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ICPR
2008
IEEE
14 years 10 months ago
Efficient user preference predictions using collaborative filtering
Two major challenges in collaborative filtering are the efficiency of the algorithms and the quality of the recommendations. A variety of machine learning methods have been applie...
C. Lee Giles, Yang Song
CHI
2008
ACM
14 years 9 months ago
Predicting postcompletion errors using eye movements
A postcompletion error is a distinct type of procedural error where one fails to complete the final step of a task. While redesigning interfaces and providing explicit cues have b...
Raj M. Ratwani, J. Malcolm McCurry, J. Gregory Tra...
ALT
2008
Springer
14 years 5 months ago
Exploiting Cluster-Structure to Predict the Labeling of a Graph
Abstract. The nearest neighbor and the perceptron algorithms are intuitively motivated by the aims to exploit the “cluster” and “linear separation” structure of the data to...
Mark Herbster
MMM
2009
Springer
139views Multimedia» more  MMM 2009»
14 years 5 months ago
Comparison of Feature Construction Methods for Video Relevance Prediction
Low level features of multimedia content often have limited power to discriminate a document’s relevance to a query. This motivated researchers to investigate other types of feat...
Pablo Bermejo, Hideo Joho, Joemon M. Jose, Robert ...
ICASSP
2009
IEEE
14 years 3 months ago
Syntactically-informed models for comma prediction
Providing punctuation in speech transcripts not only improves readability, but it also helps downstream text processing such as information extraction or machine translation. In t...
Benoît Favre, Dilek Z. Hakkani-Tür, Eli...