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» Learning minimal abstractions
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108
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KAIS
2011
79views more  KAIS 2011»
14 years 7 months ago
A general framework for measuring inconsistency through minimal inconsistent sets
Abstract. Hunter and Konieczny explored the relationships between measures of inconsistency for a belief base and the minimal inconsistent subsets of that belief base in several of...
Kedian Mu, Weiru Liu, Zhi Jin
108
Voted
JCST
2006
128views more  JCST 2006»
15 years 17 days ago
Multi-Instance Learning from Supervised View
Abstract In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. This pa...
Zhi-Hua Zhou
94
Voted
TROB
2010
58views more  TROB 2010»
14 years 11 months ago
Localization: Approximation and Performance Bounds to Minimize Travel Distance
Abstract—Localization, which is the determination of one’s location in a known terrain, is a fundamental task for autonomous robots. This paper presents several new basic theor...
Craig A. Tovey, Sven Koenig
100
Voted
RECOMB
2006
Springer
16 years 27 days ago
RNA Secondary Structure Prediction Via Energy Density Minimization
Abstract. There is a resurgence of interest in RNA secondary structure prediction problem (a.k.a. the RNA folding problem) due to the discovery of many new families of non-coding R...
Can Alkan, Emre Karakoç, Süleyman Cenk...
100
Voted
SODA
2010
ACM
149views Algorithms» more  SODA 2010»
15 years 10 months ago
Resource Minimization for Fire Containment
We consider the following model for fire containment. We are given an undirected graph G = (V, E) with a source vertex s where the fire starts. At each time step, the firefighters...
Parinya Chalermsook, Julia Chuzhoy