DEPARTMENT OF COMPUTING
BA (Hons) in Computing (61010)
BSc (Hons) in Information Technology (61024)
BA (Hons) in Computing / Part-Time (61025)
Final Year Project Proposal (2004/05)
Staff is advised to complete & copy this form for one single project. Use separate forms for other project.
Proposer's Ref.*: FLC5
Proposer’s Name: Dr. Korris Fu-lai Chung
Project Title:
Stock Pattern Search and Mining (III): Time Series Data Mining Application Program Interface
Toolkit
Project Area Code (may be more than one code that best describes the technical area of the proposal):
8,15,18,19
Project Description (about 5 to 10 lines):
Technical patterns, e.g., head-and-shoulders and double top, have long been used by the financial
analysts in various charting tasks. In view of the popularity of financial web sites and the expectation
from them to provide more self-control data analysis tools, facilitating knowledge discovery of
interesting behavior and relationship within a time series or among a set of time series become
important. Such a potential feature of the financial web sites has indeed posed certain challenges. In
this project, we aim at developing a versatile and yet effective technical pattern based stock timeseries data analysis, searching and mining system. This is a large-scale project and different students
will be responsible for different aspects of the system. The aim of this part (III) is to research and
develop an API which includes those fundamental time series data mining techniques. The
student should demonstrate the usage of the developed API by implementing a time series data
mining application.
Knowledge/Skills/Tools Required (no more than 10 keywords):
(e.g. Java Programming, LAN Protocols, System Simulation, UNIX)
Good JAVA programming and Mathematics
Class Assigned :
BAC or BScIT or BAC/PT (Please delete as appropriate)
* Use your Initials (last name-first name) followed by project number, for example, HKW1, HKW2, etc. You
can use this to reference related projects.
Project Area Code:
1.
2.
3.
4.
5.
6.
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8.
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10.
11.
12.
13.
14.
Artificial Intelligence and Expert Systems
Bioinformatics
Biometric Computing and Systems
Computer Aided Learning Systems
Computer Architecture
Computer Graphics
Computer Networking
Data Mining
Data Structure and Algorithms
Database and Knowledge-based Systems
Design and Implementation of Information Systems
Distributed and Parallel Computing
E-Commerce Systems and Applications
Fault-tolerant Computing
15.
16.
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18.
19.
20.
21.
22.
23.
24.
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28.
Human-Computer Interaction
Hypermedia Systems
Image and Voice Processing
Information Retrieval and Search Methods
Internet Computing and Applications
Internet Security
Multilingual Computing
Multimedia Systems
Neural Nets, Genetic Algorithms and Fuzzy Systems
Object-oriented Methodology
Operating Systems
Pattern Recognition
Programming Languages
Real-time Computing
Proposal Form 2004
29.
30.
31.
32.
Software Engineering
System Integration
Telecommunication Systems
Web systems and applications
Proposal Form 2004