Dept. of Computer Science


The Department of Computer Science is recognized throughout the world as a leader in education and research. The department and its graduates have long been at the forefront of modern computing beginning with the ILLIAC in 1952, and continuing with the creation of Mosaic, the first graphic web browser, through the most recent Internet era.

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  • Ren, Wenyu; Yardley, Timothy; Nahrstedt, Klara (2019-04)
    The Supervisory Control and Data Acquisition (SCADA) system is the most commonly used industrial control system but is subject to a wide range of serious threats. Intrusion detection systems are deployed to promote the ...


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  • Ellis, Apollo Isaac Orion (2018-12-05)
    Vector images are images which encode visible surfaces of a 3D scene, in a resolution independent format. Prior to this work generation of such an image was not real time. As such the benefits of using them in the graphics ...


    application/pdfPDF (7MB)Restricted Access
  • He, Shibi (2018-12-14)
    Learning to rank is vital to information retrieval and recommendation systems. Directly optimizing the listwise evaluation measure such as normalized discounted cumulative gain (NDCG) is an advanced way to learn a ranking ...


    application/pdfPDF (1MB)Restricted to U of Illinois
  • Dong, Taiyu (2018-12-13)
    We explore methods of weakly supervised learning from referring expression. Unlike traditional fully supervised semantic segmentation of object recognition tasks, in which a a small set of discrete class bases is provided, ...


    application/pdfPDF (5MB)Restricted to U of Illinois
  • Benson, Christopher Edward (2018-12-13)
    This thesis explores the use of reinforcement learning approaches to improve replacement policies of caches. In today's internet, caches play a vital role in improving performance of data transfers and load speeds. From ...


    application/pdfPDF (551kB)Restricted to U of Illinois

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