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» An Introduction to Collective Intelligence
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109
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KCAP
2005
ACM
15 years 9 months ago
Collecting paraphrase corpora from volunteer contributors
Extensive and deep paraphrase corpora are important for a variety of natural language processing and user interaction tasks. In this paper, we present an approach which i) collect...
Timothy Chklovski
119
Voted
ECAL
2005
Springer
15 years 9 months ago
Aggregation Behaviour as a Source of Collective Decision in a Group of Cockroach-Like-Robots
In group-living animals, aggregation favours interactions and information exchanges between individuals, and thus allows the emergence of complex collective behaviors. In previous ...
Simon Garnier, Christian Jost, Raphaël Jeanso...
116
Voted
KDD
2010
ACM
282views Data Mining» more  KDD 2010»
15 years 7 months ago
Optimizing debt collections using constrained reinforcement learning
In this paper, we propose and develop a novel approach to the problem of optimally managing the tax, and more generally debt, collections processes at financial institutions. Our...
Naoki Abe, Prem Melville, Cezar Pendus, Chandan K....
123
Voted
GECCO
2008
Springer
161views Optimization» more  GECCO 2008»
15 years 4 months ago
An evolutionary design technique for collective communications on optimal diameter-degree networks
Scheduling collective communications (CC) in networks based on optimal graphs and digraphs has been done with the use of the evolutionary techniques. Inter-node communication patt...
Jirí Jaros, Vaclav Dvorak
130
Voted
CIKM
2010
Springer
15 years 1 months ago
Combining link and content for collective active learning
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
Lixin Shi, Yuhang Zhao, Jie Tang