Curriculum Structure
Compulsory Course
1201 901 Statistical Methods and Research Methodology for Information Technology
Concepts of statistical methods, data types, sampling techniques, experimental statistics, data analyses, experimental designs, inferential statistics, data transformation, statistical tools, results presentation, and research case studies of information technology, philosophy and concept of research methodology, research, research types, research tools, data collection and analysis procedure in information technology domain, research evaluation, research writing, research presentation, and research proposal practicum in the field of information technology
1201 905 Seminar 1
Review, analysis and synthesis the related research interested, present the reviewedpaper, present the research topic under an advisor’s suppervision
1201 906 Seminar 2
Study methodology, the synthesis of related research, plan the research methodology. present proposal of research under an advisor’s suppervision
1201 907 Seminar 3
Present research results in the form of research paper under an advisor’s supervision
Elective Course
1201910 Data Communication and Computer Networks
This subject involves basic of computer network, OSI reference model, network server (such as DHCP, WWW and DNS server) and network equipment (layer 2-3 switch, router, firewall), important protocols (HTTP, DNS, SMTP, TCP/IP, ARP), concept of routing protocols, media and cabling (UTP, Fiber Optic), wireless LAN, and introduction to computer network security
1201911 Advanced Computer Networks
This subject involves designing and mechanism of the enterprise networks, VLAN, Routing Protocols (RIP, IGRP,OSPF), sub-netting, switching and router configuration, NAT and Firewalls (ACL: Access Control List), network trouble shooting, and the network performance improvement
1201912 Computer Network Security
Fundamental of computer network security, cryptography (classic and modern cryptography), hashing, symmetric and asymmetric encryption, authentication, digital signature, web site vulnerability and defense (SQL injection, session hijacking, cross site scripting), Windows and Linux server security, wired and wireless LAN security, ARP attacking, logging system and Computer-related Crime Act
1201992 Advanced Decision Support Technologies
Decision support algorithm and executive decision support system development processes, elements of intelligent decision support systems, expert systems development, basic concepts of data warehousing, data mining, and advanced knowledge discovery, integration of decision support and expert systems, Case studies
1201921 Advanced Big Data Analytics
Overview of big data, the role of big data in business sectors, an analysis of the business problems and using big data analytics to solve problems, understanding technologies for handling big data, learn to design a big data system, learn to process big data, big data tools and techniques, and developing big data applications
1201922 Advanced Data Mining
Knowledge discovery from a data set using clustering techniques such as K-mean algorithm, Capopy and hierarchical algorithm and classification techniques such as Adaboot, Bagging and Logiboot. Classification of research methodology.
1201923 Time Series
Time series. time series analysis with data mining techniques such as Linear regression, backpropagation, normalized Gaussian radial basis function network, support vector machine for regression. Research Methodology in the forecast
1201924 Advanced Visual Information Retrieval
Theory and application of symbols, models, image retrieval techniques, content-based information retrieval techniques, research on visual information retrieval
1201925 Digital Image Processing
Image processing systems, basic of digital image processing, digital image fundamentals, image enhancement, image tranformation, image restoration, color image processing, image compression, morphological image processing and image segmentation
1201926 Advanced Machine Learning
Various learning schemes in statictical, supervised and unsupervised learning, case-based reasoning, conceptual clustering, advanced theory of learning scheme using advanced machine learning algorithms
1201927 Advanced Text Mining
Natural language, advanced text encoding and data extraction, the concept of learning algorithms in prototyping text mining, Analysis Model, the application of text mining applications in various fields
1201930 Advanced Simulation and Modeling
Principles of simulation and modeling, simulation techniques, continuous and discrete simulation models, queuing theory, stochastic processes, design of simulation experiments, advanced analysis of simulation models and results
1201980 Selected Topics in Advanced Information Technology Management
Study and research of interesting modern topics in advanced Information Technology Management
Thesis
1201990 Thesis (Plan 1.1)
This subject involve to study on the interested topics as advanced research work in information technology as formal research methodologies, analysis current research for up to date research topic under the supervision of the dissertation advisory committee, during the research process, student must defend their thesis with their committee. after finishing the research, students must submit a final formal dissertation report and then defernd their thesis with a dissertation examination committee
1201991 Thesis (Plan 2.1)
This sybject involve to study on the interested topics as advanced research work in information technology as formal research mrthodologies under the supervision of the dissertation advisory committee. During the research process, student must defend their thesis with their committee. After finishing the research, students must submit a final formal dissertation report and then defernd their thesis with a dissertation examination committee
Study Plan
Thesis Plan
