4. MLDM 2005:
Leipzig,
Germany
Petra Perner, Atsushi Imiya (Eds.):
Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005, Proceedings.
Lecture Notes in Computer Science 3587 Springer 2005, ISBN 3-540-26923-1 BibTeX
Classification and Model Estimation
- J. Ko, E. Kim:
On ECOC as Binary Ensemble Classifiers.
1-10
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- Anamika Gupta, Naveen Kumar, Vasudha Bhatnagar:
Incremental Classification Rules Based on Association Rules Using Formal Concept Analysis.
11-20
Electronic Edition (link) BibTeX
- Yanmin Sun, Andrew K. C. Wong, Yang Wang:
Parameter Inference of Cost-Sensitive Boosting Algorithms.
21-30
Electronic Edition (link) BibTeX
- Baibo Zhang, Changshui Zhang:
Finite Mixture Models with Negative Components.
31-41
Electronic Edition (link) BibTeX
- Nizar Bouguila, Djemel Ziou:
MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection.
42-51
Electronic Edition (link) BibTeX
- Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik:
Principles of Multi-kernel Data Mining.
52-61
Electronic Edition (link) BibTeX
Neural Methods
Subspace Methods
Clustering:
Basics
Applications of Clustering
Feature Grouping,
Discretization,
Selection and Transformation
Applications in Medicine
- Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Alexandre César Muniz de Oliveira:
Comparison of FLDA, MLP and SVM in Diagnosis of Lung Nodule.
285-294
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- Aristófanes Corrêa Silva, Valdeci Ribeiro da Silva Jr., Areolino de Almeida Neto, Anselmo Cardoso de Paiva:
Diagnosis of Lung Nodule Using Reinforcement Learning and Geometric Measures.
295-304
Electronic Edition (link) BibTeX
- Wenming Cao, Jianhui Hu, Gang Xiao, Shoujue Wang:
Iris Recognition Algorithm Based on Point Covering of High-Dimensional Space and Neural Network.
305-313
Electronic Edition (link) BibTeX
- Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li:
Automatic Clinical Image Segmentation Using Pathological Modelling, PCA and SVM.
314-324
Electronic Edition (link) BibTeX
- Dimitris A. Karras, Basil G. Mertzios, D. Graveron-Demilly, D. van Ormondt:
Improved MRI Mining by Integrating Support Vector Machine Priors in the Bayesian Restoration.
325-333
Electronic Edition (link) BibTeX
- Lukasz A. Kurgan, Leila Homaeian:
Prediction of Secondary Protein Structure Content from Primary Sequence Alone - A Feature Selection Based Approach.
334-345
Electronic Edition (link) BibTeX
- Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome Encoding.
346-355
Electronic Edition (link) BibTeX
Time Series and Sequential Pattern Mining
- Akira Hayashi, Yuko Mizuhara, Nobuo Suematsu:
Embedding Time Series Data for Classification.
356-365
Electronic Edition (link) BibTeX
- Horst Bunke, Peter J. Dickinson, Christophe Irniger, Miro Kraetzl:
Analysis of Time Series of Graphs: Prediction of Node Presence by Means of Decision Tree Learning.
366-375
Electronic Edition (link) BibTeX
- Kazuhiro Shimizu, Takao Miura:
Disjunctive Sequential Patterns on Single Data Sequence and Its Anti-monotonicity.
376-383
Electronic Edition (link) BibTeX
- Keith A. Pray, Carolina Ruiz:
Mining Expressive Temporal Associations from Complex Data.
384-394
Electronic Edition (link) BibTeX
- Pierre-Alain Laur, Jean-Emile Symphor, Richard Nock, Pascal Poncelet:
Statistical Supports for Frequent Itemsets on Data Streams.
395-404
Electronic Edition (link) BibTeX
Mining Images in Computer Vision
Mining Images and Texture
Mining Motion from Sequence
Speech Analysis
Aspects of Data Mining
- Bon K. Sy:
Signature-Based Approach for Intrusion Detection.
526-536
Electronic Edition (link) BibTeX
- Tsuyoshi Taniguchi, Makoto Haraguchi, Yoshiaki Okubo:
Discovery of Hidden Correlations in a Local Transaction Database Based on Differences of Correlations.
537-548
Electronic Edition (link) BibTeX
- Feiyue Ye, Jiandong Wang, Shiliang Wu, Huiping Chen, Tianqiang Huang, Li Tao:
An Integrated Approach for Mining Meta-rules.
549-557
Electronic Edition (link) BibTeX
- Annette Kuhlmann, Ralf-Michael Vetter, Christoph Lübbing, Clemens-August Thole:
Data Mining on Crash Simulation Data.
558-569
Electronic Edition (link) BibTeX
Text Mining
Special Track:
Industrial Applications of Data Mining
- Sylvain Ferrandiz, Marc Boullé:
Supervised Evaluation of Dataset Partitions: Advantages and Practice.
600-609
Electronic Edition (link) BibTeX
- Josenildo Costa da Silva, Matthias Klusch:
Inference on Distributed Data Clustering.
610-619
Electronic Edition (link) BibTeX
- Lokesh Kumar Sharma, Om Prakash Vyas, Uma Shanker Tiwary, Ranjana Vyas:
A Novel Approach of Multilevel Positive and Negative Association Rule Mining for Spatial Databases.
620-629
Electronic Edition (link) BibTeX
- Yinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li:
Mixture Random Effect Model Based Meta-analysis for Medical Data Mining.
630-640
Electronic Edition (link) BibTeX
- Shinichi Hamano, Masako Sato:
Semantic Analysis of Association Rules via Item Response Theory.
641-650
Electronic Edition (link) BibTeX
- Keshri Verma, Om Prakash Vyas, Ranjana Vyas:
Temporal Approach to Association Rule Mining Using T-Tree and P-Tree.
651-659
Electronic Edition (link) BibTeX
- Jong Gyu Han, Kwang Hoon Chi, Yeon Kwang Yeon:
Aquaculture Feature Extraction from Satellite Image Using Independent Component Analysis.
660-666
Electronic Edition (link) BibTeX
- Sotiris B. Kotsiantis, George E. Tsekouras, C. Raptis, Panayiotis E. Pintelas:
Modeling the Organoleptic Properties of Matured Wine Distillates.
667-673
Electronic Edition (link) BibTeX
- Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas:
Bagging Random Trees for Estimation of Tissue Softness.
674-681
Electronic Edition (link) BibTeX
- Isabelle Bichindaritz, Sarada Akkineni:
Concept Mining for Indexing Medical Literature.
682-691
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:30:08 2009
by Michael Ley (ley@uni-trier.de)
