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Skip to Search Results- 24Artificial intelligence
- 10Particle filters
- 5Machine learning
- 2Computer games
- 2Ensemble Kalman filter
- 2Games
- 1Allen, Timothy Karl van.
- 1Bacchus, Fahiem.
- 1Balakrishnapillai Chitralekha, Saneej
- 1Bard, Nolan DC
- 1Chai, Robert Andrew.
- 1Churchill, David G
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Spring 2014
We introduce two kinds of particle filters, one is weighted particle filter and the other is resampling particle filter. We prove the Strong Law of Large Numbers and Central Limit Theorem for both particle filters. Then, we show that the resampling particle filter is better than the weighted one.
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Spring 2013
The game of Amazons is a young board game with simple rules, nice mathematical properties yet a high complexity between chess and Go. The state of the art Amazons solver was presented by Martin Müller in 2001 with which he solved the Amazons 5 × 5 starting position as a first player win. This...
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Alzheimer’s Dementia Detection Through Machine Learning: Analyzing Linguistic and Acoustic Features in Spontaneous Speech
DownloadFall 2023
With the rapid aging of the world’s population, the global burden of aging related mental disorders, such as Alzheimer’s dementia (AD), is also on the rise. Unfortunately global healthcare systems are vastly under-resourced, which means that many people who need mental health services are unable...
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Fall 2009
Electrical machine condition monitoring plays an important role in modern industries. Instead of allowing the machines to run until failure, it is preferred to gather more information about the machine condition before the machine is shut down, so that the machine downtime can be reduced due to...
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Fall 2013
Interactive Storytelling (IS) acknowledges that people want to be participants in the unfolding of a story plot. Given the complex nature of IS, Artificial Intelligence (AI) methods can be called upon to improve and enhance interactive stories in video games. In the past decade, a number of...
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Spring 2018
Computational fluid dynamics (CFD) has been extensively used for fluid flow simulation and thus, guiding the flow control device design. However, CFD simulation requires explicit geometry input and complicated solver setup, which is a barrier in case of the cyclic CAD/CFD integrated design...
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Spring 2011
Balakrishnapillai Chitralekha, Saneej
The development of fast and efficient computer hardware technology has resulted in the rapid development of numerous computational software tools for making statistical inferences. The computational algorithms, which are the backbone of these tools, originate from distinct areas in science,...
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Spring 2010
The main area of research delineated in this thesis provides instances when Computer vision based technology has shown tremendous productivity gains in the Oil sands industry in Fort McMurray, Alberta, Canada. Specifically, the interface between Bitumen-froth (crude oil) and the Middlings (Sand)...