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ASSETS
2009
ACM
15 years 10 months ago
ClassInFocus: enabling improved visual attention strategies for deaf and hard of hearing students
Deaf and hard of hearing students must juggle their visual attention in current classroom settings. Managing many visual sources of information (instructor, interpreter or caption...
Anna Carpenter Cavender, Jeffrey P. Bigham, Richar...
123
Voted
GECCO
2007
Springer
172views Optimization» more  GECCO 2007»
15 years 9 months ago
Improving the human readability of features constructed by genetic programming
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
Matthew Smith, Larry Bull
116
Voted
ICML
1994
IEEE
15 years 7 months ago
Greedy Attribute Selection
Many real-world domains bless us with a wealth of attributes to use for learning. This blessing is often a curse: most inductive methods generalize worse given too many attributes...
Rich Caruana, Dayne Freitag
234
Voted
CIKM
2009
Springer
15 years 10 months ago
Improving web page classification by label-propagation over click graphs
In this paper, we present a semi-supervised learning method for web page classification, leveraging click logs to augment training data by propagating class labels to unlabeled si...
Soo-Min Kim, Patrick Pantel, Lei Duan, Scott Gaffn...
118
Voted
RECSYS
2009
ACM
15 years 10 months ago
Improving rating estimation in recommender systems using aggregation- and variance-based hierarchical models
Previous work on using external aggregate rating information showed that this information can be incorporated in several different types of recommender systems and improves their...
Akhmed Umyarov, Alexander Tuzhilin