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References/

Selected Publications

BIbTeX format quoting PTAk package Graphics from PTAk analsyis
see also my personal webpage at here

Higgins, CI. Williams, J. Leibovici, DG. Simonis,I. Davis, MJ. Muldoon, C. and O’Grady, M. (2016) Citizen OBservatory WEB (COBWEB): A Generic Infrastructure Platform to Facilitate the Collection of Citizen Science data for Environmental Monitoring. IJSDIR, Vol 11

Rosser, J. Pourabdolllah, A. Brackin, R. Jackson, M.J. Leibovici, DG. (2016) Full Meta Objects for Flexible Geoprocessing Workflows: profiling WPS or BPMN? 19th AGILE, 14-17 June 2016, Helsinki, Finland. (BEST PAPER SESSION)

Stock, K Leibovici, DG. DeLazari, L and Santos, R (2015 ) Discovering Order in Chaos: Using a Heuristic Ontology to Derive Spatio-Temporal Sequences for Cadastral, Roads and Parks Data. Spatial Cognition & Computation, (accepted February 2015).

Leibovici, DG. Daras, K. and A.G.D Turner (2014) Competing Spatial Optimisation using the k-spatial entropy. . GIScience 2014, Eight International Conference on Geographical Information Science, Vienna 23-24 September

Leibovici, DG. Birkin, MH (2014) On Geocomputational Determinants of Entropic Variations for Urban Dynamic Studies. Geographical Analysis. preview available online August 2014

Leibovici, DG. Claramunt, C. Le Guyader, D. and Brosset, D. (2014) Local and global spatio-temporal entropy indices based on distance-ratios and co-occurrences distributions. International journal of Geographical Information. 28(5): 1061-1084

Leibovici, DG. Birkin, MH (2013) Simple, multiple and multiway correspondence analysis applied to spatial census-based population microsimulation studies using R. NCRM Working Paper. NCRM-n°07/13, Id-3178

Leibovici, DG. Claramunt, C. Le Guyader, D. and Brosset, D. (2014) Local and global spatio-temporal entropy indices based on distance-ratios and co-occurrences distributions. International journal of Geographical Information (accepted 26 Nov 2013, available online).

Leibovici, DG. Birkin, MH (2012) Entropic variations of urban dynamics at different spatio-temporal scales: geocomputational perspectives. NARSC-RSAI November 2012, Ottawa, Canada

Leibovici, D.G. Swan, J. Anand, S. and Jackson M.(2011) " Coupling Outbreak Detection of Spatially Clustered Associations and Data Reduction" STDM-11 (Spatio-Temporal Data Mining), London 18-19 July 2011

Leibovici, D.G. Bastin, L. Anand, S. Hobona, G. and Jackson, M (2011) "Spatially Clustered Associations in Health related geospatial data". Transactions in GIS, 15(3): 347-364 (June-July 2011)

Leibovici, D.G. and Jackson, M. (2011) "Multi-scale Integration for Spatio-Temporal Ecoregioning Delineation." International Journal of Image and Data Fusion, 2(2): 105-119

Leibovici DG, . Bastin L,. and Jackson M. (2011) " Higher-Order Co-occurrences for Exploratory Point Pattern Analysis and Decision Tree Clustering on Spatial Data." Computers & Geosciences: 37(3): 382-389

Leibovici, D.G. (2010) "Spatio-temporal Multiway Decomposition using Principal Tensor Analysis on k-modes: the R package PTAk." Journal of Statistical Software, 34(10), 1-34 (additional information for Table 1)

Leibovici, D.G. Bastin, L. and Jackson, M. (2010) " Higher-Order Co-occurrences for Exploratory Point Pattern Analysis and Decision Tree Clustering on Spatial Data." Computers & Geosciences (accepted in June 2010)

Leibovici, D.G. (2009) "Defining Spatial Entropy from Multivariate Distributions of Co-Occurrences." COSIT'09 Conference On Spatial Information Theory, Aber Wrac'h, France, September 21-25, 2009

Leibovici, D.G. Bastin, L. and Jackson, M. (2009) " Higher Order Cooccurrences in Point Pattern Analysis and Decision Tree Clustering." StatGIS 2009, Milos Greece, June 17-19

Leibovici, D.G. Swan, J. Anand, S and Jackson, M.(2009) "A Spatial Structuration Heuristic for Integrated Automated Map Generalisation with Attribute and Geometry". GISRUK 2009, Durham, UK, April 1-3, 2009. (4p abstract) (poster)

Leibovici, D.G. and Jackson, M (2008) " Multiscale Integration for Spatio-Temporal Ecoclimatic Ecoregioning Delineation." IGARSS Conference 2008, Boston, USA, 6-11 July

Leibovici, D.G. Bastin, L. and Jackson, M. (2008) " Discovering Spatially Multiway Collocations." GISRUK Conference 2008, Manchester, UK, 2-4 April, 2008

Leibovici, D.G. (2007) "A Multiscale Spatio-Temporal Ecoclimatic Ecoregioning Pattern Analysis". StatGIS Conference 2007, Klagenfurt, Austria. 24-26 september

Leibovici, D.G. Quillevere, G. and Desconnets, J-C. (2007) "A Method to Classify Ecoclimatic Arid and Semi-Arid Zones in Circum-Saharan Africa Using Monthly Dynamics of Multiple Indicators". IEEE Transactions on Geoscience and Remote Sensing, 45(12), 4000-4007.

Leibovici, D.G. and Quillevere,G. (2007) "Extracting Dynamics of Multiple Indicators for Spatial recognition of Ecoclimatic zones in Circum-Saharan Africa". Proceedings of 15th Annual GISRUK Conference, Maynooth, Ireland. 11 - 13 April, 2007.

Leibovici, D and Sabatier, R (1998) "The Singular Value Decomposition of a k-ways array for a Principal Component Analysis of multi-way data, the PTA-kmodes". Linear Algebra and its Applications 269: 307-329.

Leibovici, D and El Maache, H (1997) "A Singular Value Decomposition of an element belonging to a Tensor Product of K Separable Hilbert Spaces." Compte Rendus de l'Académie des Sciences tome 325, série I, Statistiques (Statistics) /Probabilités (Probability Theory) : 779-782.

Leibovici, D(1993) "Facteurs à Mesures Répétées et Analyses Factorielles : Applications à un Suivi Épidémiologique." Thèse de doctorat, Montpellier II."

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