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.
Videos
Tutorials

Data Mining for Anomaly Detection
Oct 10, 2008
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31151 views

Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008
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7897 views

The Regularization Frontier in Machine Learning
Oct 10, 2008
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6082 views

Knowledge Discovery from Evolving Data
Oct 10, 2008
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4431 views
Opening and Awards

Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008
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2845 views
Invited Talks

Learning language from its perceptual context
Oct 10, 2008
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6751 views

From Microscopy Images to Models of Cellular Processes
Mar 29, 2010
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3819 views

Data Clustering: 50 Years Beyond K-means
Oct 10, 2008
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22260 views

Industrial data mining, Challenges and perspectives
Oct 10, 2008
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5597 views

The role of hierarchies in exploratory data mining
Oct 10, 2008
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4230 views
Support Vector Machines

Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008
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3644 views

Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008
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4429 views

Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008
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3978 views

Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008
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3544 views

A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008
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4521 views
Matrix Factorization

Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008
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4605 views

Improving Maximum Margin Matrix Factorization
Oct 10, 2008
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6868 views

A Unified View of Matrix Factorization Models
Oct 10, 2008
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6820 views

The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008
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5155 views
Discovery

Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008
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6069 views

Exceptional Model Mining
Oct 10, 2008
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3387 views

Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008
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4688 views

Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008
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3687 views
Industrial Session

From Yale to RapidMiner: A Guide on How to Live on Free Data Mining Software
Oct 10, 2008
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768 views

Fraud Risk Management in Practice
Oct 10, 2008
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5835 views
Industrial Session 2

Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008
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2929 views

Machine Learning Considered Effective for Commercial Document Understanding Sy...
Feb 18, 2024
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0 views
Classification 2

Ranking the Uniformity of Interval Pairs
Oct 10, 2008
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3410 views

One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008
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5909 views

Learning Decision Trees for Unbalanced Data
Oct 10, 2008
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8848 views
Learning and Mining Text and NLP

Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008
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4408 views

Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008
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6374 views

A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008
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12216 views

A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008
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3426 views

A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008
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4036 views
Clustering 2

Data Streaming with Affinity Propagation
Oct 10, 2008
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7751 views

Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008
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3256 views

Large-Scale Clustering through Functional Embedding
Oct 10, 2008
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3809 views

Clustering Distributed Sensor Data Streams
Oct 10, 2008
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5642 views
Multi Relational

Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008
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3882 views

A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008
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3463 views

Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008
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7448 views