Applications of CRUISE, GUIDE, LOTUS and QUEST

[1] Brzan, P. P., Gallego, J. A., Romero, J. P., Glaser, V., Rocon, E., Benito-Leon, J., Bermejo-Pareja, F., Posada, I. J., and Holobar, A. New perspectives for computer-aided discrimination of Parkinson’s disease and essential tremor. Complexity (2017). [ bib | DOI ]
[2] Hill, R. M., Oosterhoff, B., and Kaplow, J. B. Prospective identification of adolescent suicide ideation using classification tree analysis: Models for community-based screening. Journal of Consulting and Clinical Psychology 85 (2017), 702-711. [ bib ]
[3] Lee, K. M., Lee, E. J., Kim, T.-W., and Kim, H. Pseudophakic macular edema in primary open-angle glaucoma: A prospective study using spectral-domain optical coherence tomography. American Journal of Ophthalmology 179 (2017), 97-109. [ bib | DOI ]
[4] Mishra, V. N., R., P., Kumar, P., Srivastava, P. K., and Rai, P. K. Knowledge-based decision tree approach for mapping spatial distribution of rice crop using C-band synthetic aperture radar-derived information. Journal of Applied Remote Sensing 11 (2017). [ bib | DOI | http ]
[5] Qi, Z., Yeh, A. G.-O., and Li, X. A crop phenology knowledge-based approach for monthly monitoring of construction land expansion using polarimetric synthetic aperture radar imagery. ISPRS Journal of Photogrammetry and Remote Sensing 133 (2017), 1-17. [ bib | DOI | http ]
[6] Wang, H., Zhang, Y., Tsou, J. Y., and Li, Y. Surface urban heat island analysis of Shanghai (China) based on the change of land use and land cover. Sustainability 9, 9 (2017). [ bib | DOI | http ]
[7] Zhang, R., Yao, E., and Liu, Z. School travel mode choice in Beijing, China. Journal of Transport Geography 62 (2017), 98-110. [ bib | DOI | http ]
[8] Birjandi, M., Ayatollahi, S. M. T., and Pourahmad, S. The reliability of classification of terminal nodes in GUIDE decision tree to predict the nonalcoholic fatty liver disease. Computational and Mathematical Methods in Medicine 2016 (2016). Article ID 3874086, 11 pages. [ bib | DOI ]
[9] Carroll, M., Wooten, M., DiMiceli, C., Sohlberg, R., and Kelly, M. Quantifying surface water dynamics at 30 meter spatial resolution in the North American high northern latitudes 1991-2011. Remote Sensing 8, 8 (2016). [ bib | DOI | http ]
[10] Ferrari, A., Lo Vullo, S., Giardiello, D., Veneroni, L., Magni, C., Clerici, C. A., Chiaravalli, S., Casanova, M., Luksch, R., Terenziani, M., Spreafico, F., Meazza, C., Catania, S., Schiavello, E., Biassoni, V., Podda, M., Bergamaschi, L., Puma, N., Massimino, M., and Mariani, L. The sooner the better? How symptom interval correlates with outcome in children and adolescents with solid tumors: Regression tree analysis of the findings of a prospective study. Pediatric Blood & Cancer 63, 3 (2016), 479-485. [ bib | DOI | http ]
[11] Fischer, J., Weber, A. N. R., Bohm, S., Dickhofer, S., El Maadidi, S., Deichsel, D., Knop, V., Klinker, H., Moller, B., Rasenack, J., Wang, L., Sharma, M., Hinrichsen, H., Spengler, U., Buggisch, P., Sarrazin, C., Pawlita, M., Waterboer, T., Wiese, M., Probst-Muller, E., Malinverni, R., Bochud, P., Gardiner, C., O'Farrelly, C., and Berg, T. Sex-specific effects of TLR9 promoter variants on spontaneous clearance of HCV infection. Gut (2016). [ bib | DOI | arXiv | http ]
[12] Ramezankhani, A., Kabir, A., Pournik, O., Azizi, F., and Hadaegh, F. Classification-based data mining for identification of risk patterns associated with hypertension in Middle Eastern population. In Medicine (2016). [ bib ]
[13] Ramezankhani, A., Hadavandi, E., Pournik, O., Shahrabi, J., Azizi, F., and Hadaegh, F. Decision tree-based modelling for identification of potential interactions between type 2 diabetes risk factors: a decade follow-up in a Middle East prospective cohort study. BMJ Open 6, 12 (2016). [ bib | DOI | arXiv | http ]
[14] Savard, J., Savard, M.-H., and Ivers, H. Moderators of treatment effects of a video-based cognitive-behavioral therapy for insomnia comorbid with cancer. Behavioral Sleep Medicine 0 (2016), 1-19. [ bib | DOI ]
[15] Smeti, E. M., and Golfinopoulos, S. K. Characterization of the quality of a surface water resource by multivariate statistical analysis. Analytical Letters (2016), 1032-1039. [ bib | DOI ]
[16] Baiocchi, G., Creutzig, F., Minx, J., and Pichler, P.-P. A spatial typology of human settlements and their CO2 emissions in England. Global Environmental Change 34 (2015), 13-21. [ bib | DOI | http ]
[17] Creutzig, F., Baiocchi, G., Bierkandt, R., Pichler, P.-P., and Seto, K. C. Global typology of urban energy use and potentials for an urbanization mitigation wedge. Proceedings of the National Academy of Sciences 112 (2015), 6283-6288. [ bib | DOI | arXiv | http ]
[18] Deng, L., Yan, Y., and Sun, C. Use of sub-aperture decomposition for supervised PolSAR classification in urban area. Remote Sensing 7, 2 (2015), 1380-1396. [ bib | DOI ]
[19] Handayani, L. D., Trisasongko, B. H., and Tjahjono, B. Geomorphology analysis of lava flow of Mt. Guntur in West Java using synthetic aperture radar (SAR) with fully polarimetry. Procedia Environmental Sciences 24 (2015), 303-307. 1st International Symposium on LAPAN-IPB Satellite (LISAT) for Food Security and Environmental Monitoring. [ bib | DOI | http ]
[20] Khan, G., Bill, A. R., and Noyce, D. A. Exploring the feasibility of classification trees versus ordinal discrete choice models for analyzing crash severity. Transportation Research Part C: Emerging Technologies 50 (2015), 86-96. [ bib ]
[21] Lee, S., and Lee, C.-W. Application of decision-tree model to groundwater productivity-potential mapping. Sustainability 7, 10 (2015), 13416. [ bib | DOI | http ]
[22] Maestre-Meyer, M., Oviedo-Trespalacios, O., and Palacio, J. Factors impacting academic achievement in Colombian working children: a gender profile. Procedia - Social and Behavioral Sciences 174 (2015), 1916-1921. International Conference on New Horizons in Education, INTE 2014, 25-27 June 2014, Paris, France. [ bib | DOI | http ]
[23] Qi, Z., Yeh, A. G.-O., Li, X., and Zhang, X. A three-component method for timely detection of land cover changes using polarimetric SAR images. ISPRS Journal of Photogrammetry and Remote Sensing 107 (2015), 3-21. [ bib | DOI ]
[24] Qi, Z., Yeh, A. G.-O., Li, X., Xian, S., and Zhang, X. Monthly short-term detection of land development using RADARSAT-2 polarimetric SAR imagery. Remote Sensing of Environment 164 (2015), 179-196. [ bib | DOI | http ]
[25] Smith, A. F., Rock, M., Neumann, N., and Massolo, A. Urban park-related risks for Giardia spp. infection in dogs. Epidemiology and Infection 143 (2015), 3277-3291. [ bib | DOI | http ]
[26] Szantoi, Z., Escobedo, F., Abd-Elrahman, A., Pearlstine, L., Dewitt, B., and Smith, S. Classifying spatially heterogeneous wetland communities using machine learning algorithms and spectral and textural features. Environmental Monitoring and Assessment 187, 5 (2015). [ bib | DOI | http ]
[27] Taha, H. Meteorological, air-quality, and emission-equivalence impacts of urban heat island control in California. Sustainable Cities and Society 19 (2015), 207-221. [ bib | DOI | http ]
[28] Young, T., Wang, Y., Guess, F., Fly, M., Hodges, D., and Poudyal, N. Understanding the characteristics of non-industrial private forest landowners who harvest trees. Small-scale Forestry (2015), 1-13. [ bib | DOI | http ]
[29] Al-Batah, M., Alkhasawneh, M., Ngah, U. K., Tay, L., and Isa, N. A. M. Modeling and testing landslide hazard using decision tree. Journal of Applied Mathematics 2014 (2014). [ bib | DOI ]
[30] Ballabio, D., Consonni, V., Mauri, A., Claeys-Bruno, M., Sergent, M., and Todeschini, R. A novel variable reduction method adapted from space-filling designs. Chemometrics and Intelligent Laboratory Systems 136 (2014), 147-154. [ bib | DOI | http ]
[31] Chen, Y., He, X., Wang, J., and Xiao, R. The influence of polarimetric parameters and an object-based approach on land cover classification in coastal wetlands. Remote Sensing 6, 12 (2014), 12575-12592. [ bib ]
[32] Chou, J.-S., Cheng, M.-Y., Wu, Y.-W., and Pham, A.-D. Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification. Expert Systems with Applications 41, 8 (2014), 3955-3964. [ bib | DOI ]
[33] Horta, I. M., and Camanho, A. S. Competitive positioning and performance assessment in the construction industry. Expert Systems with Applications 41, 4 (2014), 974-983. [ bib | DOI ]
[34] Hur, J., Guo, A. Y., Loh, W.-Y., Feldman, E. L., and Bai, J. P. F. Integrated systems pharmacology analysis of clinical drug-induced peripheral neuropathy. CPT Pharmacometrics & Systems Pharmacology 3 (2014), e114. [ bib | DOI | .html ]
[35] Kath, J., Reardon-Smith, K., Brocque, A. L., Dyer, F., Dafny, E., Fritz, L., and Batterham, M. Groundwater decline and tree change in floodplain landscapes: Identifying non-linear threshold responses in canopy condition. Global Ecology and Conservation 2 (2014), 148-160. [ bib | DOI | http ]
[36] Kuzey, C., Uyar, A., and Delen, D. The impact of multinationality on firm value: a comparative analysis of machine learning techniques. Decision Support Systems 59 (2014), 127-142. [ bib | DOI ]
[37] Lee, E. J., Kim, T.-W., Kim, M., and Kim, H. Influence of lamina cribrosa thickness and depth on the rate of progressive retinal nerve fiber layer thinning. Ophthalmology 122 (2014), 721-729. [ bib | DOI ]
[38] Li, C., Wang, J., Wang, L., Hu, L., and Gong, P. Comparison of classification algorithms and training sample sizes in urban land classification with Landsat thematic mapper imagery. Remote Sensing 6 (2014), 964-983. [ bib ]
[39] Lotfi, V., and Torres, E. Improving an outpatient clinic utilization using decision analysis-based patient scheduling. Socio-Economic Planning Sciences 48, 2 (2014), 115-126. [ bib | DOI ]
[40] Otoni, A., Teixeira, A. L., Voieta, I., Antunes, C. M., Costa Melo, V. L., Drummond, S. C., Rodrigues, V. L., and Lambertuccci, J. R. Chemokine profile in the sera and urine of patients with schistosomal glomerulopathy. The American Journal of Tropical Medicine and Hygiene 90, 1 (2014), 48-53. [ bib | DOI ]
[41] Park, I., and Lee, S. Spatial prediction of landslide susceptibility using a decision tree approach: a case study of the pyeongchang area, korea. International Journal of Remote Sensing 35, 16 (2014), 6089-6112. [ bib | DOI ]
[42] Poiraud, A. Landslide susceptibility-certainty mapping by a multi-method approach: A case study in the tertiary basin of Puy-en-Velay (Massif central, France). Geomorphology 216 (2014), 208-224. [ bib | DOI ]
[43] Stein, J. H., Asthana, A., Smith, S., Piper, M. E., Loh, W.-Y., Fiore, M. C., and Baker, T. B. Smoking cessation and the risk of diabetes mellitus and impaired fasting glucose: three-year outcomes from a randomized clinical trial. PLOS ONE 9, 6 (2014), e98278. [ bib | DOI ]
[44] Vaudour, E., Baghdadi, N., and Gilliot, J. M. Mapping tillage operations over a peri-urban region using combined SPOT4 and ASAR/ENVISAT images. International Journal of Applied Earth Observation and Geoinformation 28 (2014), 43-59. [ bib ]
[45] Zavalas, R., Ierodiaconou, D., Ryan, D., Rattray, A., and Monk, J. Habitat classification of temperate marine macroalgal communities using bathymetric LiDAR. Remote Sensing 6 (2014), 2154-2175. [ bib ]
[46] Azar, A., Sebt, M., Ahmadi, P., and Rajaeian, A. A model for personnel selection with a data mining approach: A case study in a commercial bank. SA Journal of Human Resource Management 11, 1 (2013). [ bib | DOI ]
[47] Brandusoju, I., and Toderean, G. Churn prediction modeling in mobile telecommunications industry using decision trees. Journal of Computer Science and Control Systems 6 (2013), 14-19. [ bib ]
[48] Chen, Y.-C., Ha, H., Kim, H., and Ahn, H. Canonical forest. Computational Statistics (2013), 1-19. [ bib | DOI | http ]
[49] Costa, B. M., and Battista, T. A. The semi-automated classification of acoustic imagery for characterizing coral reef ecosystems. International Journal of Remote Sensing 34 (2013), 6389-6422. [ bib | DOI ]
[50] Elsayad, A. M., and Elsalamony, H. A. Diagnosis of breast cancer using decision tree models and SVM. International Journal of Computer Applications 83 (2013), 19-29. [ bib ]
[51] Gaspar, J. G., Neider, M. B., Simons, D. J., McCarley, J. S., and Kramer, A. F. Change detection: training and transfer. PLOS ONE 8, 6 (2013), e67781. [ bib | DOI ]
[52] Lee, S., and Park, I. Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines. Journal of Environmental Management 127, 0 (2013), 166-176. [ bib | DOI | http ]
[53] Lopez, X. M., D'Andrea, E., Barbot, P., Bridoux, A.-S., Rorive, S., Salmon, I., Debeir, O., and Decaestecker, C. An automated blur detection method for histological whole slide imaging. PLOS ONE 8, 12 (2013), e82710. [ bib | DOI ]
[54] Lou, Y., Caruana, R., Gehrke, J., and Hooker, G. Accurate intelligible models with pairwise interactions. In Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (New York, NY, USA, 2013), KDD '13, ACM, pp. 623-631. [ bib | DOI | http ]
[55] Ostermann, T., Raak, C., Boehm, K., and Schmidt-Troschke, S. Attitudes towards the eradication of measles and CAM orientation of general physicians. Is there a direct link? A decision tree analysis. Forschende Komplementärmedizin / Research in Complementary Medicine 20, 5 (2013), 369-375. [ bib | DOI ]
[56] Otte, C. Learning regression models with guaranteed error bounds. In 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges, Belgium, 2013), pp. 543-548. [ bib | .pdf ]
[57] Parpoula, C., Drosou, K., and Koukouvinos, C. Large-scale statistical modelling via machine learning classifiers. Journal of Statistics Applications and Probability 2, 3 (2013), 203-222. [ bib ]
[58] Piorkowski, G., Jamieson, R., Bezanson, G., Hansen, L., and Yost, C. Evaluation of statistical models for predicting E. coli particle attachment in fluvial systems. Water Research 47, 17 (2013), 6701-6711. [ bib | DOI ]
[59] Rattray, A., Ierodiaconou, D., Monk, J., Versace, V. L., and Laurenson, L. J. B. Detecting patterns of change in benthic habitats by acoustic remote sensing. Marine Ecology Progress Series 477 (2013), 1-13. [ bib | DOI ]
[60] Tripathi, S., and Mishra, R. B. Comparison of rule based classifiers by pre-learning for clustering of gene expression data. International Journal of Computational Bioinformatics and In Silico Modeling 2, 6 (2013), 257-261. [ bib | .html ]
[61] Tripathi, S., and Mishra, R. B. Two phase integrated rule based model (TPC-IRBM) for clustering of gene expression data of CA1 region of rat hippocampus. International Journal of Computer Applications 84, 6 (2013), 23-29. [ bib ]
[62] Trygonis, V., Gerstein, E., Moir, J., and McCulloch, S. Vocalization characteristics of North Atlantic right whale surface active groups in the calving habitat, southeastern United States. The Journal of the Acoustical Society of America 134, 6 (2013), 4518-4531. [ bib | DOI ]
[63] Baker, T. B., Piper, M. E., Schlam, T. R., Cook, J. W., Smith, S. S., Loh, W.-Y., and Bolt, D. Are tobacco dependence and withdrawal related amongst heavy smokers? Relevance to conceptualizations of dependence. Journal of Abnormal Psychology 121, 4 (2012), 909-921. [ bib | DOI ]
[64] Bijak, K., and Thomas, L. C. Does segmentation always improve model performance in credit scoring? Expert Systems with Applications 39, 3 (2012), 2433-2442. [ bib | DOI ]
[65] Chen, M.-Y. Comparing traditional statistics, decision tree classification and support vector machine techniques for financial bankruptcy prediction. Intelligent Automation and Soft Computing 18, 1 (2012), 65-73. [ bib ]
[66] Chou, J.-S. Comparison of multilabel classification models to forecast project dispute resolutions. Expert Systems with Applications 39, 11 (2012), 10202-10211. [ bib | DOI ]
[67] Farmaki, E. G., Thomaidis, N. S., Simeonov, V., and Efstathiou, C. E. A comparative chemometric study for water quality expertise of the Athenian water reservoirs. Environmental Monitoring and Assessment 184 (2012), 7635-7652. [ bib | DOI | http ]
[68] Hasan, R. C., Ierodiaconou, D., and Laurenson, L. Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping. Estuarine Coastal and Shelf Science 97 (2012), 1-9. [ bib | DOI ]
[69] Hasan, R. C., Ierodiaconou, D., and Monk, J. Evaluation of four supervised learning methods for benthic habitat mapping using backscatter from multi-beam sonar. Remote Sensing 4, 11 (2012), 3427-3443. [ bib | DOI ]
[70] Jin, R., and Shi, J. Reconfigured piecewise linear regression tree for multistage manufacturing process control. IIE Transactions 44, 4, SI (2012), 249-261. [ bib | DOI ]
[71] Kail, J., Arle, J., and Jaehnig, S. C. Limiting factors and thresholds for macroinvertebrate assemblages in European rivers: Empirical evidence from three datasets on water quality, catchment urbanization, and river restoration. Ecological Indicators 18 (2012), 63-72. [ bib | DOI ]
[72] Khlebnikov, A. I., Schepetkin, I. A., Kirpotina, L. N., Brive, L., Dahlgren, C., Jutila, M. A., and Quinn, M. T. Molecular docking of 2-(benzimidazol-2-ylthio)-n-phenylacetamide-derived small-molecule agonists of human formyl peptide receptor 1. Journal of Molecular Modeling 18 (2012), 2831-2843. [ bib | DOI | http ]
[73] Kim, H., Guess, F. M., and Young, T. M. An extension of regression trees to generate better predictive models. IIE Transactions 44, 1, SI (2012), 43-54. [ bib | DOI ]
[74] Kotte, K., Loew, F., Huber, S. G., Krause, T., Mulder, I., and Schoeler, H. F. Organohalogen emissions from saline environments - spatial extrapolation using remote sensing as most promising tool. Biogeosciences 9, 3 (2012), 1225-1235. [ bib | DOI ]
[75] Loh, W.-Y., Piper, M. E., Schlam, T. R., Fiore, M. C., Smith, S. S., Jorenby, D. E., Cook, J. W., Bolt, D. M., and Baker, T. B. Should all smokers use combination smoking cessation pharmacotherapy? Using novel analytic methods to detect differential treatment effects over eight weeks of pharmacotherapy. Nicotine and Tobacco Research 14 (2012), 131-141. [ bib ]
[76] Mohammadi, S.-F., Sabbaghi, M., Z-Mehrjardi, H., Hashemi, H., Alizadeh, S., Majdi, M., and Taee, F. Using artificial intelligence to predict the risk for posterior capsule opacification after phacoemulsification. Journal of Cataract and Refractive Surgery 38, 3 (2012), 403-408. [ bib | DOI ]
[77] Neeson, T. M., Adlerstein, S. A., and Wiley, M. J. Towards a process domain-sensitive substrate habitat model for sea lampreys in Michigan rivers. Transactions of the American Fisheries Society 141, 2 (2012), 313-326. [ bib | DOI ]
[78] Qi, Z., Yeh, A. G.-O., Li, X., and Lin, Z. Integration of polarimetric decomposition, object-oriented image analysis, and decision tree algorithms for land-use and land-cover classification using RADARSAT-2 polarimetric SAR data. Photogrammetric Engineering and Remote Sensing 78, 2 (2012), 169-181. [ bib ]
[79] Qi, Z., Yeh, A. G.-O., Li, X., and Lin, Z. A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data. Remote Sensing of Environment 118 (2012), 21-39. [ bib | DOI ]
[80] Rooney, R., and Bayley, S. Development and testing of an index of biotic integrity based on submersed and floating vegetation and its application to assess reclamation wetlands in Alberta's oil sands area, Canada. Environmental Monitoring and Assessment 184 (2012), 749-761. [ bib | DOI ]
[81] Tarkesh, M., and Jetschke, G. Comparison of six correlative models in predictive vegetation mapping on a local scale. Environmental and Ecological Statistics 19 (2012), 437-457. [ bib | DOI | http ]
[82] Yamashita, T., Kart, C. S., and Noe, D. A. Predictors of adherence with self-care guidelines among persons with type 2 diabetes: results from a logistic regression tree analysis. Journal of Behavioral Medicine 35 (2012), 603-615. [ bib | DOI | http ]
[83] Yamashita, T., Noe, D. A., and Bailer, A. J. Risk factors of falls in community-dwelling older adults: logistic regression tree analysis. Gerontologist 52, 6 (2012), 822-832. [ bib | DOI | arXiv ]
[84] Bastarrika, A., Chuvieco, E., and Pilar Martin, M. Automatic burned land mapping from MODIS time series images: assessment in Mediterranean ecosystems. IEEE Transactions on Geoscience and Remote Sensing 49 (2011), 3401-3413. [ bib | DOI ]
[85] Darabos, N., Bajs, I. D., Rutic, Z., Darabos, A., Poljak, D., and Dobsa, J. Nail position has an influence on anterior knee pain after tibial intramedullary nailing. Collegium Antropologicum 35, 3 (2011), 873-877. [ bib ]
[86] Fayn, J. A classification tree approach for cardiac ischemia detection using spatiotemporal information from three standard ECG leads. IEEE Transactions on Biomedical Engineering 58, 1 (2011), 95-102. [ bib | DOI ]
[87] Gorchov, D. L., Thompson, E., O'Neill, J., Whigham, D., and Noe, D. A. Treefall gaps required for establishment, but not survival, of invasive Rubus phoenicolasius in deciduous forest, Maryland, USA. Plant Species Biology 26, 3 (2011), 221-234. [ bib | DOI ]
[88] Ierodiaconou, D., Monk, J., Rattray, A., Laurenson, L., and Versace, V. L. Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations. Continental Shelf Research 31 (2011), S28-S38. [ bib | DOI ]
[89] Liu, Y. Y., Yang, M., Ramsay, M., Li, X. S., and Coid, J. W. A comparison of logistic regression, classification and regression tree, and neural networks models in predicting violent re-offending. Journal of Quantitative Criminology 27, 4 (2011), 547-573. [ bib | DOI ]
[90] Merkle, E. C., and Shaffer, V. A. Binary recursive partitioning: Background, methods, and application to psychology. British Journal of Mathematical & Statistical Psychology 64, 1 (2011), 161-181. [ bib | DOI ]
[91] Piper, M. E., Loh, W.-Y., Smith, S., S., Japuntich, J., S., and Baker, T. B. Using decision tree analysis to identify risk factors for relapse to smoking. Substance Use and Misuse 46, 4 (2011), 492-510. [ bib | DOI ]
[92] Rashidi, T. H., and Mohammadian, A. Household travel attributes transferability analysis: application of a hierarchical rule based approach. Transportation 38, 4 (2011), 697-714. [ bib | DOI ]
[93] Ritchie, L. J., and Tuokko, H. Clinical decision trees for predicting conversion from cognitive impairment no dementia (CIND) to dementia in a longitudinal population-based study. Archives of Clinical Neuropsychology 26, 1 (2011), 16-25. [ bib | DOI ]
[94] Sut, N., and Simsek, O. Comparison of regression tree data mining methods for prediction of mortality in head injury. Expert Systems with Applications 38 (2011), 15534-15539. [ bib | DOI ]
[95] Toneli, C. A. Z., and de Carvalho, L. M. T. Sub-pixel estimation of tree cover and bare surface densities using regression tree analysis. CERNE 17, 3 (2011), 411-416. [ bib ]
[96] Wei, W., and Watkins, Jr., D. W. Data mining methods for hydroclimatic forecasting. Advances in Water Resources 34, 11 (2011), 1390-1400. [ bib | DOI ]
[97] Abdallah, C. Spatial distribution of block falls using volumetric GIS-decision-tree models. International Journal of Applied Earth Observation and Geoinformation 12, 5 (2010), 393-403. [ bib | DOI ]
[98] Bae, J. K., and Kim, J. Integration of heterogeneous models to predict consumer behavior. Expert Systems With Applications 37, 3 (2010), 1821-1826. [ bib | DOI ]
[99] Behrens, T., Zhu, A.-X., Schmidt, K., and Scholten, T. Multi-scale digital terrain analysis and feature selection for digital soil mapping. Geoderma 155, 3-4 (2010), 175-185. [ bib | DOI ]
[100] Coulton, D. W., Clark, R. G., and Hebert, C. E. Determining natal origins of birds using stable isotopes (delta s-34, delta d, delta n-15, delta c-13) model validation and spatial resolution for mid-continent mallards. Waterbirds 33, 1 (2010), 10-21. [ bib ]
[101] Demergasso, C., Galleguillos, F., Soto, P., Seron, M., and Iturriaga, V. Microbial succession during a heap bioleaching cycle of low grade copper sulfides does this knowledge mean a real input for industrial process design and control? Hydrometallurgy 104, 3-4, Sp. Iss. SI (2010), 382-390. [ bib | DOI ]
[102] Ebener, M. P., Brenden, T. O., Wright, G. M., Jones, M. L., and Faisal, M. Spatial and temporal distributions of lake whitefish spawning stocks in Northern lakes Michigan and Huron, 2003-2008. Journal of Great Lakes Research 36, Sp. Iss. SI Suppl. 1 (2010), 38-51. [ bib | DOI ]
[103] Fu, A. M., Sun, G., Guo, Z., and Wang, D. Forest cover classification with MODIS images in Northeastern Asia. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 3, 2 (2010), 178-189. [ bib | DOI ]
[104] Gulkesen, K. H., Koksal, I. T., Ozdem, S., and Saka, O. Prediction of prostate cancer using decision tree algorithm. Turkish Journal of Medical Sciences 40, 5 (2010), 681-686. [ bib ]
[105] Kang, M., Kim, M., and Lee, J. H. Analysis of rigid pavement distresses on interstate highway using decision tree algorithms. KSCE Journal of Civil Engineering 14, 2 (2010), 123-130. [ bib | DOI ]
[106] Kheir, R. B., Greve, M. H., Abdallah, C., and Dalgaard, T. Spatial soil zinc content distribution from terrain parameters: A GIS-based decision-tree model in Lebanon. Environmental Pollution 158, 2 (2010), 520-528. [ bib | DOI ]
[107] Kheir, R. B., Greve, M. H., Bocher, P. K., Greve, M. B., Larsen, R., and McCloy, K. Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: The case study of Denmark. Journal of Environmental Management 91, 5 (2010), 1150-1160. [ bib | DOI ]
[108] Khlebnikov, A. I., Schepetkin, I. A., and Quinn, M. T. Computational structure-activity relationship analysis of small-molecule agonists for human formyl peptide receptors. European Journal of Medicinal Chemistry 45, 11 (2010), 5406-5419. [ bib | DOI ]
[109] Lee, C., Ran, B., Yang, F., and Loh, W.-Y. A hybrid tree approach to modeling alternate route choice behavior with online information. Journal of Intelligent Transportation Systems 14, 4 (2010), 209-219. [ bib | DOI ]
[110] Mueckstein, U., Leparc, G. G., Posekany, A., Hofacker, I., and Kreil, D. P. Hybridization thermodynamics of NimbleGen microarrays. BMC Bioinformatics 11, 35 (2010). [ bib | DOI ]
[111] Poor, C. J., and Ullman, J. L. Using regression tree analysis to improve predictions of low-flow nitrate and chloride in Willamette River Basin watersheds. Environmental Management 46, 5 (2010), 771-780. [ bib | DOI ]
[112] Tan, C. M. No one true path: uncovering the interplay between geography, institutions, and fractionalization in economic development. Journal of APPLIED ECONOMETRICS 25 (2010), 1100-1127. [ bib | DOI ]
[113] Vaudour, E., Carey, V. A., and Gilliot, J. M. Digital zoning of South African viticultural terroirs using bootstrapped decision trees on morphometric data and multitemporal SPOT images. Remote Sensing of Environment 114, 12 (2010), 2940-2950. [ bib | DOI ]
[114] EPA. Final contaminant candidate list 3 chemicals: Identifying the universe. Tech. Rep. EPA 815-R-09-006, United States Environmental Protection Agency, Office of Water, August 2009. [ bib | .pdf ]
[115] An, P., Mukherjee, O., Chanda, P., Yao, L., Engelman, C. D., Huang, C., Zheng, T., Kovac, I. P., Dube, M., Liang, X., Li, J., de Andrade, M., Culverhouse, R., Malzahn, D., Manning, A. K., Clarke, G. M., Jung, J., and Province, M. A. The challenge of detecting epistasis (g x g interactions): Genetic analysis workshop 16. Genetic Epidemiology 33, Suppl. 1 (2009), S58-S67. [ bib ]
[116] Banos, I. M., Garcia, A. R., Alavedra, J. M. I., Figueras, P. O. I., Iglesias, J. P., Selles, C. G., Figueras, P. M. I., and Lopez, J. T. Snowpack depth modelling and water availability from LIDAR measurements in eastern Pyrenees. In International Snow Science Workshop Proceedings (Davos, 2009), pp. 202-206. [ bib | .pdf ]
[117] Chrzanowska, M., Alfaro, E., and Witkowska, D. The individual borrowers recognition: single and ensemble trees. Expert Systems with Applications 36, 3, Part 2 (2009), 6409-6414. [ bib | DOI ]
[118] Dulay, M. F., Murphey, D. K., Sun, P., David, Y. B., Maunsell, J. H. R., Beauchamp, M. S., and Yoshor, D. Computer-controlled electrical stimulation for quantitative mapping of human cortical function. Journal of Neurosurgery 110, 6 (2009), 1300-1303. [ bib | DOI ]
[119] Kahl, C. H., da Fonseca, L. H., and Witte, E. H. Revisiting creativity research: an investigation of contemporary approaches. Creativity Research Journal 21, 1 (2009), 1-5. [ bib | DOI ]
[120] Morse, W. C., Schedlbauer, J. L., Sesnie, S. E., Finegan, B., Harvey, C. A., Hollenhorst, S. J., Kavanagh, K. L., Stoian, D., and Wulfhorst, J. D. Consequences of environmental service payments for forest retention and recruitment in a Costa Rican biological corridor. Ecology and Society 14, 1 (2009), 23. [ bib | http ]
[121] Rattray, A., Ierodiaconou, D., Laurenson, L., Burq, S., and Reston, M. Hydro-acoustic remote sensing of benthic biological communities on the shallow south east Australian continental shelf. Estuarine Coastal and Shelf Science 84, 2 (2009), 237-245. [ bib | DOI ]
[122] Ture, M., Tokatli, F., and Kurt, I. Using Kaplan-Meier analysis together with decision tree methods (C&RT, CHAID, QUEST, C4.5 and ID3) in determining recurrence-free survival of breast cancer patients. Expert Systems with Applications 36, 2, Part 1 (2009), 2017-2026. [ bib | DOI ]
[123] Ture, M., Tokatli, F., and Omurlu, I. K. The comparisons of prognostic indexes using data mining techniques and Cox regression analysis in the breast cancer data. Expert Systems with Applications 36, 4 (2009), 8247-8254. [ bib | DOI ]
[124] Wu, S., Qiu, X., Usery, E. L., and Wang, L. Using geometrical, textural, and contextual information of land parcels for classification of detailed urban land use. Annals of the Association of American Geographers 99, 1 (2009), 76-98. [ bib | DOI ]
[125] Xu, L., and Shao, J. Estimation in longitudinal or panel data models with random-effect-based missing responses. Biometrics 65, 4 (2009), 1175-1183. [ bib | DOI ]
[126] Yao, L., Zhong, W., Zhang, Z., Maenner, M., and Engelman, C. Classification tree for detection of single-nucleotide polymorphism (SNP)-by-SNP interactions related to heart disease: Framingham heart study. BMC Proceedings 3, Suppl 7 (2009), S83. [ bib | http ]
[127] Bertsimas, D., Bjarnadottir, M. V., Kane, M. A., Kryder, J. C., Pandey, R., Vempala, S., and Wang, G. Algorithmic prediction of health-care costs. Operations Research 56, 6 (2008), 1382-1392. [ bib | DOI ]
[128] Bevilacqua, M., Ciarapica, F. E., and Giacchetta, G. Industrial and occupational ergonomics in the petrochemical process industry: A regression trees approach. Accident Analysis and Prevention 40, 4 (2008), 1468-1479. [ bib | DOI ]
[129] Brenden, T. O., Wang, L., and Su, Z. Quantitative identification of disturbance thresholds in support of aquatic resource management. Environmental Management 42 (2008), 821-832. [ bib | DOI ]
[130] Doksum, K., Tang, S., and Tsui, K.-W. Nonparametric variable selection: the EARTH algorithm. Journal of the American Statistical Association 103, 484 (2008), 1609-1620. [ bib | DOI ]
[131] Heidema, A. G., and Nagelkerke, N. Developing a discrimination rule between breast cancer patients and controls using proteomics mass spectrometric data: a three-step approach. Statistical Applications in Genetics and Molecular Biology 7, 2 (2008). [ bib ]
[132] Jones, C. B., Milanov, V., and Hager, R. Predictors of male residence patterns in groups of black howler monkeys. Journal of Zoology 275, 1 (2008), 72-78. [ bib | DOI ]
[133] Juni, E., Adams, T. M., and Sokolowski, D. Relating cost to condition in routine highway maintenance. Transportation Research Record 2044, 2044 (2008), 3-10. [ bib | DOI ]
[134] Kheir, R. B., Abdallah, C., Runnstrom, M., and Martensson, U. Designing erosion management plans in Lebanon using remote sensing, GIS and decision-tree modeling. Landscape and Urban Planning 88, 2-4 (2008), 54-63. [ bib | DOI ]
[135] Khlebnikov, A. I., Schepetkin, I. A., Kirpotina, L. N., and Quinn, M. T. Computational structure-activity relationship analysis of non-peptide inducers of macrophage tumor necrosis factor-alpha production. Bioorganic & Medicinal Chemistry 16, 20 (2008), 9302-9312. [ bib | DOI ]
[136] Khlebnlkov, A. I., Schepetkin, I. A., and Quinn, M. T. Structure-activity relationship analysis of N-benzoylpyrazoles for elastase inhibitory activity: a simplified approach using atom pair descriptors. Bioorganic & Medicinal Chemistry 16, 6 (2008), 2791-2802. [ bib | DOI ]
[137] Lee, C., Loh, W.-Y., Qin, X., and Sproul, M. Development of new performance measure for winter maintenance using vehicle speed data. Transportation Research Record 2055 (2008), 89-98. [ bib | DOI ]
[138] Qin, X., and Han, J. Variable selection issues in tree-based regression models. Transportation Research Record 2061, 2061 (2008), 30-38. [ bib | DOI ]
[139] Schmidt, K., Behrens, T., and Scholten, T. Instance selection and classification tree analysis for large spatial datasets in digital soil mapping. Geoderma 146, 1-2 (2008), 138 - 146. [ bib | DOI | http ]
[140] Sesnie, S. E., Gessler, P. E., Finegan, B., and Thessler, S. Integrating Landsat TM and SRTM-DEM derived variables with decision trees for habitat classification and change detection in complex neotropical environments. Remote Sensing of Environment 112, 5 (2008), 2145-2159. [ bib | DOI ]
[141] Wei, H., Kuan, P. F., Tian, S., Yang, C., Nie, J., Sengupta, S., Ruotti, V., Jonsdottir, G. A., Keles, S., Thomson, J. A., and Stewart, R. A study of the relationships between oligonucleotide properties and hybridization signal intensities from NimbleGen microarray datasets. Nucleic Acids Research 36, 9 (2008), 2926-2938. [ bib | DOI ]
[142] Archibald, S., and Scholes, R. J. Leaf green-up in a semi-arid African Savanna - separating tree and grass responses to environmental cues. Journal of Vegetation Science 18 (2007), 583-594. [ bib ]
[143] Bertelli, D., Plessi, M., Sabatini, A. G., Lollo, M., and Grillenzoni, F. Classification of Italian honeys by mid-infrared diffuse reflectance spectroscopy (DRIFTS). Food Chemistry 101 (2007), 1582-1587. [ bib ]
[144] Cho, W. C. S., Yip, T. T. C., Ngan, R. K. C., Yip, T.-T., Podust, V. N., Yip, C., Yiu, H. H. Y., Yip, V., Cheng, W.-W., Ma, V. W. S., and Law, S. C. K. ProteinChip array profiling for identification of disease- and chemotherapy-associated biomarkers of nasopharyngeal carcinoma. Clinical Chemistry 53 (2007), 241-250. [ bib ]
[145] Kara, A. B., Hurlburt, H. E., and Loh, W.-Y. Which near–surface atmospheric variable drives air–sea temperature differences over the global ocean? Journal of Geophysical Research: Oceans 112, C5 (2007). [ bib | DOI | http ]
[146] Wu, S., Silvan-Cardenas, J., and Wang, L. Per-field urban land use classification based on tax parcel boundaries. International Journal of Remote Sensing 28, 12 (2007), 2777-2800. [ bib | DOI ]
[147] Adams, T. M., Juni, E., M., S., and Xu, L. Regression tree models to predict winter storm costs. Management and Delivery of Maintenance and Operations Services 18, 1948 (2006), 117-124. [ bib ]
[148] Behrens, T., and Scholten, T. Digital soil mapping in Germany - a review. Journal of Plant Nutrition and Soil Science 169 (2006), 434-443. [ bib ]
[149] Goddard, J., and MacKinney-Romero, R. Finding Spanish syllabification rules with decision trees. In Lecture Notes in Artificial Intelligence (2006), vol. 4139, pp. 333-340. [ bib ]
[150] Hoque, M. O., Feng, Q. H., Toure, P., Dem, A., Critchlow, C. W., Hawes, S. E., Wood, T., Jeronimo, C., Rosenbaum, E., Stern, J., Yu, M. J., Trink, B., Kiviat, N. B., and Sidransky, D. Detection of aberrant methylation of four genes in plasma DNA for the detection of breast cancer. Journal of Clinical Oncology 24 (2006), 4262-4269. [ bib ]
[151] Marshall, R. J. Comparison of misclassification rates of search partition analysis and other classification methods. Statistics in Medicine 25 (2006), 3787-3797. [ bib ]
[152] Moon, H., Ahn, H., Kodell, R. L., Lin, C. J., Baek, S., and Chen, J. J. Classification methods for the development of genomic signatures from high-dimensional data. Genome Biology 7, 12 (2006), R121. [ bib ]
[153] Sullivan, M. S., Jones, M. J., Lee, D. C., Marsden, S. J., Fielding, A. H., and Young, E. V. A comparison of predictive methods in extinction risk studies: contrasts and decision trees. Biodiversity and Conservation 15 (2006), 1977-1991. [ bib ]
[154] Balaras, C. A., Droutsa, K., Dascalaki, E., and Kontoyiannidis, S. Deterioration of European apartment buildings. Energy and Buildings 37 (2005), 515-527. [ bib ]
[155] Cartmell, J., Enoch, S., Krstajic, D., and Leahy, D. E. Automated QSPR through competitive workflow. Journal of Computer-Aided Molecular Design 19 (2005), 821-833. [ bib ]
[156] Kannebley, S., Porto, G. S., and Pazello, E. T. Characteristics of Brazilian innovative firms: an empirical analysis based on PINTEC - industrial research on technological innovation. Research Policy 34 (2005), 872-893. [ bib ]
[157] Rokach, L., and Maimon, O. Top-down induction of decision trees classifiers - a survey. IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews 35 (2005), 476-487. [ bib ]
[158] Royall, D. R., Chiodo, L. K., and Polk, M. J. An empiric approach to level of care determinations: the importance of executive measures. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 60 (2005), 1059-1064. [ bib ]
[159] Stahl, K. Influence of hydroclimatology and socioeconomic conditions on water-related international relations. Water International 30 (2005), 270-282. [ bib ]
[160] Ture, M., Kurt, I., Kurum, A. T., and Ozdamar, K. Comparing classification techniques for predicting essential hypertension. Expert Systems with Applications 29, 3 (2005), 583-588. [ bib | DOI ]
[161] Baeten, D., Kruithof, E., De Rycke, L., Vandooren, B., Wyns, B., Boullart, L., Hoffman, I. E. A., Boots, A. M., Veys, E. M., and De Keyser, F. Diagnostic classification of spondylarthropathy and rheumatoid arthritis by synovial histopathology - a prospective study in 154 consecutive patients. Arthritis and Rheumatism 50, 9 (2004), 2931-2941. [ bib ]
[162] Huang, J., Lin, A., Narasimhan, B., Quertermousd, T., Hsiung, C. A., Ho, L.-T., Grove, J. S., Olivier, M., Ranade, K., Risch, N. J., and Olshen, R. A. Tree-structured supervised learning and the genetics of hypertension. Proceedings of the National Academy of Sciences of the United States of America 101 (2004), 10529-10534. [ bib ]
[163] Ibanez, J., Arikan, F., Pedraza, S., Sanchez, E., Poca, M. A., Rodriguez, D., and Rubio, E. Reliability of clinical guidelines in the detection of patients at risk following mild head injury: results of a prospective study. Journal of Neurosurgery 100 (2004), 825-834. [ bib ]
[164] Lee, M. J., Hanna, A. S., and Loh, W.-Y. Decision tree approach to classify and quantify cumulative impact of change orders on productivity. Journal of Computing in Civil Engineering 18 (2004), 132-144. [ bib ]
[165] Kedia, S., and Williams, C. Predictors of substance abuse treatment outcomes in Tennessee. Journal of Drug Education 33 (2003), 25-47. [ bib ]
[166] Pal, M., and Mather, P. M. An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sensing of Environment 86 (2003), 554-565. [ bib ]
[167] Worth, A. P., and Cronin, M. T. D. The use of discriminant analysis, logistic regression and classification tree analysis in the development of classification models for human health effects. Journal of Molecular Structure-Theochem 622 (2003), 97-111. [ bib | DOI ]
[168] Croisier, D., Chavanet, P., Lequeu, C., A. Ahanou, A. N., Neuwirth, C., Piroth, L., M. Duong, M. B., and Portier, H. Efficacy and pharmacodynamics of simulated human-like treatment with levofloxacin on experimental pneumonia induced with penicillin-resistant pneumococci with various susceptibilities to fluoroquinolones. Journal of Antimicrobial Chemotherapy 50 (2002), 349-360. [ bib ]
[169] Okura, Y., Matsumura, Y., Harauchi, H., Sukenobu, Y., Kou, H., Kohyama, S., Yasuda, N., Yamamoto, Y., and Inamura, K. An inductive method for automatic generation of referring physician prefetch rules for PACS. Journal of Digital Imaging 14 (2002), 226-231. [ bib ]
[170] Olden, J. D., and Jackson, D. A. A comparison of statistical approaches for modelling fish species distributions. Freshwater Biology 47, 10 (2002), 1976-1995. [ bib ]
[171] Pryse-Phillips, W., Gawel, M. A. M., R. Nelson, A. P., and Wilson, K. A headache diagnosis project. Headache: The Journal of Head and Face Pain 42 (2002), 728-737. [ bib ]
[172] Connor, G. J., and Woodcock, F. The application of synoptic stratification to precipitation forecasting in the trade wind regime. Weather and Forecasting 15, 3 (2000), 276-297. [ bib ]
[173] Wolberg, W. H., Tanner, M. A., and Loh, W.-Y. Fine needle aspiration for breast mass diagnosis. Archives of Surgery 124 (1989), 814-818. [ bib ]
[174] Wolberg, W. H., Tanner, M. A., and Loh, W.-Y. Diagnostic schemes for fine needle aspirates of breast masses. Analytical and Quantitative Cytology and Histology 10 (1988), 225-228. [ bib ]
[175] Wolberg, W. H., Tanner, M. A., Loh, W.-Y., and Vanichsetakul, N. Statistical approach to fine needle aspiration diagnosis of breast masses. Acta Cytologica 31 (1987), 737-741. [ bib ]

This file was generated by bibtex2html 1.96.