Browsing by Title
Now showing items 3772-3791 of 7610
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M. W. Shaver, Cat Bi, Haiphong
(2008-10-30) -
Machine Learning Approaches to Unravelling the Role of Mammalian DNA Methylation in Gene Regulation
(2017-12)Transcriptional regulation is a highly complicated and dynamic process established by regulatory pathways involving cascades, feedbacks and other sophisticated control mechanisms. Epigenetic mechanisms are key regulatory ... -
Machine Learning Based Cross-Language Vulnerability Detection : How Far Are We
(2020-05)This thesis concerns the study of Machine Learning based methods for detecting vulnerable code. Various Neural Network models have been trained to detect specific vulnerabilities on a programming language dataset. This ... -
Machine Learning Based Energy Management System for Improvement of Critical Reliability
(2019-05)Current power distribution system faces challenges that originate from aging infrastructure, DER integration, and frequent natural disasters. At the same time, the contingencies are one of the leading causes of economic ... -
Machine Learning Solutions for Emotional Speech: Exploiting the Information of Individual Annotations
(2018-05)Speech emotion recognition solutions designed under controlled conditions do not translate well into real-life applications. The first step to address this issue is developing a large, natural emotional database. Current ... -
Machine Learning Techniques for Automated Detection of Cardiac Arrhythmias
(2020-06-03)Cardiac Arrhythmias are cardiac abnormalities that arise as a consequence of irregularities in the electrical conduction system of the heart. In this dissertation, a comprehensive set of machine learning techniques, ... -
Machine Learning Techniques for Improved Disease Detection in Breast and Gastrointestinal Tissues
(2021-11-17)We have developed high-performing deep learning architectures and preprocessing pipelines for identifying abnormalities, diseases, anatomical landmarks, and physiological characteristics of breast and gastrointestinal ... -
Machine Learning-Based Hotspot Detection: Fallacies, Pitfalls and Marching Orders
(2020-04-09)Extensive technology scaling has not only increased the complexity of Integrated Circuit (IC) fabrication but also multiplied the challenges in the Design For Manufacturability (DFM) space. Among these challenges, detection ... -
Machine Learning-Based Renewable and Load Forecasting in Power and Energy Systems
(2020-08)In the past decades, the power electricity industry has undergone tremendous evolution, which ends up with the development and establishment of electricity markets. This transformation breaks up generation services into ... -
Machine Learning-based Solutions for Comprehending and Mitigating Imperfections of Semiconductor Manufacturing and Testing
(2022-12-01)In recent years, significant technological advancements have been made in the semiconductor industry; However, with these advancements, comes a lot of manufacturing and testing challenges that have a direct impact on the ... -
Machine Learning-Based Techniques for Forecasting Emergency Department Peak Load Due to Respiratory Diseases Patients
(2017-08)Chronic Respiratory diseases, mainly asthma and Chronic Obstructive Pulmonary Disease (COPD), affect the lives of people by limiting their activities in various aspects. Overcrowding of hospital emergency departments (EDs) ... -
Machine Learning-Empowered Smart Health Wearables for Long-Term High-Resolution Heart Rate and Blood Pressure Tracking
(2017-05)Wearable computers are paving a promising way for ubiquitous smart health applications. Longterm high-resolution heart rate and blood pressure tracking is highly significant not only for medical purposes such as heart ... -
Machine-Learning-Based Parallel Genetic Algorithms for Multi-Objective Optimization in Ultra-Reliable Low-Latency WSNs
(Institute of Electrical Electronics Engineers Inc, 2018-12-10)Different from conventional wireless sensor networks (WSNs), ultra-reliable and low-latency WSNs (uRLLWSNs), being an important application of 5G networks, must meet more stringent performance requirements. In this paper, ... -
MAGIC: Mobile Auxiliary Gateways Improve Connectivity of wireless sensor networks
(The University of Texas at Dallas, 2013-06-18) -
Magnetic Nanopantograph in the SrCu₂(BO₃)₂ Shastry-Sutherland Lattice
(National Academy of Sciences, 2015-02-02)Magnetic materials having competing, i.e., frustrated, interactions can display magnetism prolific in intricate structures, discrete jumps, plateaus, and exotic spin states with increasing applied magnetic fields. When the ... -
Magnetic Properties and Coordination Polymerization of Lanthanide Phosphate Complexes
(2021-12-01)The intrinsic properties of lanthanides give steric and electronic advantages in rare earth organometallics. Lanthanides have the potential to accomplish unique applications which cannot be done using transition metals. ... -
Magnetic Torsional Actuation of Carbon Nanotube Yarn Artificial Muscle
Magnetically driven torsional actuation of a multiwalled carbon nanotube (MWNT) yarn was realized by first biscrolling NdFeB magnetic particles into helical yarn corridors to make a magnetic MWNT yarn. The actuating device ... -
Magnetic, Thermodynamic, and Electrical Transport Properties of the Noncentrosymmetric B20 Germanides MnGe and CoGe
(American Physical Society, 2014-10-03)We present magnetization, specific heat, resistivity, and Hall effect measurements on the cubic B20 phase of MnGe and CoGe and compare to measurements of isostructural FeGe and electronic-structure calculations. In MnGe, ... -
Magnetostratigraphy of the Chinle and Moenkopi Strata Cored at Colorado Plateau Coring Project Site 1A, Northern Petrified Forest National Park
(2017-05)The Triassic Period (ca. 251.9-201.3 Ma) is bounded by two of Earth’s largest mass extinctions, suffered several giant bolide impacts and eruption of three large igneous provinces, and witnessed evolution of the main ... -
Magnolia Glauca, Small Magnolia
(2014-07-22)