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MM
2015
ACM
13views Multimedia» more  MM 2015»
9 years 11 months ago
Spatio-Temporal Learning of Basketball Offensive Strategies
Video-based group behavior analysis is drawing attention to its rich applications in sports, military, surveillance and biological observations. The recent advances in tracking te...
Ching-Hang Chen, Tyng-Luh Liu, Yu-Shuen Wang, Hung...
MM
2015
ACM
7views Multimedia» more  MM 2015»
9 years 11 months ago
EMV-matchmaker: Emotional Temporal Course Modeling and Matching for Automatic Music Video Generation
This paper presents a novel content-based emotion-oriented music video (MV) generation system, called EMV-matchmaker, which utilizes the emotional temporal phase sequence of the m...
Jen-Chun Lin, Wen-Li Wei, Hsin-Min Wang
MM
2015
ACM
8views Multimedia» more  MM 2015»
9 years 11 months ago
HyperMeeting: Supporting Asynchronous Meetings with Hypervideo
While synchronous meetings are an important part of collaboration, it is not always possible for all stakeholders to meet at the same time. We created the concept of hypermeetings...
Andreas Girgensohn, Jennifer Marlow, Frank M. Ship...
164
Voted
MLDM
2015
Springer
9 years 11 months ago
Seizure Prediction by Graph Mining, Transfer Learning, and Transformation Learning
We present in this study a novel approach to predicting EEG epileptic seizures: we accurately model and predict non-ictal cortical activity and use prediction errors as parameters ...
Nimit Dhulekar, Srinivas Nambirajan, Basak Oztan, ...
98
Voted
ML
2015
ACM
9 years 12 months ago
Asymptotic analysis of the learning curve for Gaussian process regression
Abstract This paper deals with the learning curve in a Gaussian process regression framework. The learning curve describes the generalization error of the Gaussian process used for...
Loic Le Gratiet, Josselin Garnier