11. PKDD 2007:
Warsaw,
Poland
Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron (Eds.):
Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings.
Lecture Notes in Computer Science 4702 Springer 2007, ISBN 978-3-540-74975-2 BibTeX
Invited Talks (shared with ECML 2007)
Long Papers
- Hendrik Blockeel, Joaquin Vanschoren:
Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning.
6-17
Electronic Edition (link) BibTeX
- Sebastian Blohm, Philipp Cimiano:
Using the Web to Reduce Data Sparseness in Pattern-Based Information Extraction.
18-29
Electronic Edition (link) BibTeX
- Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila:
A Graphical Model for Content Based Image Suggestion and Feature Selection.
30-41
Electronic Edition (link) BibTeX
- Toon Calders, Szymon Jaroszewicz:
Efficient AUC Optimization for Classification.
42-53
Electronic Edition (link) BibTeX
- Sanmay Das, Milton H. Saier Jr., Charles Elkan:
Finding Transport Proteins in a General Protein Database.
54-66
Electronic Edition (link) BibTeX
- Andrzej Dominik, Zbigniew Walczak, Jacek Wojciechowski:
Classification of Web Documents Using a Graph-Based Model and Structural Patterns.
67-78
Electronic Edition (link) BibTeX
- Benjamin Georgi, Jörg Schultz, Alexander Schliep:
Context-Specific Independence Mixture Modelling for Protein Families.
79-90
Electronic Edition (link) BibTeX
- Steve Gregory:
An Algorithm to Find Overlapping Community Structure in Networks.
91-102
Electronic Edition (link) BibTeX
- Ling Guo, Songtao Guo, Xintao Wu:
Privacy Preserving Market Basket Data Analysis.
103-114
Electronic Edition (link) BibTeX
- Julia Hunter, Martin Colley:
Feature Extraction from Sensor Data Streams for Real-Time Human Behaviour Recognition.
115-126
Electronic Edition (link) BibTeX
- Jun Karamon, Yutaka Matsuo, Hikaru Yamamoto, Mitsuru Ishizuka:
Generating Social Network Features for Link-Based Classification.
127-139
Electronic Edition (link) BibTeX
- Ashraf M. Kibriya, Eibe Frank:
An Empirical Comparison of Exact Nearest Neighbour Algorithms.
140-151
Electronic Edition (link) BibTeX
- Aleksander Kolcz, Wen-tau Yih:
Site-Independent Template-Block Detection.
152-163
Electronic Edition (link) BibTeX
- Krzysztof Dembczynski, Salvatore Greco, Wojciech Kotlowski, Roman Slowinski:
Statistical Model for Rough Set Approach to Multicriteria Classification.
164-175
Electronic Edition (link) BibTeX
- Adam Kowalczyk:
Classification of Anti-learnable Biological and Synthetic Data.
176-187
Electronic Edition (link) BibTeX
- Jussi Kujala, Tapio Elomaa:
Improved Algorithms for Univariate Discretization of Continuous Features.
188-199
Electronic Edition (link) BibTeX
- Daniel Lowd, Pedro Domingos:
Efficient Weight Learning for Markov Logic Networks.
200-211
Electronic Edition (link) BibTeX
- Mark Palatucci, Tom M. Mitchell:
Classification in Very High Dimensional Problems with Handfuls of Examples.
212-223
Electronic Edition (link) BibTeX
- Sandeepkumar Satpal, Sunita Sarawagi:
Domain Adaptation of Conditional Probability Models Via Feature Subsetting.
224-235
Electronic Edition (link) BibTeX
- Tomás Singliar, Milos Hauskrecht:
Learning to Detect Adverse Traffic Events from Noisily Labeled Data.
236-247
Electronic Edition (link) BibTeX
- Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles:
IKNN: Informative K-Nearest Neighbor Pattern Classification.
248-264
Electronic Edition (link) BibTeX
- Antti Ukkonen, Heikki Mannila:
Finding Outlying Items in Sets of Partial Rankings.
265-276
Electronic Edition (link) BibTeX
- Gert Van Dijck, Marc M. Van Hulle:
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering.
277-287
Electronic Edition (link) BibTeX
- Stijn Vanderlooy, Ida G. Sprinkhuizen-Kuyper:
A Comparison of Two Approaches to Classify with Guaranteed Performance.
288-299
Electronic Edition (link) BibTeX
- Alexandre Vautier, Marie-Odile Cordier, Rene Quiniou:
Towards Data Mining Without Information on Knowledge Structure.
300-311
Electronic Edition (link) BibTeX
- Guillaume Wisniewski, Patrick Gallinari:
Relaxation Labeling for Selecting and Exploiting Efficiently Non-local Dependencies in Sequence Labeling.
312-323
Electronic Edition (link) BibTeX
- Dikan Xing, Wenyuan Dai, Gui-Rong Xue, Yong Yu:
Bridged Refinement for Transfer Learning.
324-335
Electronic Edition (link) BibTeX
- Ke-Bing Zhang, Mehmet A. Orgun, Kang Zhang:
A Prediction-Based Visual Approach for Cluster Exploration and Cluster Validation by HOV3.
336-349
Electronic Edition (link) BibTeX
Short Papers
- Marc-Ismaël Akodjènou-Jeannin, Kavé Salamatian, Patrick Gallinari:
Flexible Grid-Based Clustering.
350-357
Electronic Edition (link) BibTeX
- Luís A. Alexandre, João Casteleiro, Nuno Nobreinst:
Polyp Detection in Endoscopic Video Using SVMs.
358-365
Electronic Edition (link) BibTeX
- Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
A Density-Biased Sampling Technique to Improve Cluster Representativeness.
366-373
Electronic Edition (link) BibTeX
- Adriana Birlutiu, Tom Heskes:
Expectation Propagation for Rating Players in Sports Competitions.
374-381
Electronic Edition (link) BibTeX
- Mario Boley, Tamás Horváth, Axel Poigné, Stefan Wrobel:
Efficient Closed Pattern Mining in Strongly Accessible Set Systems (Extended Abstract).
382-389
Electronic Edition (link) BibTeX
- Michelangelo Ceci, Annalisa Appice, Donato Malerba:
Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach.
390-397
Electronic Edition (link) BibTeX
- Colin Cooper, Michele Zito:
Realistic Synthetic Data for Testing Association Rule Mining Algorithms for Market Basket Databases.
398-405
Electronic Edition (link) BibTeX
- Chris Drummond:
Learning Multi-dimensional Functions: Gas Turbine Engine Modeling.
406-413
Electronic Edition (link) BibTeX
- Victor Eruhimov, Vladimir Martyanov, Eugene Tuv:
Constructing High Dimensional Feature Space for Time Series Classification.
414-421
Electronic Edition (link) BibTeX
- Dominique Fournier, Gaële Simon, Bruno Mermet:
A Dynamic Clustering Algorithm for Mobile Objects.
422-429
Electronic Edition (link) BibTeX
- Richard Frank, Flavia Moser, Martin Ester:
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions.
430-437
Electronic Edition (link) BibTeX
- Arianna Gallo, Tijl De Bie, Nello Cristianini:
MINI: Mining Informative Non-redundant Itemsets.
438-445
Electronic Edition (link) BibTeX
- João Gama, Pedro Pereira Rodrigues:
Stream-Based Electricity Load Forecast.
446-453
Electronic Edition (link) BibTeX
- Zhiguo Gong, Jingbai Zhang, Qian Liu:
Automatic Hidden Web Database Classification.
454-461
Electronic Edition (link) BibTeX
- Hongyu Guo, Herna L. Viktor, Eric Paquet:
Pruning Relations for Substructure Discovery of Multi-relational Databases.
462-470
Electronic Edition (link) BibTeX
- Petteri Hintsanen:
The Most Reliable Subgraph Problem.
471-478
Electronic Edition (link) BibTeX
- Frank Höppner, Mirko Böttcher:
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains.
479-486
Electronic Edition (link) BibTeX
- Zhengli Huang, Wenliang Du, Zhouxuan Teng:
Searching for Better Randomized Response Schemes for Privacy-Preserving Data Mining.
487-497
Electronic Edition (link) BibTeX
- Saara Hyvönen, Esa Junttila, Marko Salmenkivi:
Pre-processing Large Spatial Data Sets with Bayesian Methods.
498-505
Electronic Edition (link) BibTeX
- Robert Jäschke, Leandro Balby Marinho, Andreas Hotho, Lars Schmidt-Thieme, Gerd Stumme:
Tag Recommendations in Folksonomies.
506-514
Electronic Edition (link) BibTeX
- Cihan Kaleli, Huseyin Polat:
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data.
515-522
Electronic Edition (link) BibTeX
- Hillol Kargupta, Kamalika Das, Kun Liu:
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework.
523-531
Electronic Edition (link) BibTeX
- Michal Kozielski:
Multilevel Conditional Fuzzy C-Means Clustering of XML Documents.
532-539
Electronic Edition (link) BibTeX
- Fletcher Lu:
Uncovering Fraud in Direct Marketing Data with a Fraud Auditing Case Builder.
540-547
Electronic Edition (link) BibTeX
- Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, David González Ortega, José Fernando Díez Higuera, Miriam Antón-Rodríguez:
Real Time GPU-Based Fuzzy ART Skin Recognition.
548-555
Electronic Edition (link) BibTeX
- Ramasuri Narayanam, V. Santosh Srinivas, M. Narasimha Murty:
A Cooperative Game Theoretic Approach to Prototype Selection.
556-564
Electronic Edition (link) BibTeX
- Carsten Riggelsen, Matthias Ohrnberger, Frank Scherbaum:
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals.
565-572
Electronic Edition (link) BibTeX
- Jianyong Sun, Ata Kabán, Somak Raychaudhury:
Robust Visual Mining of Data with Error Information.
573-580
Electronic Edition (link) BibTeX
- Songbo Tan, Xueqi Cheng:
An Effective Approach to Enhance Centroid Classifier for Text Categorization.
581-588
Electronic Edition (link) BibTeX
- Nenad Tomasev, Doni Pracner, Milos Radovanovic, Mirjana Ivanovic:
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors.
589-596
Electronic Edition (link) BibTeX
- Luís Torgo, Rita Ribeiro:
Utility-Based Regression.
597-604
Electronic Edition (link) BibTeX
- Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki:
Multi-label Lazy Associative Classification.
605-612
Electronic Edition (link) BibTeX
- Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu:
Visual Exploration of Genomic Data.
613-620
Electronic Edition (link) BibTeX
- Tianyi Wu, Yuguo Chen, Jiawei Han:
Association Mining in Large Databases: A Re-examination of Its Measures.
621-628
Electronic Edition (link) BibTeX
- Yi Zhang, Bing Liu:
Semantic Text Classification of Emergent Disease Reports.
629-637
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:33:28 2009
by Michael Ley (ley@uni-trier.de)
