Search results
-
-
Title
-
Predicting Startup Success in U.S
-
Author
-
Lopes Veloso, Felipe Augusto
-
Date Created
-
2020
-
Subjects--Topical
-
Economics, Artificial intelligence, Entrepreneurship
-
Description
-
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...
-
-
Title
-
Probabilistic Numerical Integration
-
Author
-
Smalenberger, Kelly
-
Date Created
-
2020
-
Subjects--Topical
-
Mathematics
-
Description
-
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...
-
-
Title
-
Distributed Messaging System for the IoT Edge
-
Author
-
George, Anjus
-
Date Created
-
2020
-
Subjects--Topical
-
Electrical engineering, Computer science, Computer engineering
-
Description
-
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...
-
-
Title
-
Short Term Ex-ante Load Forecasting
-
Author
-
Li, Yike
-
Date Created
-
2022
-
Subjects--Topical
-
Statistics
-
Description
-
Short-term load forecasting (STLF) is a conventional process at power companies to serve for better decision-making in their daily operations. Weather factors play a key role in STLF. In practice, an online STLF system typically requires the use o...
-
-
Title
-
A Comprehensive Study of Drinking Water Coagulation with Aluminum Sulfate
-
Author
-
Alansari, Amir
-
Date Created
-
2021
-
Subjects--Topical
-
Civil engineering
-
Description
-
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...
-
-
Title
-
A GIS-BASED EXPERT SYSTEM TO IMPROVE THE ACCURACY OF WETLAND CLASSIFICATION
-
Author
-
Deng, Jing
-
Date Created
-
2020
-
Subjects--Topical
-
Geography
-
Description
-
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...
-
-
Title
-
An Integrated Phylogeographic Analysis of the Bantu Migration
-
Author
-
Ford, Colby
-
Date Created
-
2018
-
Subjects--Topical
-
Computer science, Mathematics, Genetics
-
Description
-
"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...
-
-
Title
-
ELECTRICITY PRICE FORECASTING USING ADVANCED MACHINE LEARNING TECHNIQUES
-
Author
-
Sardana, Bhav
-
Date Created
-
2020
-
Subjects--Topical
-
Power resources
-
Description
-
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...
-
-
Title
-
Fine-grained Video Classification for Rare Events
-
Author
-
Shan, Junjie
-
Date Created
-
2018
-
Subjects--Topical
-
Computer science, Information technology
-
Description
-
Video analysis plays an important role in the field of computer vision and finds its application in many areas. Fine-grained event classification is one of the most challenging problems in video analysis due to subtle difference between classes an...
-
-
Title
-
Generative Machine Learning Models for Airflow Prediction of Architectural Spaces
-
Author
-
Claudio Rodriguez, Fernando
-
Date Created
-
2021
-
Subjects--Topical
-
Computer science, Information technology, Architecture
-
Description
-
Computer Fluid Dynamics (CFD) airflow simulations are not used as often in architectural settings primarily due to time constraints. The proper use of CFD airflow simulations involves a complex setup and run-time process that requires a large amou...
-
-
Title
-
GENERATION AND CHARACTERIZATION OF FIREBRANDS FROM SELECTED STRUCTURAL FUELS
-
Author
-
Hedayati, Faraz
-
Date Created
-
2018
-
Subjects--Topical
-
Mechanical engineering
-
Description
-
Spotting by firebrands is the only mechanism that is capable of initiating fires miles from a fire line. The firebrand phenomenon can be understood in three major sequential phases: production, transportation, and ignition of the recipient fuel. A...
-
-
Title
-
Leveraging Visual Analytics for Modeling Online User Behavior on Social Media
-
Author
-
ElTayeby, Omar
-
Date Created
-
2020
-
Subjects--Topical
-
Computer science
-
Description
-
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...
-
-
Title
-
Deep Learning for Sentiment and Emotion Detection in Multilingual Contexts
-
Author
-
Abdullah, Malak
-
Date Created
-
2018
-
Subjects--Topical
-
Computer science
-
Description
-
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 ...
-
-
Title
-
DISFLUENT SPEECH SEGMENTS DETECTION AND REMEDIATION
-
Author
-
Arbajian, Pierre
-
Date Created
-
2019
-
Subjects--Topical
-
Information science, Linguistics
-
Description
-
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 ...