Search results
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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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Subjects--Topical
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Geography
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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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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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Subjects--Topical
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Electrical engineering, Computer science, Computer engineering
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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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Subjects--Topical
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Power resources
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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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Leveraging Visual Analytics for Modeling Online User Behavior on Social Media
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Author
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ElTayeby, Omar
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Date Created
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2020
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Subjects--Topical
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Computer science
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Description
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Analysts and domain experts in various fields rely on collecting data about their subjects to understand and predict their behavior. Characterizing and modeling human behavior requires analyzing extensive amounts of data from heterogeneous sources...
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Title
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Predicting Startup Success in U.S
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Author
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Lopes Veloso, Felipe Augusto
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Date Created
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2020
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Subjects--Topical
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Economics, Artificial intelligence, Entrepreneurship
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Description
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This thesis consists of the creation of a reliable model to predict the success of Startups located in U.S. Previous researches have been focused either on the accuracy of different algorithms, without investigating the real effect of the risk and...
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Title
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Probabilistic Numerical Integration
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Author
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Smalenberger, Kelly
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Date Created
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2020
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Subjects--Topical
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Mathematics
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Description
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In this dissertation, we consider the approximation of unknown or intractable integrals using quadrature, especially when the evaluation of these integrals is considered very costly. This is a central problem both within and without machine learni...
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Title
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Surface Integrity in Diamond Machining Germanium For Infrared Optics
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Author
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Sizemore, Nicholas
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Date Created
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2020
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Subjects--Topical
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Mechanical engineering
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Description
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Ultra-precision manufacturing is a deterministic method of producing optical-grade components. Continuous and interrupted machining operations are the main focus of this research with the goal of improving the manufacturing community’s knowledge. ...
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Title
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USE OF GANG MEMBER SOCIAL MEDIA POSTINGS TO DETECT VIOLENT CRIME
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Author
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Fowler, Sherry
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Date Created
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2020
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Subjects--Topical
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Computer science, Criminology
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Description
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Many large cities in the U.S. have a problem with violent crime, some of which is committed by gang affiliates. Those individuals use social media platforms like Twitter to express messages of loss and aggression, which can grow in volume and diss...
