based on binary relation and covering
2008
Hybrid expert systems: A survey of current approaches and applications
2011
Soft sets and soft groups
2007 Standout
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection
2013 Standout
MULTIPLE CRITERIA DECISION MAKING (MCDM) METHODS IN ECONOMICS: AN OVERVIEW / DAUGIATIKSLIAI SPRENDIMŲ PRIĖMIMO METODAI EKONOMIKOJE: APŽVALGA
2011 Standout
Machine Learning Methods for Property Prediction in Chemoinformatics:Quo Vadis?
2012
Optimization methods applied to renewable and sustainable energy: A review
2011 Standout
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
2010
An effective parallel approach for genetic-fuzzy data mining
2013
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
Decision trees: a recent overview
2011 Standout
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning
2016 Standout
Real-Time Detection of False Data Injection Attacks in Smart Grid: A Deep Learning-Based Intelligent Mechanism
2017 Standout
Novel models of grey relational analysis based on visual angle of similarity and nearness
2011 Standout
Neighborhood rough set based heterogeneous feature subset selection
2008
A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets
2007
Kernelized Fuzzy Rough Sets and Their Applications
2011
Heart Disease Identification Method Using Machine Learning Classification in E-Healthcare
2020 Standout
mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification
2010
Risk evaluation approaches in failure mode and effects analysis: A literature review
2012 Standout
An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
2011
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 Standout
On some new operations in soft set theory
2009 Standout
Structural Minimax Probability Machine
2016
The Parameter Reduction of the Interval-Valued Fuzzy Soft Sets and Its Related Algorithms
2013
On a novel uncertain soft set model: Z -soft fuzzy rough set model and corresponding decision making methods
2017
A hybrid GA and PSO optimized approach for heart-disease prediction based on random forest
2022 Standout
Soft semirings
2008
New Approaches to Fuzzy-Rough Feature Selection
2009
Two fuzzy covering rough set models and their generalizations over fuzzy lattices
2015
Fuzzy Petri nets for knowledge representation and reasoning: A literature review
2017
Application of feature-weighted Support Vector regression using grey correlation degree to stock price forecasting
2012
Communicating between information systems
2008
Architecture selection for networks trained with extreme learning machine using localized generalization error model
2012
Optimization of distance formula in K-Nearest Neighbor method
2020 Standout
Sample Pair Selection for Attribute Reduction with Rough Set
2012 Standout
Hesitant fuzzy linguistic rough set over two universes model and its applications
2016
Works of Eric C.C. Tsang being referenced
Rough approximations on a complete completely distributive lattice with applications to generalized rough sets
2005
Handling Interaction in Fuzzy Production Rule Reasoning
2004
Nesting One-Against-One Algorithm Based on SVMs for Pattern Classification
2008
A comparative study on heuristic algorithms for generating fuzzy decision trees
2001
Refinement of Generated Fuzzy Production Rules by Using a Fuzzy Neural Network
2004
Weighted Mahalanobis Distance Kernels for Support Vector Machines
2007
Structured One-Class Classification
2006
Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network
2007
Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach
2009
On the generalization of fuzzy rough sets
2005
On fuzzy approximation operators in attribute reduction with fuzzy rough sets
2008
Rough sets and ordinal reducts
2005
Structured large margin machines: sensitive to data distributions
2007
Weighted fuzzy production rules
1997
Approximations and reducts with covering generalized rough sets
2008
Quantitative Study on the Generalization Error of Multiple Classifier Systems
2006
Hierarchical clustering based on ordinal consistency
2005
Feature and instance reduction for PNN classifiers based on fuzzy rough sets
2014
Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification
2015
OFFSS: optimal fuzzy-valued feature subset selection
2003
The parameterization reduction of soft sets and its applications
2005
Attributes Reduction Using Fuzzy Rough Sets
2008
Mining fuzzy association rules with weighted items
2002
Effects of stator vanes on power coefficients of a zephyr vertical axis wind turbine
2009
On the upper approximations of covering generalized rough sets
2005
Feature selection using localized generalization error for supervised classification problems using RBFNN
2008
The Model of Fuzzy Variable Precision Rough Sets
2009
Modelling flexible manufacturing systems using weighted Fuzzy Coloured Petri Nets
1999
Improving learning accuracy of fuzzy decision trees by hybrid neural networks
2000
Improved fuzzy knowledge representation and rule evaluation using fuzzy petri nets and degree of subsethood
1994
Learning fuzzy rules from fuzzy samples based on rough set technique
2007