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CSA 624: Expert Systems
3.00 Credits
Miami University-Oxford
Expert Systems architecture, knowledge representation, and inference techniques. Provides a combination of both theory and practice in expert systems. An Expert Systems tool is used to implement an expert system. Prerequisite: CSA 274 or 606.
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CSA 624 - Expert Systems
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CSA 626: Informational Retrieval Systems
3.00 Credits
Miami University-Oxford
Introduction to information storage and retrieval (IR). Indexing, clustering, signature generation. Retrieval approaches: inverted files, cluster-based retrieval, signature files, hypertext, and multimedia systems. Special hardware for IR. Web-based IR and information filtering. Prerequisite: CSA 606 or equivalent.
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CSA 626 - Informational Retrieval Systems
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CSA 627: Machine Learning
3.00 Credits
Miami University-Oxford
Concepts and algorithms of machine learning including version-spaces, decision trees, instance-based learning, networks, evolutionary computation, Bayesian learning and reinforcement learning. Prerequisite: CSA 606 or equivalent.
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CSA 627 - Machine Learning
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CSA 628: Advanced Simulation
3.00 Credits
Miami University-Oxford
Advanced simulation topics such as heuristic optimization techniques for simulation and distributed simulation as well as classical techniques such as experimental design, variance reduction, and comparison of alternative designs. Students will embed some of these techniques in an object-oriented simulation program. The effectiveness of these techniques will be investigated in complex simulation models such as queuing networks. Prerequisite: CSA 471/571.
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CSA 628 - Advanced Simulation
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CSA 690: Graduate Research
3.00 Credits
Miami University-Oxford
Research problems in computer science, computer information systems, or operations research, decided upon in consultation with the instructor and student's graduate adviser. Requires a public presentation of completed work. For grade only. Prerequisite: permission of instructor, student's graduate adviser, and graduate director.
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CSA 690 - Graduate Research
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CSA 700: Research for Master's Thesis
6.00 Credits
Miami University-Oxford
Study under graduate faculty supervision of a research problem related to computer science, computer information system, or operations research. Approval and public presentation of a thesis proposal is required within the first three hours of thesis research. Upon completion of research, a thesis is prepared and defended before the advisory committee for approval. Minimum of two semesters of thesis research toward fulfillment of the thesis research requirement. Maximum of six credit hours of CSA 690 and 700 may be applied toward fulfillment of the thesis research requirement for the Master of Systems Analysis. Offered pass/fail. Prerequisite: permission of student's graduate adviser.
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CSA 700 - Research for Master's Thesis
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DSC 203: Supplementary Business Statistics
1.00 Credits
Miami University-Oxford
Review of elementary statistics. Regression analysis and statistical process control. For students needing additional coursework to complete the topics in DSC 205. Prerequisite: MTH 151, STA 261 or equivalents.
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DSC 203 - Supplementary Business Statistics
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DSC 330: Professional Practice
0.00 Credits
Miami University-Oxford
Students participating in an internship program register for this course during the semester they are on work assignment. Prerequisite: permission of departmental internship coordinator.
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DSC 330 - Professional Practice
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DSC 331: Quantitative Methods of Decision Making
3.00 Credits
Miami University-Oxford
Models for managerial decision making under conditions of risk or uncertainty with single or multiple goals. Prerequisite: ACC 222, DSC 205, ECO 201 or 202. Offered infrequently.
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DSC 331 - Quantitative Methods of Decision Making
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DSC 421 /521: Computer Modeling in Business
3.00 Credits
Miami University-Oxford
A course in computer modeling of business and economic processes. Deterministic and stochastic models of the firm and its components, statistical aspects of business models, Monte Carlo studies, computer languages. Prerequisite: (421) DSC 321; (521) DSC 616 or 618 or permission of instructor.
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DSC 421 /521 - Computer Modeling in Business
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