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Alípio Mário Jorge, Luís Torgo, Pavel Brazdil, Rui Camacho and João Gama
Front matter
1
Data Analysis in the Life Sciences — Sparking Ideas —
2
Machine Learning for Natural Language Processing (and Vice Versa?)
3-5
Statistical Relational Learning: An Inductive Logic Programming Perspective
6
Recent Advances in Mining Time Series Data
7
Focus the Mining Beacon: Lessons and Challenges from the World of E-Commerce
8-9
Data Streams and Data Synopses for Massive Data Sets (Invited Talk)
10-21
k-Anonymous Patterns
22-33
Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern Mining
34-45
Generating Dynamic Higher-Order Markov Models in Web Usage Mining
46-58
Tree2 – Decision Trees for Tree Structured Data
59-70
Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results
71-83
Cluster Aggregate Inequality and Multi-level Hierarchical Clustering
84-95
Ensembles of Balanced Nested Dichotomies for Multi-class Problems
96-107
Protein Sequence Pattern Mining with Constraints
108-120
An Adaptive Nearest Neighbor Classification Algorithm for Data Streams
121-132
Support Vector Random Fields for Spatial Classification
133-145
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication
146-156
A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns
157-168
Improving Generalization by Data Categorization
169-180
Mining Model Trees from Spatial Data
181-192
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification
193-204
Mining Paraphrases from Self-anchored Web Sentence Fragments
205-216
M2SP: Mining Sequential Patterns Among Several Dimensions
217-227
A Systematic Comparison of Feature-Rich Probabilistic Classifiers for NER Tasks
228-239
Knowledge Discovery from User Preferences in Conversational Recommendation
240-251
Unsupervised Discretization Using Tree-Based Density Estimation
252-263
Weighted Average Pointwise Mutual Information for Feature Selection in Text Categorization
264-273
Non-stationary Environment Compensation Using Sequential EM Algorithm for Robust Speech Recognition
274-284
Hybrid Cost-Sensitive Decision Tree
285-296
Characterization of Novel HIV Drug Resistance Mutations Using Clustering, Multidimensional Scaling and SVM-Based Feature Ranking
297-308
Object Identification with Attribute-Mediated Dependences
309-320
Weka4WS: A WSRF-Enabled Weka Toolkit for Distributed Data Mining on Grids
321-330
Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic Data
331-342
ISOLLE: Locally Linear Embedding with Geodesic Distance
343-354
Active Sampling for Knowledge Discovery from Biomedical Data
355-367
A Multi-metric Index for Euclidean and Periodic Matching
368-379
Fast Burst Correlation of Financial Data
380-391
A Propositional Approach to Textual Case Indexing
392-403
A Quantitative Comparison of the Subgraph Miners MoFa, gSpan, FFSM, and Gaston
404-416
Efficient Classification from Multiple Heterogeneous Databases
417-428
A Probabilistic Clustering-Projection Model for Discrete Data
429-436
Collaborative Filtering on Data Streams
437-444
The Relation of Closed Itemset Mining, Complete Pruning Strategies and Item Ordering in Apriori-Based FIM Algorithms
445-452
Community Mining from Multi-relational Networks
453-461
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest
462-469
A Kernel Based Method for Discovering Market Segments in Beef Meat
470-477
Corpus-Based Neural Network Method for Explaining Unknown Words by WordNet Senses
478-485
Segment and Combine Approach for Non-parametric Time-Series Classification
486-494
Producing Accurate Interpretable Clusters from High-Dimensional Data
495-502
Stress-Testing Hoeffding Trees
503-510
Rank Measures for Ordering
511-518
Dynamic Ensemble Re-Construction for Better Ranking
519-526
Frequency-Based Separation of Climate Signals
527-535
Efficient Processing of Ranked Queries with Sweeping Selection
536-543
Feature Extraction from Mass Spectra for Classification of Pathological States
544-551
Numbers in Multi-relational Data Mining
552-560
Testing Theories in Particle Physics Using Maximum Likelihood and Adaptive Bin Allocation
561-568
Improved Naive Bayes for Extremely Skewed Misclassification Costs
569-576
Clustering and Prediction of Mobile User Routes from Cellular Data
577-584
Elastic Partial Matching of Time Series
585-592
An Entropy-Based Approach for Generating Multi-dimensional Sequential Patterns
593-600
Visual Terrain Analysis of High-Dimensional Datasets
601-608
An Auto-stopped Hierarchical Clustering Algorithm for Analyzing 3D Model Database
609-616
A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency Table
617-624
An Imbalanced Data Rule Learner
625-633
Improvements in the Data Partitioning Approach for Frequent Itemsets Mining
634-642
On-Line Adaptive Filtering of Web Pages
643-650
A Bi-clustering Framework for Categorical Data
651-658
Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data
659-666
Indexed Bit Map (IBM) for Mining Frequent Sequences
667-674
STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process
675-683
Speeding Up Logistic Model Tree Induction
684-691
A Random Method for Quantifying Changing Distributions in Data Streams
692-700
Deriving Class Association Rules Based on Levelwise Subspace Clustering
701-708
An Incremental Algorithm for Mining Generators Representation
709-716
Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization
Back matter
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