HC-DT/SVM: a tightly coupled hybrid decision tree and support vector machines algorithm with application to land cover change detections
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[1] David M. Mark,et al. Natural Language Understanding of Spatial Relations Between Linear Geographic Objects , 2007, Spatial Cogn. Comput..
[2] P. A. Sheppard,et al. Atmospheric Diffusion , 1962, Nature.
[3] Y.-D. Kim,et al. Neural-edge-based vehicle detection and traffic parameter extraction , 2004, Image Vis. Comput..
[4] J. Chan,et al. Detecting the nature of change in an urban environment : A comparison of machine learning algorithms , 2001 .
[5] S. Levinson,et al. Considerations in dynamic time warping algorithms for discrete word recognition , 1978 .
[6] Thomi Pilioura,et al. An Overview of Standards and Related Technology in Web Services , 2002, Distributed and Parallel Databases.
[7] A. Corradini,et al. Dynamic time warping for off-line recognition of a small gesture vocabulary , 2001, Proceedings IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems.
[8] C. Tøttrup. Deforestation in the upper Ca river basin in North Central Vietnam: a remote sensing and GIS perspective. , 2002 .
[9] Claudia Bauzer Medeiros,et al. Specification of a framework for semantic annotation of geospatial data on the web , 2009, SIGSPACIAL.
[10] Vit Niennattrakul,et al. On Clustering Multimedia Time Series Data Using K-Means and Dynamic Time Warping , 2007, 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07).
[11] K. Seto,et al. Comparing ARTMAP Neural Network with the Maximum-Likelihood Classifier for Detecting Urban Change , 2003 .
[12] D. Roberts,et al. Mapping forest degradation in the Eastern Amazon from SPOT 4 through spectral mixture models , 2003 .
[13] Barry Haack,et al. Integrating multisensor data and RADAR texture measures for land cover mapping , 2000 .
[14] Hassiba Nemmour,et al. Multiple support vector machines for land cover change detection: An application for mapping urban extensions , 2006 .
[15] D. Lu,et al. Change detection techniques , 2004 .
[16] Aaron E. Rosenberg,et al. Performance tradeoffs in dynamic time warping algorithms for isolated word recognition , 1980 .
[17] Kevin S. McCurley,et al. Geospatial mapping and navigation of the web , 2001, WWW '01.
[18] Eamonn Keogh. Exact Indexing of Dynamic Time Warping , 2002, VLDB.
[19] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[20] Duane A. Haugen,et al. PROJECT PRAIRIE GRASS. A FIELD PROGRAM IN DIFFUSION. VOLUME 3 , 1959 .
[21] M. Bauer,et al. Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal Landsat remote sensing , 2005 .
[22] Sue Ellen Haupt,et al. Validation of a Receptor–Dispersion Model Coupled with a Genetic Algorithm Using Synthetic Data , 2006 .
[23] Alan H. Strahler,et al. Maximizing land cover classification accuracies produced by decision trees at continental to global scales , 1999, IEEE Trans. Geosci. Remote. Sens..
[24] Michael Gertz,et al. VDM-RS: A visual data mining system for exploring and classifying remotely sensed images , 2009, Comput. Geosci..
[25] Hanan Samet,et al. NewsStand: a new view on news , 2008, GIS '08.
[26] Hanan Samet,et al. Geotagging with local lexicons to build indexes for textually-specified spatial data , 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).
[27] Eamonn J. Keogh,et al. Three Myths about Dynamic Time Warping Data Mining , 2005, SDM.
[28] Vania Bogorny,et al. Enhancing spatial association rule mining in geographic databases , 2006 .
[29] Paul M. Mather,et al. Some issues in the classification of DAIS hyperspectral data , 2006 .
[30] Le Gruenwald,et al. A Successive Decision Tree Approach to Mining Remotely Sensed Image Data , 2007 .
[31] Xingquan Zhu,et al. Knowledge Discovery and Data Mining: Challenges and Realities , 2007 .
[32] Xiao Zhang,et al. Extracting Route Directions from Web Pages , 2009, WebDB.
[33] Interoperating Giss. Interoperating Giss Report of a Specialist Meeting Held under the Auspices of the Varenius Project Panel on Computational Implementations of Geographic Concepts , 1998 .
[34] Miquel Sànchez-Marrè,et al. GESCONDA: An intelligent data analysis system for knowledge discovery and management in environmental databases , 2006, Environ. Model. Softw..
[35] Eamonn J. Keogh,et al. Scaling up Dynamic Time Warping to Massive Dataset , 1999, PKDD.
[36] Adrian Grajdeanu,et al. Characterization of atmospheric contaminant sources using Adaptive Evolutionary Algorithms , 2010 .
[37] Ron Sivan,et al. Web-a-where: geotagging web content , 2004, SIGIR '04.
[38] Azriel Rosenfeld,et al. Optimal edge-based shape detection , 2002, IEEE Trans. Image Process..
[39] Paul M. Mather,et al. Support vector machines for classification in remote sensing , 2005 .
[40] Q. Guo,et al. A comparison of standard and hybrid classifier methods for mapping hardwood mortality in areas affected by sudden oak death , 2004 .
[41] Manfred Ehlers,et al. Photogrammetric Engineering and Remote Sensing , 2007 .
[42] Jonathan Cheung-Wai Chan,et al. Multiple Criteria for Evaluating Machine Learning Algorithms for Land Cover Classification from Satellite Data , 2000 .
[43] Luis Gravano,et al. Computing Geographical Scopes of Web Resources , 2000, VLDB.
[44] Claudia Bauzer Medeiros,et al. The Web as a Data Source for Spatial Databases , 2003, GeoInfo.
[45] John R. Jensen,et al. A change detection model based on neighborhood correlation image analysis and decision tree classification , 2005 .
[46] Ashbindu Singh,et al. Review Article Digital change detection techniques using remotely-sensed data , 1989 .
[47] S. Prince,et al. Remote sensing of savanna vegetation changes in Eastern Zambia 1972-1989 , 2000 .
[48] Steven Brown,et al. Zend Framework in Action , 2009 .
[49] S. Chiba,et al. Dynamic programming algorithm optimization for spoken word recognition , 1978 .
[50] Wesley W. Chu,et al. An index-based approach for similarity search supporting time warping in large sequence databases , 2001, Proceedings 17th International Conference on Data Engineering.
[51] David M. Rizzo,et al. Sudden Oak Death , 2003 .
[52] Donald J. Berndt,et al. Using Dynamic Time Warping to Find Patterns in Time Series , 1994, KDD Workshop.
[53] Maria T. Pazienza,et al. Information Extraction , 2002, Lecture Notes in Computer Science.
[54] Randolph H. Wynne,et al. Comparing farmer‐based and satellite‐derived deforestation estimates in the Amazon basin using a hybrid classifier , 2007 .
[55] Carlos Denner dos Santos,et al. Open source software projects' attractiveness, activeness, and efficiency as a path to software quality: an empirical evaluation of their relationships and causes , 2009 .
[56] Lei Tan,et al. Interoperability for Geospatial Analysis: a Semantics and Ontology-based Approach , 2007, ADC.
[57] Sue Ellen Haupt,et al. Improving pollutant source characterization by better estimating wind direction with a genetic algorithm , 2007 .
[58] Brad D. Jokisch,et al. One Last Stand? Forests and Change on Ecuador's Eastern Cordillera , 2002 .
[59] Ari Rappoport,et al. Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns , 2009, EMNLP.
[60] Qihao Weng,et al. A survey of image classification methods and techniques for improving classification performance , 2007 .
[61] Yufang Zhang,et al. Robust background image generation and vehicle 3D detection and tracking , 2004, Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749).
[62] Peter Fröhlich,et al. A mobile application framework for the geospatial web , 2007, WWW '07.
[63] Sue Ellen Haupt,et al. A demonstration of coupled receptor/dispersion modeling with a genetic algorithm , 2004 .
[64] Jefersson Alex dos Santos,et al. Annotating data to support decision-making: a case study , 2010, GIR.
[65] Steven R. Hanna,et al. Uncertainties in source emission rate estimates using dispersion models , 1990 .
[66] G Johannesson,et al. Dynamic Bayesian Models via Monte Carlo - An Introduction with Examples - , 2004 .
[67] Sucharita Gopal,et al. Uncertainty and Confidence in Land Cover Classification Using a Hybrid Classifier Approach , 2004 .
[68] S. Arya. Air Pollution Meteorology and Dispersion , 1998 .
[69] 金田 重郎,et al. C4.5: Programs for Machine Learning (書評) , 1995 .
[70] Tyler Mitchell,et al. Web mapping illustrated - using open source GIS toolkits , 2005 .
[71] Meinard Müller,et al. An Efficient Multiscale Approach to Audio Synchronization , 2006, ISMIR.
[72] Eric C. Brown de Colstoun,et al. Improving global scale land cover classifications with multi-directional POLDER data and a decision tree classifier , 2006 .
[73] George M. Church,et al. Aligning gene expression time series with time warping algorithms , 2001, Bioinform..
[74] Beatrice Santorini,et al. Building a Large Annotated Corpus of English: The Penn Treebank , 1993, CL.
[75] K. S. Rao. Source estimation methods for atmospheric dispersion , 2007 .
[76] Guido Cervone,et al. Monte Carlo source detection of atmospheric emissions and error functions analysis , 2010, Comput. Geosci..
[77] L. S. Davis,et al. An assessment of support vector machines for land cover classi(cid:142) cation , 2002 .
[78] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[79] Barbara P. Buttenfield,et al. A Dynamic Architecture for Distributing Geographic Information Services , 2002, Trans. GIS.
[80] Nicolas W. Hengartner,et al. Stochastic event reconstruction of atmospheric contaminant dispersion using Bayesian inference , 2008 .
[81] Barry Haack,et al. Radar spatial considerations for land cover extraction , 2005 .
[82] A. Prasad,et al. Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction , 2006, Ecosystems.
[83] Barry Haack,et al. A Comparison of Land Use/Cover Mapping with Varied Radar Incident Angles and Seasons , 2007 .
[84] Fabio Rinaldi,et al. Multilayer annotations in Parmenides , 2003 .
[85] Kuo-Chin Fan,et al. Vehicle Detection Using Normalized Color and Edge Map , 2007, IEEE Transactions on Image Processing.
[86] B. Lees,et al. Combining Non-Parametric Models for Multisource Predictive Forest Mapping , 2004 .
[87] Jacob Scarchanski,et al. UNIVERSIDADE FEDERAL DO RIO GRANDE DO SUL PROGRAMA DE PÓS-GRADUAÇÃO EM COMPUTAÇÃO , 2000 .
[88] Christos Faloutsos,et al. Efficient retrieval of similar time sequences under time warping , 1998, Proceedings 14th International Conference on Data Engineering.
[89] Craig A. Knoblock,et al. Quality-driven geospatial data integration , 2007, GIS.
[90] Liang Xu,et al. Achieving interoperability for integration of heterogeneous COTS geographic information systems , 2002, GIS '02.
[91] John K Kruschke,et al. Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.
[92] Tieniu Tan,et al. Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes , 2006, 18th International Conference on Pattern Recognition (ICPR'06).
[93] Satoshi Nakagawa,et al. Automated detection of human for visual surveillance system , 1996, Proceedings of 13th International Conference on Pattern Recognition.
[94] Roy Fielding,et al. Architectural Styles and the Design of Network-based Software Architectures"; Doctoral dissertation , 2000 .
[95] Alan H. Strahler,et al. Global land cover mapping from MODIS: algorithms and early results , 2002 .
[96] Richard O. Duda,et al. Use of the Hough transformation to detect lines and curves in pictures , 1972, CACM.
[97] C. Brodley,et al. Decision tree classification of land cover from remotely sensed data , 1997 .
[98] K. Chomitz,et al. Roads, land use, and deforestation : a spatial model applied to Belize , 1996 .
[99] Fernando Diaz,et al. A case study of using geographic cues to predict query news intent , 2009, GIS.
[100] Gary Sherman,et al. Desktop GIS: Mapping the Planet with Open Source Tools , 2008 .
[101] Masatoshi Arikawa,et al. A Geocoding Method for Natural Route Descriptions Using Sidewalk Network Databases , 2004, W2GIS.
[102] Ian H. Witten,et al. Data mining - practical machine learning tools and techniques, Second Edition , 2005, The Morgan Kaufmann series in data management systems.
[103] Jun Li,et al. A video-based real-time vehicle detection method by classified background learning , 2007 .
[104] Claudia Bauzer Medeiros,et al. A standards-based framework to foster geospatial data and process interoperability , 2009, Journal of the Brazilian Computer Society.
[105] R. Alba-Flores. Evaluation of the Use of High-Resolution Satellite Imagery in Transportation Applications , 2005 .
[106] Eric F. Lambin,et al. Spatial modelling of deforestation in southern Cameroon - Spatial disaggregation of diverse deforestation processes , 1997 .
[107] Biing-Hwang Juang,et al. Fundamentals of speech recognition , 1993, Prentice Hall signal processing series.
[108] Luca Delle Monache,et al. Bayesian Inference and Markov Chain Monte Carlo Sampling to Reconstruct a Contaminant Source on a Continental Scale , 2008 .
[109] Steven R. Hanna,et al. Evaluations of CALPUFF, HPAC, and VLSTRACK with Two Mesoscale Field Datasets , 2003 .
[110] John W. Holt,et al. Mapping land cover types in Amazon basin using 1 km JERS-1 mosaic , 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).
[111] J. Davies,et al. Hazardous gas model evaluation with field observations , 1995 .
[112] H. Hurni,,et al. Implications of Land Use and Land Cover Dynamics for Mountain Resource Degradation in the Northwestern Ethiopian Highlands , 2001 .
[113] D. Steudler,et al. FLOSS in cadastre and land registration: opportunities and risks. , 2010 .