Search results | J. Murrey Atkins Library

Title: A COMBINED FINITE ELEMENT AND MACHINE LEARNING APPROACH FOR PREDICTING SPECIFIC CUTTING FORCES AND MAXIMUM TOOL TEMPERATURES DURING ORTHOGONAL MACHINING
Author: Mekarthy, Sai Manish Reddy
Date Created: 2019
Subjects--Topical: Mechanical engineering, Engineering, Computer science
Description: In machining, specific cutting forces and temperature fields in the shear zones are of primary interest. These quantities depend on many machining parameters, such as the cutting speed, rake angle, tool-tip radius, uncut chip thickness, etc. The f...

Title: ANALYSIS OF OPTICAL FIBER SPECKLE PATTERNS FOR DETECTION OF IVUS CATHETER TIP IN 3D SPACE: AN INTELLIGENT SENSOR RESEARCH
Author: Razmyar, Soroush
Date Created: 2020
Subjects--Topical: Optics, Computer science, Biomedical engineering
Description: This research study presents the architectural design and computational framework for an intelligent tracking sensor constructed from a multimode fiber optic. As laser light travels through an inhomogeneous medium, such as multimode fiber, the ran...

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: 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: 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: 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: 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: Empirical Methods in an Open Domain Question Answering System
Author: Gallagher, Sean
Date Created: 2015
Subjects--Topical: Computer science
Description: 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...

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: 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: 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: POLYPHONIC MUSIC INFORMATION RETRIEVAL BASED ON MULTI-LABEL CASCADE CLASSIFICATION SYSTEM
Author: Jiang, Wenxin
Date Created: 2009
Subjects--Topical: Computer science, Information science, Interactive multimedia
Description: Recognition and separation of sounds played by various instruments is very useful in labeling audio files with semantic information. This is a non-trivial task requiring sound analysis, but the results can aid automatic indexing and browsing music...

Title: Reducing training effort in biological image classification
Author: Nguyen, Nhat Rich
Date Created: 2017
Subjects--Topical: Computer science
Description: To automatically classify biological images, machine learning techniques have been widely used to train the classifiers from labeled images. For a new category of biological object, a tedious and expensive labeling process is needed from a human e...

Title: Reinforcement Learning based Multi-layer Traffic Engineering for Intelligence Wireless Networking: From System to Algorithms
Author: Pinyoanuntapong, Pinyarash
Date Created: 2023
Subjects--Topical: Computer science
Description: The AI-digital era is characterized by an unprecedented surge in data usage, spanning from data centers to IoT devices. This growth has driven the evolution of AI-optimized networks, designed to fuse AI capabilities with advanced network solutions...

Title: Rethinking Few-Shot Learning For Speech, Continual Learning And Privacy
Author: Parnami, Archit
Date Created: 2022
Subjects--Topical: Computer science, Artificial intelligence
Description: The availability of large amounts of labeled training data is a major contributing factor (and a bottleneck) to the recent progress in the field of Deep Learning. However, collecting and labeling data is a time consuming and expensive process. Oft...

Title: Structural Learning for Large Scale Image Classification
Author: Shen, Yi
Date Created: 2013
Subjects--Topical: Computer science
Description: To leverage large-scale collaboratively-tagged (loosely-tagged) images for training a large number of classifiers to support large-scale image classification, we need to develop new frameworks to deal with the following issues: (1) spam tags, i.e....

Title: USE OF GANG MEMBER SOCIAL MEDIA POSTINGS TO DETECT VIOLENT CRIME
Author: Fowler, Sherry
Date Created: 2020
Subjects--Topical: Computer science, Criminology
Description: 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...

Title: Understanding the plight of Covid-19 Long Haulers through Computational Analysis of YouTube Content
Author: Jordan, Alexis
Date Created: 2022
Subjects--Topical: Computer science
Description: The coronavirus pandemic is a pervasive event that has had a drastic impact on countries globally. In the United States alone there have been over 98 million Covid-19 cases and over 1 million deaths. One consequence of Covid-19 infection has been ...