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» Classifying Problems into Complexity Classes
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93
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CCE
2004
15 years 19 days ago
Designing reactive distillation processes: present and future
The potential benefits of applying reactive distillation (RD) processes are taxed by significant complexities in process development and design. The design problem is formulated i...
C. P. Almeida-Rivera, P. L. J. Swinkels, J. Grievi...
124
Voted
ICTAI
2010
IEEE
14 years 10 months ago
Instance-Based Ensemble Pruning via Multi-Label Classification
Ensemble pruning is concerned with the reduction of the size of an ensemble prior to its combination. Its purpose is to reduce the space and time complexity of the ensemble and/or ...
Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis...
130
Voted
LISA
2008
15 years 3 months ago
Automatic Software Fault Diagnosis by Exploiting Application Signatures
Application problem diagnosis in complex enterprise environments is a challenging problem, and contributes significantly to the growth in IT management costs. While application pr...
Xiaoning Ding, Hai Huang, Yaoping Ruan, Anees Shai...
97
Voted
FLAIRS
1998
15 years 2 months ago
Analytical Design of Reinforcement Learning Tasks
Reinforcement learning (RL) problems constitute an important class of learning and control problems faced by artificial intelligence systems. In these problems, one is faced with ...
Robert E. Smith
DASFAA
2004
IEEE
135views Database» more  DASFAA 2004»
15 years 4 months ago
Semi-supervised Text Classification Using Partitioned EM
Text classification using a small labeled set and a large unlabeled data is seen as a promising technique to reduce the labor-intensive and time consuming effort of labeling traini...
Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu