This research book presents some specific multimedia systems that have been developed and applied in practice. More specifically, it consists of an editorial, an introductory chapter and six chapters as below.
- Use of Multi-attribute Decision Making for Combining Audio-Lingual and Visual-Facial Modalities in Emotion Recognition.
. Cooperative Learning assisted by Automatic Classification within Social Networking Services.
. Improving Peer-to-Peer Communication in e-Learning by Development of an Advanced Messaging System.
- Fuzzy-based Digital Video...
This research book presents some specific multimedia systems that have been developed and applied in practice. More specifically, it consist...
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender systems built on the assumption of availability of both positive and negative examples do not perform well when negative examples are rare. It is exactly this problem that the authors address in the monograph at hand. Specifically, the books approach is based on one-class classification methodologies that have been appearing in recent machine learning research. The blending of recommender...
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via exampl...
