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Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Planning in Intelligent Systems
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On Fuzzy Logic III. Semantical completeness of some many‐valued propositional calculi
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Adaptive Learning and Iterated Weak Dominance
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Rough Sets and Higher Order Vagueness
inferredcites →https://doi.org/10.1007/11548669_74openalex-snapshot
Ontological Framework for Approximation
inferredcites →https://doi.org/10.1007/11548706_73openalex-snapshot
Behavioral Pattern Identification Through Rough Set Modelling
inferredcites →https://doi.org/10.1007/11590316_116openalex-snapshot
On-Line Elimination of Non-relevant Parts of Complex Objects in Behavioral Pattern Identification
inferredcites →https://doi.org/10.1007/11590316_123openalex-snapshot
Eliciting Domain Knowledge in Handwritten Digit Recognition
inferredcites →https://doi.org/10.1007/11691839openalex-snapshot
Learning and Adaption in Multi-Agent Systems
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An Overview of Cooperative and Competitive Multiagent Learning
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Classifiers Based on Approximate Reasoning Schemes
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Rough Set Approach to Domain Knowledge Approximation
inferredcites →https://doi.org/10.1007/3-540-39205-x_4openalex-snapshot
Rough Sets: Trends and Challenges
inferredcites →https://doi.org/10.1007/3-540-45554-x_53openalex-snapshot
Constraint Based Incremental Learning of Classification Rules
inferredcites →https://doi.org/10.1007/3-540-45622-8_34openalex-snapshot
Autonomous Discovery of Abstractions through Interaction with an Environment
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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Approximation Spaces and Information Granulation
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Layered Learning for Concept Synthesis
inferredcites →https://doi.org/10.1007/978-3-540-72530-5openalex-snapshot
Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
inferredcites →https://doi.org/10.1007/978-3-540-88425-5openalex-snapshot
Rough Sets and Current Trends in Computing
inferredcites →https://doi.org/10.1007/978-3-642-18859-6_3openalex-snapshot
Information Granules and Rough-Neural Computing
inferredcites →https://doi.org/10.1007/978-3-662-07952-2_18openalex-snapshot
Approximate Reasoning in Distributed Environments
inferredcites →https://doi.org/10.1007/978-3-7908-1776-8openalex-snapshot
Rough Sets
inferredcites →https://doi.org/10.1007/978-3-7908-1840-6_7openalex-snapshot
Regularity Analysis and its Applications in Data Mining
inferredcites →https://doi.org/10.1007/978-3-7908-1883-3_22openalex-snapshot
The Synthesis Problem of Concurrent Systems Specified by Dynamic Information Systems
inferredcites →https://doi.org/10.1007/978-3-7908-1883-3_3openalex-snapshot
Learning Decision Rules from Similarity Based Rough Approximations
inferredcites →https://doi.org/10.1007/b136502openalex-snapshot
Transactions on Rough Sets III
inferredcites →https://doi.org/10.1007/b98175openalex-snapshot
Transactions on Rough Sets I
inferredcites →https://doi.org/10.1016/0005-1098(78)90005-5openalex-snapshot
Modeling by shortest data description
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The concept of a linguistic variable and its application to approximate reasoning-III
inferredcites →https://doi.org/10.1016/0020-0255(75)90036-5openalex-snapshot
The concept of a linguistic variable and its application to approximate reasoning—I
inferredcites →https://doi.org/10.1016/0022-0000(93)90048-2openalex-snapshot
Variable precision rough set model
inferredcites →https://doi.org/10.1016/0899-8256(91)90006-zopenalex-snapshot
Adaptive and sophisticated learning in normal form games
inferredcites →https://doi.org/10.1016/b978-155860856-6/50021-1openalex-snapshot
Temporal Planning
inferredcites →https://doi.org/10.1016/j.jcmg.2019.09.008openalex-snapshot
Artificial Intelligence
inferredcites →https://doi.org/10.1016/s0019-9958(65)90241-xopenalex-snapshot
Fuzzy sets
inferredcites →https://doi.org/10.1016/s0888-613x(96)00072-2openalex-snapshot
Rough mereology: A new paradigm for approximate reasoning
inferredcites →https://doi.org/10.1016/s1571-0661(04)80702-3openalex-snapshot
Rough Set Approach to Pattern Extraction from Classifiers
inferredcites →https://doi.org/10.1017/cbo9780511610721openalex-snapshot
Cognition and Multi-Agent Interaction
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Statistical Learning Theory
inferredcites →https://doi.org/10.1090/dimacs/035/15openalex-snapshot
A general stochastic approach to solving problems with hard and soft constraints
inferredcites →https://doi.org/10.1109/91.493904openalex-snapshot
Fuzzy logic = computing with words
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1109/tnn.2004.842673openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1109/tsmc.1973.5408575openalex-snapshot
Outline of a New Approach to the Analysis of Complex Systems and Decision Processes
inferredcites →https://doi.org/10.1111/0824-7935.00159openalex-snapshot
Rough Mereological Calculi of Granules: A Rough Set Approach To Computation
inferredcites →https://doi.org/10.1111/j.1467-985x.2010.00646_6.xopenalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1126/science.220.4598.671openalex-snapshot
Optimization by Simulated Annealing
inferredcites →https://doi.org/10.1145/1060710.1060736openalex-snapshot
Introduction
inferredcites →https://doi.org/10.1214/ss/1009213726openalex-snapshot
Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)
inferredcites →https://doi.org/10.1613/jair.301openalex-snapshot
Reinforcement Learning: A Survey
inferredcites →https://doi.org/10.1613/jair.639openalex-snapshot
Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition
inferredcites →https://doi.org/10.2307/2530789openalex-snapshot
Encyclopedia of Statistical Sciences 2.
inferredcites →https://doi.org/10.3233/fi-1996-272311openalex-snapshot
TOLERANCE APPROXIMATION SPACES
inferredcites →https://doi.org/10.3233/fun-2002-533-409openalex-snapshot
Approximate Entropy Reducts
inferredcites →https://doi.org/10.3233/fun-2006-712-310openalex-snapshot
Reinforcement Learning with Approximation Spaces
inferredcites →https://doi.org/10.5860/choice.33-0868openalex-snapshot
Thinking about logic: an introduction to the philosophy of logic
inferredcites →https://doi.org/10.7551/mitpress/4151.001.0001openalex-snapshot
Layered Learning in Multiagent Systems
inferredcites →https://doi.org/10.7551/mitpress/4643.001.0001openalex-snapshot
The Minimum Description Length Principle

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Computational Intelligence
inferred← citeshttps://doi.org/10.1007/978-0-387-30440-3_461openalex-snapshot
Rough Sets: Foundations and Perspectives
inferred← citeshttps://doi.org/10.1007/978-0-387-36795-8_7openalex-snapshot
Feature Extraction and Selection Methods
inferred← citeshttps://doi.org/10.1007/978-1-0716-2628-3_461openalex-snapshot
Rough Sets: Foundations and Perspectives
inferred← citeshttps://doi.org/10.1007/978-3-319-19941-2_29openalex-snapshot
Concept Synthesis Using Logic of Prototypes and Counterexamples: A Graded Consequence Approach
inferred← citeshttps://doi.org/10.1007/978-3-319-60837-2_14openalex-snapshot
Toward Adaptive Rough Sets
inferred← citeshttps://doi.org/10.1007/978-3-319-97879-6_13openalex-snapshot
Adaptive Rough Sets and Vague Concepts
inferred← citeshttps://doi.org/10.1007/978-3-540-71200-8_7openalex-snapshot
A Wistech Paradigm for Intelligent Systems
inferred← citeshttps://doi.org/10.1007/978-3-540-72530-5_1openalex-snapshot
Toward Rough-Granular Computing
inferred← citeshttps://doi.org/10.1007/978-3-540-77028-2_7openalex-snapshot
Toward Perception Based Computing: A Rough-Granular Perspective
inferred← citeshttps://doi.org/10.1007/978-3-540-77046-6_24openalex-snapshot
Discovery of Process Models from Data and Domain Knowledge: A Rough-Granular Approach
inferred← citeshttps://doi.org/10.1007/978-3-540-89876-4_26openalex-snapshot
Hierarchical Classifiers for Complex Spatio-temporal Concepts
inferred← citeshttps://doi.org/10.1007/978-3-540-89876-4_3openalex-snapshot
On Certain Rough Inclusion Functions
inferred← citeshttps://doi.org/10.1007/978-3-540-92910-9_57openalex-snapshot
Rough–Fuzzy Computing
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Rough-Granular Computing in Human-Centric Information Processing
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Rough-Granular Computing in Human-Centric Information Processing
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Interactive Granular Computing in Rightly Judging Systems
inferred← citeshttps://doi.org/10.1007/978-3-642-03281-3_4openalex-snapshot
Rough Approximation Based on Weak q-RIFs
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Wisdom Technology: A Rough-Granular Approach
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Toward Interactive Computations: A Rough-Granular Approach
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Interactive Rough-Granular Computing in Pattern Recognition
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Satisfiability Judgement under Incomplete Information
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Decision Rule-Based Data Models Using TRS and NetTRS – Methods and Algorithms
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Discovery of Processes and Their Interactions from Data and Domain Knowledge
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Approximations and Classifiers
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Comparison of Some Classification Algorithms Based on Deterministic and Nondeterministic Decision Rules
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Calculi of Approximation Spaces in Intelligent Systems
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Approximations of Functions: Toward Rough Granular Calculus
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Rough Sets
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Science and Semantics: A Note on Rough Sets and Vagueness
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Rough Sets: From Rudiments to Challenges
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Dialectics of Counting and the Mathematics of Vagueness
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Modeling rough granular computing based on approximation spaces
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The approximation set of a vague set in rough approximation space
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A dynamic rule-based classification model via granular computing
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General vague rough approximation: an extended method of fuzzy knowledge representation
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The Uncertainty Analysis of Vague Sets in Rough Approximation Spaces
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Approximate Reasoning in MAS: Rough Set Approach
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Knowledge acquisition in vague objective information systems based on rough sets
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Detection of HIV by using Rough Set and Homotopy Analysis Method
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Logic for Artificial Intelligence: A Rasiowa–Pawlak School Perspective
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Approximation Spaces in Rough–Granular Computing
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Perspectives on Uncertainty and Risk in Rough Sets and Interactive Rough-Granular Computing
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Rough Sets and Sorites Paradox
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Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach
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