Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III /
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2010.
|
| Σειρά: | Lecture Notes in Computer Science,
6323 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Regular Papers
- Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations
- Unsupervised Trajectory Sampling
- Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function Variations
- Large Margin Learning of Bayesian Classifiers Based on Gaussian Mixture Models
- Learning with Ensembles of Randomized Trees : New Insights
- Entropy and Margin Maximization for Structured Output Learning
- Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
- Adapting Decision DAGs for Multipartite Ranking
- Fast and Scalable Algorithms for Semi-supervised Link Prediction on Static and Dynamic Graphs
- Modeling Relations and Their Mentions without Labeled Text
- An Efficient and Scalable Algorithm for Local Bayesian Network Structure Discovery
- Selecting Information Diffusion Models over Social Networks for Behavioral Analysis
- Learning Sparse Gaussian Markov Networks Using a Greedy Coordinate Ascent Approach
- Online Structural Graph Clustering Using Frequent Subgraph Mining
- Large-Scale Support Vector Learning with Structural Kernels
- Synchronization Based Outlier Detection
- Laplacian Spectrum Learning
- k-Version-Space Multi-class Classification Based on k-Consistency Tests
- Complexity Bounds for Batch Active Learning in Classification
- Semi-supervised Projection Clustering with Transferred Centroid Regularization
- Permutation Testing Improves Bayesian Network Learning
- Example-dependent Basis Vector Selection for Kernel-Based Classifiers
- Surprising Patterns for the Call Duration Distribution of Mobile Phone Users
- Variational Bayesian Mixture of Robust CCA Models
- Adverse Drug Reaction Mining in Pharmacovigilance Data Using Formal Concept Analysis
- Topic Models Conditioned on Relations
- Shift-Invariant Grouped Multi-task Learning for Gaussian Processes
- Nonparametric Bayesian Clustering Ensembles
- Directed Graph Learning via High-Order Co-linkage Analysis
- Incorporating Domain Models into Bayesian Optimization for RL
- Efficient and Numerically Stable Sparse Learning
- Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
- Many-to-Many Graph Matching: A Continuous Relaxation Approach
- Competitive Online Generalized Linear Regression under Square Loss
- Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
- Fast, Effective Molecular Feature Mining by Local Optimization
- Demo Papers
- AnswerArt - Contextualized Question Answering
- Real-Time News Recommender System
- CET: A Tool for Creative Exploration of Graphs
- NewsGist: A Multilingual Statistical News Summarizer
- QUEST: Query Expansion Using Synonyms over Time
- Flu Detector - Tracking Epidemics on Twitter
- X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction
- SOREX: Subspace Outlier Ranking Exploration Toolkit
- KDTA: Automated Knowledge-Driven Text Annotation
- Detecting Events in a Million New York Times Articles
- Experience STORIES: A Visual News Search and Summarization System
- Exploring Real Mobility Data with M-Atlas.
