Sep 17, 2007 
98 videos 
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Warsaw 2007
The 18th European Conference on Machine Learning (ECML) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) were co-located in Warsaw, Poland, from September 17th to 21st, 2007.
The ECML/PKDD conference series intends to provide an international forum for the discussion of the latest high quality research results and is the major European scientific event in the field. The combined event comprised of presentations of contributed papers and invited talks, a wide program of workshops and tutorials, discovery challenge and industrial track.
Invited talks
Putting Things in Order: On the Fundamental Role of Ranking in Classification an...
Jan 28, 2008 12098 views
Mining Queries
Jan 28, 2008 8288 views
Learning, Information Extraction and the Web
Jan 28, 2008 10794 views
Adventures in Personalized Information Access
Jan 30, 2008 3661 views
Award Session
Bridged Refinement for Transfer Learning
Jan 28, 2008 4665 views
Efficient AUC Optimization for classification
Jan 30, 2008 4061 views
Additive Groves of Regression Trees
Jan 28, 2008 5457 views
Efficient AUC Optimization for Classification
Jan 28, 2008 3034 views
Probabilistic Explanation Based Learning
Jan 28, 2008 3661 views
Structure Learning
Efficient Computation of Recursive Principal Component Analysis
Jan 28, 2008 5205 views
Structure Learning of Probabilistic Relational Models from Incomplete
Feb 18, 2024 0 views
Text Mining
Learning to Classify Documents with Only a Small Positive Training Set
Jan 28, 2008 3506 views
Classification of Web Documents Using a Graph-Based Model
Jan 28, 2008 3320 views
Using the Web to Reduce Data Sparseness in Pattern-based Information
Jan 28, 2008 3997 views
Text Mining/Unlabeled Data
Site-Independent Template-Block Detection
Jan 28, 2008 3264 views
Social Networks/Bayesian Networks
Bayesian Substructure Learning - Approximate Learning of Very Large Network Stru...
Jan 30, 2008 3379 views
An Algorithm to find OverlappingCommunity Structure in Networks
Jan 30, 2008 5305 views
Shrinkage Estimator for Bayesian Network Parametrs
Jan 30, 2008 4929 views
Clustering
Clustering Trees with Instance Level Constraints
Jan 29, 2008 3390 views
Context-specific Independence Mixture Modelling for Protein Families
Jan 29, 2008 3273 views
A Prediction-based Visual Approach for Cluster Exploration and Cluster Valadatio...
Jan 29, 2008 4076 views
Dimensionality Reduction
Stability based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
Feb 4, 2008 3212 views
Fast optimization for L1 Regularization: Evaluation and Two New Approaches
Jan 30, 2008 4795 views
Dimensionality Reduction/Reinforcement Learning
Learning an Outlier-Robust Kalman Filter
Jan 29, 2008 12941 views
Nonparametric Relational Learning with Applications to Decision Support and Bioi...
Jan 28, 2008 3465 views
Privacy Preserving Market Basket Data Analysis
Jan 30, 2008 3448 views
Efficient Continuos-Time Reinforcement Learning with Adaptive State Graphs
Jan 30, 2008 3383 views
Efficient Secure Query Processing in XML Data Stream
Jan 29, 2008 3591 views
Enhanced Anytime Algorithm for Induction of Oblivious Decision Trees
Jan 29, 2008 4465 views
S-means: similarity driven clustering and its application in gravitational-wave ...
Jan 29, 2008 4701 views
Uncovering Fraud in Direct Marketing Data with a Fraud Auditing Case Builder
Feb 6, 2008 3429 views
PQStream: a data stream architecture for electrical power quality
Jan 29, 2008 4247 views
Automatic Hidden Web Database Classification
Feb 6, 2008 3142 views
Towards data mining without Information on Knowledge Structure
Jan 30, 2008 3122 views
Visual Exploration of Genomic Data
Feb 6, 2008 483 views
Realistic Synthetic Data for Testing Association Rule Mining Algorithms for Mark...
Feb 6, 2008 5087 views
Random k-Labelsets: An Ensemble Method for Multilabel Classification
Jan 29, 2008 5882 views
Utility-Based Regression
Feb 6, 2008 4118 views
A Model for Quality Guaranteed Resource-Aware Stream Mining
Jan 29, 2008 3456 views
Robust Visual Mining of Data with Error Information
Feb 6, 2008 5191 views
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals
Feb 6, 2008 4355 views
Classification in Very High Dimensional Problems with Handfuls of Examples
Jan 30, 2008 3675 views
Separating Precision and Mean in Dirichlet-enhanced High-order Markov Models
Jan 29, 2008 4008 views
Expectation Propagation for Rating Players in Sports Competitions
Jan 28, 2008 4243 views
France Telecom RD Submissions
Jan 28, 2008 3132 views
Beyond String Search: Fast and Accurate Retrieval of Entities and Dependencies
Jan 28, 2008 5328 views
Multilevel Conditional Fuzzy C-Means Clustering of XML Documents
Feb 6, 2008 3953 views
Learning to Detect Adverse…
Jan 30, 2008 3092 views
Fighting Spam under Attack: Some Notes from the Field
Jan 28, 2008 3485 views
The Most Reliable Subgraph Problem
Feb 6, 2008 2934 views
Plenary session-ECML poster highlights
Feb 4, 2008 4356 views
Multi-label Lazy Associative Classification
Feb 6, 2008 3182 views
Efficient Weight Learning for Markov Logic Networks
Jan 29, 2008 5060 views
Tag Recommendations in Folksonomies
Feb 6, 2008 3162 views
Constraint Selection by Committee: An Ensemble Approach to Identifying Informati...
Jan 29, 2008 3345 views
Learning Partially Observable Markov Model from First Passage Times
Jan 29, 2008 3233 views
Polyp Detection in Endoscopic Video using SVMs
Jan 28, 2008 3976 views
Flexible Grid-Based Clustering
Jan 28, 2008 3202 views
Learning novel concepts: beyond one-class
Jan 29, 2008 3245 views
Approximating Gaussian Processes with H2-matrices
Jan 29, 2008 3191 views
Generating Social Network Features for Link-based Classification
Jan 30, 2008 4215 views
Diskriminative Sequence Labeling by Z-score Optimization
Jan 29, 2008 4622 views
Quasi-Incremental Bayesian Classifier
Jan 29, 2008 3194 views
Seeing the Forest through the Trees: Learning a Comprehensible Model from an Ens...
Jan 29, 2008 3400 views
An architecture for context-aware adaptive data stream mining
Jan 29, 2008 5549 views
A Method for Multi-relational Classification Using Single and Multi-feature Aggr...
Feb 6, 2008 3415 views
MINI: Mining Informative Non-redundant Itemsets
Feb 6, 2008 4253 views
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domain...
Feb 6, 2008 3946 views
A Gaphical Model for Content Based Image Suggestion and Feature Selection
Jan 30, 2008 3840 views
Learning Multi-Dimensional Functions: Gas Turbine Engine Modeling
Feb 6, 2008 4010 views
Speeding up Feature Subset Selection through Mutual Information Relevance Filter...
Jan 30, 2008 3502 views
Efficient Closed Pattern Mining in Strongly Accessible Set Systems
Jan 28, 2008 3129 views
Resource -aware distributed online data mining for wireless sensor networks
Jan 29, 2008 5205 views
Discovering Emerging Patterns in Spatial Databases: a Multi-Relational Approach
Jan 28, 2008 3506 views
A Semi-fuzzy approach for online divisive-agglomerative clustering
Jan 29, 2008 4732 views
Privacy Preserved
Feb 7, 2008 3376 views
Web Spam Challenge 2007 Track II - Secure Computing Corporation Research
Jan 28, 2008 5727 views
Association Mining in Large Databases: A Re-examination of Its Measures
Feb 6, 2008 4786 views
Spectral Clustering and Embedding with Hidden Markov Models
Jan 29, 2008 7177 views
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors
Feb 6, 2008 3032 views
Real Time GPU-Based Fuzzy ART Skin Recognition
Feb 6, 2008 6583 views
Pre-processing Large Spatial Data Sets with Bayesian Methods
Feb 7, 2008 3183 views
Constructing High Dimensional Feature Space for Time Series Classification
Feb 6, 2008 5062 views
Graph Labelling Workshop and Web Spam Challenge – GRAPHLAB’07
Semi-Supervised Learning: A Comparative Study for Web Spam and Telephone User Ch...
Jan 28, 2008 3087 views
Introduction to Graph Labelling Workshop and Web spam Challenge
Jan 28, 2008 4119 views
Diffusion Learning Machines
Jan 28, 2008 3515 views
A Fast Method to Predict the Labeling of a Tree
Jan 28, 2008 3210 views
Poster Session
A Density-Biased Sampling Technique to Improve Cluster Representativeness
Jan 28, 2008 3409 views
Tutorials
Mining Large Graphs: Laws and Tools
Jan 28, 2008 37503 views
State of the Art in Data Stream Mining
Jan 29, 2008 10867 views
Discovering and Tracking User Communities
Jan 28, 2008 3845 views
Discovering and Tracking User Communities
Jan 28, 2008 3162 views
Discovering and Tracking User Communities
Jan 28, 2008 3196 views
State of the Art in Data Stream Mining
Jan 29, 2008 7519 views
An Introduction to Statistical Relational Learning
Jan 30, 2008 15485 views
6th Workshop on Multi-Relational Data Mining - MRDM 2007
Relational Transformation-based Tagging for Human Activity Recognition
Jan 29, 2008 3459 views
Learning Similarity between Tree Structured Data: Application to Image Recogniti...
Sep 4, 2019 4 views
Webspam detection via semi-supervised gaph partitioning
Feb 18, 2024 0 views