Search results
-
-
Title
-
'Practice' for Enhancing the Performance of a Deep Reinforcement Learning Agent
-
Author
-
Kancharla, Venkata Sai Santosh Ravi Teja
-
Date Created
-
2019
-
Subjects--Topical
-
Artificial intelligence
-
Description
-
Deep reinforcement learning has demonstrated its capability to solve a diverse array of challenging problems, which were not able to solve previously. It has been able to achieve human-level performance in Atari 2600 games and it has shown great p...
-
-
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
-
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
-
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
-
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
-
Behavioral Health Stigma: Breaking the code with Stigma Index
-
Author
-
Tokmic, Farah
-
Date Created
-
2018
-
Subjects--Topical
-
Medical sciences, Information science
-
Description
-
Social labeling of people with behavioral health disorders falls under the umbrella of "stigma" and plays a key role in limiting the access to behavioral healthcare. Currently, the U.S. spends an estimated $201B on behavioral health disorders ever...
-
-
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
-
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
-
Development of Structural Informatics Method For Binding Peptides
-
Author
-
Patterson, John
-
Date Created
-
2023
-
Subjects--Topical
-
Bioinformatics
-
Description
-
In the continuous pursuit of advanced therapeutics, the field of bioinformatics hasinnovated tools that allow unprecedented control over the proteome, profoundly shaping our understanding and manipulation of biological domains. Computational appro...
-
-
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
-
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
-
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...