European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp 2008
40 Lectures · Sep 15, 2008
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.
Related categories
Uploaded videos:
Tutorials
Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008
·
7890 Views
Knowledge Discovery from Evolving Data
Oct 10, 2008
·
4420 Views
Data Mining for Anomaly Detection
Oct 10, 2008
·
31057 Views
The Regularization Frontier in Machine Learning
Oct 10, 2008
·
6077 Views
Opening and Awards
Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008
·
2842 Views
Invited Talks
Data Clustering: 50 Years Beyond K-means
Oct 10, 2008
·
22254 Views
Learning language from its perceptual context
Oct 10, 2008
·
6734 Views
Industrial data mining, Challenges and perspectives
Oct 10, 2008
·
5593 Views
The role of hierarchies in exploratory data mining
Oct 10, 2008
·
4227 Views
From Microscopy Images to Models of Cellular Processes
Mar 29, 2010
·
3811 Views
Support Vector Machines
Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008
·
3541 Views
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008
·
3641 Views
A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008
·
4519 Views
Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008
·
3974 Views
Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008
·
4425 Views
Matrix Factorization
The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008
·
5147 Views
A Unified View of Matrix Factorization Models
Oct 10, 2008
·
6816 Views
Improving Maximum Margin Matrix Factorization
Oct 10, 2008
·
6865 Views
Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008
·
4601 Views
Discovery
Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008
·
4682 Views
Exceptional Model Mining
Oct 10, 2008
·
3384 Views
Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008
·
3683 Views
Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008
·
6065 Views
Industrial Session
Fraud Risk Management in Practice
Oct 10, 2008
·
5823 Views
Industrial Session 2
Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008
·
2927 Views
Classification 2
Learning Decision Trees for Unbalanced Data
Oct 10, 2008
·
8843 Views
One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008
·
5904 Views
Ranking the Uniformity of Interval Pairs
Oct 10, 2008
·
3408 Views
Learning and Mining Text and NLP
A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008
·
12207 Views
A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008
·
3422 Views
Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008
·
4405 Views
A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008
·
4032 Views
Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008
·
6371 Views
Clustering 2
Large-Scale Clustering through Functional Embedding
Oct 10, 2008
·
3804 Views
Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008
·
3251 Views
Clustering Distributed Sensor Data Streams
Oct 10, 2008
·
5636 Views
Data Streaming with Affinity Propagation
Oct 10, 2008
·
7739 Views
Multi Relational
Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008
·
3874 Views
A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008
·
3458 Views
Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008
·
7435 Views