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» Reasoning from Data Rather than Theory
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AIME
2007
Springer
14 years 1 months ago
Variable Selection for Optimal Decision Making
This paper discusses variable selection for medical decision making; in particular decisions regarding when to provide treatment and which treatment to provide. Current variable se...
Lacey Gunter, Ji Zhu, Susan Murphy
IPSN
2007
Springer
14 years 1 months ago
A platform for ubiquitous sensor deployment in occupational and domestic environments
In this paper, we introduce the “Plug” sensor network, a ubiquitous networked sensing platform ideally suited to broad deployment in environments where people work and live. T...
Joshua Lifton, Mark Feldmeier, Yasuhiro Ono, Camer...
IJCNN
2006
IEEE
14 years 1 months ago
Biologically Inspired KFLANN Place Fields for Robot Localization
– This paper presents a hippocampal inspired robot localization model that provides a means for a simple robotic platform with ultrasonic sensors to localize itself. There have b...
Alex Leng Phuan Tay
MINENET
2006
ACM
14 years 1 months ago
SC2D: an alternative to trace anonymization
Progress in networking research depends crucially on applying novel analysis tools to real-world traces of network activity. This often conflicts with privacy and security requir...
Jeffrey C. Mogul, Martin F. Arlitt
DIS
2005
Springer
14 years 1 months ago
Support Vector Inductive Logic Programming
Abstract. In this paper we explore a topic which is at the intersection of two areas of Machine Learning: namely Support Vector Machines (SVMs) and Inductive Logic Programming (ILP...
Stephen Muggleton, Huma Lodhi, Ata Amini, Michael ...