Major Themes
The workshop includes a broad range of topics related to multimedia mining and knowledge discovery. The major themes of the Workshop are:
Novel algorithms for data mining:
- Structured and unstructured data mining.
- Mining for time series data.
- Supervised, unsupervised, and reinforcement learning.
- Dimensionality reduction techniques.
- Data visualization.
- High-performance and distributed data mining algorithms.
- Clustering and classification of high-dimensional data.
- Ontology-based systems and text understanding.
- Natural language processing for text mining.
Practical applications for multimedia mining:
- Document classification and clustering.
- Knowledge discovery and representation.
- Mining from learning objects.
- Speech and voice recognition.
- Image mining, processing, and recognition.
- Content-based video retrieval.
- Business intelligence and management.
- Bioinformatics.
- Ad hoc networks.
- Sensor networks.
- Information retrieval.
- Multi-agent systems.
- Machine human interaction.
- Intelligent web-based retrieval and web mining.