European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Warsaw 2007
94 Lectures · Sep 17, 2007
About
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.
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Uploaded videos:
Invited talks
Learning, Information Extraction and the Web
Jan 28, 2008
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10758 Views
Mining Queries
Jan 28, 2008
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8266 Views
Putting Things in Order: On the Fundamental Role of Ranking in Classification an...
Jan 28, 2008
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12032 Views
Adventures in Personalized Information Access
Jan 30, 2008
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3634 Views
Award Session
Probabilistic Explanation Based Learning
Jan 28, 2008
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3649 Views
Efficient AUC Optimization for classification
Jan 30, 2008
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4045 Views
Bridged Refinement for Transfer Learning
Jan 28, 2008
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4640 Views
Additive Groves of Regression Trees
Jan 28, 2008
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5424 Views
Efficient AUC Optimization for Classification
Jan 28, 2008
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3022 Views
Structure Learning
Efficient Computation of Recursive Principal Component Analysis
Jan 28, 2008
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5192 Views
Text Mining
Classification of Web Documents Using a Graph-Based Model
Jan 28, 2008
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3304 Views
Learning to Classify Documents with Only a Small Positive Training Set
Jan 28, 2008
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3489 Views
Using the Web to Reduce Data Sparseness in Pattern-based Information
Jan 28, 2008
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3978 Views
Text Mining/Unlabeled Data
Site-Independent Template-Block Detection
Jan 28, 2008
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3226 Views
Social Networks/Bayesian Networks
Shrinkage Estimator for Bayesian Network Parametrs
Jan 30, 2008
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4906 Views
An Algorithm to find OverlappingCommunity Structure in Networks
Jan 30, 2008
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5285 Views
Bayesian Substructure Learning - Approximate Learning of Very Large Network Stru...
Jan 30, 2008
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3358 Views
Clustering
Clustering Trees with Instance Level Constraints
Jan 29, 2008
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3376 Views
Context-specific Independence Mixture Modelling for Protein Families
Jan 29, 2008
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3255 Views
A Prediction-based Visual Approach for Cluster Exploration and Cluster Valadatio...
Jan 29, 2008
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4061 Views
Dimensionality Reduction
Stability based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
Feb 04, 2008
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3193 Views
Fast optimization for L1 Regularization: Evaluation and Two New Approaches
Jan 30, 2008
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4769 Views
Dimensionality Reduction/Reinforcement Learning
Classification in Very High Dimensional Problems with Handfuls of Examples
Jan 30, 2008
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3646 Views
Speeding up Feature Subset Selection through Mutual Information Relevance Filter...
Jan 30, 2008
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3483 Views
Privacy Preserved
Feb 07, 2008
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3362 Views
Association Mining in Large Databases: A Re-examination of Its Measures
Feb 06, 2008
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4759 Views
Pre-processing Large Spatial Data Sets with Bayesian Methods
Feb 07, 2008
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3163 Views
Beyond String Search: Fast and Accurate Retrieval of Entities and Dependencies
Jan 28, 2008
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5314 Views
Fighting Spam under Attack: Some Notes from the Field
Jan 28, 2008
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3451 Views
Nonparametric Relational Learning with Applications to Decision Support and Bioi...
Jan 28, 2008
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3451 Views
Web Spam Challenge 2007 Track II - Secure Computing Corporation Research
Jan 28, 2008
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5678 Views
France Telecom RD Submissions
Jan 28, 2008
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3115 Views
Flexible Grid-Based Clustering
Jan 28, 2008
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3174 Views
Polyp Detection in Endoscopic Video using SVMs
Jan 28, 2008
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3953 Views
A Gaphical Model for Content Based Image Suggestion and Feature Selection
Jan 30, 2008
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3797 Views
Efficient Continuos-Time Reinforcement Learning with Adaptive State Graphs
Jan 30, 2008
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3356 Views
Realistic Synthetic Data for Testing Association Rule Mining Algorithms for Mark...
Feb 06, 2008
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5068 Views
Learning Multi-Dimensional Functions: Gas Turbine Engine Modeling
Feb 06, 2008
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3987 Views
Constructing High Dimensional Feature Space for Time Series Classification
Feb 06, 2008
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5044 Views
A Method for Multi-relational Classification Using Single and Multi-feature Aggr...
Feb 06, 2008
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3400 Views
MINI: Mining Informative Non-redundant Itemsets
Feb 06, 2008
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4231 Views
Automatic Hidden Web Database Classification
Feb 06, 2008
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3122 Views
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domain...
Feb 06, 2008
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3925 Views
The Most Reliable Subgraph Problem
Feb 06, 2008
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2908 Views
Tag Recommendations in Folksonomies
Feb 06, 2008
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3143 Views
Multilevel Conditional Fuzzy C-Means Clustering of XML Documents
Feb 06, 2008
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3936 Views
Uncovering Fraud in Direct Marketing Data with a Fraud Auditing Case Builder
Feb 06, 2008
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3411 Views
Real Time GPU-Based Fuzzy ART Skin Recognition
Feb 06, 2008
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6558 Views
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals
Feb 06, 2008
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4334 Views
Robust Visual Mining of Data with Error Information
Feb 06, 2008
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5166 Views
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors
Feb 06, 2008
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3015 Views
Utility-Based Regression
Feb 06, 2008
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4097 Views
Separating Precision and Mean in Dirichlet-enhanced High-order Markov Models
Jan 29, 2008
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3977 Views
Efficient Weight Learning for Markov Logic Networks
Jan 29, 2008
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5024 Views
Constraint Selection by Committee: An Ensemble Approach to Identifying Informati...
Jan 29, 2008
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3332 Views
Seeing the Forest through the Trees: Learning a Comprehensible Model from an Ens...
Jan 29, 2008
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3373 Views
Random k-Labelsets: An Ensemble Method for Multilabel Classification
Jan 29, 2008
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5842 Views
PQStream: a data stream architecture for electrical power quality
Jan 29, 2008
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4220 Views
S-means: similarity driven clustering and its application in gravitational-wave ...
Jan 29, 2008
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4671 Views
A Semi-fuzzy approach for online divisive-agglomerative clustering
Jan 29, 2008
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4711 Views
Resource -aware distributed online data mining for wireless sensor networks
Jan 29, 2008
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5183 Views
Quasi-Incremental Bayesian Classifier
Jan 29, 2008
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3166 Views
Enhanced Anytime Algorithm for Induction of Oblivious Decision Trees
Jan 29, 2008
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4445 Views
Efficient Secure Query Processing in XML Data Stream
Jan 29, 2008
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3565 Views
Learning an Outlier-Robust Kalman Filter
Jan 29, 2008
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12873 Views
A Model for Quality Guaranteed Resource-Aware Stream Mining
Jan 29, 2008
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3432 Views
An architecture for context-aware adaptive data stream mining
Jan 29, 2008
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5525 Views
Learning novel concepts: beyond one-class
Jan 29, 2008
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3222 Views
Discovering Emerging Patterns in Spatial Databases: a Multi-Relational Approach
Jan 28, 2008
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3486 Views
Efficient Closed Pattern Mining in Strongly Accessible Set Systems
Jan 28, 2008
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3114 Views
Spectral Clustering and Embedding with Hidden Markov Models
Jan 29, 2008
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7152 Views
Plenary session-ECML poster highlights
Feb 04, 2008
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4334 Views
Approximating Gaussian Processes with H2-matrices
Jan 29, 2008
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3172 Views
Learning to Detect Adverse…
Jan 30, 2008
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3080 Views
Privacy Preserving Market Basket Data Analysis
Jan 30, 2008
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3429 Views
Towards data mining without Information on Knowledge Structure
Jan 30, 2008
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3106 Views
Generating Social Network Features for Link-based Classification
Jan 30, 2008
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4190 Views
Multi-label Lazy Associative Classification
Feb 06, 2008
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3164 Views
Diskriminative Sequence Labeling by Z-score Optimization
Jan 29, 2008
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4604 Views
Expectation Propagation for Rating Players in Sports Competitions
Jan 28, 2008
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4215 Views
Learning Partially Observable Markov Model from First Passage Times
Jan 29, 2008
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3205 Views
Graph Labelling Workshop and Web Spam Challenge – GRAPHLAB’07
Introduction to Graph Labelling Workshop and Web spam Challenge
Jan 28, 2008
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4098 Views
Semi-Supervised Learning: A Comparative Study for Web Spam and Telephone User Ch...
Jan 28, 2008
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3066 Views
A Fast Method to Predict the Labeling of a Tree
Jan 28, 2008
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3196 Views
Diffusion Learning Machines
Jan 28, 2008
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3487 Views
Poster Session
A Density-Biased Sampling Technique to Improve Cluster Representativeness
Jan 28, 2008
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3386 Views
Tutorials
Discovering and Tracking User Communities
Jan 28, 2008
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3800 Views
State of the Art in Data Stream Mining
Jan 29, 2008
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7469 Views
State of the Art in Data Stream Mining
Jan 29, 2008
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10843 Views
Discovering and Tracking User Communities
Jan 28, 2008
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3136 Views
Discovering and Tracking User Communities
Jan 28, 2008
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3161 Views
Mining Large Graphs: Laws and Tools
Jan 28, 2008
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37324 Views
An Introduction to Statistical Relational Learning
Jan 30, 2008
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15410 Views
6th Workshop on Multi-Relational Data Mining - MRDM 2007
Relational Transformation-based Tagging for Human Activity Recognition
Jan 29, 2008
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3440 Views