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Experiments with Incremental Concept Formation: UNIMEM

https://doi.org/10.1007/bf00114264
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Knowledge Acquisition Via Incremental Conceptual Clustering
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Cluster Analysis for Applications
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inferredcites →https://doi.org/10.1016/s0364-0213(86)80005-2openalex-snapshot
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inferredcites →https://doi.org/10.1023/a:1022691120807openalex-snapshot
Explanation-Based Generalization: A Unifying View
inferredcites →https://doi.org/10.1109/tpami.1983.4767409openalex-snapshot
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An Experiment in Intelligent Information Systems: RESEARCHER

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Bibliography
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On the nonapplicability of a rational analysis to human cognition
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The rationality of causal inference
inferred← citeshttps://doi.org/10.1017/s0140525x00071028openalex-snapshot
But how does the brain think? (or wasn't that the question?)
inferred← citeshttps://doi.org/10.1017/s0140525x0007103xopenalex-snapshot
A Bayesian theory of thought
inferred← citeshttps://doi.org/10.1017/s0140525x00071041openalex-snapshot
Rationality and irrationality: Still fighting words
inferred← citeshttps://doi.org/10.1017/s0140525x00071053openalex-snapshot
Computational resources do constrain behavior
inferred← citeshttps://doi.org/10.1017/s0140525x00071065openalex-snapshot
Human and nonhuman systems are adaptive in a different sense
inferred← citeshttps://doi.org/10.1017/s0140525x00071077openalex-snapshot
More on rational analysis
inferred← citeshttps://doi.org/10.1017/s0269888900007098openalex-snapshot
Case-based reasoning: A review
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A review of machine learning
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Selecting Examples for Partial Memory Learning
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Multistrategy Discovery and Detection of Novice Programmer Errors
inferred← citeshttps://doi.org/10.1023/a:1008202113300openalex-snapshot
Concept Formation in WWTP by Means of Classification Techniques: A Compared Study
inferred← citeshttps://doi.org/10.1023/a:1008225015395openalex-snapshot
Discovering Error Classes from Discrepancies in Novice Behaviors Via Multistrategy Conceptual Clustering
inferred← citeshttps://doi.org/10.1023/a:1008320413168openalex-snapshot
Comparing Structures Using a Hopfield-Style Neural Network
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A Hybrid Architecture for Situated Learning of Reactive Sequential Decision Making
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Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
inferred← citeshttps://doi.org/10.1023/a:1009783824328openalex-snapshot
BIRCH: A New Data Clustering Algorithm and Its Applications
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A Polynomial Approach to the Constructive Induction of Structural Knowledge
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Learning Causal Patterns: Making a Transition from Data-Driven to Theory-Driven Learning
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Concept Formation During Interactive Theory Revision
inferred← citeshttps://doi.org/10.1023/a:1022682318197openalex-snapshot
Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System
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The adaptive nature of human categorization.
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Adaptive categorization in unsupervised learning.
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Improving Daily Reservoir Inflow Forecasts with Model Combination
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CAN MACHINE LEARNING SOLVE MY PROBLEM?
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UNIFIED APPROACH TO LEARNING FOR COMPLEX REAL-WORLD DOMAINS
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The gap between abstract and concrete results in machine learning
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Traffic Route Generation and Adaptation Using Case-Based Reasoning
inferred← citeshttps://doi.org/10.1080/10447319609526153openalex-snapshot
Different ways to support intelligent assistant systems by use of machine learning methods
inferred← citeshttps://doi.org/10.1093/comjnl/35.2.108openalex-snapshot
Oggetto: An Object Oriented Database Layered on a Triple Store
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Motif Discovery in Protein Structure Databases
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Symbolic clustering using a new similarity measure
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Incremental clustering of attributed graphs
inferred← citeshttps://doi.org/10.1109/34.49054openalex-snapshot
LEW: learning by watching
inferred← citeshttps://doi.org/10.1109/34.908969openalex-snapshot
Generality-based conceptual clustering with probabilistic concepts
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FUZZ: a fuzzy-based concept formation system that integrates human categorization and numerical clustering
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ITERATE: a conceptual clustering algorithm for data mining
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Using case-based retrieval for customer technical support
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A conceptual clustering algorithm for database schema design
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Learning to predict: INC2.5
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Autonomous learning of sequential tasks: experiments and analyses
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Controllable and Editable Neural Story Plot Generation via Control-and-Edit Transformer
inferred← citeshttps://doi.org/10.1109/afss.1996.583632openalex-snapshot
A fuzzy-based concept formation system for categorization and numerical clustering
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Can competitive learning compete? Comparing a connectionist clustering technique to symbolic approaches
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Medical diagnostic expert systems: performance vs. representation
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Representation and automatic organization of picture knowledge bases
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Unsupervised hierarchical clustering via a genetic algorithm
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A Decision-Tree-Based Multi-objective Estimation of Distribution Algorithm
inferred← citeshttps://doi.org/10.1109/cis.2007.228openalex-snapshot
Frequent Closed Informative Itemset Mining
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Regularity: a structuring paradigm for hierarchical knowledge
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Using AI-based monitoring technologies in management control
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A conceptual subspace clustering algorithm in e-learning
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