College of Engineering
The College of Engineering at Illinois is among the world's most prestigious and largest engineering institutions, with undergraduate and graduate programs rated among the top five nationally. Approximately 5,000 undergraduates and more than 2,600 graduate students are divided with 12 specialized departments.
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(2018-05)Many modern hardware systems are equipped with sensors which record time-series diagnostic data. These sensors enable data-driven failure prediction that can reduce the need for component redundancy and lengthen lifetime ...
(2018-05)This thesis proposes a convolutional neural network-based approach for labeling art paintings by their author and style. Our Artist1000 dataset consists of 1000 raw painting images for each of 5 prolific artists. Our ...
(2018-05)Although Deep Neural Networks (DNNs) have state-of-the-art performance in various machine learning tasks, in recent years, they are found to be vulnerable to so-called adversarial examples Specifically, take x is an ...
(2018-05)Fleets of electric vehicles have the potential to be used as traffic and electric grid resources in cities with proper management. This thesis models an electric vehicle battery and a bidirectional charger with real and ...
(2018-05)Increasing the utility of integrated ring oscillators requires that several sources of error be addressed. These include temperature, voltage, and process variations. A solution to these would allow for higher performance ...