Conceptual learning in database design
ACM Transactions on Information Systems (TOIS)
Building concept hierarchies for schema integration in HDDBS using incremental concept formation
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Applications of machine learning and rule induction
Communications of the ACM
A hybrid conceptual clustering system
CSC '96 Proceedings of the 1996 ACM 24th annual conference on Computer science
Concept formation in numeric domains
CSC '95 Proceedings of the 1995 ACM 23rd annual conference on Computer science
Organization and retrieval in a pictorial digital library
DL '97 Proceedings of the second ACM international conference on Digital libraries
Agents in their midst: evaluating user adaptation to agent-assisted interfaces
IUI '98 Proceedings of the 3rd international conference on Intelligent user interfaces
An error-based conceptual clustering method for providing approximate query answers
Communications of the ACM - Electronic supplement to the December issue
ACM SIGART Bulletin
Concept Formation in WWTP by Means of Classification Techniques: ACompared Study
Applied Intelligence
Comparing Structures Using a Hopfield-Style Neural Network
Applied Intelligence
BIRCH: A New Data Clustering Algorithm and Its Applications
Data Mining and Knowledge Discovery
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
On the power of incremental learning
Theoretical Computer Science
IEEE Transactions on Knowledge and Data Engineering
Unsupervised Learning with Mixed Numeric and Nominal Data
IEEE Transactions on Knowledge and Data Engineering
Data Representation for Diagnostic Neural Networks
IEEE Expert: Intelligent Systems and Their Applications
Applying AI Clustering to Engineering Tasks
IEEE Expert: Intelligent Systems and Their Applications
SAINTETIQ: a fuzzy set-based approach to database summarization
Fuzzy Sets and Systems - Data bases and approximate reasoning
Knowledge Discovery in Molecular Databases
IEEE Transactions on Knowledge and Data Engineering
Using Subclasses to Improve Classification Learning
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
KIDS: An Iterative Algorithm to Organize Relational Knowledge
EKAW '00 Proceedings of the 12th European Workshop on Knowledge Acquisition, Modeling and Management
Building Concept Lattices by Learning Concepts from RDF Graphs Annotating Web Documents
ICCS '02 Proceedings of the 10th International Conference on Conceptual Structures: Integration and Interfaces
Abstractions for Knowledge Organization of Relational Descriptions
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Robust Incremental Clustering with Bad Instance Orderings: A New Strategy
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
Classifying and Learning Cricket Shots Using Camera Motion
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Unsupervised Learning of Probabilistic Concept Hierarchies
Machine Learning and Its Applications, Advanced Lectures
Learning from Multiple Bayesian Networks for the Revision and Refinement of Expert Systems
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
SEuS: Structure Extraction Using Summaries
DS '02 Proceedings of the 5th International Conference on Discovery Science
An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Variants of iterative learning
Theoretical Computer Science
Data mining tasks and methods: Clustering: conceptual clustering
Handbook of data mining and knowledge discovery
Itemset Trees for Targeted Association Querying
IEEE Transactions on Knowledge and Data Engineering
Medical data analysis using self-organizing data mining technologies
Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation
How to encode semantic knowledge: a method for meaning representation and computer-aided acquisition
Computational Linguistics
The Knowledge Engineering Review
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 1
Feature Selection for Unsupervised Learning
The Journal of Machine Learning Research
Incremental hierarchical clustering of text documents
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
INFORMS Journal on Computing
Some natural conditions on incremental learning
Information and Computation
Mining categories for emails via clustering and pattern discovery
Journal of Intelligent Information Systems
Database querying with personalized vocabulary using data summaries
Fuzzy Sets and Systems
Building rules on top of ontologies for the semantic web with inductive logic programming
Theory and Practice of Logic Programming
On the Missing Link Between Frequent Pattern Discovery and Concept Formation
Inductive Logic Programming
DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A General Similarity Framework for Horn Clause Logic
Fundamenta Informaticae
Iterative optimization and simplification of hierarchical clusterings
Journal of Artificial Intelligence Research
Improving efficiency by learning intermediate concepts
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Concept formation over explanations and problem-solving experience
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Towards a model of grounded concept formation
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Algorithms for generating attribute values for the classification of tactical situations
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Structure discovery in medical databases: a conceptual clustering approach
Artificial Intelligence in Medicine
Concept formation vs. logistic regression: predicting death in trauma patients
Artificial Intelligence in Medicine
Case-base maintenance by conceptual clustering of graphs
Engineering Applications of Artificial Intelligence
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
Information Sciences: an International Journal
Learning fuzzy concept hierarchy and measurement with node labeling
Information Systems Frontiers
Incremental learning of retrieval knowledge in a case-based reasoning system
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Propositionalization for clustering symbolic relational descriptions
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Generalization-based similarity for conceptual clustering
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
A fuzzy-evidential hybrid inference engine for coronary heart disease risk assessment
Expert Systems with Applications: An International Journal
A topological embedding of the lexicon for semantic distance computation
Natural Language Engineering
Constructor: a system for the induction of probabilistic models
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
On analytical and similarity-based classification
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Learning in FOL with a similarity measure
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Document update summarization using incremental hierarchical clustering
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Incremental learning of multivariate Gaussian mixture models
SBIA'10 Proceedings of the 20th Brazilian conference on Advances in artificial intelligence
Concept formation using incremental Gaussian mixture models
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A general stochastic clustering method for automatic cluster discovery
Pattern Recognition
Induction of selective Bayesian classifiers
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Towards a better understanding of incremental learning
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
ROC analysis as a useful tool for performance evaluation of artificial neural networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A study of the evaluation function and the clustering algorithm for semantic web environment
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Clustering large datasets using cobweb and k-means in tandem
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A pattern-based approach to conceptual clustering in FOL
ICCS'06 Proceedings of the 14th international conference on Conceptual Structures: inspiration and Application
DynamicWEB: profile correlation using COBWEB
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
PRIMA'10 Proceedings of the 13th international conference on Principles and Practice of Multi-Agent Systems
EASE'10 Proceedings of the 14th international conference on Evaluation and Assessment in Software Engineering
Automated design of diagnostic systems
Artificial Intelligence in Medicine
Paper: Learning and discovery from a clinical database: An incremental concept formation approach
Artificial Intelligence in Medicine
A visual analysis approach to validate the selection review of primary studies in systematic reviews
Information and Software Technology
A General Similarity Framework for Horn Clause Logic
Fundamenta Informaticae
Computational intelligence for heart disease diagnosis: A medical knowledge driven approach
Expert Systems with Applications: An International Journal
Learning fuzzy concept hierarchy and measurement with node labeling
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
Document-topic hierarchies from document graphs
Proceedings of the 21st ACM international conference on Information and knowledge management
Dynamic topography information landscapes: an incremental approach to visual knowledge discovery
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Multistage approach for clustering and classification of ECG data
Computer Methods and Programs in Biomedicine
Hybrid intelligent modeling schemes for heart disease classification
Applied Soft Computing
Future Generation Computer Systems
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