Matt Duckham

Publications

• Geographic Information Science
• Spatial interpolation of streaming geosensor network data in the RISER system
• Extracting causal rules from spatio-temporal data
• A coordinate-free, decentralized algorithm for monitoring events occurring to peaks in a dynamic scalar field
• GI Expertise
• Efficient, decentralized detection of qualitative spatial events in a dynamic scalar field
• Geosensor Networks: Bridging Algorithms and Applications (Dagstuhl Seminar 13492)
• Mining candidate causal relationships in movement patterns
• The influence of domain expertise on visual overviews of spatiotemporal data
• Indigeneity and spatial information science
• Solar radiation modeling with KNIME and Solar Analyst: Increasing environmental model reproducibility using scientific workflows
• AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest
• Qualitative Spatial Reasoning over Questions (Short Paper)
• iHVI: An Open-Source Toolkit for Constructing Integrated Heat Vulnerability Index in Australia
• Identifying surrounds and engulfs relations in mobile and coordinate-free geosensor networks
• Characterizing the shapes of noisy, non-uniform, and disconnected point clusters in the plane
• Advancing the ethical use of digital data in human research: challenges and strategies to promote ethical practice
• Decentralized detection of topological events in evolving spatial regions
• On redundant topological constraints
• On redundant topological constraints
• Spatio-Temporal Aware Testing for Complex Systems
• An efficient incremental algorithm for generating the characteristic shape of a dynamic set of points in the plane
• Spatiooral architecture-based framework for testing services in the cloud
• Modeling checkpoint-based movement with the earth mover’s distance
• Real-time estimation of wildfire perimeters from curated crowdsourcing
• Stream Kriging: Incremental and recursive ordinary Kriging over spatiotemporal data streams
• The Australian approach to geospatial capabilities; positioning, earth observation, infrastructure and analytics: issues, trends and perspectives
• Analytics of movement through checkpoints
• Evaluating the impact of visualization of wildfire hazard upon decision-making under uncertainty
• K-span: Open and reproducible spatial analytics using scientific workflows
• Qualitative spatial reasoning with uncertain evidence using Markov logic networks
• Decentralized detection and monitoring of convoy patterns
• Indexing large geographic datasets with compact qualitative representation
• Bayesian path estimation using the spatial attributes of a road network
• A framework for models of movement in geographic space
• Decentralized and coordinate-free computation of critical points and surface networks in a discretized scalar field
• Graphical AIDS to the estimation and discrimination of uncertain numerical data
• Decentralized monitoring of moving objects in a transportation network augmented with checkpoints
• On redundant topological constraints
• GIS
• Landscape of multiculturalism in Australia: Tracking ethnic diversity and its relation with neighbourhood features in 2001–2021
• Representative dissimilar path queries: accommodating human movement dynamics in road networks
• Tracking the settlement patterns of culturally and linguistically diverse (CALD) populations in Australia: A census-based study from 2001 to 2021
• Spatial data trusts: an emerging governance framework for sharing spatial data
• Evaluating the impact of visualization of risk upon emergency route-planning
• Bridging the geospatial gap: Data about space and indigenous knowledge of place
• Improving the reproducibility of geospatial scientific workflows: the use of geosocial media in facilitating disaster response
• Explainable spatiotemporal reasoning for geospatial intelligence applications
• Qualitative-geometric ‘surrounds’ relations between disjoint regions
• A comparative analysis of trajectory similarity measures
• Raum-zeitliches Data Mining---Ein Werkzeug zur Analyse von Fischbewegungen im Murray River
• Evaluating the usefulness of overview visualisations for users with varying levels of domain knowledge
• Designing decentralized spatial algorithms for geosensor networks
• Qualitative monitoring of dynamic spatial fields in geosensor networks
• Decentralized computing of topological relationships between heterogeneous regions
• Decentralized spatial data mining in distributed systems
• Supporting extraction of knowledge about environmental objects and events from geosensor data
• Ambient Spatial Intelligence for Sustainable Cities
• Spatial indexes
• Ambient Spatial Intelligence
• Spatial Information Theory
• DBMS
• Keynote Paper: Representation of the Natural Environment
• Spatio-temporal event detection using probabilistic graphical models (PGMs)
• Qualitative spatial structure in complex areal objects using location-free, mobile geosensor networks
• Editorial
• Decentralized reasoning about gradual changes of topological relationships between continuously evolving regions
• Efficient navigation for privacy-aware personal navigation services: Preliminary analysis
• Efficient, decentralized computation of the topology of spatial regions
• Deferred decentralized movement pattern mining for geosensor networks
• Editorial
• Moving forward: Location privacy and location awareness
• Qualitative change to 3-valued regions
• Optimizing localization algorithms within wireless sensor networks: An Australian case study in environmental monitoring
• Location privacy
• Geosensor networks
• Special Issue on Privacy Aware and Location-Based Mobile Services
• Decentralized spatial computing: Foundations of geosensor networks
• Identifying candidate causal relationships in fish movement
• Sensor network data analysis at different levels of granularity
• Including landmarks in routing instructions
• Decentralized environmental simulation and feedback in robust geosensor networks
• Decentralized spatial data mining for geosensor networks
• A unified framework for decentralized reasoning about gradual changes in topological relations
• Decentralized querying of topological relations between regions without using localization
• Preface to the 5thinternational workshop on Spatial and Spatio-Temporal Data Mining (SSTDM-10: http://www.ornl.gov/sci/ knowledgediscovery/sstdm-10/)
• Decentralized area computation for spatial regions
• Decentralized querying of topological relations between regions monitored by a coordinate-free geosensor network
• Simplest instructions: Finding easy-to-describe routes for navigation
• Spatiotemporal Braitenberg vehicles
• Location-based mobile games for spatial knowledge acquisition
• Distributed and mobile spatial computing
• Decentralized movement pattern detection amongst mobile geosensor nodes
• Effect of neighborhood on in-network processing in sensor networks
• Identifying factors of geographic event conceptualisation
• Efficient generation of simple polygons for characterizing the shape of a set of points in the plane
• Geosensor networks workshop report
• Automated geographical information fusion and ontology alignment
• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics: Preface
• Integrated storage and querying of spatially varying data quality information in a relational spatial database
• Not just objects: Reconstructing objects
• An intelligent, distributed, error-aware OOGIS
• Error-sensitive GIS: technology and research themes
• Implementing an object-oriented approach to data quality
• Dynamic spatial modeling in the Simile visual modeling environment
• GIS: A Computing Perspective
• Error-aware GIS development
• Uncertainty and geographic information: Computational and critical convergence
• Spatial data quality capture through inductive learning
• Location privacy and location-aware computing
• Foundations of Geographic Information Science
• A formal model of obfuscation and negotiation for location privacy
• Monitoring dynamic spatial fields using responsive geosensor networks
• Simulation of obfuscation and negotiation for location privacy
• Implementing an object-oriented error-sensitive GIS
• A formal approach to imperfection in geographic information
• Modeling spatial variation in data quality using linear referencing
• Geographic event conceptualization
• An algebraic approach to automated geospatial information fusion
• Ontology-driven map generalization
• Integrating spatio-thematic information
• Special issue on privacy aware and location-based mobile services
• A user-oriented perspective of error-sensitive GIS development
• Object calculus and the object-oriented analysis and design of an error-sensitive GIS
• Computational structure in three-valued nearness relations
• Assessment of error in digital vector data using fractal geometry
• The International Workshop on Privacy-Aware Location-based Mobile Services (PALMS 2007)
• Theme issue on distributed geoinformatics: From sensors to systems
• Formalizing mobility in dynamic location-aware sensor networks
• Monitoring qualitative spatiotemporal change for geosensor networks
• Qualitative reasoning about consistency in geographic information
• What is the region occupied by a set of points?
• Imprecise navigation
• A spatiotemporal model of strategies and counter strategies for location privacy protection
• Information dissemination in mobile ad-hoc geosensor networks
• Commonsense notions of proximity and direction in environmental space
• "Simplest" paths: Automated route selection for navigation
• Probabilistic qualitative spatial reasoning with applications to GeoQA