Sciweavers

696 search results - page 19 / 140
» Active Disks: Programming Model, Algorithms and Evaluation
Sort
View
UAI
2004
13 years 10 months ago
Active Model Selection
Classical learning assumes the learner is given a labeled data sample, from which it learns a model. The field of Active Learning deals with the situation where the learner begins...
Omid Madani, Daniel J. Lizotte, Russell Greiner
PAKDD
2011
ACM
473views Data Mining» more  PAKDD 2011»
13 years 3 months ago
 Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...
Timothy Hospedales, Shaogang Gong and Tao Xiang
INTERSPEECH
2010
13 years 4 months ago
Data-dependent evaluator modeling and its application to emotional valence classification from speech
Practical supervised learning scenarios involving subjectively evaluated data have multiple evaluators, each giving their noisy version of the hidden ground truth. Majority logic ...
Kartik Audhkhasi, Shrikanth S. Narayanan
ERCIMDL
2000
Springer
88views Education» more  ERCIMDL 2000»
14 years 27 days ago
Modeling Archival Repositories for Digital Libraries
This paper studies the archival problem: how a digital library can preserve electronic documents over long periods of time. We analyze how an archival repository can fail and we p...
Arturo Crespo, Hector Garcia-Molina
ACAL
2009
Springer
14 years 3 months ago
Evaluation of the Effectiveness of Machine-Based Situation Assessment
The Information Fusion Panel within The Technical Cooperation Program (TTCP) is developing algorithms to perform machine-based situation assessment to assist human operators in co...
David M. Lingard, Dale A. Lambert