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Personal profile

Biography

Dr Grace Rumantir is a lecturer at the Faculty of Information Technology Monash University.

Monash teaching commitment

Dr Grace Rumantir has experience as the Chief Examiner for the following units in the Faculty of IT:

  • FIT3002 Applications of data mining
  • FIT5031 Mobile software agents
  • FIT5045 Knowledge discovery and data mining
  • FIT5142 Advanced data mining
  • FIT5166 Information retrieval systems
  • FIT5167 Natural computation for intelligent systems

Grace has experience as the Lecturer for the following units in the Faculty of IT:

  • FIT1004 Data management
  • FIT5142 Advanced data mining
  • FIT5166 Information retrieval systems
  • FIT5167 Natural computation for intelligent systems
  • FIT9130 Systems analysis and design

Keywords

  • Data Science
  • Causal Modelling
  • Application of Data Mining
  • Knowledge Elicitation
  • Knowledge Representation
  • Information Retrieval
  • Simulation and Modelling

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2017

Research Output 1997 2016

A spatio-temporal analysis on the forest fire occurrence in central Kalimantan, Indonesia

Lestari, A., Rumantir, G. & Tapper, N. 2016 PACIS 2016 Proceedings. Association for Information Systems, p. 1-13 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Open Access
File

Understanding risk factors of elderly inpatient falls using contextual model

Anantharama, N., Rumantir, G., Jomon, B., Ananda-Rajah, M. & Gilbert, A. 2016 PACIS 2016 Proceedings. Chau, P. Y. K. & Chang, S-I. (eds.). Pacific Asia Conference on Information Systems, 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Open Access
File

A two tiered finite mixture modelling framework to cluster customers on EFTPOS network

Jin, Y. & Rumantir, G. W. 2015 AI 2015: Advances in Artificial Intelligence, 28th Australasian Joint Conference Proceedings. Pfahringer, B. & Renz, J. (eds.). Cham Switzerland: Springer, p. 276 - 284 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference Paper

Personalisation of generic library search results using student enrolment information

Alaofi, M. & Rumantir, G. W. 2015 In : Journal of Educational Data Mining. 7, 3, p. 68 - 88 21 p.

Research output: Contribution to journalArticle

Two-tiered clustering classification experiments for market segmentation of EFTPOS retailers

Singh, A. R. & Rumantir, G. W. 2015 In : Australasian Journal of Information Systems. 19, p. 117 - 132 16 p.

Research output: Contribution to journalArticle

Open Access
File