European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Warsaw 2007
98 Videos · 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.
Videos
Invited talks
Putting Things in Order: On the Fundamental Role of Ranking in Classification an...
Jan 28, 2008 12093 views
Mining Queries
Jan 28, 2008 8284 views
Learning, Information Extraction and the Web
Jan 28, 2008 10791 views
Adventures in Personalized Information Access
Jan 30, 2008 3652 views
Award Session
Bridged Refinement for Transfer Learning
Jan 28, 2008 4661 views
Efficient AUC Optimization for classification
Jan 30, 2008 4060 views
Additive Groves of Regression Trees
Jan 28, 2008 5446 views
Efficient AUC Optimization for Classification
Jan 28, 2008 3032 views
Probabilistic Explanation Based Learning
Jan 28, 2008 3656 views
Structure Learning
Efficient Computation of Recursive Principal Component Analysis
Jan 28, 2008 5203 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 3502 views
Classification of Web Documents Using a Graph-Based Model
Jan 28, 2008 3317 views
Using the Web to Reduce Data Sparseness in Pattern-based Information
Jan 28, 2008 3994 views
Text Mining/Unlabeled Data
Site-Independent Template-Block Detection
Jan 28, 2008 3247 views
Social Networks/Bayesian Networks
Bayesian Substructure Learning - Approximate Learning of Very Large Network Stru...
Jan 30, 2008 3375 views
An Algorithm to find OverlappingCommunity Structure in Networks
Jan 30, 2008 5301 views
Shrinkage Estimator for Bayesian Network Parametrs
Jan 30, 2008 4923 views
Clustering
Clustering Trees with Instance Level Constraints
Jan 29, 2008 3388 views
Context-specific Independence Mixture Modelling for Protein Families
Jan 29, 2008 3270 views
A Prediction-based Visual Approach for Cluster Exploration and Cluster Valadatio...
Jan 29, 2008 4071 views
Dimensionality Reduction
Stability based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
Feb 4, 2008 3209 views
Fast optimization for L1 Regularization: Evaluation and Two New Approaches
Jan 30, 2008 4791 views
Dimensionality Reduction/Reinforcement Learning
Learning an Outlier-Robust Kalman Filter
Jan 29, 2008 12933 views
Nonparametric Relational Learning with Applications to Decision Support and Bioi...
Jan 28, 2008 3462 views
Privacy Preserving Market Basket Data Analysis
Jan 30, 2008 3442 views
Efficient Continuos-Time Reinforcement Learning with Adaptive State Graphs
Jan 30, 2008 3379 views
Efficient Secure Query Processing in XML Data Stream
Jan 29, 2008 3588 views
Enhanced Anytime Algorithm for Induction of Oblivious Decision Trees
Jan 29, 2008 4462 views
S-means: similarity driven clustering and its application in gravitational-wave ...
Jan 29, 2008 4697 views
Uncovering Fraud in Direct Marketing Data with a Fraud Auditing Case Builder
Feb 6, 2008 3426 views
PQStream: a data stream architecture for electrical power quality
Jan 29, 2008 4244 views
Automatic Hidden Web Database Classification
Feb 6, 2008 3139 views
Towards data mining without Information on Knowledge Structure
Jan 30, 2008 3119 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 5084 views
Random k-Labelsets: An Ensemble Method for Multilabel Classification
Jan 29, 2008 5875 views
Utility-Based Regression
Feb 6, 2008 4116 views
A Model for Quality Guaranteed Resource-Aware Stream Mining
Jan 29, 2008 3452 views
Robust Visual Mining of Data with Error Information
Feb 6, 2008 5186 views
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals
Feb 6, 2008 4351 views
Classification in Very High Dimensional Problems with Handfuls of Examples
Jan 30, 2008 3665 views
Separating Precision and Mean in Dirichlet-enhanced High-order Markov Models
Jan 29, 2008 4002 views
Expectation Propagation for Rating Players in Sports Competitions
Jan 28, 2008 4238 views
France Telecom RD Submissions
Jan 28, 2008 3129 views
Beyond String Search: Fast and Accurate Retrieval of Entities and Dependencies
Jan 28, 2008 5325 views
Multilevel Conditional Fuzzy C-Means Clustering of XML Documents
Feb 6, 2008 3948 views
Learning to Detect Adverse…
Jan 30, 2008 3089 views
Fighting Spam under Attack: Some Notes from the Field
Jan 28, 2008 3477 views
The Most Reliable Subgraph Problem
Feb 6, 2008 2929 views
Plenary session-ECML poster highlights
Feb 4, 2008 4352 views
Multi-label Lazy Associative Classification
Feb 6, 2008 3178 views
Efficient Weight Learning for Markov Logic Networks
Jan 29, 2008 5055 views
Tag Recommendations in Folksonomies
Feb 6, 2008 3158 views
Constraint Selection by Committee: An Ensemble Approach to Identifying Informati...
Jan 29, 2008 3342 views
Learning Partially Observable Markov Model from First Passage Times
Jan 29, 2008 3227 views
Polyp Detection in Endoscopic Video using SVMs
Jan 28, 2008 3974 views
Flexible Grid-Based Clustering
Jan 28, 2008 3199 views
Learning novel concepts: beyond one-class
Jan 29, 2008 3242 views
Approximating Gaussian Processes with H2-matrices
Jan 29, 2008 3188 views
Generating Social Network Features for Link-based Classification
Jan 30, 2008 4213 views
Diskriminative Sequence Labeling by Z-score Optimization
Jan 29, 2008 4619 views
Quasi-Incremental Bayesian Classifier
Jan 29, 2008 3189 views
Seeing the Forest through the Trees: Learning a Comprehensible Model from an Ens...
Jan 29, 2008 3389 views
An architecture for context-aware adaptive data stream mining
Jan 29, 2008 5542 views
A Method for Multi-relational Classification Using Single and Multi-feature Aggr...
Feb 6, 2008 3412 views
MINI: Mining Informative Non-redundant Itemsets
Feb 6, 2008 4249 views
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domain...
Feb 6, 2008 3941 views
A Gaphical Model for Content Based Image Suggestion and Feature Selection
Jan 30, 2008 3835 views
Learning Multi-Dimensional Functions: Gas Turbine Engine Modeling
Feb 6, 2008 4007 views
Speeding up Feature Subset Selection through Mutual Information Relevance Filter...
Jan 30, 2008 3498 views
Efficient Closed Pattern Mining in Strongly Accessible Set Systems
Jan 28, 2008 3127 views
Resource -aware distributed online data mining for wireless sensor networks
Jan 29, 2008 5201 views
Discovering Emerging Patterns in Spatial Databases: a Multi-Relational Approach
Jan 28, 2008 3503 views
A Semi-fuzzy approach for online divisive-agglomerative clustering
Jan 29, 2008 4729 views
Privacy Preserved
Feb 7, 2008 3371 views
Web Spam Challenge 2007 Track II - Secure Computing Corporation Research
Jan 28, 2008 5722 views
Association Mining in Large Databases: A Re-examination of Its Measures
Feb 6, 2008 4783 views
Spectral Clustering and Embedding with Hidden Markov Models
Jan 29, 2008 7170 views
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors
Feb 6, 2008 3027 views
Real Time GPU-Based Fuzzy ART Skin Recognition
Feb 6, 2008 6579 views
Pre-processing Large Spatial Data Sets with Bayesian Methods
Feb 7, 2008 3180 views
Constructing High Dimensional Feature Space for Time Series Classification
Feb 6, 2008 5059 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 3085 views
Introduction to Graph Labelling Workshop and Web spam Challenge
Jan 28, 2008 4116 views
Diffusion Learning Machines
Jan 28, 2008 3509 views
A Fast Method to Predict the Labeling of a Tree
Jan 28, 2008 3208 views
Poster Session
A Density-Biased Sampling Technique to Improve Cluster Representativeness
Jan 28, 2008 3403 views
Tutorials
Mining Large Graphs: Laws and Tools
Jan 28, 2008 37488 views
State of the Art in Data Stream Mining
Jan 29, 2008 10864 views
Discovering and Tracking User Communities
Jan 28, 2008 3838 views
Discovering and Tracking User Communities
Jan 28, 2008 3156 views
Discovering and Tracking User Communities
Jan 28, 2008 3192 views
State of the Art in Data Stream Mining
Jan 29, 2008 7516 views
An Introduction to Statistical Relational Learning
Jan 30, 2008 15476 views
6th Workshop on Multi-Relational Data Mining - MRDM 2007
Relational Transformation-based Tagging for Human Activity Recognition
Jan 29, 2008 3457 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