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CSCI 7210: Topics In Analytical Research In Management Information Systems
3.00 Credits
University of Colorado Denver
Covers a variety of analytical research topics of interest to the IS research community including the evaluation of data mining algorithm performance, cost sensitive learning and outlier detection. Prereq: Admission to the CSIS PhD program. Cross-listed with ISMG 7210.
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CSCI 7211: Topics In Behavioral-Organizational Research In Managemnt Information Systems
3.00 Credits
University of Colorado Denver
Provides in-depth exposure to some key behavioral, management and organizational theories and models used in Information Systems research. Covers topics in socio-technical, trust, computer self-efficacy, organizational transformation, organizational learning, resource-based and coordination theories. Prereq: Admission to the CSIS PhD program. Cross-listed with ISMG 7211.
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CSCI 7502: Research Methods
3.00 Credits
University of Colorado Denver
Promotes research skills. Involves presenting a research topic and discussions of its merits, reviewing journal articles, writing a paper and/or a proposal in the NIH / NSF format in the student’s area of research. Prereq: PhD student standing or permission of instructor for MS students who are writing a thesis.
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CSCI 7551: Parallel and Distributed Systems
3.00 Credits
University of Colorado Denver
Examines a range of topics involving parallel and distributed systems to improve computational performance. Topics include parallel and distributed programming languages, architectures, networks, algorithms and applications. Prereq: Graduate Standing. Cross-listed with CSCI 5551.
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CSCI 7552: Advanced Topics in Parallel Processing
3.00 Credits
University of Colorado Denver
Examines the advances of sequential computers for gaining speed and application of these techniques to high-speed supercomputers of today. Programming methodologies of distributed and shared memory multiprocessors, vector processors and systolic arrays are compared. Performance analysis methods for architectures and programs are described. Cross-listed with CSCI 5552.
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CSCI 7574: Advanced Topics in Operating Systems
3.00 Credits
University of Colorado Denver
Covers the advanced topics in operating systems by examining functionality and performance issues in CPU Scheduling, communications, distributed file systems, distributed operating systems, shared-memory multiprocessors and real-time operating systems. In addition to studying papers, reviews and presentations, students carry out a semester long team project within the scope of one of the above topics Prereq: CSCI 3453 or CSCI 5573. Cross-listed with CSCI 5574.
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CSCI 7582: Artificial Intelligence
3.00 Credits
University of Colorado Denver
Approaches to design of systems for solving problems usually solved by humans, especially those related to intelligent decision making. Emphasis on various types of knowledge representation. Cross-listed with CSCI 5582.
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CSCI 7654: Algorithms for Communication Networks
3.00 Credits
University of Colorado Denver
Algorithmic and mathematical underpinnings of communication networks. A taxonomy of data-packet networks depending on modes of communication: fixed-interconnection networks, radio networks and multiple-access channel. Algorithms to implement packet routing and broadcasting. Prereq: Permission of instructor. Cross-listed with CSCI 5654.
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CSCI 7711: Bioinformatics I
4.00 Credits
University of Colorado Denver
(BIOI 7711-Offered on a semester basis from H.S.C.) What is Bioinformatics and why study it? How is large-scale molecular biology data generated, where and how can researchers gain access to it, what computational analyses are possible and computational techniques for solving inference problems in molecular biology? Prereq: Permission of instructor.
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CSCI 7712: Bioinformatics II
4.00 Credits
University of Colorado Denver
(BIOI 7712-offered on a semester basis from H.S.C.) Inference problems and computational techniques for molecular biology, with emphasis on machine learning approaches. Use of computational induction techniques focused on information extraction from biomedical literature, inference of biochemical networks from high-throughput data and prediction of protein function. Estimation, clustering, discrimination and regression. Prereq: CSCI 7711.
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CSCI 7712 - Bioinformatics II
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