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ICML
2009
IEEE
16 years 4 months ago
Learning structurally consistent undirected probabilistic graphical models
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
Sushmita Roy, Terran Lane, Margaret Werner-Washbur...
JMLR
2006
120views more  JMLR 2006»
15 years 3 months ago
Kernel-Based Learning of Hierarchical Multilabel Classification Models
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
Juho Rousu, Craig Saunders, Sándor Szedm&aa...
149
Voted
SIGCSE
2010
ACM
175views Education» more  SIGCSE 2010»
15 years 8 months ago
MPCT: media propelled computational thinking
Media-Propelled Computational Thinking (MPCT – pronounced impact) is a course designed to introduce programming in the context of engaging problems in media computation, math, a...
Eric Andrew Freudenthal, Mary K. Roy, Alexandria N...
130
Voted
CANDC
2005
ACM
15 years 5 months ago
Computational schemes for biomimetic sculpture
A prototype system for the automatic evolution of biomimetic structures using structural automata is described and its utility for generating digital sculpture is demonstrated. Sc...
Brower Hatcher, Karl Aspelund, Andrew R. Willis, J...
104
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GECCO
2005
Springer
145views Optimization» more  GECCO 2005»
15 years 9 months ago
Evolving an ecology of two-tiered organizations
Evolutionary models typically rely on a single level of evolution for training a team of cooperating agents. I present a model that evolves at two levels—an “organizational”...
Travis Kriplean