Sciweavers

124
Voted
AI
2010
Springer
14 years 7 months ago
Robustness of Classifiers to Changing Environments
Abstract. In this paper, we test some of the most commonly used classifiers to identify which ones are the most robust to changing environments. The environment may change over tim...
Houman Abbasian, Chris Drummond, Nathalie Japkowic...
103
Voted
AI
2010
Springer
14 years 7 months ago
Annotation Concept Synthesis and Enrichment Analysis
Annotation Enrichment Analysis (AEA) is a widely used analytical approach to process data generated by high-throughput genomic and proteomic experiments such as gene expression mic...
Mikhail Jiline, Stan Matwin, Marcel Turcotte
127
Voted
AI
2010
Springer
14 years 9 months ago
Robust solutions to Stackelberg games: Addressing bounded rationality and limited observations in human cognition
How do we build algorithms for agent interactions with human adversaries? Stackelberg games are natural models for many important applications that involve human interaction, such...
James Pita, Manish Jain, Milind Tambe, Fernando Or...
113
Voted
AI
2010
Springer
14 years 11 months ago
Agent decision-making in open mixed networks
Computer systems increasingly carry out tasks in mixed networks, that is in group settings in which they interact both with other computer systems and with people. Participants in...
Ya'akov Gal, Barbara J. Grosz, Sarit Kraus, Avi Pf...
91
Voted
AI
2010
Springer
14 years 11 months ago
Learning complex action models with quantifiers and logical implications
Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei L...
91
Voted
AI
2010
Springer
14 years 11 months ago
Planning to see: A hierarchical approach to planning visual actions on a robot using POMDPs
Mohan Sridharan, Jeremy L. Wyatt, Richard Dearden
137
Voted
AI
2010
Springer
15 years 29 days ago
Measuring universal intelligence: Towards an anytime intelligence test
José Hernández-Orallo, David L. Dowe
101
Voted
AI
2010
Springer
15 years 29 days ago
When is it better not to look ahead?
In situations where one needs to make a sequence of decisions, it is often believed that looking ahead will help produce better decisions. However, it was shown 30 years ago that ...
Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Br...