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» Multi-label hypothesis reuse
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KDD
2012
ACM
190views Data Mining» more  KDD 2012»
11 years 7 months ago
Multi-label hypothesis reuse
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou
AAAI
2007
13 years 6 months ago
Multi-Label Learning by Instance Differentiation
Multi-label learning deals with ambiguous examples each may belong to several concept classes simultaneously. In this learning framework, the inherent ambiguity of each example is...
Min-Ling Zhang, Zhi-Hua Zhou
ECTEL
2007
Springer
13 years 10 months ago
Creation of Lithuanian Digital Library of Educational Resources and Services: the Hypothesis, Contemporary Practice, and Future
Currently national digital library of educational resources and services (DLE) for primary and secondary education is under implementation in Lithuania. The article aims to analyse...
Eugenijus Kurilovas, Svetlana Kubilinskiene
AAAI
1993
13 years 5 months ago
Relative Utility of EBG based Plan Reuse in Partial Ordering vs. Total Ordering Planning
This paper provides a systematic analysisof the relativeutility of basingEBG based plan reuse techniques in partial ordering vs. total ordering planning frameworks. We separate th...
Subbarao Kambhampati, Jengchin Chen
APSEC
2006
IEEE
13 years 10 months ago
Genericity - a "Missing in Action" Key to Software Simplification and Reuse
We hypothesize that certain program complexities and difficulties to realize reuse potentials have their roots in weak mechanisms for generic design of today’s programming techn...
Stan Jarzabek