Gaussian Process Models in Spatial Data Mining

[1]  Mark Gahegan,et al.  On the Application of Inductive Machine Learning Tools to Geographical Analysis , 2010 .

[2]  Aijun Chen,et al.  The development of a geospatial data Grid by integrating OGC Web services with Globus-based Grid technology , 2008 .

[3]  Lars Kulik,et al.  Efficient Data Collection and Selective Queries in Sensor Networks , 2008, GSN.

[4]  Agathoniki Trigoni,et al.  A drift-tolerant model for data management in ocean sensor networks , 2007, MobiDE '07.

[5]  Jorge Cardoso,et al.  Semantic Web Services: Theory, Tools and Applications , 2007 .

[6]  Aijun Chen,et al.  Transformation of HDF-EOS metadata from the ECS model to ISO 19115-based XML , 2007, Comput. Geosci..

[7]  Mike Bithell,et al.  Escape from the cell: Spatially explicit modelling with and without grids , 2007 .

[8]  Michael F. Worboys,et al.  Monitoring qualitative spatiotemporal change for geosensor networks , 2006, Int. J. Geogr. Inf. Sci..

[9]  Vimal Mishra,et al.  Flow analysis with WaSiM-ETH – model parameter sensitivity at different scales , 2006 .

[10]  C. Furlanello,et al.  Predicting habitat suitability with machine learning models: The potential area of Pinus sylvestris L. in the Iberian Peninsula , 2006 .

[11]  Vijayalakshmi Atluri,et al.  Efficient Enforcement of Security Policies Based on Tracking of Mobile Users , 2006, DBSec.

[12]  Amit P. Sheth,et al.  Geospatial Ontology Development and Semantic Analytics , 2006, Trans. GIS.

[13]  Keith C. Clarke,et al.  Decreasing Computational Time of Urban Cellular Automata Through Model Portability , 2006, GeoInformatica.

[14]  Paul M. Torrens,et al.  Simulating Sprawl , 2006 .

[15]  Chris Bailey-Kellogg,et al.  Spatial data mining to support pandemic preparedness , 2006, SKDD.

[16]  Guang Jin,et al.  NED: An Efficient Noise-Tolerant Event and Event Boundary Detection Algorithm in Wireless Sensor Networks , 2006, 7th International Conference on Mobile Data Management (MDM'06).

[17]  Wendy Hall,et al.  The Semantic Web Revisited , 2006, IEEE Intelligent Systems.

[18]  Aijun Chen,et al.  An Optimized Grid-Based, OGC Standards-Compliant Collaborative Software System for Serving NASA Geospatial Data , 2006, 2006 30th Annual IEEE/NASA Software Engineering Workshop.

[19]  S. Marangon,et al.  Analysis of the 1999-2000 highly pathogenic avian influenza (H7N1) epidemic in the main poultry-production area in northern Italy. , 2006, Preventive veterinary medicine.

[20]  Christian S. Jensen,et al.  Indexing the past, present, and anticipated future positions of moving objects , 2006, TODS.

[21]  Rajesh P. N. Rao,et al.  Robotic imitation from human motion capture using Gaussian processes , 2005, 5th IEEE-RAS International Conference on Humanoid Robots, 2005..

[22]  Vania Dimitrova,et al.  Formal Approach to Reconciliation of Individual Ontologies for Personalisation of Geospatial Semantic Web , 2005, GeoS.

[23]  Michael F. Worboys,et al.  Monitoring dynamic spatial fields using responsive geosensor networks , 2005, GIS '05.

[24]  Brian Harrington,et al.  In-network surface simplification for sensor fields , 2005, GIS '05.

[25]  Vijayalakshmi Atluri,et al.  Unified Index for Mobile Object Data and Authorizations , 2005, ESORICS.

[26]  Andreas Krause,et al.  Near-optimal sensor placements in Gaussian processes , 2005, ICML.

[27]  Shaowen Wang,et al.  Using a Computational Grid for Geographic Information Analysis: A Reconnaissance , 2005 .

[28]  Michael Batty,et al.  Agents, Cells, and Cities: New Representational Models for Simulating Multiscale Urban Dynamics , 2005 .

[29]  Liping Di,et al.  Intelligent geospatial web services , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[30]  Tomohiko Mukai,et al.  Geostatistical motion interpolation , 2005, ACM Trans. Graph..

[31]  Vijayalakshmi Atluri,et al.  Preserving mobile customer privacy: an access control system for moving objects and customer profiles , 2005, MDM '05.

[32]  Pragya Agarwal,et al.  Ontological considerations in GIScience , 2005, Int. J. Geogr. Inf. Sci..

[33]  Abubakr Muhammad,et al.  Coverage and hole-detection in sensor networks via homology , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[34]  Nigel Shadbolt,et al.  Semantic Integration Technonolgies Survey , 2005 .

[35]  May Yuan,et al.  Assessing Similarity of Geographic Processes and Events , 2005, Trans. GIS.

[36]  C. Furlanello,et al.  An Integrated Toolbox for Image Registration, Fusion and Classification , 2005 .

[37]  Alon Y. Halevy,et al.  Semantic Integration Research in the Database Community : A Brief Survey , 2005 .

[38]  M. Kwan.  Gis methods in time‐geographic research: geocomputation and geovisualization of human activity patterns , 2004 .

[39]  Aijun Chen,et al.  Grid Enabled Geospatial Catalogue Web Service , 2004 .

[40]  Cyrus Shahabi,et al.  Supporting spatial aggregation in sensor network databases , 2004, GIS '04.

[41]  Elisa Bertino,et al.  An authorization model for geographical maps , 2004, GIS '04.

[42]  Carlos Henrique Grohmann,et al.  Morphometric analysis in geographic information systems: applications of free software GRASS and R , 2004, Comput. Geosci..

[43]  Pragya Agarwal,et al.  Contested Nature of Place: Knowledge Mapping for Resolving Ontological Distinctions Between Geographical Concepts , 2004, GIScience.

[44]  Lars Kulik,et al.  Information Dissemination in Mobile Ad-Hoc Geosensor Networks , 2004, GIScience.

[45]  Vijayalakshmi Atluri,et al.  An authorization model for geospatial data , 2004, IEEE Transactions on Dependable and Secure Computing.

[46]  Mark Harrower,et al.  A Look at the History and Future of Animated Maps , 2004, Cartogr. Int. J. Geogr. Inf. Geovisualization.

[47]  Gobinda G. Chowdhury,et al.  Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential , 2004 .

[48]  Peter Dolog,et al.  Personalization in distributed e-learning environments , 2004, WWW Alt. '04.

[49]  C. Guestrin,et al.  Distributed regression: an efficient framework for modeling sensor network data , 2004, Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004.

[50]  Alessandro Frigeri,et al.  Identifying Wrinkle Ridges from Mars MGS and Viking Mission Data: Using GRASS GIS in Planetary Geology , 2004, Trans. GIS.

[51]  Max J. Egenhofer,et al.  Comparing geospatial entity classes: an asymmetric and context-dependent similarity measure , 2004, Int. J. Geogr. Inf. Sci..

[52]  Elisa Bertino,et al.  An access control system for a Web map management service , 2004, 14th International Workshop Research Issues on Data Engineering: Web Services for e-Commerce and e-Government Applications, 2004. Proceedings..

[53]  A. Komarov,et al.  The concept of discrete description of plant ontogenesis and cellular automata models of plant populations , 2003 .

[54]  Peter Dolog,et al.  Towards the Adaptive Semantic Web , 2003, PPSWR.

[55]  David E. Culler,et al.  Taming the underlying challenges of reliable multihop routing in sensor networks , 2003, SenSys '03.

[56]  Harry Chen,et al.  An Intelligent Broker for Context-Aware Systems , 2003 .

[57]  Thomas J. Santner,et al.  Design and analysis of computer experiments , 1998 .

[58]  Yan Zhang,et al.  Geometric ad-hoc routing: of theory and practice , 2003, PODC '03.

[59]  Shashi Shekhar,et al.  Spatial Databases: A Tour , 2003 .

[60]  Naijun Zhou,et al.  A Study on Automatic Ontology Mapping of Categorical Information , 2003, DG.O.

[61]  Wei Hong,et al.  Beyond Average: Toward Sophisticated Sensing with Queries , 2003, IPSN.

[62]  Carl E. Rasmussen,et al.  Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.

[63]  Wei Hong,et al.  Proceedings of the 5th Symposium on Operating Systems Design and Implementation Tag: a Tiny Aggregation Service for Ad-hoc Sensor Networks , 2022 .

[64]  A. Clerici,et al.  A procedure for landslide susceptibility zonation by the conditional analysis method , 2002 .

[65]  Dieter Fensel,et al.  Towards the Semantic Web: Ontology-driven Knowledge Management , 2002 .

[66]  Max J. Egenhofer,et al.  Toward the semantic geospatial web , 2002, GIS '02.

[67]  John Anderson,et al.  Wireless sensor networks for habitat monitoring , 2002, WSNA '02.

[68]  Frederico T. Fonseca,et al.  Semantic Granularity in Ontology-Driven Geographic Information Systems , 2002, Annals of Mathematics and Artificial Intelligence.

[69]  Nunzio Romano,et al.  Prediction of soil water retention using soil physical data and terrain attributes , 2002 .

[70]  Deborah Estrin,et al.  The impact of data aggregation in wireless sensor networks , 2002, Proceedings 22nd International Conference on Distributed Computing Systems Workshops.

[71]  David Sun,et al.  COUGAR: the network is the database , 2002, SIGMOD '02.

[72]  Frederico T. Fonseca,et al.  Using Ontologies for Integrated Geographic Information Systems , 2002, Trans. GIS.

[73]  Pedro M. Domingos,et al.  Learning to map between ontologies on the semantic web , 2002, WWW '02.

[74]  Cesare Furlanello,et al.  Geographical Information Systems and Bootstrap Aggregation (Bagging) of Tree-Based Classifiers for Lyme Disease Risk Prediction in Trentino, Italian Alps , 2002, Journal of medical entomology.

[75]  B. Bennett.  What is a Forest? On the Vagueness of Certain Geographic Concepts , 2001 .

[76]  Marinos Kavouras,et al.  Fusion of top-level and geographical domain ontologies based on context formation and complementarity , 2001, Int. J. Geogr. Inf. Sci..

[77]  Michael F. Worboys,et al.  Nearness relations in environmental space , 2001, Int. J. Geogr. Inf. Sci..

[78]  Quanzhong Li,et al.  Indexing and Querying XML Data for Regular Path Expressions , 2001, VLDB.

[79]  Mark Lake,et al.  The Use of Pedestrian Modelling in Archaeology, with an Example from the Study of Cultural Learning , 2001 .

[80]  James A. Hendler,et al.  The Semantic Web: A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities , 2001 .

[81]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[82]  Herbert Fleischner,et al.  (Some of) the many uses of Eulerian graphs in graph theory (plus some applications) , 2001, Discret. Math..

[83]  A. Galton.  Qualitative Spatial Change , 2001 .

[84]  Bin Jiang,et al.  Cognitive and Usability Issues in Geovisualization , 2001 .

[85]  Roger Bivand,et al.  Using the R statistical data analysis language on GRASS 5 , 2000 .

[86]  Maria J. Serna,et al.  Convergence Theorems for Some Layout Measures on Random Lattice and Random Geometric Graphs , 2000, Combinatorics, Probability and Computing.

[87]  Brad Karp,et al.  GPSR: greedy perimeter stateless routing for wireless networks , 2000, MobiCom '00.

[88]  Christian S. Jensen,et al.  Indexing the positions of continuously moving objects , 2000, SIGMOD '00.

[89]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[90]  Stefano Ceri,et al.  Comparative analysis of five XML query languages , 1999, SGMD.

[91]  Ivan Stojmenovic,et al.  Routing with Guaranteed Delivery in Ad Hoc Wireless Networks , 1999, DIALM '99.

[92]  Werner Kuhn,et al.  Semantic interoperability: A central issue for sharing geographic information , 1999 .

[93]  Christopher K. I. Williams.  Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond , 1999, Learning in Graphical Models.

[94]  Michael I. Jordan.  Learning in Graphical Models , 1999, NATO ASI Series.

[95]  David Barber,et al.  Bayesian Classification With Gaussian Processes , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[96]  Yaser A. Bishr,et al.  Overcoming the Semantic and Other Barriers to GIS Interoperability , 1998, Int. J. Geogr. Inf. Sci..

[97]  Tammo S. Steenhuis,et al.  Scaling Effects on Runoff and Soil Moisture Content in a GIS-Based, Variable-Source-Area Hydrology Model , 1998 .

[98]  W. Baker,et al.  Using GIS to model tree population parameters in the Rocky Mountain National Park forest–tundra ecotone , 1997 .

[99]  Roy A. Sanderson,et al.  Modelling bird distributions — a combined GIS and bayesian rule-based approach , 1997, Landscape Ecology.

[100]  Radford M. Neal.  Monte Carlo Implementation of Gaussian Process Models for Bayesian Regression and Classification , 1997, physics/9701026.

[101]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[102]  M. R. Savabi,et al.  Application of WEPP and GIS-GRASS to a small watershed in Indiana , 1995 .

[103]  Lubos Mitas,et al.  Modelling Spatially and Temporally Distributed Phenomena: New Methods and Tools for GRASS GIS , 1995, Int. J. Geogr. Inf. Sci..

[104]  Joseph O'Rourke,et al.  Computational Geometry in C. , 1995 .

[105]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[106]  Andrew U. Frank,et al.  Qualitative spatial reasoning about distances and directions in geographic space , 1992, J. Vis. Lang. Comput..

[107]  Kenneth L. Kvamme,et al.  An experiment in archaeological site location: modeling in the Netherlands using GIS techniques , 1992 .

[108]  P. Simons.  Parts: A Study in Ontology , 1991 .

[109]  D. Jacquette.  Parts: A Study in Ontology. Peter Simons , 1990 .

[110]  Antonin Guttman,et al.  R-trees: a dynamic index structure for spatial searching , 1984, SIGMOD '84.

[111]  Pierre A. Humblet,et al.  A Distributed Algorithm for Minimum-Weight Spanning Trees , 1983, TOPL.

[112]  A. Tversky.  Features of Similarity , 1977 .

[113]  Robin J. Wilson.  Introduction to Graph Theory , 1974 .

[114]  Nicos Christofides.  The optimum traversal of a graph , 1973 .

[115]  Jack Edmonds,et al.  Matching, Euler tours and the Chinese postman , 1973, Math. Program..

[116]  W. Tobler.  A Computer Movie Simulating Urban Growth in the Detroit Region , 1970 .

[117]  Aijun Chen,et al.  Grid Computing and its Application to Geoinformatics , 2009 .

[118]  G. Ringel,et al.  PEARLS in GRAPH THEORY , 2007 .

[119]  Yuqi Bai,et al.  Implementation of Geospatial Product Virtualization in Grid Environment , 2006 .

[120]  Yaser Bishr,et al.  Geospatial Semantic Web , 2006 .

[121]  Dimitrova,et al.  Detecting Mismatches Between a User's and a System's Conceptualizations to Empower User Modelling for the Semantic Web , 2005 .

[122]  Werner Kuhn,et al.  Geospatial Semantics: Why, of What, and How? , 2005, J. Data Semant..

[123]  S. Merlo,et al.  DEVELOPING A MULTIDIMENSIONAL GIS FRAMEWORK FOR ARCHAEOLOGICAL EXCAVATIONS , 2005 .

[124]  Frank van Harmelen,et al.  A semantic web primer , 2004 .

[125]  Shivanand Balram,et al.  Internet GIS: Distributed Geographic Information Services for the Internet and Wireless Networks , 2004 .

[126]  Ralf Jaumann,et al.  Combining Mars Data in GRASS GIS for Geological Mapping , 2004 .

[127]  Mihaela Cardei,et al.  Coverage in Wireless Sensor Networks , 2004, Handbook of Sensor Networks.

[128]  Vijayalakshmi Atluri,et al.  Towards a Unified Index Scheme for Mobile Data and Customer Profiles in a Location-Based Service Environment , 2003 .

[129]  Jorge Cardoso,et al.  Semantic Web Services , 2003 .

[130]  Vijayalakshmi Atluri,et al.  Uniform Indexing for Geospatial Data and Authorizations , 2002, DBSec.

[131]  Seppo Kaitala,et al.  Environmental GIS database for the White Sea , 2002 .

[132]  Markus Neteler,et al.  Open Source GIS: A GRASS GIS Approach , 2007 .

[133]  Ian T. Nabney,et al.  Netlab: Algorithms for Pattern Recognition , 2002 .

[134]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

[135]  Markus Neteler,et al.  Open Source geocomputation: using the R data analysis language integrated with GRASS GIS and PostgreSQL data base systems. , 2000 .

[136]  Roger S. Bivand,et al.  Integrating GRASS 5.0 and R: GIS and modern statistics for data analysis , 1999 .

[137]  Amit P. Sheth,et al.  Changing Focus on Interoperability in Information Systems:From System, Syntax, Structure to Semantics , 1999 .

[138]  Harvey J. Miller,et al.  Measuring Space‐Time Accessibility Benefits within Transportation Networks: Basic Theory and Computational Procedures , 1999 .

[139]  Mark Lake,et al.  Tailoring GIS Software for Archaeological Applications: An example concerning Viewshed Analysis , 1998 .

[140]  Barry Smith,et al.  Ontology and Geographic Kinds , 1998 .

[141]  Mark de Berg,et al.  Computational geometry: algorithms and applications , 1997 .

[142]  Martin Ameskamp,et al.  Three-dimensional rule based continuous soil modelling , 1997 .

[143]  David M. Mark,et al.  Naive Geography , 1995, COSIT.

[144]  Geoffrey E. Hinton,et al.  Bayesian Learning for Neural Networks , 1995 .

[145]  Thomas R. Gruber,et al.  A Translation Approach to Portable Ontologies , 1993 .

[146]  Mark Monmonier,et al.  Summary Graphics for Integrated Visualization in Dynamic Cartography , 1992 .

[147]  Alan M. MacEachren,et al.  Animation and the Role of Map Design in Scientific Visualization , 1992 .

[148]  James Evans,et al.  Optimization algorithms for networks and graphs , 1992 .

[149]  Anthony G. Cohn,et al.  A Spatial Logic based on Regions and Connection , 1992, KR.

[150]  MAX J. EGENHOFER,et al.  Point Set Topological Relations , 1991, Int. J. Geogr. Inf. Sci..

[151]  Robin Wilson,et al.  Applications of graph theory , 1979 .

[152]  N. Biggs,et al.  Graph Theory 1736-1936 , 1976 .

[153]  Frank Harary,et al.  Graph Theory , 2016 .