Subject area for
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Faculty Member
- A/PROF Simon Milton Faculty Member
- DR Farhana Choudhury
- DR Jianzhong Qi Faculty Member
- DR Junhao Gan
- DR Martin Tomko Faculty Member
- DR Renata Borovica-Gajic
- MR Luke Buizen
- PROF Egemen Tanin Faculty Member
- PROF James Bailey Faculty Member
- PROF Rui Zhang Faculty Member
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Conference Papers Refereed
- 2ED: An efficient entity extraction algorithm using two-level edit-distance
- A Domain Independent Approach for Extracting Terms from Research Papers
- A GPU accelerated update efficient index for κnn queries in road networks
- A Randomized Path Routing Algorithm for Decentralized Route Allocation in Transportation Networks
- A Unified Framework for Authenticating Privacy Preserving Location Based Services
- A joint model for multimodal document quality assessment
- A semantic system for answering questions in neuroinformatics
- A time-dependent enhanced support vector machine for time series regression
- A unified processing paradigm for interactive location-based web search
- Accelerating spatial join operations using bit-indices
- Accurate recognition of the current activity in the presence of multiple activities
- An adaptive algorithm for online time series segmentation with error bound guarantee
- BiomRKRS: A Biomarker Retrieval and Knowledge Reasoning System
- CBHE: Corner-based building height estimation for complex street scene images
- Citation field learning by RNN with limited training data
- Collection-based compression using discovered long matching strings
- Combining Range-Based and Range-Free Methods: A Unified Approach for Localization
- CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data
- Constructive real time feedback for a temporal bone simulator
- Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning
- Continuous maintenance of range sum heat maps
- Count or Not to Count: Counting Challenges for Big Spatial Data Analytics
- DBSVEC: Density-based clustering using support vector expansion
- DEVELOPING and TESTING A 3D CADASTRAL DATA MODEL A CASE STUDY in Australia
- Demo abstract: Navigation and interaction in physical spaces using RFID enabled spatial sensing
- Destination prediction by sub-trajectory synthesis and privacy protection against such prediction
- Differentially-Private Two-Party Egocentric Betweenness Centrality
- Dynamic Density Based Clustering
- Eco evidence database: A distributed modelling resource for systematic literature analysis in environmental science and management
- Efficient Computation of Trips with Friends and Families
- Efficient Subgraph Matching Using GPUs
- Enabling Precision/Recall Preferences for Semi-supervised SVM Training
- Enterprise Content Management technologies supporting unified businesses
- Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks
- Fast Euclidean OPTICS with Bounded Precision in Low Dimensional Space
- Feature weighted SVMs using receiver operating characteristics
- Feel Free to Check-in: Privacy Alert against Hidden Location Inference Attacks in GeoSNs
- Finding Non-dominated Paths in Uncertain Road Networks
- Fix-budget and recurrent data mining for online haptic perception
- Follow The Best: Crowdsourced Automated Travel Advice
- From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences
- From Ride-Sourcing to Ride-Sharing through Hot-Spots
- From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach
- Group Nearest Neighbor Queries for Fuzzy Geo-Spatial Objects
- Happiness is a Choice: Sentiment and Activity-Aware Location Recommendation
- INSQ: An Influential Neighbor Set Based Moving kNN Query Processing System
- Identifying At-Risk Students in Massive Open Online Courses
- Improving efficiency of SVM k-fold cross-validation by alpha seeding
- Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
- Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
- Interactive visualization of urban areas of interest: A parameter-free and efficient footprint method
- K-Nearest Neighbor Temporal Aggregate Queries
- KDGAN: Knowledge Distillation with Generative Adversarial Networks
- Linking news and tweets
- Location-Based Social Network Capital
- Location-based Social Networking for Obtaining Personalized Driving Advice
- Mining Multidimensional Contextual Outliers from Categorical Relational Data
- Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases
- Node re-ordering as a means of anomaly detection in time-evolving graphs
- Opportunistic sampling in wireless sensor networks
- Optimal Mobile Facility Localization
- Optimizing the C index using a canonical genetic algorithm
- Parallel corpora for the biomedical domain
- Pattern-based real-time feedback for a temporal bone simulator
- Protection of sensitive trajectory datasets through spatial and temporal exchange
- Query-aware bayesian committee machine for scalable gaussian process regression
- Range Thresholding on Streams
- Reverse Nearest Neighbor Heat Maps: A Tool for Influence Exploration
- Robust traffic merging strategies for sensor-enabled cars using time geography
- Scalability in Recursively Stored Delta Compressed Collections of Files
- Scalable Hypergraph Learning and Processing
- Scaling multiple-source entity resolution using statistically efficient transfer learning
- Score Aggregation Techniques in Retrieval Experimentation
- Sequence-Aware recommendation with long-Term and short-Term attention memory networks
- Skyline Trips of Multiple POIs Categories
- Supporting large-scale geographical visualization in a multi-granularity way
- The Flexible Group Spatial Keyword Query
- The safest path via safe zones
- The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality
- Top-k Most Influential Location Selection
- Top-k most influential locations selection
- Trip Planning Queries for Subgroups in Spatial Databases
- Truth inference at scale: A Bayesian model for adjudicating highly redundant crowd annotations
- Web Page Template and Data Separation for Better Maintainability
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Consultancy
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Contract
- AGILE SIMULATION OF AIRCREW TRAINING CONTINUUM
- AMSI Intern Program
- AMSI Intern Program - Evaluate the methodological feasibility of Bayesian approaches to entity resolution and de-duplication
- AMSI internship with Oracle Customer Management Solutions
- ESTABLISHMENT OF THE AUSTRALIAN DATA ARCHIVE: AN INTEGRATED TOOLS AND SERVICES FACILITY FOR THE SOCIAL SCIENCES AND HUMANITIES
- FOUNDERS AND SURVIVORS: GENEALOGICAL CONNECTIONS
- Scaling up Bayesian record linkage
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Edited Books
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Grant
- A Painless Approach to Support Efficient Querying and Mining of Spatial Data through Smart Transformations
- Algorithms for Collaborative Micro-navigation Based on Spatio-temporal Data Management and Data Mining
- Automated Assessment of Data Quality in Biological Knowledge Resources
- Automating real-time feedback in virtual reality training through data mining
- BEST PRACTICE IN DATA JOURNALISM - A WORKSHOP
- COST EFFICIENT SCHEDULING OF BIG DATA APPLICATION WORKFLOWS ON CLOUD THROUGH INFORMATION CORRELATION
- Can an Individual Remain Private Among a Sea of Public Users?
- Continuous Intent Tracking for Virtual Assistance Using Big Contextual Data
- Democratising Big Machine Learning
- EFFECTIVE ALGORITHMS FOR DISH RECOMMENDATION THROUGH DEEP-LEARNING USERS FOOD INTERESTS
- Efficient Spatial Data Management for Enabling True Ride-Sharing
- Explaining slow database query response times using machine learning techniques
- Getting the facts on stem cell research: facilitating access to accurate information about stem cell research to the Australian public and healthcare providers
- HIGH PERFORMANCE DENSITY-BASED CLUSTERING IN PARALLEL ENVIRONMENTS
- Intelligent Algorithms for Computing Landmark Significance through Social Network Data
- Managing Private Location Data in a Mobile and Networked World: Getting the Balance Right
- Melbourne-China Big Data Research Network
- Multi source inference from heterogeneous dynamic networks
- Next Generation Data Mining Techniques for Analysing Large Evolving Networks
- Next Generation Real-time Trajectory Mining for Travel and Transportation Decision Support
- Personalised Data Analytics for the Internet of Me
- Smart comparison and assessment of prediction models for better health using next generation data mining
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Journal Articles Refereed
- A conceptual comparison of service blueprinting and business process modeling notation (BPMN)
- A content-focused method for re-engineering thesauri into semantically adequate ontologies using OWL
- A privacy-enhancing model for location-based personalized recommendations
- A safe region based approach to moving KNN queries in obstructed space
- A voting approach to identify a small number of highly predictive genes using multiple classifiers
- A weighted multiple classifier framework based on random projection
- An I/O-Efficient Algorithm for Computing Vertex Separators on Multi-Dimensional Grid Graphs and Its Applications
- An agent- and ontology-based system for integrating public gene, protein, and disease databases
- An effective and versatile distance measure for spatiotemporal trajectories
- Analysis and evaluation of the top-k most influential location selection query
- Analysis and management of HIV peptide microarray experiments
- Belle-DIRAC Setup for Using Amazon Elastic Compute Cloud
- Best Practice Data Life Cycle Approaches for the Life Sciences
- BioC interoperability track overview
- Building more robust multi-agent systems using a log-based approach
- ComMapReduce: An improvement of MapReduce with lightweight communication mechanisms
- ConcaveCubes: Supporting Cluster-based Geographical Visualization in Large Data Scale
- Continuous Spatial Query Processing: A Survey of Safe Region Based Techniques
- Data integration and genomic medicine
- Data review of an ongoing telehealth programme in a tertiary paediatric hospital
- Designing new methodologies for integrating biomedical information in clinical trials
- Desteller: A system for destination prediction based on trajectories with privacy protection
- Destination Prediction by Identifying and Clustering Prominent Features from Public Trajectory Datasets
- Differentially private counting of users' spatial regions
- Diversifying Top-k Routes with Spatial Constraints
- ETAS: Energy and thermal-aware dynamic virtual machine consolidation in cloud data center with proactive hotspot mitigation
- Efficient Mining of Platoon Patterns in Trajectory Databases
- Efficient graph based approach to large scale role engineering
- Enterprise Content Management Systems-use Supports Standardized Business Processes
- Exploiting velocity distribution skew to speed up moving object indexing
- Finding lowest-cost paths in settings with safe and preferred zones
- Finding the optimal location and keywords in obstructed and unobstructed space
- Fuzzy clustering: A historical perspective
- GOAL: a clustering-based method for the group optimal location problem
- HomeSeeker: A visual analytics system of real estate data
- HyperX: A Scalable Hypergraph Framework
- Incremental Satisfiability and Implication for UTVPI Constraints
- K-Regret Queries Using Multiplicative Utility Functions
- LIMTopic: A Framework of Incorporating Link Based Importance into Topic Modeling
- Latency-Aware Application Module Management for Fog Computing Environments
- Local archives and community collecting in the digital age
- MARS: Mobile Application Relaunching Speed-up through Flash-Aware Page Swapping
- MapReduce based location selection algorithm for utility maximization with capacity constraints
- MicroRNA Microarray Data Analysis in Colon Cancer: Effects of Normalization
- Microarrays and Colon Cancer in the Road for Translational Medicine
- Moving kNN query processing in metric space based on influential sets
- Musicología, informática y la vihuela en el siglo XXI
- ONTOFUSION: Ontology-based integration of genomic and clinical databases
- On the Hardness and Approximation of Euclidean DBSCAN
- Opportunistic sampling-based query processing in wireless sensor networks
- Panel Whiz and the Australian Longitudinal Data Infrastructure in Economics
- Processing Moving kNN Queries Using Influential Neighbor Sets
- Protecting privacy for distance and rank based group nearest neighbor queries
- Real-time continuous intersection joins over large sets of moving objects using graphic processing units
- Scalable and fast SVM regression using modern hardware
- Seamless SDI Design by Using UML Modelling
- Search Result Diversity Evaluation Based on Intent Hierarchies
- Service Value in IT Outsourcing
- SmartVM: a SLA-aware microservice deployment framework
- Smooth Scan: robust access path selection without cardinality estimation
- Solving the data sparsity problem in destination prediction
- The CASE histogram: privacy-aware processing of trajectory data using aggregates
- The New Zealand Conference on Database Integration and Linked Employer-Employee Data
- The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality
- The flexible socio spatial group queries
- The hvtree: A memory hierarchy aware version index
- The maximum trajectory coverage query in spatial databases
- The min-dist location selection and facility replacement queries
- Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability
- Thesaurus and ontology structure: Formal and pragmatic differences and similarities
- Topology Dissemination for Reliable One-Hop Distributed Hash Tables
- Towards a Painless Index for Spatial Objects
- Traffic Information Publication with Privacy Preservation
- Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs
- Using natural language processing and VetCompass to understand antimicrobial usage patterns in Australia
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Journal Articles Unrefereed Letters Or Notes
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Major Reference Works
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Other Refereed Contribution To Refereed Journals
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Patents
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Research Book Chapters