Search results
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Title
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'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
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Author
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Kancharla, Venkata Sai Santosh Ravi Teja
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Date Created
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2019
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Description
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Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...
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Title
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A Comprehensive Study of Drinking Water Coagulation with Aluminum Sulfate
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Author
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Alansari, Amir
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Date Created
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2021
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Description
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Coagulation is usually the first and most important step in conventional drinking water treatment processes. The efficiency of all downstream processes is directly dependent on the effectiveness of the coagulation stage. Coagulants such as aluminu...
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Title
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A GIS-BASED EXPERT SYSTEM TO IMPROVE THE ACCURACY OF WETLAND CLASSIFICATION
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Author
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Deng, Jing
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Date Created
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2020
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Description
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Wetlands play a critical role in our natural environment, such as improving water quality, controlling erosion and flooding, and protecting biodiversity. To better protect wetland systems, a comprehensive knowledge of their spatial distribution is...
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Title
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A Post-Processing Approach for Solar Power Combined Forecasts of Ramp Events
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Author
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Abuella, Mohamed
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Date Created
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2018
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Description
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The growing integration level of wind and solar energy resources introduces new regulating and operating challenges in the electric grid. Ramp-rate limits of conventional power plants in the generation mix impose an operating constraint on renewab...
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Title
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A Post-Processing Approach for Solar Power Combined Forecasts of Ramp Events
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Author
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Abuella, Mohamed
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Date Created
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2018
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Description
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The growing integration level of wind and solar energy resources introduces new regulating and operating challenges in the electric grid. Ramp-rate limits of conventional power plants in the generation mix impose an operating constraint on renewab...
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Title
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An Integrated Phylogeographic Analysis of the Bantu Migration
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Author
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Ford, Colby
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Date Created
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2018
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Description
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"Bantu" is a term used to describe lineages of people in around 600 different ethnic groups on the African continent ranging from modern-day Cameroon to South Africa. The migration of the Bantu people, which occurred around 3,000 years ago, was in...
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Title
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Behavioral Health Stigma: Breaking the code with Stigma Index
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Author
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Tokmic, Farah
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Date Created
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2018
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Description
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Social labeling of people with behavioral health disorders falls under the umbrella of "stigma" and plays a key role in limiting the access to behavioral healthcare. Currently, the U.S. spends an estimated $201B on behavioral health disorders ever...
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Title
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DISFLUENT SPEECH SEGMENTS DETECTION AND REMEDIATION
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Author
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Arbajian, Pierre
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Date Created
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2019
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Description
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Speech remediation by identifying those segments which compromise the quality of speech content can be performed by correctly identifying portions of a recording which can be deleted without diminishing from the overall quality of the speech, but ...
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Title
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Deep Learning for Sentiment and Emotion Detection in Multilingual Contexts
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Author
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Abdullah, Malak
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Date Created
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2018
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Description
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Social media is growing as a communication medium where people can express online their feelings and opinions on a variety of topics in ways they rarely do in person. Detecting sentiments and emotions in texts have gained a considerable amount of ...
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Title
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Deep Learning for Sentiment and Emotion Detection in Multilingual Contexts
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Author
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Abdullah, Malak
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Date Created
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2018
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Description
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Social media is growing as a communication medium where people can express online their feelings and opinions on a variety of topics in ways they rarely do in person. Detecting sentiments and emotions in texts have gained a considerable amount of ...
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Title
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Distributed Messaging System for the IoT Edge
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Author
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George, Anjus
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Date Created
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2020
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Description
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Recent advances in Deep Learning have made possible distributed multi-camera IoT vision analytics targeted at a variety of surveillance applications involving automated real-time analysis of events from multiple video perspectives. However, the la...
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Title
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ELECTRICITY PRICE FORECASTING USING ADVANCED MACHINE LEARNING TECHNIQUES
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Author
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Sardana, Bhav
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Date Created
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2020
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Description
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Electricity Price Forecasts have been a very important part of the energy industry for a long time. Traditionally, it was used by utilities, but after the liberalization of electricity markets around the world, they are of prime importance not onl...
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Title
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Empirical Methods in an Open Domain Question Answering System
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Author
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Gallagher, Sean
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Date Created
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2015
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Description
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Answering questions effectively involves a complex interconnected set of linguistic and statistical analysis tools, which can be difficult to investigate and evaluate on their own. To evaluate any one of them, I developed two composable, recursive...