Dr Maria Indrawan-Santiago - Researcher Profile

Biography

Dr Maria Indrwan works in the Faculty of Information Technology at Monash University as a Senior Lecturer. 
 

Keywords

Data Mining, E-science data management, Information Retrieval, Pattern Recognition, Pervasive Computing, Ubiquitous Computing

Publications

Book Chapters

Sim, T.H.A., Zutshi, S., Indrawan, M.T., Srinivasan, B., 2009, Discovering knowledge of association using coherent rules, in Trends in Communication Technologies and Engineering Science, eds Sio-Iong Ao, Xu Huang and Ping-Kong Alexander Wai, Springer, Dordrecht Netherlands, pp. 323-334.

Journal Articles

Loke, S.W., Ling, S., Indrawan, M.T., Leung, E.W.T., 2011, Q-Aura: A quantitative model for managing mutual awareness of smart social artifacts, IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. [P], vol 41, issue 1, Insitute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 161-168.

Sim, T.H.A., Indrawan, M.T., Zutshi, S., Srinivasan, B., 2010, Logic-based pattern discovery, IEEE Transactions on Knowledge and Data Engineering [P], vol 22, issue 6, IEEE Computer Society, Los Alamitos CA USA, pp. 798-811.

Loke, S.W., Smanchat, S., Ling, S., Indrawan, M.T., 2008, Formal mirror models: An approach to just-in-time reasoning for device ecologies, International Journal of Smart Home, vol 2, issue 1, Science & Engineering Research Support Center, Daejon Republic of Korea, pp. 15-31.

Sim, T.H.A., Zutshi, S., Indrawan, M.T., Srinivasan, B., 2008, The discovery of coherent rules, IAENG International Journal of Computer Science, vol 35, issue 3, International Association of Engineers, Hong Kong, pp. 1-10.

Indrawan, M.T., Loke, S.W., 2008, The impact of ontology on the performance of information retrieval: A case of WordNet, International Journal of Information Technology and Web Engineering, vol 3, issue 1, IGI Publishing, Hershey PA USA, pp. 24-37.

Sim, T.H.A., Indrawan, M.T., Srinivasan, B., 2008, The importance of negative associations and the discovery of association rule pairs, International Journal of Business Intelligence and Data Mining, vol 3, issue 2, Inderscience Publishers, Olney United Kingdom, pp. 158-176.

Ling, S., Indrawan, M.T., Loke, S.W., 2007, RFID-based user profiling of fashion preferences: blueprint for a smart wardrobe, International Journal of Internet Protocol Technology, vol 2, issue 3/4, Inderscience Enterprises, United Kingdom, pp. 153-164.

Conference Proceedings

Indrawan-Santiago, M.T., 2012, Database research: Are we at a crossroad? Reflection on NoSQL, Proceedings of the 2012 15th International Conference on Network-Based Information Systems, 26 September 2012 to 28 September 2012, IEEE Computer Society, Los Alamitos CA USA, pp. 45-51.

Smanchat, S., Indrawan, M.T., Ling, S., Enticott, C.M., Abramson, D.A., 2011, A scheduler based on resource competition for parameter sweep workflow, Proceedings of the International Conference on Computational Science, 01 June 2011 to 03 June 2011, Elsevier, Amsterdam Netherlands, pp. 176-185.

Na'im, A., Crawl, D., Indrawan, M.T., Altintas, I., Sun, S., 2010, Monitoring data quality in Kepler, Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 21 June 2010, Association for Computing Machinery, New York NY USA, pp. 560-564.

Smanchat, S., Indrawan, M.T., Ling, S., Enticott, C.M., Abramson, D.A., 2009, Scheduling multiple parameter sweep workflow instances on the grid, Proceedings of the 2009 Fifth IEEE International Conference on e-Science, 09 December 2009 to 11 December 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 300-306.

Indrawan, M.T., Vuong, M.H., 2009, Supporting data regeneration in integrated rule based storage system, Proceedings of the 12th International Conference on Network-Based Information Systems, 19 August 2009 to 21 August 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 487-491.

Smanchat, S., Ling, S., Indrawan, M.T., 2008, A survey on context-aware workflow adaptations, Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia, 24 November 2008 to 26 November 2008, Association for Computing Machinery, New York NY USA, pp. 414-417.

Sim, T.H.A., Indrawan, M.T., Srinivasan, B., 2008, A threshold free implication rule mining, Proceedings of the International MultiConference of Engineers and Computer Scientists 2008, 19 March 2008 to 21 March 2008, International Association of Engineers, Hong Kong, pp. 578-583.

Sim, T.H.A., Indrawan, M.T., Srinivasan, B., 2008, Mining infrequent and interesting rules from transaction records, Proceedings of the 7th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, 20 February 2008 to 22 February 2008, WSEAS Press, Stevens Point WI USA, pp. 515-520.

Salim, F.D., Cai, L., Indrawan, M.T., Loke, S.W., 2008, Road intersections as pervasive computing environments: Towards a multiagent real-time collision warning system, Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications, 17 March 2008 to 21 March 2008, IEEE Computer Society, Los Alamitos CA USA, pp. 621-626.

Leung, E.W.T., Indrawan, M.T., Ling, S., 2008, Toward a model of service interaction enabler in mobile environment, Proceedings of the International Workshop on Context Enabled Source and Service Selection, Integration and Adaptation, 22 April 2008, The Association for Computing Machinery, New York NY USA, pp. 1-8.

Dawson, L.L., Ling, S., Indrawan, M.T., Weeding, S., Fernando, J.I.E., 2008, Towards a framework for mobile information environments: A hospital-based example, Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia, 24 November 2008 to 26 November 2008, Association for Computing Machinery, New York NY USA, pp. 490-494.

Loke, S.W., Ling, S., Indrawan, M.T., Kurniati, S., 2007, Adaptive workflows for smart devices: A concrete approach towards device failures, Proceedings of the Ninth International Conference on Enterprise Information Systems, 12 June 2007 to 16 June 2007, INSTICC, Portugal, pp. 191-197.

Sim, T.H.A., Indrawan, M.T., 2007, Importance of negative associations and mining of association pairs, Proceedings of the 9th International Conference on Information Integration and Web-based Applications & Services, 3 December 2007 to 5 December 2007, Austrian Computer Society, Vienna Austria, pp. 169-178.

Ling, S., Loke, S.W., Indrawan, M.T., 2007, Towards a model of interaction for mutual aware devices and everyday artifacts, Proceedings of the 4th International Conference on Ubiquitous Intelligence and Computing (UIC 2007), 11 July 2007 to 13 July 2007, Springer-Verlag, Berlin Germany, pp. 184-194.

Indrawan, M.T., Loke, S.W., Ling, S., Samara, F., 2007, Unobtrusive user profiling: the use of RFID to create a smart wardrobe, Proceedings of the 1st International Workshop on RFID Technology - Concepts, Applications, Challenges IWRT 2007, 12 June 2007, INSTICC Press, Portugal, pp. 3-13.

Indrawan, M.T., Loke, S.W., 2006, How effective is WordNet in improving the performance of information retrieval systems?, Proceedings of the Eighth International Conference on Information Integration and Web-based Applications & Services (iiWAS2006), 04 December 2006 to 06 December 2006, Austrian Computer Society (Oesterreichische Computer Gesellschaft), Yogyakarta Indonesia, pp. 67-76.

Bramantoro, A., Krishnaswamy, S., Indrawan, M.T., 2005, A semantic distance measure for matching web services, Proceedings of the WISE 2005 International Workshops on Web Information Systems Engineering (WISE 2005), 20 November 2005 to 22 November 2005, Springer-Verlag, Berlin Germany, pp. 217-226.

Smanchat, S., Indrawan, M.T., Ling, S., Loke, S.W., 2005, Asynchronous and synchronous communications in Petri nets for run-time analysis of a device ecology, Proceedings of the Seventh International Conference on Information Integration and Web-based Applications and Services, 19/9/2005 to 21/9/2005, Austrian Computer Society, Vienna Austria, pp. 1113-1123.

Chen, S., Alahakoon, D., Indrawan, M.T., 2005, Background knowledge driven ontology discovery, Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, 29 March 2005 to 1 April 2005, IEEE Computer Society, Los Alamitos USA, pp. 202-207.

Chen, S., Alahakoon, D., Indrawan, M., 2005, Building an adaptive hierarchy of clusters for text data, Proceedings of the International Conference on Computational Intelligence for Modelling, Control & Automation jointly with the International Conference on Intelligent Agents, Web Technologies & Internet Commerce, 28 November 2005 to 30 November 2005, IEEE Computer Society, Los Alamitos CA USA, pp. 7-12.

Page, J.P., Zaslavsky, A., Indrawan, M.T., 2005, Extending the buddy model to secure variable sized multi agent communities, Proceedings of the Second International Workshop on Safety and Security in Multiagent Systems, 26 July 2005 to 26 July 2005, online, http://www.sasemas.org/2005/, pp. 59-75.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, A Buddy model of security for mobile agent communities operating in pervasive scenarios, Proceedings of the Second Workshop on Australasian Information Security, Data Mining and Web Intelligence, and Software Internationalisation, 18 January 2004 to 22 January 2004, Australian Computer Society Inc., Sydney NSW Australia, pp. 17-25.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, Agent communities, security vulnerabilities and the Buddy model of security: applicability and effectiveness, Proceedings of the 12th International Conference on Advanced Computing and Communications, 15 December 2004 to 18 December 2004, Allied Publishers Pvt. Limited, New Delhi INDIA, pp. 316-322.

Soe, T.A., Krishnaswamy, S., Loke, S.W., Indrawan, M.T., Sethi, D., 2004, AgentUDM: a mobile agent based support infrastructure for Ubiquitous Data Mining, Proceedings of the 18th International Conference on Advanced Information Networking and Applications, 29 March 2004 to 31 March 2004, IEEE Computer Society, Los Alamitos USA, pp. 256-259.

Chen, S., Alahakoon, D., Indrawan, M.T., 2004, An unsupervised neural network approach for ontology discovery from text, Proceedings of the First International Workshop on Semantic Web Mining and Reasoning, 20 September 2004 to 24 September 2004, Saint Mary's University, Halifax Canada, pp. 5-12.

Indrawan, M.T., Kijthaweesinpoon, T.G., Srinivasan, B., Sajeev, A., 2004, Coalition formation protocol for e-commerce, Proceedingsof the International Conference on Intelligent Sensing and Information Processing -2004, 04 January 2004 to 07 January 2004, IEEE Computer Society, Piscataway NJ USA, pp. 403-408.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, Countering agent security vulnerabilities using an extended SENSE schema, Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 20 September 2004 to 24 September 2004, IEEE Computer Society Press, Los Alamitos USA, pp. 183-189.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, Countering security vulnerabilities in agent execution using a self executing security examination, Proceedings of The Third International Joint Conference on Autonomous Agents and Multi Agent Systems, 19 July 2004 TO 23 July 2004, The Association for Computing Machinery, Inc., New York NY USA, pp. 1486-1487.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, Countering security vulnerabilities using a shared security Buddy model schema in mobile agent communities, Proceedings of the First International Workshop on Safety and Security in Multiagent Systems, 20 July 2004 to 20 July 2004, Autonomous Agents and Multi-Agents Systems, http://www.cs.auckland.ac.nz/research/safeagent/2004, pp. 85-101.

Jordan, E., Grambas, E., Indrawan, M.T., 2004, Interfacing SMS and database systems: a software engineering approach, The Second International Conference on Advances in Mobile Multimedia, 22 September 2004 to 24 September 2004, Austrian Computer Society, http://www.ocg.at, pp. 205-212.

Page, J., Zaslavsky, A., Indrawan, M.T., 2004, Securing m>Business scenarios using the Buddy model of security for agent communities, Uncovering the Next Waves - Major Opportunities and the Essential Lessons: Proceedings of the Third International Conference on Mobile Business, m>Business 2004, 12 July 2004 to 13 July 2004, Institute for Technology and Enterprise, Polytechnic University, New York USA, pp. 1-12.

Indrawan, M.T., Teoh, C.M., Chen, S., Srinivasan, B., 2004, Stealth Agents: a multiagents approach for capturing data in a user profiling system, Proceedings of the International Conference on Information and Knowledge Engineering, 21 June 2004 to 24 June 2004, CSREA Press, USA, pp. 266-272.

Salim, F.D., Price, R., Krishnaswamy, S., Indrawan, M.T., 2004, UML documentation support for XML schema, Proceedings of the 2004 Australian Software Engineering Conference, 13 April 2004 to 16 April 2004, IEEE Computer Society, Los Alamitos USA, pp. 211-220.

Sim, A.H., Lee, V.C.S., Indrawan, M.T., Mei, H., 2003, A self-learning fuzzy inference for truth discovery framework, Advances in Soft Computing: Intelligent Systems Design and Applications, 10 August 2003 to 13 August 2003, Springer-Verlag, Berlin Germany, pp. 87-96.

Kijthaweesinpoon, T.G., Indrawan, M.T., Srinivasan, B., 2003, A unified framework for e-commerce negotiation agents, Proceedings of the Fifth International Conference on Information Integration and Web-based Applications and Services, 15 September 2003 to 17 September 2003, Austrian Computer Society, Vienna Austria, pp. 179-183.

Page, J., Zaslavsky, A.B., Indrawan, M.T., 2003, Evaluating security in software agent systems using a security analysis tool, Proceedings of the 1st Australian Information Security Management Conference, 24 November 2003 to 24 November 2003, Edith Cowan University, Perth WA Australia, pp. 1-11.

Page, J., Zaslavsky, A.B., Indrawan, M.T., 2003, Security aspects of software agents in pervasive information systems, Proceedings of the 14th Australasian Conference on Information Systems 2003, 26 November 2003 to 28 November 2003, Edith Cowan University, Perth WA Australia, pp. 1-11.

Indrawan, M.T., Krishnaswamy, S., Sethi, D., 2003, Supporting database retrieval operations in a mobile enviroment, Proceedings of the International Conference on Advances in Mobile Multimedia, 15 September 2003 to 17 September 2003, Oesterrichsche Computer Gesellschaft, Jakarta INDONESIA, pp. 75-83.

Indrawan, M.T., Krishnaswamy, S., Ranjan, T., 2003, Using mobile agents to support unreliable database retrieval operations, Proceedings of the 17th International Conference on Advanced Information Networking and Applications, 27 March 2003 to 29 March 2003, IEEE Computer Society, Los Alamitos CA USA, pp. 538-541.

Aribowo, A., Indrawan, M., 2002, UML as a modelling tool for developing an agent-based auction system, Proceedings of the 4th International Conference on Information Integration and Web-based Applications and Services, 10 September 2002 to 12 September 2002, SCS European Publishing House, Delft Belgium, pp. 182-186.

Wilson, C., Srinivasan, B., Indrawan, M., 2001, BIR - The Bayesian Network Image Retrieval System, Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing, 02 May 2001 to 04 May 2001, Centre of Multimedia Signal Processing, Hong Kong Poly technical Uni.and IEEE Hong Kong Chapter of S, Hong Kong, pp. 304-307.

Tan, R.B., Indrawan, M., Lee, C., 2001, Does LUV colour space exhibit superior performance in colour image retrievals?, Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 20 November 2001 to 21 November 2001, Tennessee State University, USA, pp. 386-390.

Srinivasan, B., Wilson, C., Indrawan, M., 2000, A Bayesian Network Retrieval Model for Multimedia Systems, Proceedings of the Second International Workshop on Information Integration and Web-based Applications & Services 2000 (IIWAS'00), Yogyakarta INDONESIA, 26 - 28 September 2000, J & J Learning, Yogyakarta Indonesia, pp. 285-299.

Wilson, C., Srinivasan, B., Indrawan, M., 2000, A General Inference Network Based Architecture for Multimedia Information Retrieval, 2000 IEEE International Conference on Multimedia and Expo (ICME 2000), New York USA, 30 July - 2 August 2000, Inst. of Electrical & Electronic Engineers, NJ USA, pp. 347-350.

Wilson, C., Srinivasan, B., Ray, S., Indrawan, M., 2000, Colour Image Retrieval Using Bayesian Networks, 4th International Conference on Advances in Pattern Recognition and Digital Techniques (ICAPRDT'99), Calcutta INDIA, 27 - 29 December 1999, Narosa Publishing House, New Delhi India, pp. 42-46.

Zhang, D., Wong, A., Indrawan, M., Lu, G., 2000, Content-based Image Retrieval Using Gabor Texture Features, The First IEEE Pacific-Rim Conference on Multimedia (2000 International symposium on Multimedia Information Processing), Sydney NSW Australia, 13 - 15 December 2000, University of Sydney, Sydney NSW Australia, pp. 392-395.

Indrawan, M., Wilson, C., 2000, Defining the Tasks of Agents in Distributed Multimedia Systems, International Conference on Advances in Intelligent Systems: Theory and Applications, Canberra ACT Australia, 2 - 4 February 2000, University of Canberra, Canberra ACT Australia, pp. 116-121.

Indrawan, M., Wong, A., 2000, Integrating Colour, Texture and Shape features in Image Retrieval Systems, 6th International conference on Control, automation Robotics and Vision, SINGAPORE, 5 - 8 December 2000, Nanyang Technical University, Singapore.

Wilson, C., Srinivasan, B., Indrawan, M., 2000, Relevance Feedback in An Image Retrieval system Based on Bayesian Networks, Sixth International Conference on Control, Automation, Robotics and Vision, SINGAPORE, 5 - 8 December 2000, Nanyang Technical University, Singapore.

Indrawan, M., Wilson, C., Srinivasan, B., 1999, Relevance Feedback in an Information Retrieval System Based on Bayesian Belief Networks, Computational Intelligence for Modelling, Control & Automation Intelligent Image Processing, Data Analysis and Information Retrieval, Vienna AUSTRIA, February 17-18, 1999, IOS Press, Amsterdam Netherlands, pp. 266-271.

Indrawan, M., Wilson, C., Srinivasan, B., 1999, Relevance feedback in an information retrieval system based on Bayesian belief networks, Computational Intelligence for Modelling, Control and Automation Intelligent Image Processing, Data Analysis and Information Retireval, Vienna Austria, 17-18 February 1999, IOS Press, Amsterdam Netherlands, pp. 266-271.

Other

Indrawan, M., 1998, A Framework for Information Retrieval Based on Bayesian Networks.

Teaching Commitment

Dr Maria Indrawan teaches the following units in the Faculty of IT;

• FIT1004 - Data management
• FIT5168 - Object and semi-structured database

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Design and implement fingerprint recognition system for forensic and security applications.

Supervisors:

Bhattacharjee, N (Main), Indrawan, M (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Initiating interactions for disparate mobile community systems.

Supervisors:

Carbone, A (Joint), Indrawan, M (Joint-co).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Interacting with Scientific Workflows.

Supervisors:

Abramson, D (Main), Indrawan, M (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Projects in the area of cloud computing.

Supervisors:

Indrawan, M (Main).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Reverse nearest neighbour queries by region in spatial databases.

Supervisors:

Taniar, D (Main), Indrawan, M (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Telecommunication solution for telemedicine in remote rural areas.

Supervisors:

Indrawan, M (Main).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Understanding energy usage through non intrusive load monitoring and contextual reasoning.

Supervisors:

Krishnaswamy, S (Main), Indrawan, M (Associate).

Completed Supervision

Student:

Chang, D.

Program of Study:

Distillation of Gestalt Theories for Design of a Multimedia Visual Screen Interface. (Masters) 2002.

Supervisors:

Dooley, L (Main), Indrawan, M (Associate).

Student:

Chen, S.

Program of Study:

Ontology Discovery from Text: A Hybrid Framework. (Masters) 2005.

Supervisors:

Alahakoon, L (Joint), Indrawan, M (Joint-Co).

Student:

Chen, W.

Program of Study:

Petri Net Simulation and Analysis of Mobile Agent Itinerary. 2003.

Supervisors:

Indrawan, M (Main).

Student:

Chuah, S.

Program of Study:

A Support Infrastructure for Context-Aware, Lightweight, Mobile BDI Agents in Resource-Constrained Environments.. 2004.

Supervisors:

Indrawan, M (Main).

Student:

Jayaputera, J.

Program of Study:

USING CORBA CACHING APPROACH TO HANDLE DISCONNECTIONS IN MOBILE COMPUTING. 2002.

Supervisors:

Indrawan, M (Main).

Student:

Page, J.

Program of Study:

An integrated security framework for mobile agent communities. (PHD) 2006.

Supervisors:

Zaslavsky, A (Main), Indrawan, M (Associate).

Student:

Pekkarinen, M.

Program of Study:

Securing Wireless Environments Through Authentication and Encryption. 2003.

Supervisors:

Indrawan, M (Main).

Student:

Sim, T.

Program of Study:

A Technique Integrating Criteria-matching with Classification for Predicting Customer Groups. (Masters) 2004.

Supervisors:

Lee, V (Main), Indrawan, M (Associate).

Student:

Sim, T.

Program of Study:

Discovering of association rules without a minimum support threshold - coherent rules discovery. (PHD) 2009.

Supervisors:

Indrawan, M (Main), Srinivasan, B (Associate).

Student:

Smanchat, S.

Program of Study:

Scheduling parameter sweep workflow in the grid. (PHD) 2012.

Supervisors:

Indrawan, M (Joint), Ling, S (Joint-Co).

Student:

Tan, Y.

Program of Study:

WEB SERVICES MIDDLEWARE. 2002.

Supervisors:

Indrawan, M (Main).

Student:

Teoh, C.

Program of Study:

Stealth Agent: Unobtrusive Agent for Capturing Data in User Profilling System. 2003.

Supervisors:

Indrawan, M (Main).

Student:

Vihakapirom, P.

Program of Study:

A Proposed Framework of a Web-based Multi Criteria Group Decision Support System in Distributed Syncronous Meetings. 2002.

Supervisors:

Indrawan, M (Main).

Student:

Wiharto, M.

Program of Study:

Describing Object Oriented Language Constructs Using O2XML. (Masters) 2004.

Supervisors:

Stanski, P (Main), Indrawan ((Double Id)), M (Main).