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1.

図書

図書
Enric Plaza, Richard Benjamins (eds.)
出版情報: Berlin : Springer, c1997  xi, 388 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1319 . Lecture notes in artificial intelligence
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2.

図書

図書
David B. Leake, Enric Plaza, (eds.)
出版情報: Berlin ; Tokyo : Springer, c1997  xiii, 648 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1266 . Lecture notes in artificial intelligence
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3.

図書

図書
Ramon López de Mántaras, Enric Plaza (eds.)
出版情報: Berlin : Springer, c2000  xii, 460 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1810 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Invited Papers
Beyond Occam's Razor: Process-Oriented Evaluation / Pedro Domingos
The Representation Race - Preprocessing for Handling Time Phenomena / Katharina Morik
Contributed Papers
Short-Term Profiling for a Case-Based Reasoning Recommendation System / Esma Aimeur ; Mathieu Vézeau
K-SVCR. A Multi-class Support Vector Machine / Cecilio Angulo ; Andreu Català
Learning Trading Rules with Inductive Logic Programming / Liviu Badea
Improving Knowledge Discovery Using Domain Knowledge in Unsupervised Learning / Javier Béjar
Exploiting Classifier Combination for Early Melanoma Diagnosis Support / E. Blanzieri ; C. Eccher ; S. Forti ; A. Sboner
A Comparison of Ranking Methods for Classification Algorithm Selection / Pavel B. Brazdil ; Carlos Soares
Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing / Laurent Bréhélin ; Olivier Gascuel ; Gilles Caraux
Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers / Tom Brijs ; Gilbert Swinnen ; Koen Vanhoof ; Geert Wets
Wrapper Generation via Grammar Induction / Boris Chidlovskii ; Jon Ragetli ; Maarten de Rijke
Diversity versus Quality in Classification Ensembles Based on Feature Selection / Pádraig Cunningham ; John Carney
Minimax TD-Learning with Neural Nets in a Markov Game / Fredrik A. Dahl ; Ole Martin Halck
Boosting Applied to Word Sense Disambiguation / Gerard Escudero ; Lluís Màrquez ; German Rigau
A Multiple Model Cost-Sensitive Approach for Intrusion Detection / Wei Fan ; Wenke Lee ; Salvatore J. Stolfo ; Matthew Miller
Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry / Katja Gelbrich ; Reza Nakhaeizadeh
Investigation and Reduction of Discretization Variance in Decision Tree Induction / Pierre Geurts ; Louis Wehenkel
Asymmetric Co-evolution for Imperfect-Information Zero-Sum Games
A Machine Learning Approach to Workflow Management / Joachim Herbst
The Utilization of Context Signals in the Analysis of ABR Potentials by Application of Neural Networks / Andrzej Izworski ; Ryszard Tadeusiewicz ; Andrzej Paslawski
Complexity Approximation Principle and Rissanen's Approach to Real-Valued Parameters / Yuri Kalnishkan
Handling Continuous-Valued Attributes in Decision Tree with Neural Network Modeling / DaeEun Kim ; Jaeho Lee
Learning Context-Free Grammars with a Simplicity Bias / Pat Langley ; Sean Stromsten
Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme / Carsten Lanquillon
Toward an Explanatory Similarity Measure for Nearest-Neighbor Classification / Mathieu Latourrette
Relative Unsupervised Discretization for Regression Problems / Marcus-Christopher Ludl ; Gerhard Widmer
Metric-Based Inductive Learning Using Semantic Height Functions / Zdravko Markov ; Ivo Marinchev
Error Analysis of Automatic Speech Recognition Using Principal Direction Divisive Partitioning / David McKoskey ; Daniel Boley
A Study on the Performance of Large Bayes Classifier / Dimitris Meretakis ; Hongjun Lu ; Beat Wüthrich
Dynamic Discretization of Continuous Values from Time Series / Llanos Mora López ; Inmaculada Fortes Ruiz ; Rafael Morales Bueno ; Francisco Triguero Ruiz
Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns / Emmanuel Morin ; Emmanuelle Martienne
Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy - A Biological Case-Study / Stephen H. Muggleton ; Christopher H. Bryant ; Ashwin Srinivasan
Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm / Filippo Neri
Learning Patterns of Behavior by Observing System Events / Marlon Núñez
Dimensionality Reduction through Sub-space Mapping for Nearest Neighbour Algorithms / Terry R. Payne ; Peter Edwards
Nonparametric Regularization of Decision Trees / Tobias Scheffer
An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners / Barry Smyth ; Elizabeth McKenna
Layered Learning / Peter Stone ; Manuela Veloso
Problem Decomposition for Behavioural Cloning / Dorian Šuc ; Ivan Bratko
Dynamic Feature Selection in Incremental Hierarchical Clustering / Luis Talavera
On the Boosting Pruning Problem / Christino Tamon ; Jie Xiang
An Empirical Study of MetaCost Using Boosting Algorithms / Kai Ming Ting
Clustered Partial Linear Regression / Luís Torgo ; Joaquim Pinto da Costa
Knowledge Discovery from Very Large Databases Using Frequent Concept Lattices / Kitsana Waiyamai ; Lotfi Lakhal
Some Improvements on Event-Sequence Temporal Region Methods / Wei Zhang
Author Index
Invited Papers
Beyond Occam's Razor: Process-Oriented Evaluation / Pedro Domingos
The Representation Race - Preprocessing for Handling Time Phenomena / Katharina Morik
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