Dr Campbell Wilson - Researcher Profile

Biography

Dr Wilson is a Senior Lecturer at the Caulfield School of Information Technology, Faculty of Information Technology at Monash University. His interests include databases, information retrieval and XML data management. He is also a member of the Centre for Distributed Systems and Software Engineering (DSSE) in the Faculty of Information Technology at Monash University.

Keywords

Content-based multimedia retrieval, Digital libraries, Probabilistic information retrieval

Qualifications

SCIENCE

Institution: Monash University

Year awarded: 2005

PHD

Institution: Monash University

Year awarded: 2005

COMPUTING

Institution: Monash University

Year awarded: 2005

Publications

Book Chapters

Wilson, C.C., Srinivasan, B., 2005, Multiple feature relevance feedback in content-based image retrieval using probabilistic inference networks, in Computational Intelligence for Modelling and Prediction, eds Saman K. Halgamuge and Lipo Wang, Springer, Berlin Germany, pp. 197-208.

Zutshi, S., Wilson, C.C., Krishnaswamy, S., Srinivasan, B., 2005, The role of relevance feedback in managing multimedia semantics: a survey, in Managing Multimedia Semantics, eds Uma Srinivasan and Surya Nepal, IRM Press, Hershey USA, pp. 288-303.

Journal Articles

Ngo, H.H.H., Wu, X., Le, P.D., Wilson, C.C., Srinivasan, B., 2010, Dynamic key cryptography and applications, International Journal of Network Security [P], vol 10, issue 3, Femto Technique Co., Taiwan Republic of China, pp. 161-174.

Draman Muda, N.A., Wilson, C.C., Ling, S., 2009, Bio-inspired audio content-based retrieval framework (B-ACRF), Proceedings of the World Academy of Science, Engineering and Technology [P], vol 53, World Academy of Science, Engineering and Technology, Turkey, pp. 791-796.

Nair, R., Wilson, C.C., Srinivasan, B., 2007, A conceptual query-driven design framework for data warehousing, Enformatika, vol 19, World Academy of Science, Engineering and Technology, Turkey, pp. 141-146.

Chang, D.H., Wilson, C., Dooley, L.S., 2003, Towards criteria for visual layout of instructional multimedia interfaces, Journal of Educational Technology Systems, vol 32, issue 1, Baywood Publishing Co., Inc., Amityville USA, pp. 3-29.

Conference Proceedings

Amar, M., Gondal, I., Wilson, C.C., 2012, Unitary anomaly detection for ubiquitous safety in machine health monitoring, 19th International Conference, INCONIP 2012 Proceedings, Part V, 12 November 2012 to 15 November 2012, Springer, Berlin Heidelberg Germany, pp. 361-368.

Ngo, H.H.H., Dandash, O., Le, P.D., Srinivasan, B., Wilson, C.C., 2011, Formal verification of a secure mobile banking protocol, Proceedings of the First International Conference on Computer Science and Information Technology, Part II, 02 January 2011 to 04 January 2011, Springer-Verlag, Berlin Germany, pp. 410-421.

Nguyen, B., Fisher, J.L., Burstein, F., Wilson, C.C., 2011, Taxonomy of usage problems for improving user-centric online health information provision, Proceedings of the 17th Americas Conference on Information Systems, 04 August 2011 to 08 August 2011, Association for Information Systems, Atlanta GA USA, pp. 1-11.

Draman Muda, N.A., Wilson, C.C., Ling, S., 2010, Modified AIS-based classifier for music genre classification, Proceedings of the 11th International Society for Music Information Retrieval Conference, 09 August 2010 to 13 August 2010, International Society for Music Information Retrieval, Canada, pp. 369-374.

Ngo, H.H.H., Wu, X., Le, P.D., Wilson, C.C., 2009, Package-role based authorization control model for wireless network services, Proceedings of the International Conference on Availability, Reliability and Security, 16 March 2009 to 19 March 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 475-480.

Zutshi, S., Wilson, C.C., Srinivasan, B., 2009, Proto-reduct fusion based relevance feedback in CBIR, Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 04 February 2009 to 06 February 2009, IEEE Computer Society, Los Alamitos CA USA, pp. 121-124.

Ngo, H., Wu, X., Le, P.D., Wilson, C.C., 2008, A method for authentication services in wireless networks, Proceedings of the 14th Americas Conference on Information Systems, 14 August 2008 to 17 August 2008, Association of Information Systems, Toronto ON Canada, pp. 1-9.

Guo, C., Wilson, C.C., 2008, Use of self-organizing maps for texture feature selection in content-based image retrieval, Proceedings of the 2008 IEEE World Congress on Computational Intelligence, 01 June 2008 to 06 June 2008, IEEE, Los Alamitos CA USA, pp. 766-771.

Zutshi, S., Wilson, C.C., Srinivasan, B., 2007, Reduct-based result set fusion for relevance feedback in CBIR, Proceedings of the 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. 918-923.

Sithitavorn, K., Wilson, C.C., Qiu, B., 2007, Towards multicast delay analysis for ad hoc wireless networks, 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. 694-699.

Das, G., Ray, S., Wilson, C.C., 2006, Feature re-weighting in Content-Based Image Retrieval, Proceedings of the 5th International Conference on Image and Video Retrieval (CIVR 2006), 13 July 2006 to 15 July 2006, Springer-Verlag, Germany, pp. 193-200.

Antoniou, G., Wilson, C.C., Geneiatakis, D., 2006, PPINA - A forensic investigation protocol for privacy enhancing technologies, Proceedings of the 10th IFIP TC-6 TC-11 International Conference on Communications and Multimedia Security (CMS 2006), 19 October 2006 to 21 October 2006, Springer-Verlag, Germany, pp. 185-195.

Zutshi, S., Wilson, C., Krishnaswamy, S., Srinivasan, B., 2003, Modelling relevance feedback using Rough Sets, Proceedings of the Fifth International Conference on Advances in Pattern Recognition, 10 December 2003 to 13 December 2003, Allied Publishers Pvt. Ltd, New Delhi India, pp. 495-499.

Wilson, C., Srinivasan, B., 2002, Multiple feature relevance feedback in content based image retrieval using probabilistic inference networks, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery, 18 November 2002 to 22 November 2002, Nanyang Technological University, Singapore, pp. 651-655.

Wilson, C., Srinivasan, B., Ray, S., 2002, Visual information retrieval via a Bayesian belief network framework, Recent Advances in Computing and Communications: Proceedings of the 9th International Conference on Advanced Computing and Communications, 16 December 2001to 19 December 2001, Tata McGraw-Hill Publishing Company Limited, New Delhi INDIA, pp. 129-132.

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.

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.

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.

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.

Ray, S., Shakya, R., Wilson, C., Srinivasan, B., 1999, On Image Thresholding by Entropic and Probabilistic Distance Criteria, Proc. of the IASTED International Conferences Signal and Image Processing (SIP'99), Nassau THE BAHAMAS, 18-21 October ,1999, IASTED/Acta Press, California USA, pp. 62-65.

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.

Le, P.D., Srinivasan, B., Mohammed, S., Kulkarni, S., Wilson, C., 1998, A Measure for Image Quality, Proceedings of the 1998 ACM Symp. on Applied Computing, Atlanta USA, 27 February-1 March 1998, Association for Computing Machinery Inc., New York NY USA, pp. 513-519.

Teaching Commitment

Dr Campbell Wilson is the Chief Examiner for the following units in the Faculty of IT;

• FIT1028 - Business information technology and systems
• FIT3105 - Security and identity management
• FIT4038 - Database management and implementation
• FIT5166 - Information retrieval systems
• FIT9018 - Computer technology and operating systems
• FIT9019 - Database technology

Campbell teaches the following units in the Faculty of IT;

• FIT4000 - Honours thesis extension
• FIT4008 - Reading unit
• FIT4126 - Honours thesis
• FIT4186 - Honours thesis
• FIT4441 - Honours thesis part 1
• FIT4442 - Honours thesis part 2
• FIT4443 - Honours thesis part 3
• FIT4444 - Honours thesis final
• FIT4448 - Honours thesis final
• FIT4606 - Honours thesis
• FIT5000 - Minor thesis extension
• FIT5016 - Minor thesis
• FIT5017 - Minor thesis
• FIT5018 - Minor thesis
• FIT5551 - Minor thesis part 1
• FIT5552 - Minor thesis part 2
• FIT5553 - Minor thesis part 3
• FIT5554 - Minor thesis final

Activities

Education

Course Director
Graduate Diploma in Computing
Faculty of Information Technology, Monash University

Faculty academic committee

Member
Board of Examiners
Faculty of Information Technology, Monash University

Member
Graduate Programs Committee
Faculty of Information Technology, Monash University

management

Deputy Head
Caulfield School of Information Technology
Faculty of Information Technology, Monash University

Postgraduate Research Supervisions

Current Supervision

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

An AI model for predicting patterns of electricity demands in smart grid.

Supervisors:

Wilson, C (Main), Liebman, A (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Automatic music indexing by affect terms.

Supervisors:

Burstein, F (Main), Carman, M (Associate), Wilson, C (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Early Warning Through Social Media.

Supervisors:

Wilson, C (Main), Carman, M (Associate).

Program of Study:

(DOCTORATE BY RESEARCH).

Thesis Title:

Improving and sustaining Health Information Portals through the exploration of usage..

Supervisors:

Burstein, F (Main), Fisher, J (Associate), Wilson, C (Associate).

Completed Supervision

Student:

Das, G.

Program of Study:

Reduction of semantic gap in content-based image retrieval. (PHD) 2007.

Supervisors:

Ray, S (Main), Wilson, C (Associate).

Student:

Moulder, D.

Program of Study:

Dynamic Knowledge Representation for Record Keeping Systems. (Masters) 2004.

Supervisors:

Redpath, R (Main), Wilson, C (Associate).

Student:

Nair, R.

Program of Study:

User-centric modelling for data warehouses. (PHD) 2007.

Supervisors:

Srinivasan, B (Main), Wilson, C (Associate).

Student:

Ngo, H.

Program of Study:

Dynamic group-based authentication in wireless networks. (PHD) 2010.

Supervisors:

Le, P (Joint), Srinivasan, B (Joint-Co), Wilson, C (Associate).

Student:

Sithitavorn, K.

Program of Study:

Quality of service routing in mobile ad hoc networks. (PHD) 2007.

Supervisors:

Qiu, B (Joint), Wilson, C (Joint-Co).

Student:

Zutshi, S.

Program of Study:

A retriever-independent framework for relevance feedback in content-based retrieval. (PHD) 2008.

Supervisors:

Srinivasan, B (Joint), Wilson, C (Joint-Co).