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Petra Perner
Front matter
1-16
Moving Targets When Data Classes Depend on Subjective Judgement, or They Are Crafted by an Adversary to Mislead Pattern Analysis Algorithms - The Cases of Content Based Image Retrieval and Adversarial Classification
17-27
Bioinformatics Contributions to Data Mining
28-41
Bootstrap Feature Selection for Ensemble Classifiers
42-56
Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths
57-70
Finding Irregularly Shaped Clusters Based on Entropy
71-85
Fuzzy Conceptual Clustering
86-100
Mining Concept Similarities for Heterogeneous Ontologies
101-114
Re-mining Positive and Negative Association Mining Results
115-127
Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining
128-142
Describing Data with the Support Vector Shell in Distributed Environments
143-157
Robust Clustering Using Discriminant Analysis
158-164
New Approach in Data Stream Association Rule Mining Based on Graph Structure
165-173
Fast Training of Neural Networks for Image Compression
174-185
Processing Handwritten Words by Intelligent Use of OCR Results
186-196
Saliency-Based Candidate Inspection Region Extraction in Tape Automated Bonding
197-209
Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data
210-221
Entropic Quadtrees and Mining Mars Craters
222-236
Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification
237-247
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders
248-262
Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images
263-276
Quantile Regression Model for Impact Toughness Estimation
277-291
Mining for Paths in Flow Graphs
292-307
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis
308-322
Managing Product Life Cycle with MultiAgent Data Mining System
323-337
Modeling Pricing Strategies Using Game Theory and Support Vector Machines
338-349
Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine
350-361
Dynamic Pattern Extraction of Parameters in Laser Welding Process
362-375
Trajectory Clustering for Vibration Detection in Aircraft Engines
376-389
Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data
390-404
Predicting Disk Failures with HMM- and HSMM-Based Approaches
405-417
Aircraft Engine Health Monitoring Using Self-Organizing Maps
418-431
Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy
432-441
Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions
442-449
Medical Datasets Analysis: A Constructive Induction Approach
450-463
Regression Models for Spatial Data: An Example from Precision Agriculture
464-475
Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database
476-489
Spam Email Filtering Using Network-Level Properties
490-504
Domain-Specific Identification of Topics and Trends in the Blogosphere
505-517
Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways
518-528
Interest-Determining Web Browser
529-543
Web-Site Boundary Detection
544-557
An Application of Element Oriented Analysis Based Credit Scoring
558-571
A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs
572-583
Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool
584-594
The Orange Customer Analysis Platform
595-605
Semi-supervised Learning for False Alarm Reduction
606-616
Learning from Humanoid Cartoon Designs
617-631
Mining Relationship Associations from Knowledge about Failures Using Ontology and Inference
632-642
Event Prediction in Network Monitoring Systems: Performing Sequential Pattern Mining in Osmius Monitoring Tool
643-652
Selection of Effective Network Parameters in Attacks for Intrusion Detection
Back matter
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