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EMNLP
2011
14 years 3 months ago
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
Richard Socher, Jeffrey Pennington, Eric H. Huang,...
133
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AAAI
2010
15 years 5 months ago
The Model-Based Approach to Autonomous Behavior: A Personal View
The selection of the action to do next is one of the central problems faced by autonomous agents. In AI, three approaches have been used to address this problem: the programming-b...
Hector Geffner
OOPSLA
2007
Springer
15 years 10 months ago
Modular typestate checking of aliased objects
Objects often define usage protocols that clients must follow in order for these objects to work properly. Aliasing makes it notoriously difficult to check whether clients and i...
Kevin Bierhoff, Jonathan Aldrich
ACSC
2004
IEEE
15 years 7 months ago
Java Implementation Verification Using Reverse Engineering
An approach to system verification is described in which design artefacts produced during forward engineering are automatically compared to corresponding artefacts produced during...
David J. A. Cooper, Benjamin Khoo, Brian R. von Ko...
JMM2
2006
145views more  JMM2 2006»
15 years 3 months ago
Improved Active Shape Model for Facial Feature Extraction in Color Images
In this paper we present an improved Active Shape Model (ASM) for facial features extraction. The original ASM developed by Cootes et al. [1] suffers from factors such as, poor mod...
Mohammad H. Mahoor, Mohamed Abdel-Mottaleb, A-Nass...