5. MLDM 2007:
Leipzig,
Germany
Petra Perner (Ed.):
Machine Learning and Data Mining in Pattern Recognition, 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007, Proceedings.
Lecture Notes in Computer Science 4571 Springer 2007, ISBN 978-3-540-73498-7 BibTeX
Invited Talk
Classification
- Magnus Ekdahl, Timo Koski:
On Concentration of Discrete Distributions with Applications to Supervised Learning of Classifiers.
2-16
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- Marco Hülsmann, Christoph M. Friedrich:
Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods.
17-31
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- Paul R. Trundle, Daniel Neagu, Qasim Chaudhry:
Multi-source Data Modelling: Integrating Related Data to Improve Model Performance.
32-46
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- Claudio Marrocco, Mario Molinara, Francesco Tortorella:
An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules.
47-60
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- Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac:
Outlier Detection with Kernel Density Functions.
61-75
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- Vincent Yan Fu Tan, See-Kiong Ng:
Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining.
76-90
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- Tao Wang, Zhoujun Li, Yuejin Yan, Huowang Chen:
An Incremental Fuzzy Decision Tree Classification Method for Mining Data Streams.
91-103
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- Gero Szepannek, Bernd Bischl, Claus Weihs:
On the Combination of Locally Optimal Pairwise Classifiers.
104-116
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Feature Selection,
Extraction and Dimensionality Reduction
Clustering
- Sandro Saitta, Benny Raphael, Ian F. C. Smith:
A Bounded Index for Cluster Validity.
174-187
Electronic Edition (link) BibTeX
- Xuegang Hu, Dongbo Wang, Xindong Wu:
Varying Density Spatial Clustering Based on a Hierarchical Tree.
188-202
Electronic Edition (link) BibTeX
- Ivan O. Kyrgyzov, Olexiy O. Kyrgyzov, Henri Maître, Marine Campedel:
Kernel MDL to Determine the Number of Clusters.
203-217
Electronic Edition (link) BibTeX
- Tomoya Sakai, Atsushi Imiya, Takuto Komazaki, Shiomu Hama:
Critical Scale for Unsupervised Cluster Discovery.
218-232
Electronic Edition (link) BibTeX
- Jiri Grim, Jan Hora:
Minimum Information Loss Cluster Analysis for Categorical Data.
233-247
Electronic Edition (link) BibTeX
- Airel Pérez Suárez, José E. Medina-Pagola:
A Clustering Algorithm Based on Generalized Stars.
248-262
Electronic Edition (link) BibTeX
Support Vector Machine
Transductive Inference
Association Rule Mining
Mining Spam,
Newsgroups,
Blogs
Intrusion Detection and Networks
Frequent and Common Item Set Mining
Mining Marketing Data
Structural Data Mining
Image Mining
- Li Cui, Hua Li:
A New Combined Fractal Scale Descriptor for Gait Sequence.
616-627
Electronic Edition (link) BibTeX
- Murat Ekinci, Murat Aykut:
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA.
628-642
Electronic Edition (link) BibTeX
- Zhiwen Yu, Shaohong Zhang, Hau-San Wong, Jiqi Zhang:
A Filter-Refinement Scheme for 3D Model Retrieval Based on Sorted Extended Gaussian Image Histogram.
643-652
Electronic Edition (link) BibTeX
- Daniel C. K. Ngai, Nelson Hon Ching Yung:
Fast-Maneuvering Target Seeking Based on Double-Action Q-Learning.
653-666
Electronic Edition (link) BibTeX
- Mikolaj Morzy:
Mining Frequent Trajectories of Moving Objects for Location Prediction.
667-680
Electronic Edition (link) BibTeX
- Doni Pracner, Nenad Tomasev, Milos Radovanovic, Mirjana Ivanovic:
Categorizing Evolved CoreWar Warriors Using EM and Attribute Evaluation.
681-693
Electronic Edition (link) BibTeX
- José Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Restricted Sequential Floating Search Applied to Object Selection.
694-702
Electronic Edition (link) BibTeX
- Konstantinos Zagoris, Nikos Papamarkos, Ioannis Koustoudis:
Color Reduction Using the Combination of the Kohonen Self-Organized Feature Map and the Gustafson-Kessel Fuzzy Algorithm.
703-715
Electronic Edition (link) BibTeX
- Juan Carlos Gomez, Olac Fuentes:
A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy Images.
716-726
Electronic Edition (link) BibTeX
- Murat Ekinci, Murat Aykut, Eyüp Gedikli:
Gait Recognition by Applying Multiple Projections and Kernel PCA.
727-741
Electronic Edition (link) BibTeX
Medical,
Biological,
and Environmental Data Mining
- Henning Christiansen, Christina Mackeprang Dahmcke:
A Machine Learning Approach to Test Data Generation: A Case Study in Evaluation of Gene Finders.
742-755
Electronic Edition (link) BibTeX
- Eva Armengol:
Discovering Plausible Explanations of Carcinogenecity in Chemical Compounds.
756-769
Electronic Edition (link) BibTeX
- Hugo Silva, Hugo Gamboa, Ana L. N. Fred:
One Lead ECG Based Personal Identification with Feature Subspace Ensembles.
770-783
Electronic Edition (link) BibTeX
- Leonardo de Oliveira Martins, Erick Corrêa da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass:
Classification of Breast Masses in Mammogram Images Using Ripley's K Function and Support Vector Machine.
784-794
Electronic Edition (link) BibTeX
- Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Selection of Experts for the Design of Multiple Biometric Systems.
795-809
Electronic Edition (link) BibTeX
- Sarunas Raudys, Antanas Mitasiunas:
Multi-agent System Approach to React to Sudden Environmental Changes.
810-823
Electronic Edition (link) BibTeX
- Attila Kertész-Farkas, András Kocsor, Sándor Pongor:
Equivalence Learning in Protein Classification.
824-837
Electronic Edition (link) BibTeX
Text and Document Mining
- Frans Coenen, Paul H. Leng, Robert Sanderson, Yanbo J. Wang:
Statistical Identification of Key Phrases for Text Classification.
838-853
Electronic Edition (link) BibTeX
- Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Probabilistic Model for Structured Document Mapping.
854-867
Electronic Edition (link) BibTeX
- Saeed Mozaffari, Karim Faez, Volker Märgner:
Application of Fractal Theory for On-Line and Off-Line Farsi Digit Recognition.
868-882
Electronic Edition (link) BibTeX
- Jens Lehmann:
Hybrid Learning of Ontology Classes.
883-898
Electronic Edition (link) BibTeX
- Yangyang Wu, Qing Lei, Wei Luo, Harou Yokota:
Discovering Relations Among Entities from XML Documents.
899-910
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:30:08 2009
by Michael Ley (ley@uni-trier.de)
