Browsing 2020 UMKC Dissertations - Freely Available Online by Thesis Department "Computer Science (UMKC)"
Now showing items 1-7 of 7
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Automated End-to-End Management of the Deep Learning Lifecycle
(2020)Deep learning has improved the state-of-the-art results in an ever-growing number of domains. This success heavily relies on the development of deep learning models--an experimental, iterative process that produces tens ... -
Compression for Machine Vision and Beyond
(2020)Compression has been one of the most fundamental and elusive challenges in both academia and industry. With the sheer increase of high-definition video content over the internet, developing improved compression algorithms ... -
Crosstalk computing: circuit techniques, implementation and potential applications
(2020)This work presents a radically new computing concept for digital Integrated Circuits (ICs), called Crosstalk Computing. The conventional CMOS scaling trend is facing device scaling limitations and interconnect bottleneck. ... -
Enriching Knowledge Graphs Using Machine Learning Techniques
(2020)A knowledge graph represents millions of facts and reliable information about people, places, and things. These knowledge graphs have proven their reliability and their usage for providing better search results; answering ... -
Lightweight cryptographic protocols for mobile devices
(2020)In recent years, a wide range of resource-constrained devices have been built and integrated into many networked systems. These devices collect and transfer data over the Internet in order for users to access the data or ... -
Ocular motion classification for mobile device presentation attack detection
(2020)As a practical pursuit of quantified uniqueness, biometrics explores the parameters that make us who we are and provides the tools we need to secure the integrity of that identity. In our culture of constant connectivity, ... -
The Holistic Course Delivery: A Novel Pedagogy for Collegiate Introductory Computer Programming
(2020)For many years there have not been enough computer science graduates to fill open positions. One of the chief barriers to the formation of computer science graduates is that many students are unsuccessful in the introductory ...