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» Theory and Use of the EM Algorithm
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JMLR
2010
99views more  JMLR 2010»
14 years 8 months ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
JAISE
2010
192views Algorithms» more  JAISE 2010»
14 years 8 months ago
Activity recognition using temporal evidence theory
The ability to identify the behavior of people in a home is at the core of Smart Home functionality. Such environments are equipped with sensors that unobtrusively capture informat...
Susan McKeever, Juan Ye, Lorcan Coyle, Chris Bleak...
ISCAS
2007
IEEE
126views Hardware» more  ISCAS 2007»
15 years 7 months ago
Theory and Implementation of an Analog-to-Information Converter using Random Demodulation
— The new theory of compressive sensing enables direct analog-to-information conversion of compressible signals at subNyquist acquisition rates. We develop new theory, algorithms...
Jason N. Laska, Sami Kirolos, Marco F. Duarte, Tam...
APIN
2010
172views more  APIN 2010»
15 years 1 months ago
Detecting interest cache poisoning in sensor networks using an artificial immune algorithm
The objective of this paper is to investigate how a Danger Theory based Artificial Immune System--in particular the Dendritic Cell Algorithm (DCA) can detect an attack on a sensor ...
Christian Wallenta, Jungwon Kim, Peter J. Bentley,...
VTC
2010
IEEE
163views Communications» more  VTC 2010»
14 years 12 months ago
Channel Allocation in a Multiple Distributed Vehicular Users Using Game Theory
— In this paper, we look into the channel allocation problem for a non-cooperative cognitive vehicular ad-hoc communication network with multiple communicating pairs distributed ...
Yusita Kasdani, Yong Huat Chew, Chau Yuen, Woon Ha...