scientific article

Publication date: 18 September 1992

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decision making knowledge reasoning data analysis

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Knowledge representation (68T30)

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I., Feature selection filter for classification of power system operating states, A pool-based pattern generation algorithm for logical analysis of data with automatic fine-tuning, Dominance-based rough set approach for group decisions, Two Bayesian approaches to rough sets, A semantically sound approach to Pawlak rough sets and covering-based rough sets, On some classes of nearly open sets in nano topological spaces, Generalized rough sets based on neighborhood systems and topological spaces, Dominance-based fuzzy rough approach to an interval-valued decision system, Approximation operators based on vague relations and roughness measures of vague sets, On IVF approximating spaces, New rough set approximation spaces, Topological approximations of multisets, The relationship between \(L\)-fuzzy rough set and \(L\)-topology, Special approach to near set theory, Rough set approach to approximation reduction in ordered decision table with fuzzy decision, Uncertainty measures for rough formulae in rough logic: an axiomatic approach, Gradualness, uncertainty and bipolarity: making sense of fuzzy sets, Geometrical interpretation and applications of membership functions with fuzzy rough sets, A relational perspective of attribute reduction in rough set-based data analysis, Dependence-space-based attribute reduction in consistent decision tables, On intuitionistic fuzzy topologies based on intuitionistic fuzzy reflexive and transitive relations, Grey sets and greyness, Topological properties of generalized approximation spaces, On lower and upper intension order relations by different cover concepts, Theory and applications of granular labelled partitions in multi-scale decision tables, An interval set model for learning rules from incomplete information table, The reduction and fusion of fuzzy covering systems based on the evidence theory, Dominance-based fuzzy rough set analysis of uncertain and possibilistic data tables, Classification systems based on rough sets 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Editorial: Weighted logics for artificial intelligence -- an introductory discussion, Two new types of multiple granulation rough set, Connections between covering-based rough sets and concept lattices, Rough set theory based fuzzy TOPSIS on serious game design evaluation framework, Entropy measures and granularity measures for set-valued information systems, Rough set approach to incomplete numerical data, Multigranulation rough sets: from partition to covering, Fast global \(k\)-means clustering based on local geometrical information, Approximation operators on complete completely distributive lattices, Uncertainty measurement for interval-valued information systems, The relationship among different covering approximations, Test cost sensitive multigranulation rough set: model and minimal cost selection, Finding rough and fuzzy-rough set reducts with SAT, A novel method for attribute reduction of covering decision systems, Composite rough sets for dynamic data mining, Rough semigroups and rough fuzzy semigroups based on fuzzy ideals, Rough approximations based on bisimulations, Gini objective functions for three-way classifications, Rough approximation operators on \(R_0\)-algebras (nilpotent minimum algebras) with an application in formal logic \(\mathcal{L}^\ast\), Variable consistency dominance-based rough set approach to preference learning in multicriteria ranking, Reduction target structure-based hierarchical attribute reduction for two-category decision-theoretic rough sets, An entropy-based uncertainty measurement approach in neighborhood systems, Parallel attribute reduction algorithms using MapReduce, Decision region distribution preservation reduction in decision-theoretic rough set model, Mining incomplete data with singleton, subset and concept probabilistic approximations, Three-way decisions space and three-way decisions, Characterization and reduction of concept lattices through matroid theory, Partial order relation for approximation 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Three-way class-specific attribute reducts from the information viewpoint, Marcus-Wyse topological rough sets and their applications, New perspectives of granular computing in relation geometry induced by pairings, Information structures in a lattice-valued information system, Rough fuzzy bipolar soft sets and application in decision-making problems, Dependency relations, A new methodology for fuzzification of rough sets based on \(\alpha\)-indiscernibility, On some types of fuzzy covering-based rough sets, Multi-granulation fuzzy preference relation rough set for ordinal decision system, Topological characterizations of generalized fuzzy rough sets, A short note on \(L\)-fuzzy approximation spaces and \(L\)-fuzzy pretopological spaces, The legacy of 50 years of fuzzy sets: a discussion, Relationships between fuzzy approximation spaces and their uncertainty measures, Ant-based clustering for flow graph mining, Rough sets based on Galois connections, Robust stochastic sorting with 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attributes based on the characteristics of decision rules and attribute reducts: application to crowdfunding, Generalization of soft topological groups, Reduction based on similarity and decision-making, Approximation operators based on preconcepts, Prejudice in uncertain information merging: pushing the fusion paradigm of evidence theory further, A general theory of concept lattice with tractable implication exploration, A unified framework for characterizing rough sets with evidence theory in various approximation spaces, Characteristic sets and generalized maximal consistent blocks in mining incomplete data, A new algorithm for reduct computation based on gap elimination and attribute contribution, Some classes of abstract simplicial complexes motivated by module theory, Granular computing on information tables: families of subsets and operators, An incremental attribute reduction method for dynamic data mining, New measures of uncertainty for an interval-valued information system, Granulation in rough set theory: a novel perspective, Fuzzy \(\beta \)-covering approximation spaces, On the properties of subsethood measures, Min-max attribute-object bireducts: on unifying models of reducts in rough set theory, On the intuitionistic fuzzy representations of rough real functions, Limited approximate bisimulations and the corresponding rough approximations, Rough set reasoning using answer set programs, A note on the relationships between generalized rough sets and topologies, Information structures in a fuzzy set-valued information system based on granular computing, Trust recommendation mechanism-based consensus model for Pawlak conflict analysis decision making, Modal systems for covering semantics and boundary operator, Matrix approach to spanning matroids of rough sets and its application to attribute reduction, \(S\)-approximation: a new approach to algebraic approximation, Annotation theories over finite graphs, MGRS: a multi-granulation rough set, On fuzzy rough sets based on tolerance relations, A rough set approach for the discovery of classification rules in interval-valued information systems, Axiomatic systems for rough sets and fuzzy rough sets, Generalisation of roughness bounds in rough set operations, Computer science and decision theory, On characteristics of information system homomorphisms, A novel attribute weighting algorithm for clustering high-dimensional categorical data, Soft covering based rough graphs and corresponding decision making, Fuzzy rough approximations for set-valued data, A fuzzy covering-based rough set model and its generalization over fuzzy lattice, A novel attribute reduction approach for multi-label data based on rough set theory, Boundary region-based rough sets and uncertainty measures in the approximation space, Attribute reduction in ordered decision tables via evidence theory, Certain information granule system as a result of sets approximation by fuzzy context, Lattice representations with set partitions induced by pairings, Generalized dominance rough set models for the dominance intuitionistic fuzzy information systems, Double-quantitative rough fuzzy set based decisions: a logical operations method, On rule acquisition in incomplete multi-scale decision tables, Feature selection and approximate reasoning of large-scale set-valued decision tables based on \(\alpha\)-dominance-based quantitative rough sets, Multigranulation information fusion: a Dempster-Shafer evidence theory-based clustering ensemble method, A novel approach to information fusion in multi-source datasets: a granular computing viewpoint, The granular partition lattice of an information table, Catoptrical rough set model on two universes using granule-based definition and its variable precision extensions, A probabilistic approach to rough set theory with modal logic perspective, A new approach to rough set based on remote neighborhood systems, Data meaning and knowledge discovery: semantical aspects of information systems, Extending characteristic relations on an incomplete data set by the three-way decision theory, The three-way-in and three-way-out framework to treat and exploit ambiguity in data, The relationships between topologies and generalized rough sets, Soft dominance based rough sets with applications in information systems, Fuzzy information granular structures: a further investigation, Maps between covering approximation spaces and the product space of two covering approximation spaces, Three-way granular computing, rough sets, and formal concept analysis, Accuracy of approximation operators during covering evolutions, Quantitative three-way class-specific attribute reducts based on region preservations, Indices for rough set approximation and the application to confusion matrices, Approximations of some near open sets in ideal topological spaces, A binary water wave optimization for feature selection, Three-way decision with incomplete information based on similarity and satisfiability, Uncertainty measurement for a set-valued information system: Gaussian kernel method, Neighborhood granules and rough rule-base in tracking, Interactive computations: toward risk management in interactive intelligent systems, Uncertainty measurement for neighborhood based soft covering rough graphs with applications, The characterizations of upper approximation operators based on coverings, The comparative study of covering rough sets and multi-granulation rough sets, Invariant characterizations of fuzzy relation information systems under homomorphisms, Uncertainty measurement for a covering information system, Approximation via a double-matroid structure, Rough approximation of a fuzzy set in semigroups based on soft relations, Granular fuzzy rough sets based on fuzzy implicators and coimplicators, Uncertainty measures for general fuzzy relations, A comparative study of variable precision fuzzy rough sets based on residuated lattices, Fuzzy neighborhood operators and derived fuzzy coverings, Invariant characterizations of fuzzy information systems under some homomorphisms based on data compression and related results, Relationships between knowledge bases and their uncertainty measures, A three-way decision ensemble method for imbalanced data oversampling, Constructing, improving, and shortening tests for skill assessment, Generalization of Pawlak's approximations in hypermodules by set-valued homomorphisms, The adjacency matrix of a graph as a data table: a geometric perspective, Kleene algebras and logic: Boolean and rough set representations, 3-valued, rough set and perp semantics, Knowledge reduction based on the equivalence relations defined on attribute set and its power set, A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets, Minimization of axiom sets on fuzzy approximation operators, A general approach to attribute reduction in rough set theory, Soft rough approximation operators and related results, Equivalent characterizations of some graph problems by covering-based rough sets, Cost-sensitive feature selection of numeric data with measurement errors, Rough \(S\)-acts, Description and classification of complex structured objects by applying similarity measures, Dependence-space-based attribute reductions in inconsistent decision information systems, Unifying practical uncertainty representations. 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Generalized \(p\)-boxes, A theoretical investigation of regular equivalences for fuzzy graphs, On algorithms for construction of all irreducible partial covers, Learning fuzzy rules from fuzzy samples based on rough set technique, Rough set theory for topological spaces, The investigation of the Bayesian rough set model, On characterizations of \((\mathcal J,\mathcal T)\)-fuzzy rough approximation operators, The normal parameter reduction of soft sets and its algorithm, Interval ordered information systems, Approaches to knowledge reduction in generalized consistent decision formal context, Reasoning within intuitionistic fuzzy rough description logics, Relationship among basic concepts in covering-based rough sets, Set-valued ordered information systems, Smart case-based indexing in worsted roving process: Combination of rough set and case-based reasoning, On interval-valued hesitant fuzzy rough approximation operators, Grill nano topological spaces with grill nano generalized closed sets, Similarity of binary relations based on rough set theory and topology: an application for topological structures of matroids, Attribute reduction: a horizontal data decomposition approach, Entropy measures and granularity measures for interval and set-valued information systems, Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model, Uncertainty and reduction of variable precision multigranulation fuzzy rough sets based on three-way decisions, Attribute reduction for sequential three-way decisions under dynamic granulation, Dependency structures for decision tables, Three-way attribute reducts, Congruence relations on a choice space, Dependency and accuracy measures for directed graphs, Converse approximation and rule extraction from decision tables in rough set theory, Soft polygroups, Soft rough fuzzy sets and soft fuzzy rough sets, Modelling as a way of organising knowledge, Hierarchical structures on multigranulation spaces, Fuzzy rough set model for set-valued data, Association discovery from relational data via granular computing, Algebraic properties of \(L\)-fuzzy finite automata, Multicriteria sorting using a valued preference closeness relation, Data analysis based on discernibility and indiscernibility, Generalized rough sets based on relations, On the class of restricted linear information systems, Jumping emerging patterns with negation in transaction databases -- classification and discovery, Measures for evaluating the decision performance of a decision table in rough set theory, Rough fuzzy approximations on two universes of discourse, A new generalization of contra-continuity via Levine's \(g\)-closed sets, Approximations in \(n\)-ary algebraic systems, Weakly clopen functions, Mining classification rules with Reduced MEPAR-miner Algorithm, Fuzzy reasoning based on a new fuzzy rough set and its application to scheduling problems, A weighted rough set based method developed for class imbalance learning, Attribute reduction based on evidence theory in incomplete decision systems, Generalized rough sets over fuzzy lattices, On generalized \(\delta \)-semiclosed sets in topological spaces, Heyting algebras with Boolean operators for rough sets and information retrieval applications, Rough set theory for the interval-valued fuzzy information systems, Rough 3-valued algebras, A systematic study on attribute reduction with rough sets based on general binary relations, Topological reduction of information systems, A novel technique of object ranking and classification under ignorance: an application to the corporate failure risk problem, The parameterization reduction of soft sets and its applications, Characterisation of main classes of fuzzy relations using fuzzy modal operators, Controlling the losing probability in a monotone game, Set-valued information systems, Roughness bounds in rough set operations, An improved feature selection method based on ant colony optimization (ACO) evaluated on face recognition system, A foundation of rough sets theoretical and computational hybrid intelligent system for survival analysis, Knowledge acquisition in incomplete information systems: a rough set approach, Knowledge reduction in random information systems via Dempster-Shafer theory of evidence, A roughness measure for fuzzy sets, Limits of \(it\)-soft sets and their applications for rough sets, Four operators of rough sets generalized to matroids and a matroidal method for attribute reduction, Approximation operator based on neighborhood systems, On the connectivity of wireless network systems and an application in teacher-student interactive platforms, Fuzzy approximating spaces, New uncertainty measure of rough fuzzy sets and entropy weight method for fuzzy-target decision-making tables, Rough operations and uncertainty measures on MV-algebras, Multigranulations rough set method of attribute reduction in information systems based on evidence theory, Lower approximation reduction based on discernibility information tree in inconsistent ordered decision information systems, On modified soft rough sets on a complete atomic Boolean lattice, Solving the linear interval tolerance problem for weight initialization of neural networks, Monotonic uncertainty measures for attribute reduction in probabilistic rough set model, Topological approach to multivalued information system, An update logic for information systems, On the rough consistency measures of logic theories and approximate reasoning in rough logic, Optimal scale selection for multi-scale decision tables, Neighborhood rough sets based multi-label classification for automatic image annotation, Generalized fuzzy rough approximation operators determined by fuzzy implicators, Fuzzy probabilistic rough set model on two universes and its applications, Set-based granular computing: a lattice model, A categorical representation of algebraic domains based on variations of rough approximable concepts, Unnamed Item, Unnamed Item, A comparison of three closest fit approaches to missing attribute values in preterm birth data, Visualization of dynamic systems with performance maps: A rough computing approach, Rough approximation by dominance relations, Nonhierarchical document clustering based on a tolerance rough set model, Conflict analysis, A Reliably Weighted Collaborative Filtering System, Unnamed Item, Rough Set on Trademark Images for Neural Network Classifier, Rough sets on graphs: New dependency and accuracy measures, APPROXIMATION OPERATORS AND FUZZY ROUGH SETS IN CO-RESIDUATED LATTICES, Distance spaces, Alexandrov pretopologies and join-meet operators, On the relation between possibilistic logic and modal logics of belief and knowledge, INCLUSIVENESS MEASUREMENT OF RANDOM EVENTS USING ROUGH SET THEORY, Multiple-Source Approximation Systems: Membership Functions and Indiscernibility, MEASURING GRANULARITY IN EVIDENCE THEORY, An introduction to bipolar representations of information and preference, MATHEMATICS OF FINITE RESOLUTION, Unnamed Item, Unnamed Item, A model of a human heart via graph nano topological spaces, Approximate real-time decision making: Concepts and rough fuzzy Petri net models, Unnamed Item, Generalized Agglomerative Clustering with Application to Information Systems, On Irreducible Descriptive Sets of Attributes for Information Systems, Dominance-Based Rough Set Approach and Bipolar Abstract Rough Approximation Spaces, Paraconsistent Logic Programs with Four-Valued Rough Sets, An Equivalent Definition of Rough Sets, An Interpretation of Belief Functions on Infinite Universes in the Theory of Rough Sets, Some Remarks on Approximations of Arbitrary Binary Relations by Partial Orders, On Rough Equalities and Rough Equivalences of Sets, Rough Mereology in Classification of Data: Voting by Means of Residual Rough Inclusions, Rule Induction: Combining Rough Set and Statistical Approaches, Towards Approximation of Risk, Rough Set Flow Graphs and Max − * Fuzzy Relation Equations in State Prediction Problems, Approximation Theories: Granular Computing vs Rough Sets, A Rough Set Approach to Incomplete Data, Rough Sets and Three-Way Decisions, Improving Indiscernibility Matrix Based Approach for Attribute Reduction, Families of the Granules for Association Rules and Their Properties, Matrix Approaches for Variable Precision Rough Approximations, Antichain Based Semantics for Rough Sets, Formalizing Lattice-Theoretical Aspects of Rough and Fuzzy Sets, Rough Set Theory Applied to Simple Undirected Graphs, The Connectivity of the Covering Approximation Space, Unnamed Item, Fuzzy rough set techniques for uncertainty processing in a relational database, NEIGHBORHOOD SYSTEM BASED ROUGH SET: MODELS AND ATTRIBUTE REDUCTIONS, Dominance relation and rules in an incomplete ordered information system, Uncertain structural design based on nonlinear fuzzy analysis, Heuristic method for attribute selection from partially uncertain data using rough sets, TEMPERATURE INFERENCE SYSTEM BY ROUGH-NEURO-FUZZY NETWORK, Rough-Fuzzy Granular Computing, Case Based Reasoning and Data Mining, A Rough Set Approach to Multiple Criteria ABC Analysis, A Rough Sets Approach to the Identification and Analysis of Factors Affecting Biological Control of Leafy Spurge, Generalized Indiscernibility Relations: Applications for Missing Values and Analysis of Structural Objects, A Categorical Approach to Mereology and Its Application to Modelling Software Components, On Partial Covers, Reducts and Decision Rules, The Rough Set Database System, Research on Rough Set Theory and Applications in China, A quarterly time-series classifier based on a reduced-dimension generated rules method for identifying financial distress, Rough approximations in a general approximation space and their fundamental properties, Introduction to Fuzzy Sets, Generalized rough approach to reduction of a decision table, NEW LEARNING METHOD FOR CELLULAR NEURAL NETWORKS TEMPLATE BASED ON COMBINATION BETWEEN ROUGH SETS AND GENETIC PROGRAMMING, Dominance-Based Rough Set Approach to Case-Based Reasoning, An introduction of the condition class space with continuous value discretization and rough set theory, Multiconcept classification of diagnostic knowledge to manufacturing systems: Analysis of incomplete data with continuous-valued attributes, On generalized fuzzy rough sets, Attribute topologies based similarity, Tree-Based Algorithms for Action Rules Discovery, Rough Sets on Fuzzy Approximation Spaces and Intuitionistic Fuzzy Approximation Spaces, On Approximation of Classifications, Rough Equalities and Rough Equivalences, Rough Clustering with Partial Supervision, A Generic Scheme for Generating Prediction Rules Using Rough Sets, Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough Sets, A Logic for Complete Information Systems, Rough Ensemble Classifier: A Comparative Study, Approaches to knowledge reductions in inconsistent systems, The introduction and utilization of (l,u)-graphs in the extended variable precision rough sets model, Rough Fuzzy Concept Lattice and Its Properties, Rough Set Theory: Ontological Systems, Entailment Relations and Approximation Operators, Information Entropy and Granulation Co–Entropy of Partitions and Coverings: A Summary, Rough Approximation Based on Weak q-RIFs, Rough Geometry and Its Applications in Character Recognition, Extensions of Information Systems: The Rough Set Perspective, Multicriteria Attractiveness Evaluation of Decision and Association Rules, Unnamed Item, A rough set approach to outlier detection, MULTI-ASPECT MINING IN HEPATITIS DATA, Fuzzy modal-like approximation operators based on double residuated lattices, Approximate databases: a support tool for approximate reasoning, Granular Sets – Foundations and Case Study of Tolerance Spaces, On intuitionistic fuzzy rough sets and their topological structures, ROUGH KNOWLEDGE DISCOVERY FOR NUCLEAR SAFETY, Study of decision implications based on formal concept analysis, Different kinds of generalized rough sets based on neighborhoods with a medical application, Information entropy, rough entropy and knowledge granulation in incomplete information systems, Rough prime bi-Γ-hyperideals and fuzzy prime bi- Γ-hyperideals of Γ-semihypergroups, Reduction of the decision table: A rough approach, Numerical treatment of engineering problems with uncertainties. The fuzzy set approach and its application to the heat exchanger problem, Rough set models based on random fuzzy sets and belief function of fuzzy sets, Integration of rough set and neural network ensemble to predict the configuration performance of a modular product family, Question–answer games, An efficient color quantization based on generic roughness measure, Quantitative rough sets based on subsethood measures, A note on communicating between information systems based on including degrees, Dynamic programming applied to rough sets attribute reduction, Unnamed Item, Unnamed Item, Unnamed Item, Metrics for multiset-theoretic subgraphs, Value reduction algorithm in rough sets based on association rules support, The HeKatE methodology. Hybrid engineering of intelligent systems, On classification with missing data using rough-neuro-fuzzy systems, Observability in locally vague environments, Three-way decision on two universes, Some nano topological structures via ideals and graphs, Multiset concepts in two-universe approximation spaces, Knowledge and approximations: a formal study under the perspective of information systems and rough set theory, Drawing conclusions from data?The rough set way, Research on the Representation Methods for Rough Knowledge, Information granulation and rough set approximation, Measures associated with granularity and rough approximations in interval-valued information tables based on kernel similarity relations, Object similarity measures and Pawlak's indiscernibility on decision tables, Information granules: Towards foundations of granular computing, A rough set approach to reasoning about data, Rough set models ofPhysarummachines, Possible coverings in incomplete information tables with similarity of values, Many-valued dynamic object-oriented inheritance and approximations, Minimizing depth of decision trees with hypotheses, Macsum: a new interval-valued linear operator, A Uniform Framework for Rough Approximations Based on Generalized Quantifiers, Three Approaches to Deal with Tests for Inconsistent Decision Tables – Comparative Study, Searching for Reductive Attributes in Decision Tables, Toward Qualitative Assessment of Rough Sets in Terms of Decision Attribute Values in Simple Decision Systems over Ontological Graphs, Interface of Rough Set Systems and Modal Logics: A Survey, Some Transportation Problems Under Uncertain Environments, A New Type of Covering-Based Rough Sets, Optimal-Neighborhood Statistics Rough Set Approach with Multiple Attributes and Criteria, Multicost Decision-Theoretic Rough Sets Based on Maximal Consistent Blocks, AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS, Some efficient algorithms on the parameter reduction of soft sets for decision making problems, A non-distributive logic for semiconcepts and its modal extension with semantics based on Kripke contexts, Birough programming approach for solving bi-matrix games with birough payoff elements, Time and space complexity of deterministic and nondeterministic decision trees, Rough sets in hybrid methods for pattern recognition, \((O, G)\)-granular variable precision fuzzy rough sets based on overlap and grouping functions, Topological representation of double Boolean algebras, Granulation of protein-protein interaction networks in Pythagorean fuzzy soft environment, Unnamed Item, Mereology and uncertainty, An intuitionistic fuzzy approach to S-approximation spaces, A rough set method for the vertex cover problem in graph theory, Rough sets induced by fuzzy ideals in BCK-Algebras, Upper M-approximate operators and M-closed sets1, Generalized rough multiset via multiset ideals, Multi-granulation dual hesitant fuzzy rough sets, Topological structures of interval-valued hesitant fuzzy rough set and its application, Rough and rough fuzzy sets on two universes via covering approach, On Rough Concept Lattices, Mereology in Engineering and Computer Science, Attribute Reduction of Incomplete Information Systems: An Intuitionistic Fuzzy Rough Set Approach, Fuzzy Sets of Higher Type and Higher Order in Fuzzy Modeling, Algebraic Methods for Granular Rough Sets, Three Lessons on the Topological and Algebraic Hidden Core of Rough Set Theory, Rough Algebraic Structures Corresponding to Ring Theory, S-Approximation Spaces, Decision-Oriented Rough Set Methods, Formalization of Medical Diagnostic Rules, Rough Set Approximations in Multi-scale Interval Information Systems, A New Subsystem-Based Definition of Generalized Rough Set Model, A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings, Dynamic Maintenance of Rough Fuzzy Approximations with the Variation of Objects and Attributes, Semi-Supervised Fuzzy-Rough Feature Selection, Region Vector Based Attribute Reducts in Decision-Theoretic Rough Sets, Multi-decision-makers-based Monotonic Variable Consistency Rough Set Approach with Multiple Attributes and Criteria, Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS, A LOGICAL FORMULATION OF ROUGH SET DEFINABILITY, New topological approach of rough set generalizations, FOUNDATIONS OF FUZZY SET THEORY AND FUZZY LOGIC: A HISTORICAL OVERVIEW, Projected Gustafson-Kessel Clustering Algorithm and Its Convergence, Generalized Rough Sets and Implication Lattices, Classification with Dynamic Reducts and Belief Functions, Unnamed Item, Unnamed Item, Unnamed Item, Unnamed Item, Unnamed Item, A classifier based on rough set and relevance vector machine for disease diagnosis, The Need for and Possible Methods of Objective Ranking, Comparative study of decision performance of decision tables induced by attribute reductions, Injective module based on rough set theory, Initial Comparison of Formal Approaches to Fuzzy and Rough Sets, Two Pairs of Operators in Degree Induced Covering Rough Set, Fuzzy sets and join spaces associated with rough sets, Conditional entropy for incomplete decision systems and its application in data mining, Fuzzy-Rough MRMS Method for Relevant and Significant Attribute Selection, A new method for measuring uncertainty and fuzziness in rough set theory, The rough membership function based on C 10 ¯ and its applications, Probability approach for interval-valued ordered decision systems in dominance-based fuzzy rough set theory, A fuzzy soft set based approximate reasoning method1, Multi-granulation covering rough intuitionistic fuzzy sets, Uncertainty measure in rough logic: A probabilistic approach, On j-near concepts in rough sets with some applications, Fuzzy connections on adjoint triples, Dominance-Based Rough Set Approach: Basic Ideas and Main Trends, Protein sequence analysis using relational soft clustering algorithms, 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Logic Colloquium '09, Fuzzy Rough Sets and Multiple-Premise Gradual Decision Rules, Unnamed Item, A regression sequences based method for high dimensional outlier detection, Locally finite complexes, modules and generalized information systems, Heterogeneous Approximate Reasoning with Graded Truth Values, Computer Certification of Generalized Rough Sets Based on Relations, Rough and Near: Modal History of Two Theories, A Rough-Set Based Solution of the Total Domination Problem, Yet Another Kind of Rough Sets Induced by Coverings, Rough Sets in Incomplete Information Systems with Order Relations Under Lipski’s Approach, A Measure of Inconsistency for Simple Decision Systems over Ontological Graphs, A Rough View on Incomplete Information in Games, Rough Set Analysis of Classification Data with Missing Values, Supercluster in Statics and Dynamics: An Approximate Structure Imitating a Rough Set, Twofold rough approximations under incomplete information, Optimization and analysis of decision trees and rules: dynamic programming approach, Rough approximations based on different topologies via ideals, Unnamed Item, A Semantical Approach to Rough Sets and Dominance-Based Rough Sets, Describing Rough Approximations by Indiscernibility Relations in Information Tables with Incomplete Information, In-Database Feature Selection Using Rough Set Theory, A novel connection between rough sets, hypergraphs and hypergroups, Thick Sets, Multiple-Valued Mappings, and Possibility Theory, Decision systems in rough set theory: A set operatorial perspective, A new financial stress index model based on support vector regression and control chart, Lattice logic as a fragment of (2-sorted) residuated modal logic, Action rules discovery: systemDEAR2, method and experiments, Studying Impact of Decision Making Units Features on Efficiency by Integration of Data Envelopment Analysis and Data Mining Tools, Fuzzy-rough set models and fuzzy-rough data reduction, Improved feature selection algorithm with fuzzy-rough sets on compact computational domain, A generalized model of fuzzy rough sets, Topological structures induced by L-fuzzifying approximation operators, Decision-relative discernibility matrices in the sense of entropies, Topological structures in rough set theory: A survey, Automated Comparative Study of Some Generalized Rough Approximations, On Rough Approximations of Languages under Infinite Index Indiscernibility Relations, Unnamed Item, Unnamed Item, The properties of residuated connections and Alexandrov topologies, Unnamed Item, Association rule-generation algorithm for mining automotive warranty data, Scale Coarsening as Feature Selection, Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases, Closure Systems of Equivalence Relations and Their Labeled Class Geometries, Unnamed Item, Attribute Importance Degrees Corresponding to Several Kinds of Attribute Reduction in the Setting of the Classical Rough Sets, A Review on Rough Set-Based Interrelationship Mining, A Review on Rough Sets and Possible World Semantics for Modal Logics, Topological Approaches to Generalized Rough Multisets, Rough Intuitionistic Fuzzy Information Systems, Decomposition Theorems on IVF Rough Approximations, GENERALIZED TOPOLOGICAL APPROXIMATION SPACES AND THEIR MEDICAL APPLICATIONS, An Approach Based on Rough Sets to Possibilistic Information, Unnamed Item, Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence, Rough Sets: From Rudiments to Challenges, Zdzisław Pawlak, Databases and Rough Sets, Exploring Neighborhood Structures with Neighborhood Rough Sets in Classification Learning, Rough Representations of Ill-Known Sets and Their Manipulations in Low Dimensional Space, Three-Valued Logic for Reasoning about Covering-Based Rough Sets, Logic-Based Roughification, An Implementation of the Zdzisław Pawlak Idea for Reasoning about Uncertainty: Approximate Reasoning by Parts, Science and Semantics: A Note on Rough Sets and Vagueness, Rough Pragmatic Description Logic, Uncertainty Problem Processing with Covering Generalized Rough Sets, Towards Logics of Some Rough Perspectives of Knowledge, Approximation and Rough Classification of Letter-Like Polygon Shapes, Pseudometric Spaces from Rough Sets Perspective, Vagueness and Roughness, On Certain Rough Inclusion Functions, Approximation Schemes in Logic and Artificial Intelligence, Context Algebras, Context Frames, and Their Discrete Duality, Rules and Apriori Algorithm in Non-deterministic Information Systems, On Extension of Dependency and Consistency Degrees of Two Knowledges Represented by Covering, Category-Based Inductive Reasoning: Rough Set Theoretic Approach, Formal Concept Analysis from the Standpoint of Possibility Theory, Simple Undirected Graphs as Formal Contexts, Some classifications of graphs with respect to a set adjacency relation, R. 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