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Skip to Search Results- 101Machine learning
- 75Adsorption
- 9Artificial intelligence
- 7Biochar
- 5Activated Carbon
- 5Reinforcement learning
- 5Kuznicki, S. M.
- 4Hindle, Abram
- 4Mark A. Lewis
- 4Russell Greiner
- 3Jin, Zhehui
- 3Noonari, Juned (Supervisor)
- 126Graduate and Postdoctoral Studies (GPS), Faculty of
- 126Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations
- 8WISEST Summer Research Program
- 8WISEST Summer Research Program/WISEST Research Posters
- 7Master of Science in Internetworking (MINT)
- 7Master of Science in Internetworking (MINT)/Capstone Projects & Reports (Master of Science in Internetworking (MINT))
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Spring 2010
This thesis presents Pathway Informed Analysis (PIA), a classification method for predicting disease states (diagnosis) from metabolic profile measurements that incorporates biological knowledge in the form of metabolic pathways. A metabolic pathway describes a set of chemical reactions that...
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A framework for offsite construction manufacturing process improvement through digitalization and automated real-time data collection
DownloadFall 2022
This thesis proposes methods to apply real-time data to improve manufacturing operations in offsite construction using a combination of tools such as simulation, machine learning, and exploratory data analysis. These methods are applied to increase flexibility in operations and digitalize the...
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2020-11-01
Seresht, Nima Gerami, Lourenzutti, Rodolfo, Fayek, Aminah Robinson
Fuzzy inference systems (FISs) are a predictive modeling technique based on fuzzy sets that utilize approximate reasoning to mimic the decision-making process of human experts. There are several expert- and data-driven methods for developing FISs, among which fuzzy clustering algorithms are the...
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Spring 2010
In this work, we present a unified, general approach to variance reduction in agent evaluation using machine learning to minimize variance. Evaluating an agent's performance in a stochastic setting is necessary for agent development, scientific evaluation, and competitions. Traditionally,...
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2021-01-01
The advent of the internet and the World Wide Web has made vast amounts of information accessible at our fingertips. It is said that an average person living in the modern society is exposed to as much information in a day as a person who lived 100 years ago would have seen in a whole year. But...
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A Machine Learning Approach to Predict Production Time in Industrialized Building Construction
DownloadFall 2021
Industrialized building construction is an effective approach for improving the performance and management of construction projects by offering higher quality products, minimized environmental impacts, and improved schedule predictability. The industrialized building construction approach...
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A Molecular Dynamics Approach towards the Interfacial Properties of Sulfide- and Clay-Minerals
DownloadSpring 2019
Interfacial properties have a regulatory role in processes which involve the coexistence of different phases. Although such macro-scale properties are determined by the intrinsic nature of the interface-sharing phases, it is possible to alter them in favor of the process objectives. This,...
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Activation of Delayed and Fluid Petroleum Coke for the Adsorption and Removal of Naphthenic Acids from Oil Sands Tailings Pond Water
DownloadSpring 2011
Oil sands companies produce substantial quantities of tailings known to contain high concentrations of dissolved organic by-products. The use of petroleum coke was proposed as a potential adsorbent for organic contaminant removal from tailings pond water. Physical activation was used to create a...
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Fall 2013
Two separations are necessary to enable the post-combustion capture of CO2. The fraction of CO2 in a flue gas stream must first be separated from the diluents present and then the concentrated stream of CO2 must be thoroughly dried in order for it to be compressed for sequestration. This work...