15. Partial List of Courses and Specialization Areas

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15. Partial
List
of
Courses and Specialization Areas

The following is a partial course list, clustered i
nto
concentrations. With the adviser’s
approval, students may take courses from different concentration areas

(including 600
-
level
course
s
)

to specialize in the major area, which is typically the research area.

Required Courses

ECE 576: Information Engineering

ENGR 798: Seminar

ENGR 799: Doctoral Dissertation

Specialization 1: Information Mana
gement

CIS 556: Database Systems

CIS 562: Web Info
rmation Systems

CIS 564/IMSE 570: Principles of Organizational Information Systems

CIS 568/ECE 537: Data Mining

CIS
634: The Semantic Web

CIS 635/ECE 677: Multi
media Data Management

CIS 637: Informa
tion Retrieval

CIS
650
: Advanced Database Systems

CIS 65
8: Topics in Database Systems

IMSE 5585: Electronic Commerce

IMSE 5715: Modeling of Integrated Information Systems

IMSE 610: Special Topics in Enterprise Information Systems

Specialization 2: Software Engineering



CIS 553:

Software Engineering



CIS 556: Database Systems




CIS 565: Software Quality Assurance



CIS 577: Software User Interface Design



CIS 676: Software Architecture, Design and Analysis

:

ECE 535
/CIS 535
:
Mobile Devices and Ubiquitous Computing Systems


ECE 537: Data Mining


ECE 574: Advanced Software Techniques in Engineering Applications


Specialization 3
: Computer Networks and

Security

CIS 527: Computer Networks

CIS 537: Advanced Computer Networks

CIS 544: Computer and Network Security

CIS 57
1: Web Services: Concepts, Architectures, and Applications

CIS 5XX: Vehicular Network Security and Privacy

CIS 628:
Advanced Distributed Systems

CIS 647: Topics in Networking

CIS 676: Topics in Information Security

ECE 526: Multimedia Communication Systems

ECE 550: Communication Systems

ECE 570: Computer Networks and Distributed Systems

ECE 5701:
Wireless Communication

ECE 5702: High
-
Speed and Advanced Networks

ECE 650: Information Theory in Electrical Communication

ECE

670: Advanced Topics in Computer Netw
ork and Wireless Communication

Specialization 3: Intelligent Systems

CIS 568/ECE 537: Data Mining

CIS 579: Artificial Intelligence

ECE 552: Fuzzy Systems

ECE 579: Intelligent Systems

ECE 583: Neural Networks

ECE 585: Pattern Recognition

ECE 586: Digital
Image Processing

ECE 588: Applied Machine Vision

ECE 5XX: Interactive Media: Human
-
Computer Interaction and Artificial Intelligence

ECE 678: Advanced Topics in Intelligent Systems (Proposed)

ECE 679: Advanced Topics in Machine Learning (Proposed)

ECE 6XX:

Nonlinear Digital Signal Processing

IMSE 538: Intelligent Manufacturing Systems

Specialization 4:
Multimedia Engineering


CIS 515: Computer Graphics

CIS
651:
Advanced Computer Graphics

CIS
652:
Computer Animation

CIS 571: Web Services: Concepts, Arc
hitectures, and Applications

CIS 654:
Information Visualization

ECE 525: Multimedia Data Storage and Retrieval


ECE 5251: Multimedia D
esign Tools I: Static Media

ECE 529: Introduction to Computer Music

ECE 535
/CIS 535
: Mobile

Devices and Ubiquitous Computing Systems

ECE 577: Engineering in Virtual Worlds

ECE 584: Speech Processing

ECE 5XX: Interactive Media: Human
-
Computer Interaction and Artificial Intelligence

ECE 6XX: Multimedia Design Tools II: Dynamic Media

ECE 676: Advanced Topics
in Multimedia Systems

Specialization 5
:
System Optimization and Decision Analysis

IMSE 505: Optimization

IMSE 506: Stochastic Models

IMSE 511: Design of Experiments

IMSE 514: Multivariate Statistics

IMSE 515: Fundamentals of Progr
am Management

IMSE 516:
Project Management and Control

IMSE 520: Production Management

IMSE 5205: Engineering Risk
-
Benefit Analysis

IMSE 5655: Supply Chain Management

IMSE 574: IS Based Production Planning and Control

IMSE 605: Special Topics in Optimizati
on

IMSE 679: Special Topics in Machine Learning

Concentration 6: Advanced Computer Architecture and Embedded Systems

ECE 554: Embedded Systems

ECE 575: Computer Architecture I

ECE 675: Computer Architecture II

ECE 5701: Introduction to Wireless Communicati
on

ECE 5752: Reconfigurable Computing and SOC

ECE 654: Advanced Topics in Embedded Systems

ECE 6XX: Embedded Networks

Other Graduate Courses

MATH 504: Dynamical Systems

MATH 513: Linear Algebra

MATH 514: Numerical Solutions to Partial Differential
Equations

MATH 516: Partial Differential Equations

MATH 5055: Integral Equations

MATH 592: Topology