Mining complex data ECML/PKDD 2007 third international workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007 : revised selected papers /
This book constitutes the refereed proceedings of the Third International Workshop on Mining Complex Data, MCD 2007, held in Warsaw, Poland, in September 2007, co-located with ECML and PKDD 2007. The 20 revised full papers presented were carefully reviewed and selected; they present original results...
| Corporate Authors: | MCD 2007 Warsaw, Poland) |
|---|---|
| Other Authors: | MCD 2007, Raś, Zbigniew., Tsumoto, Shusaku, 1963-, Zighed, Djamel A., 1955-, SpringerLink (Online service), ECML PKDD (Conference) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
2008.
Berlin ; New York : 2008. |
| Physical Description: |
1 online resource (x, 264 pages) : illustrations. |
| Series: |
Lecture notes in computer science ;
4944. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. Artificial intelligence. |
| Subjects: |
Table of Contents:
- Session A1
- Using Text Mining and Link Analysis for Software Mining
- Generalization-Based Similarity for Conceptual Clustering
- Trajectory Analysis of Laboratory Tests as Medical Complex Data Mining
- Session A2
- Conceptual Clustering Applied to Ontologies
- Feature Selection: Near Set Approach
- Evaluating Accuracies of a Trading Rule Mining Method Based on Temporal Pattern Extraction
- Session A3
- Discovering Word Meanings Based on Frequent Termsets
- Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds
- Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing
- Session A4
- Contextual Adaptive Clustering of Web and Text Documents with Personalization
- Improving Boosting by Exploiting Former Assumptions
- Discovery of Frequent Graph Patterns that Consist of the Vertices with the Complex Structures
- Session B1
- Finding Composite Episodes
- Ordinal Classification with Decision Rules
- Data Mining of Multi-categorized Data
- ARAS: Action Rules Discovery Based on Agglomerative Strategy
- Session B2
- Learning to Order: A Relational Approach
- Using Semantic Distance in a Content-Based Heterogeneous Information Retrieval System
- Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data
- POM Centric Multi-aspect Data Analysis for Investigating Human Problem Solving Function.