Refereed journal articles
La-Ongsri, S., Roddick, J.F. and de Vries, D.B. (2008). Accommodating mesodata into conceptual modelling methodologies.
Information and Software Technology, 50(5), pp.424-435. [online].
http://dx.doi.org/10.1016/j.infsof.2007.05.001.
Winarko, E. and Roddick, J.F. (2008). A signature-based indexing method for efficient content-based retrieval of relative temporal patterns.
IEEE Transactions on Knowledge and Data Engineering, 20(6), pp.4433994-825-4433994-835. [online].
http://dx.doi.org/10.1109/TKDE.2008.20.
De Vries, D.B. and Roddick, J.F. (2007). The Case for Mesodata: An Empirical Investigation of an Evolving Database System.
Information and Software Technology, 49(9-10), pp.1061-1072. [online].
http://dx.doi.org/10.1016/j.infsof.2006.11.001.
Winarko, E. and Roddick, J.F. (2007). ARMADA - An Algorithm for Discovering Richer Relative Temporal Association Rules from Interval-based Data.
Data and Knowledge Engineering, 63(1), pp.76-90. [online].
http://dx.doi.org/10.1016/j.datak.2006.10.009.
Roddick, J.F. and Mooney, C.H. (2005). Linear temporal sequences and their interpretation using midpoint relationships.
IEEE Transactions on Knowledge and Data Engineering, 17(1), pp.133-135. [online].
http://dx.doi.org/10.1109/TKDE.2005.12.
Roddick, J.F. and Spiliopoulou, M. (2002). A survey of temporal knowledge discovery paradigms and methods.
IEEE Transactions on Knowledge and Data Engineering, 14(4), pp.750-767. [online].
http://dx.doi.org/10.1109/TKDE.2002.1019212.
Roddick, J.F. and Nieuwenhuis, A.L. (2001). An Analysis of Application Rates to Programs in Information Technology, Science and Engineering. IEEE Transactions on Education, 44(3), pp.268-275.
Roddick, J.F., Grandi, F., Mandreoli, F. and Scalas, M.R. (2001). Beyond Schema Versioning: A Flexible Model for Spatio-Temporal Schema Selection. Geoinformatica, 5(1), pp.33-50.
Refereed conference papers
Shih, H.-C., Chu, S.-C., Roddick, J.F., Ho, J.-H., Liao, B.-Y. and Pan, J.-S. (2013). A Reduce Identical Event Transmission Algorithm Using in Wireless Sensor Network. In M Kudelka, J Pokorny, V Snasel & A Abraham, ed.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction. 3rd International Conference on Intelligent Human Computer Interaction. pp. 147-154. [online].
http://dx.doi.org/10.1007/978-3-642-31603-6_13.
Guo, X., Chu, S.-C., Tang, L.-L., Roddick, J. and Pan, J.-S. (2012). A Research on Behavior of Sleepy Lizards Based on KNN Algorithm. In J-S Pan, S-M Chen and NT Nguyen, ed.
Intelligent Information and Database Systems (ACIIDS 2012) Proceedings. 4th Asian Conference. pp. 109-118. [online].
http://dx.doi.org/10.1007/978-3-642-28490-8_12.
Yan, L., Chu, S.-C., Roddick, J. and Pan, J.-S. (2012). Directional Discriminant Analysis Based on Nearest Feature Line. In J-S Pan, S-M Chen & NT Nguyen, ed.
Intelligent Information and Database Systems (ACIIDS 2012) Proceedings. 4th Asian Conference. pp. 119-128. [online].
http://dx.doi.org/10.1007/978-3-642-28490-8_13.
Chu, S.-C., Hsiang-Cheh, H., Roddick, J.F. and Pan, J.-S. (2011). Overview of Algorithms for Swarm Intelligence. In Computational
Collective Intelligence: Technologies and Applications. 3rd International Conference, ICCCI 2011. pp. 28-41.
Bu, S.-P., Chu, S.-C., Liu, X.-F. and Roddick, J. (2011). Image Recognition Based on Kernel Self-optimized Learning. In Proceedings of the 2nd International Conference on Innovations in Bio-inspired Computing and Applications. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. pp. 73-76.
Li, R., de Vries, D. and Roddick, J.F. (2011). Bands of Privacy Preserving Objectives: Classification of PPDM Strategies. In Peter Vamplew, Andrew Stranieri, Kok-Leong Ong, Peter Christen and Paul Kennedy, ed. Data Mining and Analytics 2011. Ninth Australasian Data Mining Conference (AusDM 2011). pp. 137-152.
Sun, C., Zeng, J., Chu, S.-C., Roddick, J. and Pan, J.-S. (2011). Solving Constrained Optimization Problems by an Improved Particle Swarm Optimization. In
Proceedings of IBICA 2011. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. pp. 124-128. [online].
http://bit.kuas.edu.tw/~ibica11/.
Yan, L., Chu, S.-C., Pan, J.-S. and Roddick, J. (2011). Neighborhood Discriminant Nearest Feature Line Analysis for Face Recognition. In
Proceedings of the 2nd International Conference on Innovations in Bio-inspired Computing and Applications. 2nd International Conference on Innovations in Bio-inspired Computing and Applications. pp. 344-347. [online].
http://dx.doi.org/10.1109/IBICA.2011.91.
Shih, H.-C., Chu, S.-C., Roddick, J.F., Hung, M.-H. and Pan, J.-S. (2010). Power Reduction of Wireless Sensor Networks Using Ant Colony Optimization. In
2010 International Conference on Computational Aspects of Social Networks (CASoN 2010). 2010 International Conference on Computational Aspects of Social Networks (CASoN 2010). pp. 464-467. [online].
http://dx.doi.org/10.1109/CASoN.2010.110.
Hung, M.-H., Chu, S.-C., Roddick, J.F., Pan, J.-S. and Shieh, C.-S. (2010). An Effective Image Enhancement Method for Electronic Portal Images. In
2nd International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems - ICCCI 2010. 2nd International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems - ICCCI 2010. pp. 174-183. [online].
http://dx.doi.org/10.1007/978-3-642-16696-9_19.
Tang, L.-L., Chu, S.-C. and Roddick, J.F. (2010). Orientation Tree Structure Based Wavelet/VQ Multiple Description Coding. In Proceedings: 2010 First International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA2010). First International Conference on Pervasive Computing, Signal Processing and Applications (PCSPA2010). pp. 700-702.
Liang, P., Roddick, J.F., Ceglar, A.J., Shillabeer, A. and de Vries, D.B. (2009). Discovering Itemset Interactions. In Bernard Mans, ed.
Australian Computer Science Communications. Thirty-Second Australasian Computer Science Conference (ACSC 2009). pp. 121-128. [online].
http://crpit.com/abstracts/CRPITV91Liang.html.
Allwright, A. and Roddick, J.F. (2008). Exploratory Mining over Organisational Communications Data. In John F Roddick, Jiuyong Li, Peter Christen and Paul Kennedy, ed.
Data Mining and Analytics 2008: Proceedings of the Seventh Australasian Data Mining Conference (AusDM 2008). Seventh Australasian Data Mining Conference (AusDM'08). pp. 41-50. [online].
http://crpit.com/abstracts/CRPITV87Allwright.html.
Ceglar, A.J., Roddick, J.F. and Powers, D.M. (2007). CURIO: A fast outlier and outlier cluster detection algorithm for large datasets. In Kok-Leong Ong, Wenyuan Li, Junbin Gao, ed.
Integrating Artificial Intelligence and Data Mining: Proceedings of the 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007). Second International Workshop on Integrating AI and Data Mining (AIDM 2007). pp. 37-45. [online].
http://crpit.com/confpapers/CRPITV84Ceglar.pdf.
Liang, P. and Roddick, J.F. (2007). Detecting Anomalous Longitudinal Associations through Higher Order Mining. In Kok-Leong Ong, Wenyuan Li and Junbin Gao, ed.
Integrating Artificial Intelligence and Data Mining: Proceedings of the 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007). Second International Workshop on Integrating AI and Data Mining (AIDM 2007). pp. 19-27. [online].
http://crpit.com/abstracts/CRPITV84Liang.html.
Roddick, J.F. and Fule, P. (2007). SemGrAM - Integrating semantic graphs into association rule mining. In Peter Christen, Paul Kennedy, Jiuyong Li, Inna Kolyshkina and Graham Williams, ed.
Data Mining and Analytics 2007: Proceedings of the 6th Australasian Data Mining Conference (AusDM 2007). 6th Australasian Data Mining Conference (AusDM 2007). pp. 129-137. [online].
http://crpit.com/abstracts/CRPITV70Roddick.html.
Roddick, J.F., Ceglar, A.J. and de Vries, D.B. (2007). Towards active conceptual modelling for sudden events. In John Grundy, Sven Hartmann, Alberto H.F. Laender, Leszek Maciaszek and John F. Roddick, ed.
Challenges in Conceptual Modelling: Tutorials, posters, panels and industrial contributions at the 26th International Conference on Conceptual Modeling: ER 2007. 26th International Conference on Conceptual Modeling. pp. 203-208. [online].
http://crpit.com/abstracts/CRPITV83Roddick.html.
Shillabeer, A. and Roddick, J.F. (2007). Establishing a lineage for medical knowledge discovery. In Peter Christen, Paul Kennedy, Jiuyong Li, Inna Kolyshkina and Graham Williams, ed.
Data Mining and Analytics 2007: Proceedings of the 6th Australasian Data Mining Conference (AusDM 2007). 6th Australasian Data Mining Conference (AusDM 2007). pp. 29-37. [online].
http://crpit.com/abstracts/CRPITV70Shillabeer.html.
Ceglar, A.J., Morrall, R. and Roddick, J.F. (2006). Mining medical administrative data: the PKB system. In Markus Ackermann, Carlos Soares, Bettina Guidemann, ed. Proceedings of the ECML/PKDD 2006 Workshop on Practical Data Mining. ECML/PKDD 2006 Workshop on Practical Data Mining: Applications, Experiences and Challenges.
Chan, D. and Roddick, J.F. (2006). Local nulls in summarised mobile and distributed databases. In A Zanski, S.A. Temis, C.A. Brebbia, N.F.F.Ebecken, ed. Data mining VII: data text and web mining and their business applications. Seventh International Conference on Data, Text and Web Mining and their Business Applications and Management Information Engineering. pp. 407-416.
Roddick, J.F. and de Vries, D.B. (2006). Reduce, reuse, recycle: practical approaches to schema integration, evolution and versioning. In
Lecture Notes in Computer Science. 4th International Workshop on Evolution and Change in Data Management. pp. 209-216. [online].
http://dx.doi.org/10.1007/11908883_26.
Shillabeer, A., Roddick, J.F. and de Vries, D.B. (2006). On the arguments against the application of data mining to medical data analysis. In Niels Peek and Carlo Combi, workshop chairs., ed. IDAMAP 2006: Proceedings of the Intelligent Data Analysis in Biomedicine and Pharmacology Conference. IDAMAP 2006 - Intelligent Data Analysis in Biomedicine and Pharmacology.
Winarko, E. and Roddick, J.F. (2005). Discovering richer temporal association rules from interval-based data. In Tjoa, AM; Trujillo, J, ed.
Lecture Notes in Computer Science. 7th International Conference on Data Warehousing and Knowledge Discovery. pp. 315-325. [online].
http://dx.doi.org/10.1007/11546849_31.
Chu, S.-C., Roddick, J.F., Lu, Z.-M., Pan, J.-S. and Abebe, D.B. (2004). Hadamard transform based Equal-average Equal-variance Equal-norm nearest neighbor codeword search algorithm. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2004). ICME2004. pp. 671-674.
Mooney, C.H., de Vries, D.B. and Roddick, J.F. (2004). A multi-level framework for the analysis of sequential data. In Simeon J. Simoff and Graham J. Williams, ed. Proceedings of the 3rd Australasian Data Mining Conference. 3rd Australasian Data Mining Conference. pp. 199-213.
Fule, P. and Roddick, J.F. (2004). Experiences in building a tool for navigating association rule result sets. In James Hogan et al., ed.
Proceedings of the Australian Workshop on Data Mining and Web Intelligence: ACSW Frontiers. Australasian Workshop on Data Mining and Web Intelligence. pp. 103-108. [online].
http://crpit.com/confpapers/CRPITV32Fule.pdf.
Fule, P. and Roddick, J.F. (2004). Detecting privacy and ethical sensitivity in data mining results. In Vladimir Estivill-Castro, ed. Proceedings of the 27th Australasian conference on computer science. 27th Australasian conference on computer science (ACSC). pp. 159-166.
De Vries, D.B., Rice, S. and Roddick, J.F. (2004). In support of mesodata in database management systems. In Fernando Galindo, Makoto Takizawa and Roland Traunmuller, ed. Proceedings of the 15th International Conference on Database and Expert systems Applications. 15th International Conference on Database and Expert Systems Applications (DEXA 2004).
Chu, S.-C., Roddick, J.F., Su, C.-J. and Pan, J.-S. (2004). Constrained ant colony optimization for data clustering. In Chengqi Zhang, Hans W. Guesgen, Wai K. Yeap, ed. Trends in Artificial Intelligence: Proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence. 8th Pacific Rim International Conference on Artificial Intelligence. pp. 534-543.
De Vries, D.B. and Roddick, J.F. (2004). Facillitating database attribute domain evolution using mesodata. In
Lecture Notes in Computer Science. Third International Workshop on Evolution and Change in Data Management (ECDM2004). pp. 429-440. [online].
http://dx.doi.org/10.1007/b101694.
Chu, S.-C., Roddick, J.F., Lu, Z.-M. and Pan, J.-S. (2003). VQ-based watermarking method using labelled bisecting k-means clustering algorithm. In Feng, PSriskanthan, N, ed. 7th International Symposium on Consumer Electronics - 2003. The 7th International Symposium on Consumer Electronics.
Chan, D. and Roddick, J.F. (2003). Context-sensitive mobile database summarisation. In Oudshoorn, M, ed. Computer Science 2003. 26th Australasian Computer Science Conference (ACSC2003). pp. 140-149.
Ceglar, A.J., Roddick, J.F., Mooney, C.H. and Calder, P.R. (2003). From rule visualisation to guided knowledge discovery. In Simoff, S. JWilliams, G. JHegland, M, ed. ADMO 3?: Proceedings of the Australasian Data Mining Workshop. Second Australasian Data Mining Workshop (ADM'03). pp. 59-94.
Roddick, J.F., Hornsby, K. and de Vries, D.B. (2003). A unifying semantic distance model for determining the similarity of attribute values. In Oudshoorn, M, ed. Computer Science 2003: Proceedings of the Twenty-Sixth Australasian Computer Science Conference. 26th Australasian Computer Science Conference (ACSC2003). pp. 111-118.
Chu, S.-C., Roddick, J.F., Pan, J.-S. and Su, C.-J. (2003). Parallel ant colony systems. In Zhong, NZbigniew, W. RShusaku, TEinoshin, S, ed. Foundations of Intelligient Systems. The 14th International Symposium on Methodologies for Intelligient Systems.
Winarko, E. and Roddick, J.F. (2003). Relative temporal association rule mining. In Simoff, S. JWilliams, G. LHegland, M, ed. ADMO 3?: Proceedings of the Australasian Data Mining Workshop. Second Australasian Data Mining Workshop (ADM'03). pp. 121-142.
Chu, S.-C., Roddick, J.F. and Pan, J.-S. (2002). An Efficient K-medoids-based Algorithm Using Previous Medoid Index, Triangular Inequality Elimination Criteria and Partial Distance Search. In
Data Warehousing and Knowledge Discovery [LNCS]. The 4th International Conference on Data Warehousing and Knowledge Discovery 2002. pp. 301-311. [online].
http://dx.doi.org/10.1007/3-540-46145-0_7.
Roddick, J.F. and Nieuwenhuis, A.L. (2002). Application Rates to Undergraduate Programs in Information Technology in Australian Universities. In Computer Science 2002?: proceedings of the twenty-fifth Australasian Computer Science conference. Conferences in research and practice in information technology. pp. 223-231.
Mooney, C.H. and Roddick, J.F. (2002). Mining itemsets - An approach to longitudinal and incremental association rule mining. In Zanasi, A, ed.
Data Mining III. Third International Conference on Data Mining Methods and Databases. pp. 93-102. [online].
http://dx.doi.org/10.2495/DATA020101.
Chu, S.-C., Roddick, J.F., Chen, T.-Y. and Pan, J.-S. (2002). Efficient search approaches for K-medoids-based algorithms. In Proceedings of the IEEE TENCON'02. 2002 IEEE Region 10 Technical Conference on Computers Communications Control and Power Engineering. p. 712a-715a.
Chu, S.-C., Roddick, J.F. and Pan, J.-S. (2002). Efficient K-medoids Algorithms using Multi-Centroids with Multi-runs Sampling Scheme. In Workshop on Mining Data across Multiple Customer Touchpoints for CRM. The Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining.
Chu, S.-C., Roddick, J.F. and Pan, J.-S. (2002). An incremental multi-centred, multi-run sampling scheme for K-medoids-based algorithms. In
Data Mining III. The 3rd International Conference on Data Mining and Databases for Engineering, Finance and Other Fields. pp. 553-562. [online].
http://dx.doi.org/10.2495/DATA020531.
Chu, S.-C. and Roddick, J.F. (2001). Pattern clustering using incremental splitting for non-uniformly distributed data. In Baba, N.; Jain, L.C.; Howlett, R.J., ed. Pattern Clustering Using Incremental Splitting for Non-Uniformly Distributed Data. Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies.
Chu, S.-C., Roddick, J.F. and Pan, J.-S. (2001). A Comparative Study and Extension to K-medoids Algorithms. In Li, D, ed. Fifth International Conference on Optimization: Techniques and applications (ICOTA 2001). Fifth International Conference on Optimization: Techniques and Applications 2001.
Journal articles
Warren, J., Roddick, J.F., Webb, G. and Williams, G. (2006). Guest Editor's Introduction to Special Issue on Health Data Mining.
Ejournal of Health Informatics, 1(1). [online].
http://ejhi.net/ojs/index.php/ejhi/index.
Roddick, J.F., Fule, P. and Graco, W.J. (2003). Exploratory medical knowledge discovery: experiences and issues.
Sigkdd Explorations, 5(1), pp.94-99. [online].
http://dx.doi.org/10.1145/959242.959243.
Roddick, J.F. and Rice, S. (2001). What's Interesting About Cricket? - On Thresholds and Anticipation in Discovered Rules. Sigkdd Explorations, 3(1), pp.1-5.
Conference publications
Roddick, J.F. (2009). Pattern specification and discovery in higher order data mining. In Bin-Yih Liao, Jeng-Shyang Pan, Peng Shi and Chin-Shiuh Shieh, ed.
Proceedings fourth international conference on innovative computing, information and control. Fourth International Conference on Innovative Computing, Information and Control (ICICIC2009). [online].
http://bit.kuas.edu.tw/~icic09/.
Chu, S.-C., Roddick, J.F. and Chen, T.-Y. (2002). A genetic clustering algorithm for mean-residual vector quantization. In ICAST 2002: proceedings of the 18th International Conference on Advanced Science and Technology. 18th International Conference on Advanced Science and Technology. pp. 91-99.
Other public research outputs
Roddick, J.F. and Hinze, A. (2007). Conference Editor (Poceedings Editors). Conceptual Modelling 2007: Proceedings of the Fourth Asia-Pacific Conference on Conceptual Modelling (APCCM2007), 67.
Grundy, J.J., Hartmann, S., Laender, A.H.F., Maciazek, L. and Roddick, J.F. (2007). Conference Editor (Proceedings Editors). Challenges in conceptual modelling - Tutorials, posters, panels and industrial contributions at the 26th International conference on Conceptual Modelling - ER 2007, 83.
Brankovic, L., Coddington, P., Roddick, J.F., Steketee, C., Warren, J. and Wendelborn, A. (2007). Conference Proceedings editor (Editing). Proceedings of the fifth Australasian symposium on ACSW frontiers, 68, pp.1-247.
Roddick, J.F., Benjamins, R., Si-Said Cherfi, S., Chiang, R., Elmasri, R., Grandi, F., et al. (2006). Editors. Advances in Conceptual Modeling: Theory and Practice.
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