Luis Talavera  Home/Search
Context
Related
| lsi.upc.es/~talavera/pape...jia97.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: lsi.upc.es/~talavera/papers (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Recently, Knowledge Discovery on Databases (KDD) has emerged as a promising research area encompassing methods from several disciplines. Particularly, the data mining step of KDD shares most of its goals with unsupervised learning. But data mining methods are biased towards statistical techniques arguing that Machine Learning (ML) methods are not suitable to deal with real-world databases. We claim that (a) the problems of ML systems in dealing with databases may come from their traditional... (Update)
Active bibliography (related documents): More All
0.7: Dynamic Local Feature Selection in Incremental Clustering - Talavera (Correct)
0.3: Exploiting Inductive Bias Shift in Knowledge Acquisition.. - Talavera, Cortés (Correct)
0.3: Generalizaci'on Y Atenci'on Selectiva Para La Formaci'on De.. - Luis Talavera (Correct)
Similar documents based on text: More All
0.3: Robust Incremental Clustering With Bad Instance Orderings: A.. - Roure, Talavera (1998) (Correct)
0.3: Not-Yet: a local strategy to avoid ordering effects in.. - Talavera, Roure (Correct)
0.3: A Buffering Strategy to Avoid Ordering Effects in Clustering - Talavera, Roure (1998) (Correct)
BibTeX entry: (Update)
@misc{ talavera-from,
author = "Luis Talavera",
title = "From Unsupervised Learning to Data Mining: Linking Cognition and Data Analysis",
url = "citeseer.ist.psu.edu/116127.html" }
Citations (may not include all citations):349 Knowledge acquisition via incremental conceptual clustering (context) - Fisher - 1987 ACM DBLP
262 From data mining to knowledge discovery: An overview (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
153 AutoClass: A bayesian classification system (context) - Cheeseman, Kelly et al. - 1988 DBLP
145 Machine Learning: An Artificial intelligence approach (context) - Michalski, Carbonell - 1981
139 Learning from observation: Conceptual clustering (context) - Michalski, Stepp - 1983
103 Models of incremental concept formation (context) - Gennari, Langley et al. - 1989 ACM DBLP
47 Data mining: the search for knowledge in databases - Holsheimer, Siebes - 1994
22 Evaluation and selection of biases in machine learning - Gordon, Desjardins - 1995 ACM DBLP
18 A distance based attribute selection measure for decision tr.. (context) - de M'antaras - 1991
8 Concepts and conceptual structure (context) - Medin - 1989
7 Adquisici'on autom'atica de conocimiento en dominios poco es.. (context) - B'ejar - 1995
5 Knowledge Discovery in databases (context) - Frawley, Piatetsky-Shapiro et al. - 1991 ACM DBLP
5 A two-stage model of category construction (context) - Ahn, Medin - 1992
5 atenci'on selectiva para la formaci'on de conceptos (context) - Talavera, Cort'es et al. - 1996
5 The process of applying machine learning algorithms - Brodley, Smyth - 1995
4 Conceptual clustering and categorization: Bridging the gap b.. (context) - Hanson - 1990
2 refinamiento del conocimiento en la formaci'on de conceptos (context) - Talavera, Reflexi'on - 1996
1 Efficient feature selection in conceptual clustering (context) - Kauffmann, Mateo et al. - 1997 ACM DBLP
1 Optimization and simplification of hierarchical clusterings (context) - Massachusetts, Press - 1995
1 A theory and methodology of inductive learning (context) - Vosniadou, Ortony et al. - 1983 ACM DBLP
1 Using background knowledge to guide conceptual clustering: a.. (context) - Talavera - 1997
1 Concept formation in context (context) - Fisher, Pazzani - 1991 ACM
1 Statistical guidance in symbolic learning (context) - Fisher, Chan - 1990 DBLP
1 ML experiments with an accuracy-efficiency trade off in unsu.. (context) - Learning, McEwen - 1996
1 Exploiting bias shift in knowledge acquisition (context) - Mexico, Cort'es
1 Focused concept formation (context) - Massachusetts, Press - 1989 ACM DBLP
1 Inductive hypothesis validation and bias selection in unsupe.. (context) - appear, Cort'es DBLP
1 Psychological essentialism (context) - Psychologist, Medin et al. - 1989
Documents on the same site (http://www-lsi.upc.es/~talavera/papers.html): More
Dynamic Local Feature Selection in Incremental Clustering - Talavera (Correct)
Efficient Construction of Comprehensible Hierarchical.. - Talavera, Béjar (1998) (Correct)
Exploring Efficient Attribute Prediction in Hierarchical Clustering - Talavera (1998) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC