European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp 2008
42 Videos · 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.
Videos
Tutorials
Data Mining for Anomaly Detection
Oct 10, 2008 31503 views
Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Netw...
Oct 10, 2008 7924 views
The Regularization Frontier in Machine Learning
Oct 10, 2008 6113 views
Knowledge Discovery from Evolving Data
Oct 10, 2008 4485 views
Opening and Awards
Ecml/Pkdd 2008 Opening and Awards Ceremony
Oct 10, 2008 2860 views
Invited Talks
Learning language from its perceptual context
Oct 10, 2008 6786 views
From Microscopy Images to Models of Cellular Processes
Mar 29, 2010 3838 views
Data Clustering: 50 Years Beyond K-means
Oct 10, 2008 22308 views
Industrial data mining, Challenges and perspectives
Oct 10, 2008 5619 views
The role of hierarchies in exploratory data mining
Oct 10, 2008 4261 views
Support Vector Machines
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Oct 10, 2008 3665 views
Sequence Labelling SVMs Trained in One Pass
Oct 10, 2008 4453 views
Cascade RSVM in Peer-to-Peer Networks
Oct 10, 2008 3992 views
Improving Classification with Pairwise Constraints: A Margin-based Approach
Oct 10, 2008 3560 views
A Fast Method for Training Linear SVM in the Primal
Oct 10, 2008 4541 views
Matrix Factorization
Learning Bidirectional Similarity for Collaborative Filtering
Oct 10, 2008 4618 views
Improving Maximum Margin Matrix Factorization
Oct 10, 2008 6893 views
A Unified View of Matrix Factorization Models
Oct 10, 2008 6847 views
The Boolean Column and Column-Row Matrix Decompositions
Oct 10, 2008 5173 views
Discovery
Multiple Manifold Learning Framework based on Hierarchical Mixture Density Model
Oct 10, 2008 6084 views
Exceptional Model Mining
Oct 10, 2008 3403 views
Mining Edge-Weighted Call Graphs to Localise Software Bugs
Oct 10, 2008 4719 views
Tight Optimistic Estimates for Fast Subgroup Discovery
Oct 10, 2008 3707 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 5848 views
Industrial Session 2
Semantic Unification in a Real-World Data Flow for Delivering Business Intelli...
Oct 10, 2008 2948 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 3425 views
One-class Classification by Combining Density and Class Probability Estimation
Oct 10, 2008 5934 views
Learning Decision Trees for Unbalanced Data
Oct 10, 2008 8870 views
Learning and Mining Text and NLP
Towards Machine Learning of Grammars and Compilers of Programming Languages
Oct 10, 2008 4418 views
Bootstrapping Information Extraction from Semi-structured Web Pages
Oct 10, 2008 6392 views
A Genetic Algorithm for Text Classification Rule Induction
Oct 10, 2008 12241 views
A Joint Topic and Perspective Model for Ideological Discourse
Oct 10, 2008 3447 views
A Joint Segmenting and Labeling Approach for Chinese Lexical Analysis
Oct 10, 2008 4043 views
Clustering 2
Data Streaming with Affinity Propagation
Oct 10, 2008 7796 views
Mixed Bregman Clustering with Approximation Guarantees
Oct 10, 2008 3280 views
Large-Scale Clustering through Functional Embedding
Oct 10, 2008 3824 views
Clustering Distributed Sensor Data Streams
Oct 10, 2008 5653 views
Multi Relational
Parameter Learning in Probabilistic Databases: A Least Squares Approach
Oct 10, 2008 3906 views
A Simple Model for Sequences of Relational State Descriptions
Oct 10, 2008 3479 views
Extracting Semantic Networks from Text via Relational Clustering
Oct 10, 2008 7483 views