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IJCNN
2006
IEEE
15 years 11 months ago
Alleviating Catastrophic Forgetting via Multi-Objective Learning
— Handling catastrophic forgetting is an interesting and challenging topic in modeling the memory mechanisms of the human brain using machine learning models. From a more general...
Yaochu Jin, Bernhard Sendhoff
HICSS
2005
IEEE
115views Biometrics» more  HICSS 2005»
15 years 10 months ago
Strategies Employed By Participants In Virtual Learning Communities
This paper examines the learning behavior of online students in an asynchronous learning environment. We employ the theoretical lens of an online community of inquiry, to understa...
James Waters, Susan Gasson
MCS
2005
Springer
15 years 10 months ago
Ensemble of SVMs for Incremental Learning
Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems. However, SVMs suffer from the catastrophic forgetti...
Zeki Erdem, Robi Polikar, Fikret S. Gürgen, N...
98
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ICALT
2003
IEEE
15 years 10 months ago
The Web as a Tool for Collaborative e-Learning: The Case of CoLab
Guillermo de Jesús Hoyos-Rivera, Roberta Li...