Dr Grace Rumantir - Researcher Profile

Biography

Grace works in the Faculty of Information Technology at Monash University as a Lecturer.

Keywords

Coding and Information Theory, Image Processing, Simulation and Modelling

Qualifications

GRADUATE CERTIFICATE IN HIGHER EDUCATION

Institution: Monash University

Year awarded: 2009

DOCTOR OF PHILOSOPHY IN COMPUTER SCIENCE

Institution: Monash University

Year awarded: 2004

MASTERS OF BUSINESS ADMINISTRATION

Institution: Monash University

Year awarded: 1995

GRADUATE DIPLOMA IN COMPUTER SCIENCE

Institution: RMIT University

Year awarded: 1992

BACHELOR OF CIVIL ENGINEERING

Institution: Parahyangan Catholic University

Year awarded: 1989

Publications

Books

Rumantir, G.W., 1997, Atlantic tropical cyclone intensity forecasting via the minimum message length principle: A preliminary result, Dept Computer Science, Monash University, Melbourne Vic Australia.

Book Chapters

Barca, J.C., Rumantir, G.W., Li, K.Y.R., 2008, Noise filtering of new motion capture markers using modified K-means, in Computational Intelligence in Multimedia Processing: Recent Advances, eds Aboul-Ella Hassanien, Ajith Abraham and Janusz Kacprzyk, Springer, Berlin Germany, pp. 167-189.

Journal Articles

Rumantir, G.W., 2003, A hybrid statistical and feedforward network model for time-series forecasting with a limited amount of real data, Frontiers in Artificial Intelligence and Applications, vol 104, IOS Press, Amsterdam The Netherlands, pp. 32-41.

Rumantir, G.W., 2002, Frequent flyer points calculator: more than just a table look up, Frontiers in Artifical Intelligence and Applications, vol 87, IOS Press, Amsterdam The Netherlands, pp. 871-880.

Rumantir, G.W., Wallace, C.S., 2001, Sampling of highly correlated data for polynomial regression and model discovery, Lecture Notes in Computer Science, vol 2189, Springer-Verlag Berlin, Berlin Germany, pp. 370-377.

Rumantir, G.W., 2000, Minimum Message Length Criterion for Second-Order Polynomial Model Discovery, Lecture Notes in Artificial Intelligence, vol 1805, Springer-Verlag, Heidelberg Germany, pp. 40-48.

Rumantir, G.W., 2000, Tropical Cyclone Intensity Forecasting Model: Balancing Complexity and Goodness of Fit, Lecture Notes in Artificial Intelligence, vol 1886, Springer-Verlag, Heidelberg Germany, pp. 230-240.

Conference Proceedings

Serwylo, P., Arbon, P.A., Rumantir, G.W., 2011, Predicting patient presentation rates at mass gatherings using machine learning, Proceedings of the 8th International Conference on Information Systems for Crisis Response and Management, 08 May 2011 to 11 May 2011, National Civil Engineering Laboratory, Lisbon Portugal, pp. 1-10.

Nebeling, M., Rumantir, G.W., Smith, L.F., 2008, Migration between content management systems - exploiting the JSR-170 content repository standard, Proceedings of the Tenth International Conference on Enterprise Information Systems, 12 June 2008 to 16 June 2008, INSTICC Press, Setabul Portugal, pp. 240-245.

Barca, J.C., Rumantir, G.W., 2007, A modified K-means algorithm for noise reduction in optical motion capture data, Proceedings of 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 11 July 2007 to 13 July 2007, IEEE Computer Society, Los Alamitos CA USA, pp. 118-122.

Rumantir, G.W., 2007, Information technology project management curriculum practice, Proceedings of 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 11 July 2007 to 13 July 2007, IEEE Computer Society, Los Alamitos CA USA, pp. 1042-1047.

Barca, J., Rumantir, G.W., Li, R.K.Y., 2006, A new illuminated contour-based marker system for optical motion capture, Proceedings of the Third International Conference on Innovations in Information Technology, 19 November 2006 to 21 November 2006, IEEE Communications Society, Dubai UAE, pp. 1-5.

Rumantir, G.W., 2005, Frameworks for program decomposition in cognitive complexity measurements, Proceedings of the Second IASTED International Multi-Conference on Automation, Control, and Information Technology, 20 June 2005 to 24 June 2005, ACTA Press, Anaheim CA USA, pp. 41-47.

Rumantir, G.W., 2004, A Bayesian framework for tropical cyclone causal and risk analysis, Knowledge Economy Meets Science and Technology: Proceedings of the Second International Conference on Knowledge Economy and Development of Science adn Technology, 17 September 2004 to 19 September 2004, Tsinghua University Press, Beijing China, pp. 107-112.

Rumantir, G.W., Wallace, C.S., 2003, Minimum message length criterion for second-order polynomial model selection applied to tropical cyclone intensity forecasting, Proceedings of the 5th International Symposium on Intelligent Data Analysis (IDA 2003): Advances in Intelligent Data Analysis V, 28 August 2003 to 30 August 2003, Springer Verlag, Berlin Germany, pp. 486-496.

Teaching Commitment

Dr Grace Rumantir is the Chief Examiner for the following units in the Faculty of IT;

• FIT5045 - Knowledge discovery and data mining
• FIT5167 - Natural computation for intelligent systems

 

 

Grace teaches the following units in the Faculty of IT;

• FIT5045 - Knowledge discovery and data mining
• FIT5167 - Natural computation for intelligent systems

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Adaptable tools and processes for computer music composition.

Supervisors:

Ellis, K (Main), Rumantir, G (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Intelligently generating possible scenarios for emergency management during mass gatherings..

Supervisors:

Rumantir, G (Main), Burstein, F (Associate).