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My research
Currently, I am working on my PhD research project
titled "iNformed decision- mAking model for RoutinG
managEment in a communicationS network” (NARGES)
The work of my thesis addresses the issue of defining a
DM model for packet switching in the communications
network. In particular, we focus on decision- making for
smart routing management, which is based on the
knowledge provided by data mining (informed) agents. The
main idea behind this work and related research projects
is that the significant kinds of outliers in time
series sequences of network performance traces, with
periodical patterns, can be used as superlative anomaly
and failure detectors in the network. In this project,
we restrict our attention to find patterns that are
useful for real-time routing decision-making and the way
data mining knowledge can be used for this purpose.
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Courses:
ITRM ,
Data Mining & Knowledge Discovery
Useful Links:
QUANTUM COMPUTATION & INTELLIGENT SYSTEMS
Math&Info Sciences@CSIRO
GRID TODAY
Grid-Based Data Mining
Shared Information and Data model (SID) from
TeleManagement Forum
IETF1
Clusty
Scirus
Mathworks Webinars
MySQL Webinars
IP Routing
OPNET
Latex
Springer DM
SAX
Time-Series Analysis Tools (Open Source) |
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My Supervisors:
Dr. Paul
Kennedy ,
Prof John Debenham,
Prof
Simeon Simoff,
Prof
Robin Braun |
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Academia:
G.Weiss
(Data Mining)
,
Ian Foster (GRID) ,
G
Piatetsky-Shapiro (Data Mining),
Eamonn Keogh
(Time-Series Data Mining) |
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Academic
Research Interests
Machine Learning, Database and Knowledge Base
Systems, Case-Based Reasoning ,Query Processing and Optimization,
Time-Series Data Mining (TSDM)
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Education
& PhD
Student - Computer System
2007-
Present
University of Technology, Sydney
- Sydney
(Australia)
&
Master
in Computer Science,
I. Azad University, Iran, Feb. 2002.
- Implementation
of two Semantic Query Optimization In
ORACLE DBMS
&
B.Sc. in
Applied Mathematics,
Shahid Beheshti
University, Iran, Sept. 1998.
& Diploma
in Physics & Mathematics ,
Montasery Highschool,
Iran, Sept. 1992.
Academic
Experiences
-
Lecturer of
Computer Science, Faculty of Engineering
& Computer Science, Tehran University South
Branch, Iran 2003-2005.
-
Research
Assistant, I. Azad University-Science &
Research Camps, Iran 1999-2002
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Teacher of
Computer Science, School of Dentistry,
Iran 2001-2005
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Tutor of Computer
Science, Faculty of Engineering
and Information Technology, UTS,
Australia 2008-2009
Academic
Awards
Publications
Refereed
Journal Papers
[1]
Hooman
Homayoonfard, Kambiz Badie and Ali
Moeini, , 2003 'Using semantic
query optimization techniques to improve
query response time, Journal of
Intelligent Systems – KNU – Vol.14
No.1 358-370
Papers in
Conference
Proceedings
[1]
Hooman
Homayoonfard, Abdolhosein Sarrafzadeh,
A Practical Approach to Software
Integration, Azad University -
Science & Research Campus, 2001
[2]
Hooman
Homayounfard, Paul Kennedy,
HDAX:
Historical Symbolic Modelling of Delay
Time-Series in a Communications Network,
Australian Data
Mining Conference (AusDM), 2009
Chair of
Master Thesis Committee
Prof. Kambiz Badie
(2002), Prof. Ali Moeini (2002), Dr.
Mehran Mohsenzadeh (2002)
Member
of Master Thesis Committee
Prof. Kambiz Badie
(2002), Prof. Ali Moeini (2002), Prof.
Abdolhossei Sarrafzadeh (2001), Prof.
Nematollah Shiri (2001) |
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Professional
Technical Skills
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Programming Languages: C, C++,
PL/SQL, JAVA2, Pascal, Fortran, Assembly Programming |
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Database:
ORACLE 8/8i/9i/10g, SQL-Server, MySQL |
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Operating Systems: Linux SuSe
8, Windows Client/Server (95/98/2000/XP/Vista/Sever) |
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Hardware: HP Prolient &
Itanium Servers, POS (Ingenico, Sagem), ATM (NCR, Banquet) |
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Tools
Utilises:
SSADM, CDM, ORACLE Designer (2000/Suit 9i), ORACLE Developer
(2000/Suit 9i/Head Start), Rational Suit, Crystal Reports |
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Accomplishments
Employment History
- UTS,
Research
Student, 1/2007 - Current
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Kishware Ltd.,
Expert of
Card System, 2/2005 - 7/2006
-
I. Azad University,
Head of
Supporting Group, 9/1999 - 2/2005
Detailed Career History
KISHWARE LIMITED February 2005 - July
2006
WWW.KISHWARE.COM
Kishware
Limited is a leading financial institution specializing in
programming and supporting financial software for POS's, ATM's, ICC
(Smart Cards) and banking GUI's such as NEGIN. They are now
exporting financial software to other countries and as such
, are also responsible for international transactions.
Key
Responsibilities: ۞
Systems
Administrator/Maintainer, Including Level 1 of maintenance
o
ICC Card,
NEGIN (banking software), POS and ATM software maintenance
(including Ingenico POS's and NCR
ATM's). o
ORACLE
Maintenance and DBA using ORACLE 9i Release 2/10g
Achievements:
During my
employment I was responsible for account managing our largest
client, ANSAR Financial Institution. This was one of the biggest
software projects of POS, both for their branches and their
merchants. This project was managed
and accomplished in less than 1 year. This included recognizing and
correcting NEGIN and ATM system bugs and resulted in
the addition of two new contracts (each $US 600000) with ANSAR for
the following two years.
Reason for leaving:
Immigration to Australia
AZAD UNIVERSITY (IAU) September
1999 - February 2005
WWW.IAU.IR
Azad
University is a large private university and CICT is the department
responsible for the development of software and
preparing statistical information, which is needed in the
University.
Key
Responsibilities: ۞
Systems
Support & Troubleshooting Manager, CICT Department (02/2003 -
02/2005) o
Supporting software systems in
FOXPRO;
o
Network and internet maintenance,
support and troubleshooting;
o
Director of the Installations group, (Windows, Novell and Linux OS's
and software); o
Manager of the development and
maintenance team (using Developer 2000 tools 6.0.5(PL/SQL
Programming))
۞
Programming
Team Leader & ORACLE DBA, Mechanization Project (03/2002 - 10/2002)
o
Manager of a team of 12
(programmer, analyst and systems Designer) in the analysis and
design of systems using
ORACLE
Designer using CDM.
o Coding
of applications (using Developer 2000 tools 6.0.5 (PL/SQL
Programming)). o
Installing and Administration of
the ORACLE systems in the real business environment.
۞
Systems
Maintainer/Network Administrator & ORACLE DBA, Mechanization Project
(09/1999 - 02/2003) o
Installing OS's such as Windows NT
4.x, Windows 2K, Windows XP, etc. o
Setting up
network and client applications.
o Coding
PL/SQL on ORACLE using Developer 2000 6.0.5(PL/SQL Programming).
o
Maintaining ORACLE Database systems
(ORACLE 805/8i);
o Network
administration (LAN NT4/4.1/MS WIN 2000).
Achievements:
By analysing, designing and
implementing one of the biggest mechanization software projects in
the IAU, the University could save up to $US 300 000, otherwise it
had to pay for purchasing an integrated software system from private
companies in order to stop fraud within its financial systems. The
time cost for this project was also less than those planned by
the turnkey private companies and as such the completion of this
project was of great benefit to the University.
Reason for leaving:
After the completion of the project, including the starting of
system maintenance and teaching new
maintainers for the system, I preferred to leave IAU and begin
another opportunity in a different environment in order to update
my skills and knowledge
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Copyright © 2007-2009 Hooman
Homayoonfard M. All Rights Reserved. |Last Update On:
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