Article

Pigulski, Andrzej, Cugier, Henryk, Handler, Gerald, and Kgoadi, Refilwe (2018) BRITE view of sigma Scorpii, beta Cephei-type star studied for over a century. Polskie Towarzystwo Astronomiczne (PTA) Proceedings 2018, 8. pp. 77-79.

Thorburn, P.J., Biggs, J.S., Skocaj, D., Schroeder, B.L., Sexton, J., and Everingham, Y.L. (2018) Crop size and sugarcane nitrogen fertiliser requirements: is there a link? International Sugar Journal, 120. 1438. pp. 792-797.

Lee, Sean T. H. (2018) Testing for measurement invariance: does your measure mean the same thing for different participants? APS Observer, 31 (8). pp. 32-33.

Robertson, Sam, Woods, Carl, and Gastin, Paul (2015) Predicting higher selection in elite junior Australian Rules football: the influence of physical performance and anthropometric attributes. Journal of Science and Medicine in Sport, 18 (5). 601-606.

Campello, Ricardo J.G.B., Moulavi, Davoud, Zimek, Arthur, and Sander, Jörg (2015) Hierarchical density estimates for data clustering, visualization, and outlier detection. ACM Transactions on Knowledge Discovery from Data, 10 (1). 5. 5:1-5:51.

Mustika, Putu Liza Kusuma, Birtles, Alastair, Everingham, Yvette, and Marsh, Helene (2015) Evaluating the potential disturbance from dolphin watching in Lovina, north Bali, Indonesia. Marine Mammal Science, 31 (2). pp. 808-817.

Horta, Danilo, and Campello, Ricardo (2015) Comparing hard and overlapping clusterings. Journal of Machine Learning Research, 16. pp. 2949-2997.

Naldi, M.C., and Campello, Ricardo R.J.G.B. (2015) Comparison of distributed evolutionary k-means clustering algorithms. Neurocomputing, 163. pp. 78-93.

Sexton, Justin, Everingham, Yvette, and Timbal, Bertrand (2015) Harvest disruption projections for the Australian sugar industry. International Journal of Climate Change Strategies and Management, 7 (1). pp. 41-57.

Everingham, Yvette, Inman-Bamber, Geoff, Sexton, Justin, and Stokes, Chris (2015) A dual ensemble agroclimate modelling procedure to assess climate change impacts on sugarcane production in Australia. Agricultural Sciences, 6. pp. 870-888.

Woods, Carl T.E., Raynor, Annette J., Bruce, Lyndell, and McDonald, Zane (2014) The use of skill tests to predict status in junior Australian football. Journal of Sports Sciences, 33 (11). pp. 1132-1140.

Hill, E. June, Oliver, Nicholas H.S., Fisher, Louise, Cleverley, James S., and Nugus, Michael J. (2014) Using geochemical proxies to model nuggety gold deposits: an example from Sunrise Dam, Western Australia. Journal of Geochemical Exploration, 145. pp. 12-24.

Berg Soto, Alvaro, Marsh, Helene, Everingham, Yvette, Smith, Joshua N., Parra, Guido J., and Noad, Michael (2014) Discriminating between the vocalizations of Indo-Pacific humpback and Australian snubfin dolphins in Queensland, Australia. Journal of the Acoustical Society of America, 136 (2). pp. 930-938.

Naldi, M.C., and Campello, Ricardo (2014) Evolutionary k-means for distributed data sets. Neurocomputing, 127. pp. 30-42.

Kault, David (2014) False negatives in evidence based medicine. Journal of Medical Statistics and Informatics, 2 (5).

Horta, Danilo, and Campello, Ricardo (2014) Similarity measures for comparing biclusterings. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 11 (5). pp. 942-954.

Rabbany, Reihaneh, Takaffoli, Mansoureh, Fagnan, Justin, Zaïane, Osmar R., and Campello, Ricardo J.G.B. (2013) Communities validity: methodical evaluation of community mining algorithms. Social Network Analysis and Mining, 3 (4). pp. 1039-1062.

Campello, R.J.G.B., Moulavi, D., Zimek, A., and Sander, J. (2013) A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Data Mining and Knowledge Discovery, 27 (3). pp. 344-371.

Raftery, Adrian E., Chunn, Jennifer L., Gerland, Patrick, and Sevcikova, Hana (2013) Bayesian probabilistic projections of life expectancy for all countries. Demography, 50 (3). pp. 777-801.

Naldi, M.C., Carvalho, A.C.P.L.F., and Campello, Ricardo R.J.G.B. (2013) Cluster ensemble selection based on relative validity indexes. Data Mining and Knowledge Discovery, 27 (2). pp. 259-289.

Skocaj, Danielle M., Everingham, Yvette L., and Schroeder, Bernard L. (2013) Nitrogen management guidelines for sugarcane production in Australia: can these be modified for wet tropical conditions using seasonal climate forecasting? Springer Science Reviews, 1 (1). pp. 51-71.

Jaskowiak, Pablo. A., Campello, Ricardo J.G.B., and Costa, Ivan G. (2013) Proximity measures for clustering gene expression microarray data: a validation methodology and a comparative analysis. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 10 (4). pp. 845-857.

Coletta, Luiz F.S., Vendramin, Lucas, Hruschka, Eduardo Raul, Campello, Ricardo J.G.B., and Pedrycz, Witold (2012) Collaborative fuzzy clustering algorithms: some refinements and design guidelines. IEEE Transactions on Fuzzy Systems, 20 (3). pp. 444-462.

Horta, Danilo, and Campello, Ricardo J.G.B. (2012) Automatic aspect discrimination in data clustering. Pattern Recognition, 45 (12). pp. 4370-4388.

Campello, Ricardo J.G.B., Moulavi, Davoud, and Sander, Jörg (2012) A simpler and more accurate AUTO-HDS framework for clustering and visualization of biological data. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 9 (6). pp. 1850-1852.

Brown, Simon (2011) Averaging ratios: characteristics of the error of approximation. World Applied Programming, 1 (5). pp. 288-293.

Donald, David, Coomans, Danny, and Everingham, Yvette (2011) Joint multiple adaptive wavelet regression ensembles. Chemometrics and Intelligent Laboratory Systems, 108 (2). pp. 133-141.

Horta, Danilo, de Andrade, Ivan C., and Campello, Ricardo J.G.B (2011) Evolutionary fuzzy clustering of relational data. Theoretical Computer Science, 412 (42). pp. 5854-5870.

Naldi, M.C., Campello, R.J.G.B., Hruschka, E.R., and Carvalho, A.C.P.L.F. (2011) Efficiency issues of evolutionary k-means. Applied Soft Computing, 11 (2). pp. 1938-1952.

Campello, R.J.G.B. (2010) Generalized external indexes for comparing data partitions with overlapping categories. Pattern Recognition Letters, 31 (9). pp. 966-975.

Horta, Danilo, and Campello, Ricardo J.G.B. (2010) Evolutionary clustering of relational data. International Journal of Hybrid Intelligent Systems, 7 (4). pp. 261-281.

Islam, Md. Rafiqul, and Beg, A.B.M. Rabiul Alam (2010) Modeling and predicting urban male population of Bangladesh: evidence from census data. International eJournal of Mathematics and Engineering, 1 (1). pp. 86-95.

Vendramin, Lucas, Campello, Ricardo J.G.B., and Hruschka, Eduardo R. (2010) Relative clustering validity criteria: a comparative overview. Statistical Analysis and Data Mining, 3. pp. 209-235.

Brown, Simon (2009) On the distribution of the largest part of unrestricted partitions of small integers. Electronic Journal of Applied Statistical Analysis, 1 (1). pp. 1-10.

Everingham, Y.L., Smyth, C.W., and Inman-Bamber, N.G. (2009) Ensemble data mining approaches to forecast regional sugarcane crop production. Agricultural and Forest Meteorology, 149 (3). pp. 689-686.

Macnaughton, David, and Coomans, Danny (2009) Design and optimization aids for composite control charts. Quality Engineering, 21 (1). pp. 33-43.

Campello, R.J.G.B., and Hruschka, E. (2009) On comparing two sequences of numbers and its applications to clustering analysis. Information Sciences, 179 (8). pp. 1025-1039.

Campello, Ricardo J.G.B., Hruschka, Eduardo R., and Alves, Vinícius S. (2009) On the efficiency of evolutionary fuzzy clustering. Journal of Heuristics, 15 (1). pp. 43-75.

Hruschka, Eduardo Raul, Campello, Ricardo J.G.B., Freitas, Alex A., and de Carvakho, André C. Ponce Leon (2009) A survey of evolutionary algorithms for clustering. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 39 (2). pp. 133-155.

Konovalov, Dmitry A., and Heg, Dik (2008) A Maximum-Likelihood relatedness estimator allowing for negative relatedness values. Molecular Ecology Resources, 8 (2). pp. 256-263.

Konovalov, Dmitry A., Sim, Nigel, Deconinck, Eric, Vander Heyden, Yvan, and Coomans, Danny (2008) Statistical confidence for variable selection in QSAR models via Monte Carlo cross-validation. Journal of Chemical Information and Modeling, 48 (2). pp. 370-383.

Everingham, Yvette , Baillie, Craig, Inman-Bamber, Geoff, and Baillie, Justine (2008) Forecasting water allocations for Bundaberg sugarcane farmers. Climate Research, 36 (3). pp. 231-239.

Konovalov, Dmitry A., Llewellyn, Lyndon E., Vander Heyden, Yvan, and Coomans, Danny (2008) Robust cross-validation of linear regression QSAR models. Journal of Chemical Information and Modeling, 48 (10). pp. 2081-2094.

Deconinck, Eric, Zhang, Menghui H., Coomans, Danny, and Vander Heyden, Yvan (2007) Evaluation of boosted regression trees (BRTs) and two-step BRT procedures to model and predict blood-brain barrier passage. Journal of Chemometrics, 21 (7-9). pp. 280-291.

Smyth, Christine, and Coomans, Danny (2007) Predictive weighting for cluster ensembles. Journal of Chemometrics, 21 (7-9). pp. 364-375.

Campello, R.J.G.B. (2007) A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment. Pattern Recognition Letters, 28 (7). pp. 833-841.

Everingham, Y.L., Lowe, K.H., Donald, D.A., Coomans, D.H., and Markley, J. (2007) Advanced satellite imagery to classify sugarcane crop characteristics. Agronomy for Sustainable Development, 27 (2). pp. 111-117.

Everingham, Y.L., Inman-Bamber, N.G., Thorburn, P.J., and McNeill, T.J. (2007) A Bayesian modelling approach for long lead sugarcane yield forecasts for the Australian sugar industry. Australian Journal of Agricultural Research, 58 (2). pp. 87-94.

Deconinck, E., Coomans, D., and Vander Heyden, Y. (2007) Exploration of linear modelling techniques and their combination with multivariate adaptive regression splines to predict gastro-intestinal absorption of drugs. Journal of Pharmaceutical and Biomedical Analysis, 43 (1). pp. 119-130.

Konovalov, Dmitry A., Coomans, Danny, Deconinck, Eric, and Vander Heyden, Yvan (2007) Benchmarking of QSAR models for blood-brain barrier permeation. Journal of Chemical Information and Modeling, 47 (4). pp. 1648-1656.

Campbell, Alistair, and Knowles, Simon (2007) A confirmatory factor analysis of the GHQ12 using a large Australian sample. European Journal of Psychological Assessment, 23 (1). pp. 2-8.

Campello, R.J.G.B., and Hruschka, E.R. (2006) A fuzzy extension of the silhouette width criterion for cluster analysis. Fuzzy Sets and Systems, 157 (21). pp. 2858-2875.

Steele, Michael, and Chaseling, Janet (2006) Powers of discrete goodness-of-fit test statistics for a uniform null against a selection of alternative distributions. Communications in Statistics: simulation and computation, 35 (4). pp. 1067-1075.

Hruschka, Eduardo R., Campello, Ricardo J.G.B., and de Castro, Leandro N. (2006) Evolving clusters in gene-expression data. Information Sciences, 176 (13). pp. 1898-1927.

Put, R., Van Gyseghem, E., Coomans, D., and Vander Heyden, Y. (2005) Selection of orthogonal reversed-phase HPLC systems by univariate and auto-associative multivariate regression trees. Journal of Chromatography A, 1096 (1-2). pp. 187-198.

Deconinck, E., Xu, Q.S., Put, R., Coomans, D., Massart, D.L., and Vander Heyden, Y. (2005) Prediction of gastro-intestinal absorption using multivariate adaptive regression splines. Journal of Pharmaceutical and Biomedical Analysis, 39 (5). pp. 1021-1030.

Deconinck, E., Hancock, T., Coomans, D., Massart, D.L., and Vander Heyden, Y. (2005) Classification of drugs in absorption classes using the classification and regression trees (CART) methodology. Journal of Pharmaceutical and Biomedical Analysis, 39 (1-2). pp. 91-103.

Daszykowski, M., Stanimirova, I., Walczak, B., and Coomans, D. (2005) Explaining a presence of groups in analytical data in terms of original variables. Chemometrics and Intelligent Laboratory Systems, 78 (1-2). pp. 19-29.

Donald, David, Everingham, Yvette, and Coomans, Danny (2005) Integrated wavelet principal component mapping for unsupervised clustering on near infra-red spectra. Chemometrics and Intelligent Laboratory Systems, 77 (1-2). pp. 32-42.

Hancock, Tim, Put, Raf, Coomans, Danny, Vander Heyden, Yvan, and Everingham, Yvette (2005) A performance comparison of modern statistical techniques for molecular descriptor selection and retention prediction in chromatographic QSRR studies. Chemometrics and Intelligent Laboratory Systems, 76 (2). pp. 185-196.

Michielsen, Dirk, Amy, Jean-Jacques, Coomans, Danny, Storme, Guy, and Wyndaele, Jean-Jacques (2005) Mitomycin C and epirubicin: functional bladder damage in rats after repeat intravesical instillations. Journal of Urology, 173 (6). pp. 2166-2170.

Potgieter, A.B., Everingham, Y.L., and Hammer, G.L. (2003) On measuring quality of a probabilistic commodity forecast for a system that incorporates seasonal climate forecasts. International Journal of Climatology, 23 (10). pp. 1195-1210.

Everingham, Y.L., Muchow, R.C., Stone, R.C., and Coomans, D.H. (2003) Using southern oscillation index phases to forecast sugarcane yields: a case study for northeastern Australia. International Journal of Climatology, 23 (10). pp. 1211-1218.

Nijs, Jo, De Meirleir, Kenny, Coomans, Danny, De Becker, Pascale, and Nicolson, Garth L. (2003) Deregulation of the 2,5A Synthetase Rnase L Antiviral pathway by Mycoplasma spp. in subsets of chronic fatigue syndrome. Journal of Chronic Fatigue Syndrome, 11 (2). pp. 37-50.

Put, R., Perrin, C., Questier, F., Coomans, D., Massart, D.L., and Vander Heyden, Y. (2003) Classification and regression tree analysis for molecular descriptor selection and retention prediction in chromatographic quantitative structure–retention relationship studies. Journal of Chromatography A, 988 (2). pp. 261-276.

van Hoof, Elke, Coomans, Danny H., De Becker, Pascale, Meeusen, R., Cluydts, Raymond, and De Meirleir, Kenny (2003) Hyperbaric therapy in chronic fatigue syndrome. Journal of Chronic Fatigue Syndrome, 11 (3). pp. 37-50.

van Hoof, Elke, De Meirleir, Kenny, Cluydts, Raymond, and Coomans, Danny (2003) The symptoms and psychiatric status of the Bijlmermeer Plane Crash Disaster: similarities with Chronic Fatigue Syndrome and Gulf War Syndrome. Journal of Chronic Fatigue Syndrome, 11 (3). pp. 3-22.

Nijs, Jo, Coomans, Danny, Nicolson, Garth L., De Becker, Pascale, Christian, Demanet, and De Meirleir, Kenny (2003) Immunophenotyping predictive of Mycoplasma infection in patients with chronic fatigue syndrome. Journal of Chronic Fatigue Syndrome, 11 (2). pp. 51-69.

Adams, E., Coomans, D., Smeyers-Verbeke, J., and Massart, D.L. (2002) Non-linear mixed effects models for the evaluation of dissolution profiles. International Journal of Pharmaceutics, 240 (1-2). pp. 37-53.

Adams, E., Coomans, D., Smeyers-Verbeke, J., and Massart, D.L. (2001) Application of linear mixed effects models to the evaluation of dissolution profiles. International Journal of Pharmaceutics, 226 (1-2). pp. 107-125.

Kuttatharmmakul, S., Massart, D.L., Coomans, D., and Smeyers-Verbeke, J. (2001) Comparison of methods for the estimation of statistical parameters of censored data. Analytica Chimica Acta, 441 (2). pp. 215-229.

Aeberhard, S., De Vel, O.Y., and Coomans, D.H. (2000) New fast algorithms for error rate-based stepwise variable selection in discriminant analysis. Siam Journal on Scientific Computing, 22 (3). pp. 1036-1052.

Mallet, Yvette, Coomans, Danny, Kautsky, Jerry, and De Vel, Olivier (1997) Classification using adaptive wavelets for feature extraction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19 (10). pp. 1058-1066.

Wu, W., Mallet, Y., Walczak, B., Penninckx, W., Massart, D.L., Heuerding, S., and Erni, F. (1996) Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data. Analytica Chimica Acta, 329 (3). pp. 257-265.

Mallet, Y., Coomans, D., and de Vel, O. (1996) Recent developments in discriminant analysis on high dimensional spectral data. Chemometrics and Intelligent Laboratory Systems, 35 (2). pp. 157-173.

Book Chapter

Rabbany, Reihaneh, Takaffoli, Mansoreh, Fagnan, Justin, Zaïane, Osmar R., and Campello, Ricardo (2017) Relative validity criteria for community mining algorithms. In: Alhajj, Reda, and Rokne, Jon, (eds.) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY, USA, pp. 1-15.

Vendramin, L., Naldi, M.C., and Campello, Ricardo R.J.G.B. (2015) Fuzzy clustering algorithms and validity indices for distributed data. In: Celebi, M. Emre, (ed.) Partitional Clustering Algorithms. Springer, Cham, Switzerland, pp. 147-192.

Rabbany, Reihaneh, Takaffoli, Mansoreh, Fagnan, Justin, Zaïane, Osmar R., and Campello, Ricardo (2014) Relative validity criteria for community mining algorithms. In: Alhajj, Reda, and Rokne, Jon, (eds.) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY, USA, pp. 1562-1576.

Park, S.E., Crimp, S., Inman-Bamber, N.G., and Everingham, Y.L. (2010) Sugarcane. In: Stokes, Chris, and Howden, Mark, (eds.) Adapting Agriculture to Climate Change. CSIRO Publishing, Collingwood, VIC, Australia, pp. 85-99.

Donald, D.A., Everingham, Y.L., McKinna, L.W., and Coomans, D. (2009) Feature selection in the wavelet domain: adaptive wavelets. In: Brown, Steven, Tauler, Roma, and Walczak, Beata, (eds.) Comprehensive Chemometrics: chemical and biochemical data analysis. Elsevier, Oxford, UK, pp. 647-679.

Zamykal, Daniel, and Everingham, Yvette (2009) Sugarcane and precision agriculture: quantifying variability is only half the story – a review. In: Lichtfouse, Eric, (ed.) Climate Change, Intercropping, Pest Control and Beneficial Microorganisms. Sustainable Agriculture Reviews, 2 . Springer, Dordrecht, Netherlands, pp. 189-218.

Mallet, Y., Coomans, D., and de Vel, O. (2000) Application of adaptive wavelets in classification and regression. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 437-456.

Mallet, Y., De Vel, O., and Coomans, D. (2000) Fundamentals of wavelet transformations. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 57-84.

Mallet, Y., Coomans, D., and de Vel, O. (2000) Wavelet packet transforms and best basis algorithms. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 151-164.

de Vel, O., Coomans, D., and Mallet, Y. (2000) Wavelet-based image compression. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 457-478.

Mallet, Y., Coomans, D., and de Vel, O. (2000) The adaptive wavelet algorithm for designing task specific wavelets. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 177-202.

Mallet, Y., De Vel, O., and Coomans, D. (2000) The discrete wavelet transform in practice. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 85-118.

Mallet, Yvette, de Vel, Olivier, and Coomans, Danny (1998) Integrated feature extraction using adaptive wavelets. In: Liu, Huan, and Motoda, Hiroshi, (eds.) Feature Extraction, Construction and Selection: a data mining perspective. Kluwer Academic, Dordrecht, The Netherlands, pp. 175-190.

Report

Stoeckl, Natalie, Grainger, Daniel, Esparon, Michelle, Farr, Marina, Larson, Silva, Kennard, Mark, Álvarez-Romero, Jorge G., Cattarino, Lorenzo, Adams, Vanessa, Douglas, Michael, Pressey, Bob, and Pannell, David (2016) Integrated models, frameworks and decision support tools to guide management and planning in Northern Australia. Final report. Report. James Cook University, Townsville, QLD, Australia.

Conference Item

Greliche, Nicolas (2015) Can statistics save the day? In: [Presented at JCU Singapore's Public Lecture Series]. From: JCU Singapore's Public Lecture Series, 28 July 2016, Singapore.

Marques, Henrique O., Campello, Ricardo J.G.B., Zimek, Arthur, and Sander, Jörg (2015) On the internal evaluation of unsupervised outlier detection. In: Proceedings of the 27th International Conference on Scientific and Statistical Database Management. 7. From: SSBDM 2015: 26th International Conference on Scientific and Statistical Database Management, 29 June - 1 July 2015, La Jolla, CA, USA.

Jaskowiak, Pablo A., and Campello, Ricardo J.G.B. (2015) A cluster based hybrid feature selection approach. In: Proceedings of the 2015 Brazilian Conference on Intelligent Systems. pp. 43-48. From: BRACIS 2015: Brazilian Conference on Intelligent Systems, 4-7 November 2015, Natal, Brazil.

Everingham, Y., Sexton, J., and Robson, A. (2015) A statistical approach for identifying important climatic influences on sugarcane yields. In: Proceedings of the 37th Annual Conference of the Australian Society of Sugar Cane Technologists (37) pp. 8-15. From: ASSCT 2015: 37th Annual Conference of the Australian Society of Sugar Cane Technologists, 28-30 April 2015, Bundaberg, QLD, Australia.

Sexton, J., Inman-Bamber, N.G., Everingham, Y., Basnayake, J., Lakshmanan, P., and Jackson, P. (2014) Detailed trait characterization is needed for simulation of cultivar responses to water stress. In: Proceedings of the Australian Society of Sugar Cane Technologists (36) pp. 82-92. From: ASSCT 2014: 36th Annual Conference of the Australian Society of Sugar Cane Technologists, 28 April - 1 May 2014, Broadbeach, QLD, Australia.

Li, Jundong, Sander, Jörg, Campello, Ricardo, and Zimek, Arthur (2014) Active learning strategies for semi-supervised DBSCAN. In: Lecture Notes in Computer Science (8436) pp. 179-190. From: Canadian AI 2014: 27th Canadian Conference on Artificial Intelligence, 6-9 May 2014, Montréal, Canada.

Zimek, Arthur, Campello, Ricardo J.G.B., and Sander, Jörg (2014) Data perturbation for outlier detection ensembles. In: Proceedings of the 26th International Conference on Scientific and Statistical Database Management. 13. pp. 1-12. From: SSDBM 2014: 26th International Conference on Scientific and Statistical Database Management, 30 June - 2 July 2014, Aalborg, Denmark.

Moulavi, Davoud, Jaskowiak, Pablo A., Campello, Ricardo J.G.B., Zimek, Arthur, and Sander, Jörg (2014) Density-based clustering validation. In: Proceedings of the SIAM International Conference on Data Mining. pp. 839-847. From: SM2014: SIAM International Conference on Data Mining, 24-26 April 2014, Philadelphia, PA, USA.

Sexton, Justin, and Everingham, Yvette (2014) Global sensitivity analysis of key parameters in a process-based sugarcane growth model: a Bayesian approach. In: Proceedings of the 7th International Congress on Environmental Modelling and Software. From: IEMSs 2014: 7th International Congress on Environmental Modelling and Software, 15-19 June 2014, San Diego, CA, USA.

Skocaj, D.M., and Everingham, Y.L. (2014) Identifying climate variables having the greatest influence on sugarcane yields in the tully mill area. In: Proceedings of the Australian Society of Sugar Cane Technologists (36) pp. 53-61. From: ASSCT 2014: 36th Annual Conference of the Australian Society of Sugar Cane Technologists, 28 April - 1 May 2014, Broadbeach, QLD, Australia.

Pourrajabi, Mojgan, Moulavi, Davoud, Campello, Ricardo J.G.B., Zimek, Arthur, Sander, Jörg, and Goebel, Randy (2014) Model selection for semi-supervised clustering. In: Proceedings of the 17th International Conference on Extending Database Technology. pp. 331-342. From: EDBT 2014: International Conference on Extending Database Technology, 24-28 March 2014, Athens, Greece.

Woods, Carl T.E., Raynor, Annette J., Bruce, Lyndell, and McDonald, Zane (2014) Technical skill testing predicts status in junior Australian Football. In: Proceedings of the Sixth Exercise & Sports Science Australia (ESSA) Conference and Sports Dietitians Australia (SDA) Update: research to practice. 165. p. 72. From: Sixth Exercise & Sports Science Australia (ESSA) Conference and Sports Dietitians Australia (SDA) Update: research to practice, 10-12 April 2014, Adelaide, SA, Australia.

Sexton, J., Everingham, Y., and Skocaj, D. (2013) Regional climate change projections for the Tully sugar region. In: Proceedings of the 20th International Congress on Modelling and Simulation. pp. 2792-2798. From: MODSIM2013: 20th International Congress on Modelling and Simulation, 1-6 December 2013, Adelaide, SA, Australia.

Campello, Ricardo J.G.B., Moulavi, Davoud, and Sander, Joerg (2013) Density-based clustering based on hierarchical density estimates. In: Lecture Notes in Computer Science (7819) pp. 160-172. From: Pacific-Asia Conference on Knowledge Discovery and Data Mining, 14-17 April 2013, Gold Coast, QLD, Australia.

Naldi, Murilo Coelho, and Campello, Ricardo José Gabrielle Barreto (2013) Distributed k-means clustering with low transmission cost. In: Proceedings of the 2013 Brazilian Conference on Intelligent Systems. pp. 70-75. From: BRACIS 2013: Brazilian Conference on Intelligent Systems, 20-24 October 2013, Fortaleza, Brazil.

Everingham, Y., Sexton, J., and Timbal, B. (2013) Downscaled rainfall projections for the Burdekin, Mackay and NSW. In: Proccedings of the 35th Conference of the Australian Society of Sugar Cane Technologists. pp. 1-10. From: 35th Conference of the Australian Society of Sugar Cane Technologists, 16-18 April 2013, Townsville, QLD, Australia.

Lindsay, Daniel, and Swinbourne, Anne (2013) Fearing the Greeks: the influence of mathematical notation on anxiety in a cross-cultural sample. In: Abstracts from the 34th Stress and Anxiety Research Society Conference. From: STAR 2013: 34th Stress and Anxiety Research Society Conference, 1-3 July 2013, Faro, Portugal. (Unpublished)

Skocaj, D.M., Hurney, Alan, Inman-Bamber, N.G., Schroeder, B.L., and Everingham, Y.L. (2013) Modelling sugarcane yield response to applied nitrogen fertiliser in a wet tropical environment. In: Proccedings of the 35th Conference of the Australian Society of Sugar Cane Technologists (7) pp. 1-9. From: 35th Conference of the Australian Society of Sugar Cane Technologists, 16-18 April 2013, Townsville, QLD, Australia.

Vendramin, Lucas, Jaskowiak, Pablo A., and Campello, Ricardo J.G.B. (2013) On the combination of relative clustering validity criteria. In: Proceedings of the 25th International Conference on Scientific and Statistical Database Management. pp. 1-12. From: SSDBM: International Conference on Scientific and Statistical Database Management, 29-31 July 2013, Baltimore, MD, USA.

Zimek, Arthur, Gaudet, Matthew, Campello, Ricardo J.G.B., and Sander, Jörg (2013) Subsampling for efficient and effective unsupervised outlier detection ensembles. In: Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. pp. 428-436. From: KDD 2013: 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 11-14 August 2013, Chicago, IL, USA.

Naldi, Murilo Coelho, and Campello, Ricardo José Gabrielli Barreto (2012) Combining information from distributed evolutionary k-means. In: Brazilian Symposium on Neural Networks. pp. 43-48. From: SBRN 2012: Brazilian Symposium on Neural Networks, 20-25 October 2012, Curitiba, Brazil.

Jaskowiak, Pablo A., Campello, Ricardo J.G.B., and Costa, Ivan G. (2012) Evaluating correlation coefficients for clustering gene expression profiles of cancer. In: Lecture Notes in Computer Science (7409) pp. 120-131. From: 7th Brazilian Symposium on Bioinformatics, 15-17th August 2012, Campo Grande, Brazil.

Rabbany, Reihaneh, Takaffoli, Mansoreh, Fagnan, Justin, Zaïane, Osmar R., and Campello, Ricardo J.G.B. (2012) Relative validity criteria for community mining algorithms. In: Proceedings of the International Conference on Advances in Social Networks Analysis and Mining. pp. 258-265. From: 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 26-29 August 2012, Istanbul, Turkey.

Horta, Danilo, and Campello, Ricardo J.G.B. (2011) Automatic aspect discrimination in relational data clustering. In: Proceedings of the 11th International Conference on Intelligent Systems Design and Applications. pp. 522-529. From: ISDA 2011: 11th International Conference on Intelligent Systems Design and Applications, 22-24 November 2011, Cordoba, Spain.

Jaskowiak, Pablo A., and Campello, Ricardo J.G.B. (2011) Comparing correlation coefficients as dissimilarity measures for cancer classification in gene expression data. In: Proceedings of the 6th Brazilian Symposium on Bioinformatics. pp. 1-8. From: BSB 2011: 6th Brazilian Symposium on Bioinformatics, 10-12 August 2011, Brasilia, Brazil.

Vendramin, L., Campello, R.J.G.B., Coletta, L.F.S., and Hruschka, E.R. (2011) Distributed fuzzy clustering with automatic detection of the number of clusters. In: Advances in Intelligent and Soft Computing (91) pp. 1-8. From: 2011 International Symposium on Distributed Computing and Artificial Intelligence, 6-8 April 2011, Salamanca, Spain.

Coletta, L.F.S., Hruschka, E.R., Covoes, T.F., and Campello, R.J.G.B. (2010) Fuzzy clustering-based filter. In: Proceedings of the 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (Part 1) pp. 406-415. From: IPMU 2010: 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 28 June - 2 July 2010, Dortmund, Germany.

Jaskowiak, Pablo A., Campello, Ricardo J.G.B., Covões, Thiago F., and Hruschka, Eduardo R. (2010) A comparative study on the use of correlation coefficients for redundant feature elimination. In: Proceedings of the 11th Brazilian Symposium on Neural Networks. pp. 13-18. From: SBRN 2010: 11th Brazilian Symposium on Neural Networks, 23-28 October 2010, São Paulo, Brazil.

Vendramin, Lucas, Campello, Ricardo J.G.B., and Hruschka, Eduardo (2009) On the comparison of relative clustering validity criteria. In: Proceedings of the 2009 SIAM International Conference on Data Mining. pp. 733-744. From: 2009 SIAM International Conference on Data Mining, 30 April - 2 May 2009, Sparks, NV, USA.

Everingham, Y.L., Zamykal, D., and McKinna, L.I. (2009) RAIN FORECASTER - a seasonal climate forecasting tool. In: Proceedings of the 2009 Conference of the Australian Society of Sugar Cane Technologists (31) pp. 50-64. From: 2009 Conference of the Australian Society of Sugar Cane Technologists, 5 - 8 May, 2009, Ballina, NSW, Australia.

Naldi, Murilo C., Fontana, Andre, and Campello, Ricardo J.G.B. (2009) Comparison Among Methods for k Estimation in k-means. In: Proceedings of the 9th International Conference on Intelligent Systems Design and Applications. pp. 1006-1013. From: ISDA 2009: 9th International Conference on Intelligent Systems Design and Applications, 30 November - 2 December 2009, Pisa, Italy.

Horta, Danilo, and Campello, Ricardo J.G.B. (2009) Fast evolutionary algorithms for relational clustering. In: Proceedings of the 9th International Conference on Intelligent Systems Design and Applications. pp. 1456-1462. From: ISDA 2009: 9th International Conference on Intelligent Systems Design and Applications, 30 November - 2 December 2009, Pisa, Italy.

Konovalov, Dmitry A., and Heg, Dik (2008) Estimation of population allele frequencies from small samples containing multiple generations. In: Proceedings of 6th Asia-Pacific Bioinformatics Conference. pp. 321-331. From: 6th Asia-Pacific Bioinformatics Conference, 14-17 January 2008, Kyoto, Japan.

Campello, R. J. G. B., and Hruschka, E. R. (2008) A fully sensitive correlation measure for data mining. In: WIT Transactions on Information and Communication Technologies (40) pp. 35-41. From: Data Mining IX: 9th International Conference on Data Mining, Protection, Detection and Other Security Technologies, 2008, Cadiz, Spain.

Vendramin, Lucas, Campello, Ricardo J.G.B., and Hruschka, Eduardo R. (2008) A robust methodology for comparing performances of clustering validity criteria. In: Lecture Notes in Computer Science (5249) pp. 237-247. From: SBIA 2008: 19th Brazilian Symposium on Artificial Intelligence, 26-30 October 2008, Salvador, Brazil.

Zamykal, Daniel, Steele, Mike, Kerr, Don, and Chaseling, Janet (2007) Identifying significant contributors to milk production in the absence of the Herd Size Effect. In: UNSPECIFIED. From: Oxley, L and Kulasiri, D (eds). MODSIM07: International Congress on Modelling and Simulation: Land, water and environmental management: integrated systems for sustainability, 10-13 Dec 2007, Christchurch, New Zealand.

Smyth, C., and Coomans, D. (2007) Clustering microarrays with predictive weighted ensembles. In: IEEE Synposium on Computational Intelligence and Bioinformatics and Computational Biology 2007. pp. 98-105. From: 2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, 1-5 April 2007, Honolulu, Hawaii.

Zamykal, Daniel, Steele, Mike, Kerr, Don, and Chaseling, Janet (2007) Best management strategies for the Australian dairy industry using multiple linear regression techniques. In: Proceedings of the 2nd International Conference on Asian Simulation and Modeling 2007: towards sustainable livelihood and environment. pp. 289-292. From: ASIMMOD 2007 2nd International Conference on Asian Simulation and Modeling 2007: towards sustainable livelihood and environment, 9-11 January 2007, Chiang Mai, Thailand.

Steele, Mike, Chaseling, Janet, and Hurst, Cameron (2007) Comparing the simulated power of discrete goodness-of-fit tests for small sample sizes. In: UNSPECIFIED. From: Ekasingh, B and Jintrawet, A and Pratummintra, S (eds). Towards sustainable livelihood and environment. 2nd International Conference on Asian Simulation and Modeling 2007, 9-11 Jan 2007, Chiang Mai, Thailand.

Everingham, Y.L. (2007) Comparing phase based seasonal climate forecasting methods for sugarcane growing regions. In: Proceedings of the International Congress on Modelling and Simulation. pp. 574-581. From: MODSIM07 International Congress on Modelling and Simulation: Land, Water & Environmental Management: Integrated Systems for Sustainability, 10-13 December 2007, Christchurch, New Zealand.

Everingham, Y.L., Clarke, A.J., Chen, C.C.M., Van Gorder, S., and McGuire, P. (2007) Exploring the capabilities of a long lead climate forecasting system for the NSW sugar industry. In: Proceedings of the 2007 Conference of the Australian Society of Sugar Cane Technologists . pp. 9-17. From: 29th Conference of the Australian Society of Sugar Cane Technologists, 8-11 May 2007, Cairns, Queensland, Australia.

Alves, Vinícius S., Campello, Ricardo J.G.B., and Hruschka, Eduardo R. (2007) A fuzzy variant of an Evolutionary Algorithm for Clustering. In: Proceedings of the 2007 IEEE International Fuzzy Systems Conference. pp. 375-380. From: 2007 IEEE International Fuzzy Systems Conference, 23-26 July 2007, London, UK.

Lemmon, Colin (2006) Experimental design, modeling and testing of geographic routing protocols. In: Proceedings of SimTecT 2006 Conference. From: SimTecT 2006 Simulation Conference: challenges and opportunities for a complex and networked world, 29 May - 1 June 2006, Melbourne, VIC, Australia.

Alves, Vinicius S., Campello, Ricardo J.G.B., and Hruschka, Eduardo R. (2006) Towards a fast evolutionary algorithm for clustering. In: Proceedings of the International Conference on Evolutionary Computation. pp. 1761-1768. From: 2006 IEEE International Conference on Evolutionary Computation, 16-21 July 2006, Vancouver, Canada.

Steele, Mike, and Chaseling, Janet (2006) A comparison of the powers of the Chi-Square test statistic with the discrete Kolmogorov-Smirnov and Cramér-von Mises test statistics. In: Proceedings in Computational Statistics COMPSTAT 2006. pp. 615-621. From: COMPSTAT 2006, 28 August - 1 September 2006, Rome, Italy.

Steele, M., Chaseling, J., and Hurst, C. (2005) Simulated power of the discrete Cramér-von Mises goodness-of-fit tests. In: Proceedings of MODSIM05 - International Conference on Modelling and Simulation. pp. 1300-1304. From: MODSIM05 - International Conference on Modelling and Simulation, 12-15 December 2005, Melbourne, VIC, Australia.

Jones, K., and Everingham, Y. (2005) Can ENSO combined with low-frequency SST signals enhance or suppress rainfall in Australian sugar-growing areas? In: Proceedings of International Congress on Modelling and Simulation (2005) pp. 1660-1666. From: MODSIM05 - International Conference on Modelling and Simulation, 12-15 December 2005, Melbourne, VIC, Australia.

Everingham, Y., Inman-Bamber, G., Ticehurst, C., Barrett, D., Lowe, K., and McNeill, T. (2005) Yield forecasting for marketers. In: Proceedings of the 27th Conference of the Australian Society of Sugar Cane Technologists. pp. 51-60. From: 27th Conference of the Australian Society of Sugar Cane Technologists, 3 - 6 May 2005, Bundaberg, QLD, Australia.

Jaffrés, J., and Everingham, Y. (2005) An exploratory investigation of the relationship between decadal rainfall and climate indices. In: Proceedings of the 2005 Conference of the Australian Society of Sugar Cane Technologists (27) pp. 96-108. From: 27th Annual Conference Australian Society of Sugar Cane Technologists, 3-6 May 2005, Bundaberg, QLD, Australia.

Steele, Mike, Chaseling, Janet, and Hurst, Cameron (2005) A power study of goodness-of-fit tests for categorical data. In: UNSPECIFIED. From: ISI2005 - 55th Session of the International Statistical Institute (ISI), 5-12 April 2005, Sydney, Australia.

Hruschka, Eduardo R., Campello, Ricardo J.G.B., and de Castro, Leandro N. (2004) Improving the efficiency of a clustering genetic algorithm. In: Lecture Notes in Computer Science (3315) pp. 861-870. From: IBERAMIA 2004: Ibero-American Conference on Artificial Intelligence, Peubla, Mexico, 22-26 November 2004.

Hruschka, Eduardo R., de Castro, Leandro, and Campello, Ricardo J.G.B. (2004) Evolutionary algorithms for clustering gene-expression data. In: Proceedings of the 2004 IEEE International Conference on Data Mining. pp. 403-406. From: ICDM 04: 4th IEEE Conference on Data Mining, 1-4 November 2004, Brighton, UK.

Hruschka, Eduardo R., Campello, Ricardo J.G.B., and De Castro, Leandro N. (2004) Evolutionary search for optimal fuzzy C-means clustering. In: Proceedings of the 2004 IEEE International Conference on Fuzzy Systems. pp. 685-690. From: 2004 IEEE International Conference on Fuzzy Systems, 25-29 July 2004, Budapest, Hungary.

De Castro, Leandro N., Hruschka, Eduardo R., and Campello, Ricardo J.G.B. (2004) An evolutionary clustering technique with local search to design RBF neural network classifiers. In: Proceedings of the 2004 IEEE International Joint Conference on Neural Networks. pp. 2083-2088. From: 2004 IEEE International Joint Conference on Neural Networks, 25-29 July 2004, Budapest, Hungary.

Hancock, T.P., Coomans, D.H., and Everingham, Y.L. (2003) Supervised hierarchical clustering using CART. In: Proceedings of MODSIM 2003 International Congress on Modelling and Simulation (4) pp. 1880-1885. From: MODSIM 2003 International Congress on Modelling and Simulation, 14-17 July 2003, Townsville, QLD, Australia.

Antony, George, Everingham, Yvette, and Smith, Mark (2002) Financial benefits from using climate forecasting: a case study. In: Proccedings of the 24th Conference of the Australian Society of Sugar Cane Technologists (24) pp. 1-10. From: ASSCT 2002: 24th Annual Conference of the Australian Society of Sugar Cane Technologists, 2002, Australia.

Everingham, Y.L., Muchow, R.C., and Stone, R.C. (2001) Forecasting Australian sugar yields using phases of the Southern Oscillation Index. In: Proceedings of the 2001 International Congress on Modelling and Simulation. From: MODSIM01: International Congress on Modelling and Simulation.

Inman-Bamber, N.G., Everingham, Y., and Muchow, R.C. (2001) Modelling water stress response in sugarcane: validation and application of the APSIM-Sugarcane model. In: Proceedings of the 10th Australian Agronomy Conference. From: 10th AAC 2001: Australian Agronomy Conference, 2-6 February 2001, Geelong, VIC, Australia.

Everingham, Y.L., Stone, R.C., and Muchow, R.C. (2001) An assessment of the 5 phase SOI climate forecasting system to improve harvest management decisions. In: Proceedings of the Australian Society of Sugar Cane Technologists (23) pp. 44-50. From: ASSCT 2001: 23rd Annual Conference of the Australian Society of Sugar Cane Technologists, 2001, Australia.

Book

Jaggia, Sanjiv, Kelly, Alison, Salzman, Scott, Olaru, Doina, Sriananthakumar, Sivagowry, Beg, Rabiul, and Leighton, Catherine (2016) Essentials of Business Statistics: communicating with numbers. McGrawhill Education, North Ryde, NSW, Australia.

Thesis

Sexton, Justin David (2020) Statistical data mining algorithms for optimising analysis of spectroscopic data from on-line NIR mill systems. PhD thesis, James Cook University.

Sexton, Justin David (2015) Bayesian statistical calibration of variety parameters in a sugarcane crop model. Masters (Research) thesis, James Cook University.

Skocaj, Danielle Maree (2015) Improving sugarcane nitrogen management in the Wet Tropics using seasonal climate forecasting. PhD thesis, James Cook University.

Woods, Carl T.C. (2015) The development of an objective multi-dimensional approach to talent identification in junior Australian football. PhD thesis, Edith Cowan University.

Donald, David Andrew (2012) Wavelet basis selection for spectroscopic data analysis. PhD thesis, James Cook University.

Smyth, Christine Wendy (2007) Weighted tree-based cluster ensembles for high dimensional data. PhD thesis, James Cook University.

Hancock, Timothy Peter (2006) Multivariate consensus trees: tree-based clustering and profiling for mixed data types. PhD thesis, James Cook University.

Feltrin, Leonardo (2006) Probabilistic and deterministic models of Pb-Zn mineralisation and post-mineralisation megabreccia, in the Lawn Hill region, Australia. PhD thesis, James Cook University.

Mallet, Yvette Lelia (1997) Wavelet based feature extraction methods for the discrimination and regression of spectral data. PhD thesis, James Cook University.

Other

Kault, David A. (2003) Public Domain Statistics (PDS) set-up program [software]. James Cook University, Townsville, QLD, Australia.