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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31230 views

Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008
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7903 views

The Regularization Frontier in Machine Learning
Oct 10, 2008
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6090 views

Knowledge Discovery from Evolving Data
Oct 10, 2008
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4444 views
Opening and Awards

Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008
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2846 views
Invited Talks

Learning language from its perceptual context
Oct 10, 2008
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6758 views

From Microscopy Images to Models of Cellular Processes
Mar 29, 2010
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3821 views

Data Clustering: 50 Years Beyond K-means
Oct 10, 2008
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22281 views

Industrial data mining, Challenges and perspectives
Oct 10, 2008
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5603 views

The role of hierarchies in exploratory data mining
Oct 10, 2008
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4236 views
Support Vector Machines

Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008
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3647 views

Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008
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4431 views

Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008
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3979 views

Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008
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3547 views

A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008
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4525 views
Matrix Factorization

Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008
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4609 views

Improving Maximum Margin Matrix Factorization
Oct 10, 2008
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6877 views

A Unified View of Matrix Factorization Models
Oct 10, 2008
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6823 views

The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008
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5157 views
Discovery

Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008
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6072 views

Exceptional Model Mining
Oct 10, 2008
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3390 views

Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008
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4697 views

Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008
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3690 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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5840 views
Industrial Session 2

Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008
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2931 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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3412 views

One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008
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5912 views

Learning Decision Trees for Unbalanced Data
Oct 10, 2008
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8853 views
Learning and Mining Text and NLP

Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008
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4409 views

Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008
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6376 views

A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008
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12220 views

A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008
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3429 views

A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008
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4038 views
Clustering 2

Data Streaming with Affinity Propagation
Oct 10, 2008
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7764 views

Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008
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3259 views

Large-Scale Clustering through Functional Embedding
Oct 10, 2008
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3812 views

Clustering Distributed Sensor Data Streams
Oct 10, 2008
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5644 views
Multi Relational

Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008
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3887 views

A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008
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3465 views

Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008
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7460 views