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ICML
2007
IEEE
16 years 5 months ago
An integrated approach to feature invention and model construction for drug activity prediction
We present a new machine learning approach for 3D-QSAR, the task of predicting binding affinities of molecules to target proteins based on 3D structure. Our approach predicts bind...
David Page, Jesse Davis, Soumya Ray, Vítor ...
137
Voted
ICML
2006
IEEE
16 years 5 months ago
A graphical model for predicting protein molecular function
We present a simple statistical model of molecular function evolution to predict protein function. The model description encodes general knowledge of how molecular function evolve...
Barbara E. Engelhardt, Michael I. Jordan, Steven E...
CSE
2009
IEEE
15 years 11 months ago
Modeling User Perception of Interaction Opportunities for Effective Teamwork
—This paper presents a model of collaborative decision-making for groups that involve people and computer agents. The model distinguishes between actions relating to participants...
Ece Kamar, Ya'akov Gal, Barbara J. Grosz
126
Voted
EPEW
2007
Springer
15 years 11 months ago
Towards an Automatic Modeling Tool for Observed System Behavior
Current computer systems and communication networks tend to be highly complex, and they typically hide their internal structure from their users. Thus, for selected aspects of capa...
Thomas Begin, Alexandre Brandwajn, Bruno Baynat, B...
IAT
2006
IEEE
15 years 10 months ago
Storytelling Ontology Model Using RST
Storytelling applications are increasingly being used and researched due to the fact that they are capable of conveying information and experience to users in a more natural and f...
Arturo Nakasone, Mitsuru Ishizuka