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AUSAI
2006
Springer
13 years 9 months ago
Data Clustering and Visualization Using Cellular Automata Ants
This paper presents two novel features of an emergent data visualization method coined "cellular ants": unsupervised data class labeling and shape negotiation. This metho...
Andrew Vande Moere, Justin James Clayden, Andy Don...
AUSAI
2006
Springer
13 years 9 months ago
Unsupervised Measurement of Translation Quality Using Multi-engine, Bi-directional Translation
Abstract. Lay people discussing machine translation systems often perform a round trip translation, that is translating a text into a foreign language and back, to measure the qual...
Menno van Zaanen, Simon Zwarts
AUSAI
2006
Springer
13 years 7 months ago
Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli
Abstract. It is known from psychology and neuroscience that multimodal integration of sensory information enhances the perception of stimuli that are corrupted in one or more modal...
Andrew P. Paplinski, Lennart Gustafsson
AUSAI
2006
Springer
13 years 9 months ago
LPForget: A System of Forgetting in Answer Set Programming
Abstract. A novel declarative approach of forgetting in answer set programming (ASP) has been proposed recently. In this paper we report a system prototype of forgetting in ASP, ca...
Fu-Leung Cheng, Thomas Eiter, Nathan Robinson, Abd...
AUSAI
2006
Springer
13 years 9 months ago
Learning Hybrid Bayesian Networks by MML
Abstract. We use a Markov Chain Monte Carlo (MCMC) MML algorithm to learn hybrid Bayesian networks from observational data. Hybrid networks represent local structure, using conditi...
Rodney T. O'Donnell, Lloyd Allison, Kevin B. Korb