Course description
Course Description
This course allows graduates who already have substantial knowledge or practical experience of computer science to extend their knowledge by choosing from a wide range of modules that encompass agent-based and multi-agent systems; machine learning and pattern recognition; distributed information management systems; embedded systems and robotics; evolutionary computation; and theoretical computer science and formal methods.
Modules and Options
The lists of modules below represent the range of options available for each year of study. This may not be a complete list of the options you will study, and may be subject to change, so please contact the department for further details.
Stage 1
ADVANCED EMBEDDED SYSTEMS DESIGN
ADVANCED RELATIONAL AND OBJECT-ORIENTED DATABASES
AGENT TECHNOLOGY FOR E-COMMERCE
ARTIFICIAL NEURAL NETWORKS
BIOLOGICAL SIGNAL ANALYSIS
BIOLOGICALLY INSPIRED ROBOTICS
Core: GROUP PROJECT
Core: PROFESSIONAL PRACTICE AND RESEARCH METHODOLOGY
DIGITAL SIGNAL PROCESSING
DISTRIBUTED SYSTEMS
E-COMMERCE PROGRAMMING
EMBEDDED SYSTEMS CO-DESIGN
FUZZY LOGIC AND HYBRID SYSTEMS
HEURISTIC AND EVOLUTIONARY COMPUTATION
INDUSTRY BASED PROJECT AND DISSERTATION
MACHINE LEARNING AND DATA MINING
MATHEMATICAL RESEARCH TECHNIQUES USING MATLAB
MSC PROJECT/DISSERTATION
NETWORKS: PROTOCOLS AND SECURITY
OBJECT ORIENTED SOFTWARE DESIGN
PERVASIVE COMPUTING AND AMBIENT INTELLIGENCE
PRINCIPLES OF HUMAN-MACHINE INTERACTION
PROGRAMMING EMBEDDED SYSTEMS
QUANTITATIVE NEUROSCIENCE
SENSOR SIGNAL PROCESSING
SITUATED AUTONOMOUS AGENTS AND AUTONOMOUS MOBILE ROBOTS
SOFTWARE DESIGN AND ARCHITECTURE
XML AND RELATED TECHNOLOGIES
Teaching and Assessment Methods
A: Knowledge and Understanding
Learning Outcomes
A1 : Theory : current and emerging concepts, principles and theories relevant to the chosen areas of specialisation (Note: Areas of specialisation include software engineering, distributed information systems, artificial intelligence, embedded systems and robotics)
A2 : Techniques : methods, tools and enabling technologies used in, or arising from, the chosen areas of specialisation
A3 : Applications : established and potential applications of techniques developed within the chosen areas of specialisation
A4 : Professional Issues : legal and ethical issues relating to the present and future use of technology developed within the chosen areas of specialisation
Teaching Methods
Lectures are the principal method of delivery for the concepts and principles involved in A1 - A4. Students are also directed to reading from textbooks, academic papers and material available on-line.
Understanding is reinforced by means of exercise classes, discussion groups, laboratories and assignments.
Knowledge of a particular topic, chosen by the student from within his/her areas of specialisation, is gained in CE902 through a staff led literature search which forms the basis for weekly group discussions.
Individual supervision of the summer project and dissertation provides further support for the development of those areas of knowledge relevant to the student's chosen topic.
Assessment Methods
Achievement of knowledge outcomes is assessed primarily through unseen closed-book examinations and marked coursework.
Understanding of professional issues (A4) is assessed by MCT during the course of the term.
The assessment of the CE902 essay includes specific allocation of marks for the breadth and depth of the knowledge gained during the study of the chosen topic.
An assessment of the understanding of principles and implementation techniques forms part of the overall assessment of the summer project and dissertation.
B: Intellectual/Cognitive Skills
Learning Outcomes
B1 : Evaluate and apply critical judgement to the theories and techniques that relate to the chosen areas of specialisation
B2 : Analyse problems and recognise opportunities to apply advanced specialised techniques to their solution
B3 : Construct informed and reasoned arguments, descriptions and proposals that incorporate advanced specialised knowledge
B4 : Interpret the contents of articles and other sources, and form a critical judgement of their relative importance and relevance to an area of study
Teaching Methods
The basis for intellectual skills is provided in lectures, and they are developed by means of recommended reading, guided and self directed study, assignments and project work.
B1 is developed through exercises and exposure to a range of systems software.
B2 is a key element of most assignments and central to the group project.
In CC402, the acquisition of B3 and B4 is supported by lectures about research methodology and report writing, and further developed during tutor led group discussions.
Skills B1 - B4 are all required for the successful completion of the summer project, and are developed in the course of individual supervision.
Assessment Methods
Achievement of intellectual skills B1 and B2 is assessed primarily through unseen closed-book examinations,, marked assignments and project work.
The assessment of the CC402 essay includes specific allocation of marks for use of original sources (B3), clarity of description and originality (B4).
An assessment of the extent to which students have developed skills B1 - B4 forms part of the overall assessment of the summer project and dissertation.
C: Practical Skills
Learning Outcomes
C1 : Make effective use of a range of theories, techniques, programming languages, operating systems, design support tools and development environments
C2 : Specify, design, implement, test and document a computer-based system
C3 : Work as a member of a development team, contributing to the planning and execution of a shared design and implementation task
C4 : Propose, plan, undertake and report a self-directed individual programme of investigation, design and implementation
Teaching Methods
Practical skills are developed in exercise classes, laboratory classes, assignments and project work.
C1 is developed through exercises and exposure to a range of systems software.
Various aspects of C2 are acquired in design, programming and other assignments, and further developed in group and individual project work.
C3 is developed in the group project, CC403.
C4 is developed during the supervision of the summer project and dissertation.
Assessment Methods
Achievement of practical skills is assessed through marked coursework, project reports, oral presentations and demonstrations of completed systems.
An assessment of the extent to which students have demonstrated practical research skills (C4) forms part of the overall assessment of the summer project and dissertation.
D: Key Skills
Learning Outcomes
D1 : Communicate effectively in written reports and oral presentations using appropriate terminology and technical language
D2 : Retrieve information using search engines, browsers and catalogues; use appropriate IT facilities to prepare and present technical reports in various formats (documents, oral presentations)
D3 : Use mathematical techniques in the processes of analysis and design
D4 : Analyse complex problems and design effective solutions
D5 : Plan and manage team projects using available support tools; work effectively as part of a team
D6 : Organise activity and manage time in a programme of self-directed study
Teaching Methods
The development of key skills forms an integral part of the students' overall learning activity. In particular
D1 and D2 are developed in group and individual project work.
D2 is developed through the use of the internet as a major information source, and practice in the effective use of tools such as Word and PowerPoint.
D3 and D4 are developed in exercises and assignments.
D5 and D6 are developed in the group project.
D6 is further developed in CC901, the summer project and dissertation.
Assessment Methods
Assessment of the key skills D3 and D4 is intrinsic to subject based assessment.
The assessment of project work includes specific allocations of credit for project management (D5, D6) and the quality of presentations (D1 and D2).
An individual's contribution to the group project (D5) is in part determined by means of a submission containing reflective and self-assessment components.
The assessments of the CE902 coursework and the CC901 dissertation include specific allocation of credit for the quality, extent and relevance of a bibliography, including internet sources (D2).
