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CS 516: Advanced Compilers
3.00 Credits
Southern Illinois University Carbondale
A continuation of 416 including advanced topics in lexical and syntax analysis, error recovery, sematic analysis, code optimization and compiler compilers. Prerequisite: CS 416.
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CS 516 - Advanced Compilers
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CS 520: Adv Topic Parallel Distrb Comp
3.00 Credits
Southern Illinois University Carbondale
An advanced treatment of parallel and distributed computing; review of hardware and software considerations for parallel computation; development and analysis of parallel algorithms (with particular attention to the communication and synchronization costs associated with parallel algorithms); effect of granularity on performance; a comparison of the parallel and distributed programming paradigms including a detailed study of the central features of each approach; software systems for distributed computing including exposure to one or more distributed programming environments; the direction of parallel computing as suggested by recent, high level parallel languages; parallelizing serial programs; parallelizing compilers; future directions of parallel and distributed computing systems. The course will include a student project. Prerequisite: CS 420.
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CS 530: Advanced Database Systems
3.00 Credits
Southern Illinois University Carbondale
A detailed treatment of advanced topics in data base systems including, but not limited or restricted to, relational database theory, query optimization, recovery techniques, concurrency control, distributed database systems, security and integrity and database machines. Prerequisite: CS 430.
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CS 530 - Advanced Database Systems
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CS 532: Topics in Information Systems
3.00 - 6.00 Credits
Southern Illinois University Carbondale
A detailed study of two or three topics relevant to information systems. Topics may include but are not limited to sorting, searching, information retrieval and automatic text processing, database security and encryption, distributed databases and data communication. Prerequisite: CS 430. Special approval needed from the instructor.
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CS 532 - Topics in Information Systems
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CS 533: Data Mining Tech & Apps
3.00 Credits
Southern Illinois University Carbondale
This course will provide the techniques of data mining and knowledge discovery in databases. Fundamental principles and techniques of data mining are explained as well as their potential in Bioinformatics application. Major topic areas are: data preparation, association rule mining, data classification/prediction, data clustering, and web mining. Prerequisite: CS 430 or consent of instructor.
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CS 533 - Data Mining Tech & Apps
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CS 536: Artificial Intelligence II
3.00 Credits
Southern Illinois University Carbondale
Theorem proving, the Resolution Principle, strategies, and achievements. Program verification. Natural language processing. Other selected topics. Prerequisite: CS 436.
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CS 536 - Artificial Intelligence II
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CS 537: Adv Topics in Expert Systems
3.00 Credits
Southern Illinois University Carbondale
This course is designed to provide students with advanced topics in expert systems theory. Topics covered include: knowledge representation, methods of inference, reasoning under uncertainty, and inexact reasoning (fuzzy logic). A practical introduction to expert systems programming serves to reinforce and clarify the theoretical concepts. Prerequisite: CS 330 or consent of instructor.
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CS 539: Agents & Multiagent Systems
3.00 Credits
Southern Illinois University Carbondale
This is an advanced treatment of fundamental concepts in the design of intelligent autonomous agents and agent systems. Classic agent theories, architectures, algorithms, and languages are discussed. An agent-based project is an integral part of this course. Restricted to graduate standing or consent of instructor.
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CS 539 - Agents & Multiagent Systems
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CS 540: Adv Comp Networks
3.00 Credits
Southern Illinois University Carbondale
Topics include routing protocols used in internet; data compression techniques; telecommunication systems - its services, architecture and protocols; high speed networks; routing protocols in mobile ad-hoc networks; and a detailed performance analysis of different window flow control and congestion control mechanisms using queuing theory. Prerequisite: CS 440 with a grade of C or better, or consent of the instructor.
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CS 553: Formal Languages & Automata
3.00 Credits
Southern Illinois University Carbondale
The Chomsky hierarchy of formal grammars and the corresponding classes of automata. Turing machines and basic concepts of computability. Recursive and recursively enumerable languages. Closure properties. Undecidable problems about Turing machines and context-free languages. Deterministic context-free languages and the construction of LR parsers. Prerequisite: CS 451.
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CS 553 - Formal Languages & Automata
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