Index Catalog // ScholarsArchive@OSU

Machine Learning Techniques to Model Species Interactions and Distributions Under Imperfect Detection

Creator:: Seo, Eugene
Abstract:: Ecological domains seeking to understand the environment and the behavior of species have received little attention in machine learning (ML), despite the fact that environmental changes have a significant impact on humans as well as ecosystems. Some ecological problems can be formulated similarly to other common ML applications, but there...
Resource Type:: Dissertation
Full Text:: : Rebecca A. Hutchinson Ecological domains seeking to understand the environment and the behavior of

Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Creator:: Wei, Qi
Abstract:: Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...
Resource Type:: Dissertation
Full Text:: Assessment Abstract approved: Stephen A. Ramsey Ph.D. candidate Qi Wei’s thesis consists of two projects

Interpretable Machine Learning: Applications in Biology and Genomics

Creator:: Danaee, Padideh
Abstract:: Machine learning (ML) and deep learning (DL) models impact our daily lives with applications in natural language modeling, image analysis, healthcare, genomics, and bioinformatics. The exponential growth of biological sequence data necessitates accompanying advances in computational methods. Although deep learning is highly effective for detecting and classifying biological sequences, challenges...
Resource Type:: Dissertation
Full Text:: Machine Learning: Applications in Biology and Genomics Abstract approved: David A. Hendrix Machine

Mental Models of Mere Mortals with Explanations of Reinforcement Learning

Creator:: Anderson, Andrew A.
Abstract:: How should reinforcement learning (RL) agents explain themselves to humans not trained in AI? To gain insights into this question, we conducted a 124 participant, four-treatment experiment to compare participants’ mental models of an RL agent in the context of a simple Real-Time Strategy (RTS) game. The four treatments isolated...
Resource Type:: Masters Thesis
Full Text:: AN ABSTRACT OF THE THESIS OF Andrew A. Anderson for the

Modeling and experimental verification of electric and magnetic fields generated by undersea power transmission cables

Creator:: York, Charles E.
Abstract:: As interest grows in developing devices to harvest energy from ocean waves, tidal currents, and offshore wind, concerns over possible environmental effects from such devices also grow. One such concern is over the induced electric fields and the generated magnetic fields from generators and their associated submarine power cables in...
Resource Type:: Masters Thesis
Full Text:: environment, including the possible effects on ocean wildlife. A method for analytically calculating magnetic

Assessing mental workload and situation awareness in the evaluation of real-time, critical user interfaces

Creator:: Strawn, Jordan J.
Abstract:: While there are many ways to evaluate a user interface design, the user's mental workload and situation awareness (SA) are particularly important considerations in the supervisory control of safety-critical systems. Typically, operators of these systems must monitor high-volume, time-sensitive status information. Interface design for this domain can be challenging and...
Resource Type:: Masters Thesis
Full Text:: : ______________________________________________ Carlos Jensen While there are many ways to evaluate a user interface design, the user’s

Fabrication of a flexible glucose sensing catheter for human implantation

Creator:: Matthews, David J.
Abstract:: Flexible electronics processing techniques were applied to integrate a glucose sensor with a hormone-delivery catheter in order to create a cheap and minimally invasive method for patients with type 1 diabetes to continually monitor and control their blood sugar levels. Ultimately, this work intends to move toward the development of...
Resource Type:: Masters Thesis
Full Text:: Fabrication of a Flexible Glucose Sensing Catheter for Human

A nano-power wake-up circuit for RF energy harvesting wireless sensor networks

Creator:: Lindsley, Christopher J.
Abstract:: A fully integrated CMOS latched comparator is presented for use as a wake-up circuit that is attached to an RF energy harvester in a battery free wireless sensor network. The system consumes less than 36nA static current at 20°C and dissipates 2pJ of energy per conversion. The comparator comprises of...
Resource Type:: Masters Thesis
Full Text:: on December 17, 2008. Title: A Nano-Power Wake-Up Circuit for RF Energy Harvesting Wireless Sensor

Software history under the lens : a study on why and how developers examine it

Creator:: Codoban, Mihai, Srinivasa Ragavan, Sruti, Dig, Danny, and Bailey, Brian
Abstract:: Despite software history being indispensable for developers, there is little empirical knowledge about how they examine software history. Without such knowledge, researchers and tool builders are in danger of making wrong assumptions and building inadequate tools. In this paper we present an in-depth empirical study about the motivations developers have...
Resource Type:: Technical Report
Full Text:: Software History Under the Lens: A Study on Why and How

A statistical inference framework for finding recurring patterns in large data with applications to energy management

Creator:: You, Zeyu
Abstract:: We consider the problem of finding unknown patterns that are recurring across multiple sets. For example, finding multiple objects that are present in multiple images or a short DNA code that is repeated across multiple DNA sequences. We first consider a simple problem of finding a single unknown pattern in...
Resource Type:: Masters Thesis
Full Text:: Master of Science in Electrical and Computer Engineering presented on June 10, 2014. Title: A

ScholarsArchive@OSU

Machine Learning Techniques to Model Species Interactions and Distributions Under Imperfect Detection

Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Interpretable Machine Learning: Applications in Biology and Genomics

Mental Models of Mere Mortals with Explanations of Reinforcement Learning

Modeling and experimental verification of electric and magnetic fields generated by undersea power transmission cables

Assessing mental workload and situation awareness in the evaluation of real-time, critical user interfaces

Fabrication of a flexible glucose sensing catheter for human implantation

A nano-power wake-up circuit for RF energy harvesting wireless sensor networks

Software history under the lens : a study on why and how developers examine it

A statistical inference framework for finding recurring patterns in large data with applications to energy management

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