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PAMI
2007
137views more  PAMI 2007»
15 years 6 months ago
Biometrics from Brain Electrical Activity: A Machine Learning Approach
—The potential of brain electrical activity generated as a response to a visual stimulus is examined in the context of the identification of individuals. Specifically, a framewor...
Ramaswamy Palaniappan, Danilo P. Mandic
EDM
2010
121views Data Mining» more  EDM 2010»
15 years 5 months ago
Identifying Students' Inquiry Planning Using Machine Learning
This research investigates the detection of student meta-cognitive planning processes in real-time using log tracing techniques. We use fine and coarse-grained data distillation, i...
Orlando Montalvo, Ryan Shaun Joazeiro de Baker, Mi...
IJCBDD
2008
57views more  IJCBDD 2008»
15 years 5 months ago
An ensemble machine learning approach to predict survival in breast cancer
Amira Djebbari, Ziying Liu, Sieu Phan, Fazel Famil...
154
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IJON
2010
184views more  IJON 2010»
15 years 5 months ago
Human action recognition using extreme learning machine based on visual vocabularies
Rashid Minhas, Aryaz Baradarani, Sepideh Seifzadeh...
JMLR
2010
143views more  JMLR 2010»
15 years 5 months ago
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...