Multimedia data mining and knowledge discovery
This tightly-edited collection of papers from leading researchers worldwide provides an overview of the current state-of-the-art in the field of multimedia data mining and knowledge discovery, and discusses the variety of hot topics in multimedia data mining research. Consisting of an introductory s...
| Other Authors: | Petrushin, V. A., Khan, Latifur., SpringerLink (Online service) |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
London :
Springer,
©2007.
London : [2007] |
| Physical Description: |
1 online resource (xxv, 521 pages) : illustrations. |
| Subjects: |
Table of Contents:
- Into Multimedia Data Mining and Knowledge Discovery
- Multimedia Data Mining: An Overview
- Multimedia Data Exploration and Visualization
- A New Hierarchical Approach for Image Clustering
- Multiresolution Clustering of Time Series and Application to Images
- Mining Rare and Frequent Events in Multi-camera Surveillance Video
- Density-Based Data Analysis and Similarity Search
- Feature Selection for Classification of Variable Length Multiattribute Motions
- Multimedia Data Indexing and Retrieval
- FAST: Fast and Semantics-Tailored Image Retrieval
- New Image Retrieval Principle: Image Mining and Visual Ontology
- Visual Alphabets: Video Classification by End Users
- Multimedia Data Modeling and Evaluation
- Cognitively Motivated Novelty Detection in Video Data Streams
- Video Event Mining via Multimodal Content Analysis and Classification
- Exploiting Spatial Transformations for Identifying Mappings in Hierarchical Media Data
- A Novel Framework for Semantic Image Classification and Benchmark Via Salient Objects
- Extracting Semantics Through Dynamic Context
- Mining Image Content by Aligning Entropies with an Exemplar
- More Efficient Mining Over Heterogeneous Data Using Neural Expert Networks
- A Data Mining Approach to Expressive Music Performance Modeling
- Applications and Case Studies
- Supporting Virtual Workspace Design Through Media Mining and Reverse Engineering
- A Time-Constrained Sequential Pattern Mining for Extracting Semantic Events in Videos
- Multiple-Sensor People Localization in an Office Environment
- Multimedia Data Mining Framework for Banner Images
- Analyzing User's Behavior on a Video Database
- On SVD-Free Latent Semantic Indexing for Iris Recognition of Large Databases
- Mining Knowledge in Computer Tomography Image Databases.