Search results | J. Murrey Atkins Library

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: A Post-Processing Approach for Solar Power Combined Forecasts of Ramp Events
Author: Abuella, Mohamed
Date Created: 2018
Subjects--Topical: Electrical engineering
Description: 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...

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: An Evidence-Based Digital Nudging In Support Of Health Misinformation Assessment On Social Media Sites
Author: Alsaleh, Hamad
Date Created: 2022
Subjects--Topical: Computer science, Information science, Artificial intelligence
Description: In recent years, social media have dramatically improved the dissemination speed of information, which also includes health misinformation. To date, most of the computational approaches to addressing this problem have focused on detecting and flag...

Title: Exploring an Intelligent Responsive Architecture through Gesture-based Interaction
Author: An, Yijing
Date Created: 2019
Subjects--Topical: Information technology, Architecture, Building
Description: Architects are increasingly adopting gesture-based interaction to create responsive, engaging and inspiring spaces. However, there is no established theories providing guidelines to link gestures and spatial movement. This thesis critiques the pre...

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 ...

Title: A Contactless Non-Intrusive Approach for Machine Learning-Based Personalized Thermal Comfort Prediction
Author: Ashrafi, Roshanak
Date Created: 2022
Subjects--Topical: Civil engineering, Sustainability, Building
Description: Indoor thermal environmental conditions play a significant role in protecting occupants’ well-being. In this regard, schedule-based and predefined environmental control is one of the main reasons for the current discomfort and dissatisfaction with...

Title: Functional Dynamics in Beta-Lactamase: Insights into Substrate Recognition and Inhibition
Author: Avery, Christopher
Date Created: 2023
Subjects--Topical: Bioinformatics, Biophysics, Physics
Description: Beta-lactamase proteins are among the most prominent causes of antibiotic resistance. These enzymes confer resistance to beta lactam antibiotics, which are commonly used to treat bacterial infections. In recent years, novel beta-lactamase have eme...

Title: Robust Audio Classification: Integrating TV Sound Detection
Author: Bourahla, Mohamed Mehdi
Date Created: 2023
Subjects--Topical: Artificial intelligence, Sound
Description: The emergence of voice-controlled systems has transformed the way users engage with technology, providing unparalleled ease and accessibility. Nonetheless, these systems encounter difficulties in distinguishing intended commands from unintentional...

Title: Investigating Multidrug Resistance in Escherichia coli with Phylogenetics and Machine Learning
Author: Brown, David
Date Created: 2023
Subjects--Topical: Bioinformatics, Biometry, Computer science
Description: The next pandemic is already underway in the proliferation of antimicrobial resistance(AMR) genes that reduce the effectiveness of therapeutics. The lessened potency of these current drugs results in increased economic costs, higher public health ...

Title: Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
Author: Chamarthi, Ramachandra Vikas
Date Created: 2019
Subjects--Topical: Electrical engineering, Computer engineering
Description: This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...

Title: USE OF MULTISENSOR DATA IN MODELING FREEWAY TRAVEL TIME: VARIABILITY ANALYSIS AND PREDICTION
Author: Chen, Zhen
Date Created: 2019
Subjects--Topical: Transportation
Description: Nowadays anonymous vehicle probe data have been greatly improved in both data coverage and data fidelity. Thus, vehicle probe data have become a reliable source for freeway travel time analysis. The travel time variability is highly complex as it ...

Title: PREDICTING CREDIT DEFAULT RISK VIA STATISTICAL MODEL AND MACHINE LEARNING ALGORITHMS
Author: Choubey, Anand
Date Created: 2018
Subjects--Topical: Economics
Description: Financial institutions need to measure risks within their credit portfolios (homeloans, credit card, auto loans, etc.) for regulatory requirements and for internal riskmanagement. To meet these requirements financial institutions increasingly rely...

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: 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: Art Authentication in an Untagged Art Database
Author: Dobbs, Bryan
Date Created: 2022
Subjects--Topical: Computer science, Art--Historiography, Mathematics
Description: The identification of the artist of a painting is also known as art authentication, and the answer to this question is manifest through art gallery exhibition and is reinforced through financial transactions. Art authentication has visual influenc...

Title: Developing Data-Driven Approaches for Analyzing, Identifying, and Predicting Power System Outages
Author: Doostan, Milad
Date Created: 2019
Subjects--Topical: Electrical engineering, Statistics
Description: Outages that occur in power distribution systems can seriously endanger system operation in different ways. In recent years, with the explosion in data gathering within the smart grid framework, data analytics has emerged as a desirable tool in he...

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: Autonomous Control of an All-terrain Vehicle using Embedded Systems and Artificial Intelligence Techniques
Author: Erian, Karim
Date Created: 2022
Subjects--Topical: Computer engineering, Artificial intelligence, Automobiles--Design and construction
Description: The need for autonomous vehicles that do not operate on highways and can move off-road is increasing. While there have been significant advancements in autonomous passenger vehicles in the last couple of years, autonomous off-road vehicles have no...

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...