Geoff Webb: Biographical Data
APPOINTMENTS
| 2008 - |
Director, Centre
for Research in Intelligent Systems, Monash Unviersity. |
| 2002 - |
Research Professor, Faculty of Information
Technology, Monash
University
. |
| 1999 - |
Director: G I
Webb & Associates Pty. Ltd.
, Data Mining Software and Consultancy |
| 1998 - 2002 |
Personal Chair,
School of Computing and Mathematics, Deakin University. |
| 1988 - 1998 |
Lecturer/Senior
Lecturer/Reader School of Computing and Mathematics, Deakin
University. |
| 1986 – 1988 |
Lecturer,
School of Computing and Information Technology, Griffith University. |
QUALIFICATIONS
PhD (Computer Science), La Trobe University, 1987
BA (First Class Honours in Computer Science), La Trobe University, 1982.
PUBLICATIONS & GRANTS
I have published more than 150 scientific papers
and am the author of the commercial data mining software package
Magnum Opus, a system that
embodies many of my research contributions in the area of data mining.
Since 1987 I have received grants to a total of $3,776,924 ($1,153,880 as
sole investigator) including $2,608,176 from national competitive grant
schemes. I have also been an associate investigator on grants totalling
$11,009,647.
Offices
Held, Editorial Boards & Program Committees:
- Editor-in-Chief :
- Co-Editor :
- Member, Editorial Advisory Board:
-
Member
of the Editorial Boards of :
-
General Co-Chair, IEEE International Conference on Data Mining (ICDM 2012)
-
Member, Executive Committee, International Joint Conference on Artificial
Intelligence (IJCAI) (2005)
- Member, Steering Committee,
Pacific Rim International Conference on Artificial Intelligence (PRICAI) and
the Australian Artificial Intelligence Conference (Aus AI)
-
Member, Australian Computer
Society's National Committee on Artificial Intelligence and Expert Systems.
(1987-1988, 1999 – current)
-
Member, IJCAI-05
Advisory Committee
-
Joint Program Committee Chair
ICDM-2010
-
Joint Program Committee Chair
PRICAI-06
-
Joint Program Committee Chair
AI-04
-
General Chair of the Pacific
Rim International Conference on Artificial Intelligence (PRICAI 2000) held in
Melbourne.
-
President, Australian Society
for Computers in Learning in Tertiary Education (ASCILITE.) (1988 – 1991)
-
I have also served on numerous
conference program committees including: KDD-06 (Senior Program
Committee Member), SIAM Data Mining Conference - SDM-07 (PC Area Chair ),
ICML-2002 (Area Chair), ICDM-2002 (Program Committee Vice-Chair).
-
Foundation Member, Monash Centre for Research in
Intelligent Systems
(CRIS)
Recent Keynote
and Plenary addresses
- Invited keynote speaker 2nd Asian Conference on Machine Learning (ACML 2010), Tokyo, December 2010
- Invited keynote speaker Mining Patterns and Subgroups Workshop, Leiden, November 2010
- Invited keynote speaker Useful Patterns Workshop, SIGKDD-2010, Washington DC, July 2010 [slides]
- Invited keynote speaker 7th Australasian
Data Mining Conference (AusDM
2008), Adelaide, December 2008
- Invited keynote speaker 3rd International Conference on Advanced Data
Mining and Applications (ADMA'07), Harbin, August 2007
- Invited keynote speaker 11th Pacific-Asia Conference on Knowledge
Discovery and Data Mining (PAKDD'07)
Nanjing, May 2007
- Invited keynote speaker 4th International Conference on Active Media
Technology (AMT06),
Brisbane, June, 2006
- Invited keynote speaker 18th Australian Joint Conference on Artificial
Intelligence (AI'05),
Sydney, December 2005
- Invited keynote speaker, OSDM Workshop at SIGKDD (KDD'05), Chicago, August 2005
- Invited keynote speaker Australian Statistical Conference (ASC 2004): Datamining Session, Cairns, June 2004
- Invited speaker International Conference on Computers in Education (ICCE2004), Melbourne,
December 2004
Recent invited tutorials AND SEMINARS
- Invited talk,
Microsoft Research, San Diego, July 2007
- Invited talk, Dept
Computer Science and Engineering,
University of California, San Diego, July 2007
- Invited talk, Dept.
Computer Science Colloquium,
Rutgers University, New Jersey, August 2006
- Invited talk,
Siemens Medical Research, Philadelphia,
PA, August 2006
- Invited guest lecturer,
ARC Research
Network in Enterprise Information Infrastructure PhD Winter School in
Datamining and Bioinformatics, Lorne, Victoria, August 2006
- Invited talk, CSLI Seminar on Computational Learning and Adaptation,
Stanford University, California, June
2005
- Invited talk, Google Research Labs, California,
June 2005
- Invited talk,
IBM Almaden Research Labs, California, June 2005
- Invited talk, CSLI Seminar on Computational Learning and Adaptation,
Stanford University, California, June
2005
- Invited guest lecturer Pacific Asia Knowledge and Datamining Discovery School (PAKDD School 2004),
University of Technology, Sydney, May 2004
Supervision
of postgraduate students
- PhD: (7 graduated,
3 in progress) 10
- MSc:
3
Software
- My data mining software,
Magnum
Opus is widely used internationally including
by a number of Fortune 500 companies as well as in scientific
applications
.
- My machine learning
software, is widely used. AODE
has received high uptake. In addition to my group's implementation
in Weka, it is also included as a component in Rapid Miner.
applications of AODE.
External Consultancies
- I have undertaken consultancies for a number of
Australia’s largest corporations.