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

Moran, Corey S., Clancy, Paula, Biros, Erik, Blanco-Martin, Bernardo, McCaskie, Pamela, Palmer, Lyle J., Coomans, Danny, Norman, Paul E., and Golledge, Jonathan (2010) Association of PPARy allelic variation, osteoprotegerin and abdominal aortic aneurysm. Clinical Endocrinology, 72 (1). pp. 128-132.

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

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.

Sim, N., Konovalov, D., and Coomans, D. (2009) High-performance GRID computing in chemoinformatics. In: Brown, Steven, Tauler, Roma, and Walczak, Beata, (eds.) Comprehensive Chemometrics: chemical and biochemical data analysis. Elsevier, Oxford, UK, pp. 507-539.

Coomans, D., Smyth, C., Lee, I., Hancock, T., and Yang, J. (2009) Unsupervised data mining: introduction. In: Brown, Steven D., Tauler, Roma, and Walczak, Beata, (eds.) Comprehensive Chemometrics: chemical and biochemical data analysis. Elsevier, Oxford, UK, pp. 559-576.

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.

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.

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.

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.

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.

Donald, David, Coomans, Danny, Everingham, Yvette, Cozzolino, Daniel, Gishen, Mark, and Hancock, Tim (2006) Adaptive wavelet modelling of a nested 3 factor experimental design in NIR chemometrics. Chemometrics and Intelligent Laboratory Systems, 82 (1-2). pp. 122-129.

Donald, David, Hancock, Tim, Coomans, Danny, and Everingham, Yvette (2006) Bagged super wavelets reduction for boosted prostate cancer classification of seldi-tof mass spectral serum profiles. Chemometrics and Intelligent Laboratory Systems, 82 (1-2). pp. 2-7.

Deconinck, Eric, Zhang, Menghui H., Coomans, Danny, and Vander Heyden, Yvan (2006) Classification tree models for the prediction of blood−brain barrier passage of drugs. Journal of Chemical Information and Modeling, 46 (3). pp. 1410-1419.

Smyth, Christine, Coomans, Danny, and Everingham, Yvette (2006) Clustering noisy data in a reduced dimension space via multivariate regression trees. Pattern Recognition, 39 (3). pp. 424-431.

Golledge, J., Muller, J., Coomans, D., Walker, P.J., and Norman, P.E. (2006) The small abdominal aortic aneurysm. European Journal of Vascular and Endovascular Surgery, 31 (3). pp. 237-238.

Smyth, Christine, Coomans, Danny, Everingham, Yvette, and Hancock, Timothy (2006) Auto-associative multivariate regression trees for cluster analysis. Chemometrics and Intelligent Laboratory Systems, 80 (1). pp. 120-129.

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.

Questier, F., Put, R., Coomans, D., Walczak, B., and Vander Heyden, Y. (2005) The use of CART and multivariate regression trees for supervised and unsupervised feature selection. Chemometrics and Intelligent Laboratory Systems, 76 (1). pp. 45-54.

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.

van Hoof, Elke, Coomans, Danny H., Cluydts, Raymond, and De Meirleir, Kenny (2004) The Fennell phase inventory in a Belgian sample. Journal of Chronic Fatigue Syndrome, 12 (1). pp. 53-69.

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.

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.

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.

Calija, Vanja, Higgins, Andrew J., Jackson, Phillip A., Bielig, Leone M., and Coomans, Danny (2001) An operations research approach to the problem of the sugarcane selection. Annals of Operations Research, 108 (1-4). pp. 123-142.

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.

Doherty, G.B., Coomans, D., and Brunskill, G.J. (2000) Modelling natural and enhanced trace metal concentrations in sediments of Cleveland Bay, Australia. Marine and Freshwater Research, 51 (8). pp. 739-747.

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, 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.

Kuttatharmmakul, S., Smeyers-Verbeke, J., Massart, D.L., Coomans, D., and Noack, S. (2000) The mean and standard deviation of data, some of which are below the detection limit: An introduction to maximum likelihood estimation. Trends in Analytical Chemistry, 19 (4). pp. 215-222.

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.

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.

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.