Sep 15, 2008 
42 videos 
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp 2008
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.
Tutorials
Data Mining for Anomaly Detection
Oct 10, 2008 31540 views
Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008 7938 views
The Regularization Frontier in Machine Learning
Oct 10, 2008 6125 views
Knowledge Discovery from Evolving Data
Oct 10, 2008 4501 views
Opening and Awards
Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008 2864 views
Invited Talks
Learning language from its perceptual context
Oct 10, 2008 6788 views
From Microscopy Images to Models of Cellular Processes
Mar 29, 2010 3858 views
Data Clustering: 50 Years Beyond K-means
Oct 10, 2008 22312 views
Industrial data mining, Challenges and perspectives
Oct 10, 2008 5623 views
The role of hierarchies in exploratory data mining
Oct 10, 2008 4269 views
Support Vector Machines
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008 3667 views
Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008 4457 views
Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008 3999 views
Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008 3563 views
A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008 4544 views
Matrix Factorization
Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008 4621 views
Improving Maximum Margin Matrix Factorization
Oct 10, 2008 6899 views
A Unified View of Matrix Factorization Models
Oct 10, 2008 6854 views
The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008 5177 views
Discovery
Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008 6095 views
Exceptional Model Mining
Oct 10, 2008 3407 views
Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008 4721 views
Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008 3711 views
Industrial Session
From Yale to RapidMiner: A Guide on How to Live on Free Data Mining Software
Oct 10, 2008 768 views
Fraud Risk Management in Practice
Oct 10, 2008 5851 views
Industrial Session 2
Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008 2952 views
Machine Learning Considered Effective for Commercial Document Understanding Sy...
Feb 18, 2024 0 views
Classification 2
Ranking the Uniformity of Interval Pairs
Oct 10, 2008 3428 views
One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008 5940 views
Learning Decision Trees for Unbalanced Data
Oct 10, 2008 8878 views
Learning and Mining Text and NLP
Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008 4427 views
Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008 6413 views
A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008 12250 views
A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008 3453 views
A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008 4050 views
Clustering 2
Data Streaming with Affinity Propagation
Oct 10, 2008 7806 views
Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008 3283 views
Large-Scale Clustering through Functional Embedding
Oct 10, 2008 3840 views
Clustering Distributed Sensor Data Streams
Oct 10, 2008 5657 views
Multi Relational
Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008 3911 views
A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008 3501 views
Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008 7486 views