9. PKDD 2005:
Porto,
Portugal
Alípio Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho, João Gama (Eds.):
Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings.
Lecture Notes in Computer Science 3721 Springer 2005, ISBN 3-540-29244-6 BibTeX
Invited Talks
Long Papers
- Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi:
k-Anonymous Patterns.
10-21
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- Stefano Bistarelli, Francesco Bonchi:
Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern Mining.
22-33
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- José Borges, Mark Levene:
Generating Dynamic Higher-Order Markov Models in Web Usage Mining.
34-45
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- Björn Bringmann, Albrecht Zimmermann:
Tree2 - Decision Trees for Tree Structured Data.
46-58
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- Ian Davidson, S. S. Ravi:
Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results.
59-70
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- Chris H. Q. Ding, Xiaofeng He:
Cluster Aggregate Inequality and Multi-level Hierarchical Clustering.
71-83
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- Lin Dong, Eibe Frank, Stefan Kramer:
Ensembles of Balanced Nested Dichotomies for Multi-class Problems.
84-95
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- Pedro Gabriel Ferreira, Paulo J. Azevedo:
Protein Sequence Pattern Mining with Constraints.
96-107
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- Yan-Nei Law, Carlo Zaniolo:
An Adaptive Nearest Neighbor Classification Algorithm for Data Streams.
108-120
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- Chi-Hoon Lee, Russell Greiner, Mark Schmidt:
Support Vector Random Fields for Spatial Classification.
121-132
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- Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos:
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication.
133-145
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- Jinyan Li, Haiquan Li, Donny Soh, Limsoon Wong:
A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns.
146-156
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- Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Abu-Mostafa:
Improving Generalization by Data Categorization.
157-168
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- Donato Malerba, Michelangelo Ceci, Annalisa Appice:
Mining Model Trees from Spatial Data.
169-180
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- Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis, Martin Theobald, Gerhard Weikum:
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification.
181-192
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- Marius Pasca:
Mining Paraphrases from Self-anchored Web Sentence Fragments.
193-204
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- Marc Plantevit, Yeow Wei Choong, Anne Laurent, Dominique Laurent, Maguelonne Teisseire:
M2SP: Mining Sequential Patterns Among Several Dimensions.
205-216
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- Binyamin Rosenfeld, Moshe Fresko, Ronen Feldman:
A Systematic Comparison of Feature-Rich Probabilistic Classifiers for NER Tasks.
217-227
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- Maria Salamó, James Reilly, Lorraine McGinty, Barry Smyth:
Knowledge Discovery from User Preferences in Conversational Recommendation.
228-239
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- Gabi Schmidberger, Eibe Frank:
Unsupervised Discretization Using Tree-Based Density Estimation.
240-251
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- Karl-Michael Schneider:
Weighted Average Pointwise Mutual Information for Feature Selection in Text Categorization.
252-263
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- Haifeng Shen, Jun Guo, Gang Liu, Qunxia Li:
Non-stationary Environment Compensation Using Sequential EM Algorithm for Robust Speech Recognition.
264-273
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- Shengli Sheng, Charles X. Ling:
Hybrid Cost-Sensitive Decision Tree.
274-284
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- Tobias Sing, Valentina Svicher, Niko Beerenwinkel, Francesca Ceccherini-Silberstein, Martin Däumer, Rolf Kaiser, Hauke Walter, Klaus Korn, Daniel Hoffmann, Mark Oette, Jürgen K. Rockstroh, Gerd Fätkenheuer, Carlo-Federico Perno, Thomas Lengauer:
Characterization of Novel HIV Drug Resistance Mutations Using Clustering, Multidimensional Scaling and SVM-Based Feature Ranking.
285-296
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- Parag Singla, Pedro Domingos:
Object Identification with Attribute-Mediated Dependences.
297-308
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- Domenico Talia, Paolo Trunfio, Oreste Verta:
Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids.
309-320
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- Tuan Nam Tran, Kenji Satou, Tu Bao Ho:
Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic Data.
321-330
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- Claudio Varini, Andreas Degenhard, Tim W. Nattkemper:
ISOLLE: Locally Linear Embedding with Geodesic Distance.
331-342
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- Sriharsha Veeramachaneni, Francesca Demichelis, Emanuele Olivetti, Paolo Avesani:
Active Sampling for Knowledge Discovery from Biomedical Data.
343-354
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- Michail Vlachos, Zografoula Vagena, Vittorio Castelli, Philip S. Yu:
A Multi-metric Index for Euclidean and Periodic Matching.
355-367
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- Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu:
Fast Burst Correlation of Financial Data.
368-379
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- Nirmalie Wiratunga, Robert Lothian, Sutanu Chakraborti, Ivan Koychev:
A Propositional Approach to Textual Case Indexing.
380-391
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- Marc Wörlein, Thorsten Meinl, Ingrid Fischer, Michael Philippsen:
A Quantitative Comparison of the Subgraph Miners MoFa, gSpan, FFSM, and Gaston.
392-403
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- Xiaoxin Yin, Jiawei Han:
Efficient Classification from Multiple Heterogeneous Databases.
404-416
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- Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel:
A Probabilistic Clustering-Projection Model for Discrete Data.
417-428
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Short Papers
- Jorge M. Barajas, Xue Li:
Collaborative Filtering on Data Streams.
429-436
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- Ferenc Bodon, Lars Schmidt-Thieme:
The Relation of Closed Itemset Mining, Complete Pruning Strategies and Item Ordering in Apriori-Based FIM Algorithms.
437-444
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- Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han:
Community Mining from Multi-relational Networks.
445-452
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- Deborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken:
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest.
453-461
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- Jorge Díez, Juan José del Coz, Carlos Sañudo, Pere Albertí, Antonio Bahamonde:
A Kernel Based Method for Discovering Market Segments in Beef Meat.
462-469
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- Bálint Gábor, Viktor Gyenes, András Lörincz:
Corpus-Based Neural Network Method for Explaining Unknown Words by WordNet Senses.
470-477
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- Pierre Geurts, Louis Wehenkel:
Segment and Combine Approach for Non-parametric Time-Series Classification.
478-485
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- Derek Greene, Padraig Cunningham:
Producing Accurate Interpretable Clusters from High-Dimensional Data.
486-494
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- Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer:
Stress-Testing Hoeffding Trees.
495-502
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- Jin Huang, Charles X. Ling:
Rank Measures for Ordering.
503-510
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- Jin Huang, Charles X. Ling:
Dynamic Ensemble Re-Construction for Better Ranking.
511-518
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- Alexander Ilin, Harri Valpola:
Frequency-Based Separation of Climate Signals.
519-526
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- Wen Jin, Martin Ester, Jiawei Han:
Efficient Processing of Ranked Queries with Sweeping Selection.
527-535
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- Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario:
Feature Extraction from Mass Spectra for Classification of Pathological States.
536-543
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- Arno J. Knobbe, Eric K. Y. Ho:
Numbers in Multi-relational Data Mining.
544-551
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- Bruce Knuteson, Ricardo Vilalta:
Testing Theories in Particle Physics Using Maximum Likelihood and Adaptive Bin Allocation.
552-560
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- Aleksander Kolcz, Abdur Chowdhury:
Improved Naive Bayes for Extremely Skewed Misclassification Costs.
561-568
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- Kari Laasonen:
Clustering and Prediction of Mobile User Routes from Cellular Data.
569-576
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- Longin Jan Latecki, Vasilis Megalooikonomou, Qiang Wang, Rolf Lakämper, Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh:
Elastic Partial Matching of Time Series.
577-584
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- Chang-Hwan Lee:
An Entropy-Based Approach for Generating Multi-dimensional Sequential Patterns.
585-592
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- Wenyuan Li, Kok-Leong Ong, Wee Keong Ng:
Visual Terrain Analysis of High-Dimensional Datasets.
593-600
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- Tian-yang Lv, Yu-hui Xing, Shao-bing Huang, Zhengxuan Wang, Wanli Zuo:
An Auto-stopped Hierarchical Clustering Algorithm for Analyzing 3D Model Database.
601-608
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- Mohamed Nadif, Gérard Govaert:
A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency Table.
609-616
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- Canh Hao Nguyen, Tu Bao Ho:
An Imbalanced Data Rule Learner.
617-624
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- Son N. Nguyen, Maria E. Orlowska:
Improvements in the Data Partitioning Approach for Frequent Itemsets Mining.
625-633
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- Richard Nock, Babak Esfandiari:
On-Line Adaptive Filtering of Web Pages.
634-642
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- Ruggero G. Pensa, Céline Robardet, Jean-François Boulicaut:
A Bi-clustering Framework for Categorical Data.
643-650
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- Huseyin Polat, Wenliang Du:
Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data.
651-658
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- Lionel Savary, Karine Zeitouni:
Indexed Bit Map (IBM) for Mining Frequent Sequences.
659-666
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- Jerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin:
STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process.
667-674
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- Marc Sumner, Eibe Frank, Mark A. Hall:
Speeding Up Logistic Model Tree Induction.
675-683
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- Haixun Wang, Jian Pei:
A Random Method for Quantifying Changing Distributions in Data Streams.
684-691
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- Takashi Washio, Koutarou Nakanishi, Hiroshi Motoda:
Deriving Class Association Rules Based on Levelwise Subspace Clustering.
692-700
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- Lijun Xu, Kanglin Xie:
An Incremental Algorithm for Mining Generators Representation.
701-708
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- Cleber Zanchettin, Teresa Bernarda Ludermir:
Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization.
709-716
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Copyright © Wed Jul 23 16:16:46 2008
by Michael Ley (ley@uni-trier.de)
