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FGCN
2008
IEEE
153views Communications» more  FGCN 2008»
15 years 10 months ago
Experimental Study on Neuronal Spike Sorting Methods
When recording extracellular neural activity, it is often necessary to distinguish action potentials arising from distinct cells near the electrode tip, a process commonly referre...
Jianhua Dai, Xiaochun Liu, Yu Yi, Huaijian Zhang, ...
ICPR
2008
IEEE
15 years 10 months ago
A supervised learning approach for imbalanced data sets
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam...
IROS
2008
IEEE
138views Robotics» more  IROS 2008»
15 years 10 months ago
Deep belief net learning in a long-range vision system for autonomous off-road driving
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
Raia Hadsell, Ayse Erkan, Pierre Sermanet, Marco S...
AINA
2007
IEEE
15 years 10 months ago
Kernel and Application Integrity Assurance: Ensuring Freedom from Rootkits and Malware in a Computer System
Malware and rootkits are serious security vulnerabilities, and they can be designed to be resistant to anti-viral software, or even totally undetectable. This paper described a hi...
Lifu Wang, Partha Dasgupta
AINA
2007
IEEE
15 years 10 months ago
VOICE: A Framework for Speech-Based Mobile Systems
The advent of mobile phones and the Internet opened the doors for an emerging class of applications that connect mobile users to online resources and information services availabl...
Adam Sharp, Stan Kurkovsky