About
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) will be located in Antwerp, Belgium, from September 15th to 19th, 2008. This event builds upon a very successful series of 18 ECML and 11 PKDD conferences, which have been jointly organized for the past seven years. It has become the major European scientific event in these fields and in 2008 it will comprise presentations of contributed papers and invited speakers, a wide program of workshops and tutorials, a discovery challenge, a demo track and an industrial track.
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Uploaded videos:
Tutorials
Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008
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7883 Views
Knowledge Discovery from Evolving Data
Oct 10, 2008
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4411 Views
Data Mining for Anomaly Detection
Oct 10, 2008
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30915 Views
The Regularization Frontier in Machine Learning
Oct 10, 2008
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6072 Views
Opening and Awards
Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008
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2838 Views
Invited Talks
Data Clustering: 50 Years Beyond K-means
Oct 10, 2008
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22243 Views
Learning language from its perceptual context
Oct 10, 2008
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6715 Views
Industrial data mining, Challenges and perspectives
Oct 10, 2008
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5590 Views
The role of hierarchies in exploratory data mining
Oct 10, 2008
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4224 Views
From Microscopy Images to Models of Cellular Processes
Mar 29, 2010
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3804 Views
Support Vector Machines
Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008
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3538 Views
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008
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3639 Views
A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008
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4516 Views
Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008
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3969 Views
Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008
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4421 Views
Matrix Factorization
The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008
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5140 Views
A Unified View of Matrix Factorization Models
Oct 10, 2008
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6815 Views
Improving Maximum Margin Matrix Factorization
Oct 10, 2008
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6863 Views
Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008
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4596 Views
Discovery
Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008
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4676 Views
Exceptional Model Mining
Oct 10, 2008
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3379 Views
Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008
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3679 Views
Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008
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6061 Views
Industrial Session
Fraud Risk Management in Practice
Oct 10, 2008
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5816 Views
Industrial Session 2
Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008
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2922 Views
Classification 2
Learning Decision Trees for Unbalanced Data
Oct 10, 2008
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8834 Views
One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008
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5901 Views
Ranking the Uniformity of Interval Pairs
Oct 10, 2008
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3408 Views
Learning and Mining Text and NLP
A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008
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12202 Views
A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008
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3418 Views
Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008
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4402 Views
A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008
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4028 Views
Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008
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6368 Views
Clustering 2
Large-Scale Clustering through Functional Embedding
Oct 10, 2008
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3801 Views
Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008
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3246 Views
Clustering Distributed Sensor Data Streams
Oct 10, 2008
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5633 Views
Data Streaming with Affinity Propagation
Oct 10, 2008
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7729 Views
Multi Relational
Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008
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3871 Views
A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008
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3453 Views
Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008
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7426 Views