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Viewing Publication 1 - 100 from 625

2015

The Boosting and Bootstrap Ensemble for Classifiers Based on Weak Rough InclusionsPiotr Artiemjew. rsfdgrc 2015: 267-277 [doi]

Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set ApproachJerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski. rsfdgrc 2015: 63-72 [doi]

Prediction of Methane Outbreak in Coal Mines from Historical Sensor Data under Distribution DriftMarc Boullé. rsfdgrc 2015: 439-451 [doi]

Preclusivity and Simple Graphs: The n-cycle and n-path CasesGiampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino. rsfdgrc 2015: 138-148 [doi]

Preclusivity and Simple GraphsGiampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino. rsfdgrc 2015: 127-137 [doi]

Window-Based Feature Engineering for Prediction of Methane Threats in Coal MinesMarek Grzegorowski, Sebastian Stawicki. rsfdgrc 2015: 452-463 [doi]

Rough Set Approximations in Multi-scale Interval Information SystemsShen-Ming Gu, Ya-Hong Wan, Wei-Zhi Wu, Tong-Jun Li. rsfdgrc 2015: 73-81 [doi]

Region Vector Based Attribute Reducts in Decision-Theoretic Rough SetsGuoshun Huang, Yiyu Yao. rsfdgrc 2015: 355-365 [doi]

Dynamic Maintenance of Rough Fuzzy Approximations with the Variation of Objects and AttributesYanyong Huang, Tianrui Li, Shi-Jinn Horng. rsfdgrc 2015: 173-184 [doi]

Mining Data from Coal Mines: IJCRS'15 Data ChallengeAndrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak. rsfdgrc 2015: 429-438 [doi]

Semi-Supervised Fuzzy-Rough Feature SelectionRichard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys. rsfdgrc 2015: 185-195 [doi]

How to Evaluate Three-Way Decisions Based Binary Classification?Xiuyi Jia, Lin Shang. rsfdgrc 2015: 366-375 [doi]

Extraction of Off-Line Handwritten Characters Based on a Soft K-Segments for Principal CurvesNa Jiao. rsfdgrc 2015: 278-285 [doi]

A Moderate Attribute Reduction Approach in Decision-Theoretic Rough SetHengrong Ju, Xibei Yang, Pei Yang, Huaxiong Li, Xianzhong Zhou. rsfdgrc 2015: 376-388 [doi]

A Knowledge Acquisition Model Based on Formal Concept Analysis in Complex Information SystemsXiangping Kang, Duoqian Miao, Na Jiao. rsfdgrc 2015: 286-297 [doi]

SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fittingPetre Lameski, Eftim Zdravevski, Riste Mingov, Andrea Kulakov. rsfdgrc 2015: 464-474 [doi]

Connectedness of Graph and Matroid by Covering-Based Rough SetsHui Li, William Zhu. rsfdgrc 2015: 149-160 [doi]

Decision-Oriented Rough Set MethodsJiye Liang. rsfdgrc 2015: 3-12 [doi]

A New Subsystem-Based Definition of Generalized Rough Set ModelCaihui Liu, Meizhi Wang, Yanfei Dai, Yueli Luo. rsfdgrc 2015: 82-89 [doi]

A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of CoveringsYanfang Liu, William Zhu. rsfdgrc 2015: 90-101 [doi]

Decisions Tree Learning Method Based on Three-Way DecisionsYangyang Liu, Jiucheng Xu, Lin Sun, Lina Du. rsfdgrc 2015: 389-400 [doi]

Detecting Methane Outbreaks from Time Series Data with Deep Neural NetworksKrzysztof Pawlowski, Karol Kurach. rsfdgrc 2015: 475-484 [doi]

Multi-decision-makers-based Monotonic Variable Consistency Rough Set Approach with Multiple Attributes and CriteriaWenBin Pei, He Lin, Li Li. rsfdgrc 2015: 401-413 [doi]

The Borda Count, the Intersection and the Highest Rank Method in a Dispersed Decision-Making SystemMalgorzata Przybyla-Kasperek. rsfdgrc 2015: 298-309 [doi]

On the Nearness Measures of Near SetsKeyun Qin, Bo Li. rsfdgrc 2015: 102-111 [doi]

Topological Properties for Approximation Operators in Covering Based Rough SetsMauricio Restrepo, Jonatan Gómez. rsfdgrc 2015: 112-123 [doi]

Self-Organized Predictor of Methane Concentration Warnings in Coal MinesDymitr Ruta, Ling Cen. rsfdgrc 2015: 485-493 [doi]

Knowledge Supported Refinements for Rough Granular Computing: A Case of Life Insurance IndustryKao-Yi Shen, Gwo-Hshiung Tzeng. rsfdgrc 2015: 233-244 [doi]

On Generalized Decision Functions: Reducts, Networks and EnsemblesDominik Slezak. rsfdgrc 2015: 13-23 [doi]

Modified Generalised Fuzzy Petri Nets for Rule-Based SystemsZbigniew Suraj. rsfdgrc 2015: 196-206 [doi]

Building Granular Systems - from Concepts to ApplicationsMarcin S. Szczuka, Andrzej Jankowski, Andrzej Skowron, Dominik Slezak. rsfdgrc 2015: 245-255 [doi]

The Rough Granular Approach to Classifier Synthesis by Means of SVMJacek Szypulski, Piotr Artiemjew. rsfdgrc 2015: 256-263 [doi]

Formalization of Medical Diagnostic RulesShusaku Tsumoto, Shoji Hirano. rsfdgrc 2015: 24-35 [doi]

An Ensemble Learning Approach Based on Missing-Valued TablesSeiki Ubukata, Taro Miyazaki, Akira Notsu, Katsuhiro Honda, Masahiro Inuiguchi. rsfdgrc 2015: 310-321 [doi]

Fuzzy Rough Decision Trees for Multi-label ClassificationXiaoxue Wang, Shuang An, Hong Shi, Qinghua Hu. rsfdgrc 2015: 207-217 [doi]

Multi-granularity Intelligent Information ProcessingGuoyin Wang, Ji Xu, Qinghua Zhang, Yuchao Liu. rsfdgrc 2015: 36-48 [doi]

I I -Intuitionistic Fuzzy Rough Approximation OperatorsWei-Zhi Wu, You-Hong Xu, Tong-Jun Li, Xia Wang. rsfdgrc 2015: 218-229 [doi]

Multiple-Side Multiple-Learner for Incomplete Data ClassificationYuan-ting Yan, Yan-ping Zhang, Xiu-Quan Du. rsfdgrc 2015: 322-331 [doi]

Controllability in Directed Complex Networks: Granular Computing PerspectiveYunyun Yang, Gang Xie, Zehua Chen. rsfdgrc 2015: 161-169 [doi]

Sparse Matrix Feature Selection in Multi-label LearningWenyuan Yang, Bufang Zhou, William Zhu. rsfdgrc 2015: 332-339 [doi]

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, ProceedingsYiyu Yao, Qinghua Hu, Hong Yu, Jerzy W. Grzymala-Busse, editors, Volume 9437 of Lecture Notes in Computer Science, Springer, 2015. [doi]

Prediction of Methane Outbreaks in Coal Mines from Multivariate Time Series Using Random ForestAdam Zagorecki. rsfdgrc 2015: 494-500 [doi]

Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRSYan Zhang, Jingtao Yao. rsfdgrc 2015: 414-425 [doi]

A Classification Method for Imbalanced Data Based on SMOTE and Fuzzy Rough Nearest Neighbor AlgorithmWeibin Zhao, Mengting Xu, Xiuyi Jia, Lin Shang. rsfdgrc 2015: 340-351 [doi]

Granular Structures Induced by Interval Sets and Rough SetsNing Zhong, Jiajin Huang. rsfdgrc 2015: 49-60 [doi]

2013

Incremental Possibilistic K-ModesAsma Ammar, Zied Elouedi, Pawan Lingras. rsfdgrc 2013: 293-303 [doi]

Rough Clustering Generated by Correlation ClusteringLászló Aszalós, Tamás Mihálydeák. rsfdgrc 2013: 315-324 [doi]

Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree ComplexityMohammad Azad, Igor Chikalov, Mikhail Moshkov. rsfdgrc 2013: 46-54 [doi]

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, RSFDGrC 2013, Halifax, NS, Canada, October 11-14, 2013. ProceedingsDavide Ciucci, Masahiro Inuiguchi, Yiyu Yao, Dominik Slezak, Guoyin Wang, editors, Volume 8170 of Lecture Notes in Computer Science, Springer, 2013. [doi]

An Experimental Comparison of Three Interpretations of Missing Attribute Values Using Probabilistic ApproximationsPatrick G. Clark, Jerzy W. Grzymala-Busse. rsfdgrc 2013: 77-86 [doi]

Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and PropertiesLynn D'eer, Nele Verbiest, Chris Cornelis, Lluis Godo. rsfdgrc 2013: 169-179 [doi]

Discernibility Matrix Based Attribute Reduction in Intuitionistic Fuzzy Decision SystemsQinrong Feng, Rui Li. rsfdgrc 2013: 147-156 [doi]

A Novel MGDM Method Based on Information Granularity under Linguistic SettingYanan Fu, Danqing Xu, Junjun Mao. rsfdgrc 2013: 261-268 [doi]

Applications of IF Rough Relational Model to Deal with Diabetic PatientsChhaya Gangwal, Rabi Nanda Bhaumik, Shishir Kumar. rsfdgrc 2013: 191-199 [doi]

A Kidnapping Detection Scheme Using Frame-Based Classification for Intelligent Video SurveillanceRyu-Hyeok Gwon, Kyoung-Yeon Kim, Jin-Tak Park, Hakill Kim, Yoo-Sung Kim. rsfdgrc 2013: 345-354 [doi]

Discernibility in the Analysis of Binary Card Sort DataDaryl H. Hepting, Emad H. Almestadi. rsfdgrc 2013: 380-387 [doi]

Topological Characterizations for Three Covering Approximation OperatorsAiping Huang, William Zhu. rsfdgrc 2013: 277-284 [doi]

Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data TypesAndrzej Janusz, Adam Krasuski, Marcin S. Szczuka. rsfdgrc 2013: 304-314 [doi]

The Completion Algorithm in Multiple Decision Tables Based on Rough SetsNa Jiao. rsfdgrc 2013: 111-118 [doi]

Soft Clustering to Determine Ambiguous Regions during Medical Images SegmentationManish Joshi, Monica Mundada. rsfdgrc 2013: 366-373 [doi]

Enhancing Rough Clustering with Outlier Detection Based on Evidential ClusteringManish Joshi, Pawan Lingras. rsfdgrc 2013: 127-137 [doi]

Domain Adaptation for Pathologic OscillationsRory A. Lewis, Chad A. Mello, James Ellenberger, Andrew M. White 0001. rsfdgrc 2013: 374-379 [doi]

Boolean Covering Approximation Space and Its ReductionTong-Jun Li, Wei-Zhi Wu. rsfdgrc 2013: 245-252 [doi]

A Mathematical Theory of Fuzzy Numbers - Granular Computing ApproachTsau Young Lin. rsfdgrc 2013: 208-215 [doi]

Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal MatroidYanfang Liu, William Zhu. rsfdgrc 2013: 225-235 [doi]

Individual Approximate Clusters: Methods, Properties, ApplicationsBoris Mirkin. rsfdgrc 2013: 26-37 [doi]

Efficient Algorithms for Attribute Reduction on Set-Valued Decision TablesSinh Hoa Nguyen, Thi Thu Hien Phung. rsfdgrc 2013: 87-98 [doi]

Metric Based Attribute Reduction in Incomplete Decision TablesLong Giang Nguyen, Hung Son Nguyen. rsfdgrc 2013: 99-110 [doi]

Some New Progress in Analyzing and Mining Uncertain and Probabilistic Data for Big Data AnalyticsJian Pei. rsfdgrc 2013: 38-45 [doi]

An Illustrative Comparison of Rough k-Means to Classical Clustering ApproachesGeorg Peters, Fernando Crespo. rsfdgrc 2013: 337-344 [doi]

Global Decisions Taking on the Basis of Dispersed Medical DataMalgorzata Przybyla-Kasperek, Alicja Wakulicz-Deja. rsfdgrc 2013: 355-365 [doi]

Representations for Large-Scale Sequence Data Mining: A Tale of Two Vector Space ModelsVijay V. Raghavan, Ryan G. Benton, Tom Johnsten, Ying Xie. rsfdgrc 2013: 15-25 [doi]

Rough Set-Based Information Dilution by Non-deterministic InformationHiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata. rsfdgrc 2013: 55-66 [doi]

30 Years of Rough Sets and Future PerspectivesAndrzej Skowron, Andrzej Jankowski, Roman W. Swiniarski. rsfdgrc 2013: 1-10 [doi]

Matrix Representation of Parameterised Fuzzy Petri NetsZbigniew Suraj. rsfdgrc 2013: 200-207 [doi]

Belief Discernibility Matrix and Function for Incremental or Large DataSalsabil Trabelsi, Zied Elouedi, Pawan Lingras. rsfdgrc 2013: 67-76 [doi]

Recursive Profiles of Businesses and Reviewers on Yelp.comMatt Triff, Pawan Lingras. rsfdgrc 2013: 325-336 [doi]

OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set TheoryNele Verbiest, Chris Cornelis, Francisco Herrera. rsfdgrc 2013: 180-190 [doi]

An Unsupervised Deep-Learning Architecture That Can Reconstruct Paired ImagesTi Wang, Mohammed Shameer Iqbal, Daniel L. Silver. rsfdgrc 2013: 388-396 [doi]

Multi-covering Based Rough Set ModelLijuan Wang, Xibei Yang, Chen Wu. rsfdgrc 2013: 236-244 [doi]

Rough Set Granularity: Scott Systems ApproachMarcin Wolski, Anna Gomolinska. rsfdgrc 2013: 285-292 [doi]

On Dual Intuitionistic Fuzzy Rough Approximation Operators Determined by an Intuitionistic Fuzzy ImplicatorWei-Zhi Wu, Cang-Jian Gao, Tong-Jun Li, You-Hong Xu. rsfdgrc 2013: 138-146 [doi]

Dynamic Analysis of IVFSs Based on Granularity ComputingDanqing Xu, Yanan Fu, Junjun Mao. rsfdgrc 2013: 253-260 [doi]

The Impacting Analysis on Multiple Species CompetitionHan-Bing Yan, Xu-Qing Tang. rsfdgrc 2013: 269-276 [doi]

Multi-label Classification Using Rough SetsYing Yu, Duoqian Miao, Zhifei Zhang, Lei Wang. rsfdgrc 2013: 119-126 [doi]

A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information SystemsAnping Zeng, Tianrui Li, Chuan Luo, Junbo Zhang, Yan Yang. rsfdgrc 2013: 157-168 [doi]

Network Performance Analysis Based on Quotient Space TheoryLing Zhang, Yuan-ting Yan, Shu Zhao, Yanping Zhang. rsfdgrc 2013: 216-224 [doi]

Multi-granular Computing in Web AgeBo Zhang, Ling Zhang. rsfdgrc 2013: 11-14 [doi]

2011

Regularization of Fuzzy Cognitive Maps for Hybrid Decision Support SystemAlexey N. Averkin, Sergei A. Kaunov. rsfdgrc 2011: 139-146 [doi]

Automatic Image Annotation Based on Low-Level Features and Classification of the Statistical ClassesAndrey Bronevich, Alexandra Melnichenko. rsfdgrc 2011: 314-321 [doi]

Creating Fuzzy Concepts: the One-Sided Threshold, Fuzzy Closure and Factor Analysis MethodsValerie Cross, Meenakshi Kandasamy. rsfdgrc 2011: 127-134 [doi]

General Tool-Based Approximation Framework Based on Partial Approximation of SetsZoltán Csajbók, Tamás Mihálydeák. rsfdgrc 2011: 52-59 [doi]

Machine Learning Methods in Character RecognitionLev Itskovich, Sergei Kuznetsov. rsfdgrc 2011: 322-329 [doi]

Fuzzy-Rough Data MiningRichard Jensen. rsfdgrc 2011: 31-35 [doi]

Rough Numbers and Rough RegressionMarcin Michalak. rsfdgrc 2011: 68-71 [doi]

Approximate Bicluster and Tricluster Boxes in the Analysis of Binary DataBoris Mirkin, Andrey V. Kramarenko. rsfdgrc 2011: 248-256 [doi]

Multiargument Relationships in Fuzzy Databases with Attributes Represented by Interval-Valued Possibility DistributionsKrzysztof Myszkorowski. rsfdgrc 2011: 199-206 [doi]

Dynamic Successive Feed-Forward Neural Network for Learning Fuzzy Decision TreeManu Pratap Singh. rsfdgrc 2011: 293-301 [doi]

The Use of Rough Set Methods in Knowledge Discovery in Databases - Tutorial AbstractMarcin S. Szczuka. rsfdgrc 2011: 28-30 [doi]

Position Paper: Pragmatics in Fuzzy TheoryKarl Erich Wolff. rsfdgrc 2011: 135-138 [doi]

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