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NN
2006
Springer
108views Neural Networks» more  NN 2006»
13 years 10 months ago
Performance analysis of LVQ algorithms: A statistical physics approach
Learning vector quantization (LVQ) constitutes a powerful and intuitive method for adaptive nearest prototype classification. However, original LVQ has been introduced based on he...
Anarta Ghosh, Michael Biehl, Barbara Hammer
CIVR
2006
Springer
201views Image Analysis» more  CIVR 2006»
14 years 2 months ago
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
Rong Yan, Alexander G. Hauptmann
IWEC
2007
13 years 11 months ago
Pass the Ball: Game-Based Learning of Software Design
Based on our experience using active learning methods to teach object-oriented software design we propose a game-based approach to take the classroom experience into a virtual envi...
Guillermo Jiménez-Díaz, Mercedes G&o...
EDM
2010
248views Data Mining» more  EDM 2010»
13 years 11 months ago
Analyzing Learning Styles using Behavioral Indicators in Web based Learning Environments
It is argued that the analysis of the learner's generated log files during interactions with a learning environment is necessary to produce interpretative views of their activ...
Nabila Bousbia, Jean-Marc Labat, Amar Balla, Issam...
ICWL
2007
Springer
14 years 4 months ago
Language-Driven Development of Web-Based Learning Applications
In this paper we propose a language-driven approach for the high-level design of web-based learning applications. In our approach we define a domainspecific language that character...
José Luis Sierra, Baltasar Fernández...