Subject area for
-
Faculty Member
- A/PROF Egemen Tanin Faculty Member
- A/PROF Simon Milton Faculty Member
- DR Jianzhong Qi Faculty Member
- DR Renata Borovica-Gajic
- MR Luke Buizen
- PROF James Bailey Faculty Member
- PROF Rui Zhang Faculty Member
-
Conference Papers Refereed
- A Domain Independent Approach for Extracting Terms from Research Papers
- A Randomized Path Routing Algorithm for Decentralized Route Allocation in Transportation Networks
- A time-dependent enhanced support vector machine for time series regression
- A unified framework for authenticating privacy preserving location based services
- Accelerating spatial join operations using bit-indices
- An adaptive algorithm for online time series segmentation with error bound guarantee
- BiomRKRS: A Biomarker Retrieval and Knowledge Reasoning System
- Collection-Based Compression using Discovered Long Matching Strings
- Combining Range-Based and Range-Free Methods: A Unified Approach for Localization
- Constructive real time feedback for a temporal bone simulator
- Count or not to count: Counting challenges for big spatial data analytics
- 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
- Developing and Testing a 3D Cadastral Data Model- A Case Study in Australia
- Eco Evidence Database: a distributed modelling resource for systematic literature analysis in environmental science and management
- Efficient Subgraph Matching Using GPUs
- Efficient computation of trips with friends and families
- 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
- 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
- Group Nearest Neighbor Queries for Fuzzy Geo-Spatial Objects
- INSQ: An Influential Neighbor Set Based Moving kNN Query Processing System
- Identifying at-risk students in massive open online courses
- Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
- Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
- K-nearest neighbor temporal aggregate queries
- Linking News and Tweets
- Location-Based Social Network Capital
- Location-based Social Networking for Obtaining Personalised 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
- Pattern-based real-time feedback for a temporal bone simulator
- Protection of sensitive trajectory datasets through spatial and temporal exchange
- 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
- Skyline Trips of Multiple POIs Categories
- The safest path via safe zones
- Top-k Most Influential Location Selection
- Top-k Most Influential Location Selection
- Trip Planning Queries for Subgroups in Spatial Databases
-
Consultancy
-
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
-
Edited Books
-
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
- 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?
- Democratising Big Machine Learning
- EFFECTIVE ALGORITHMS FOR DISH RECOMMENDATION THROUGH DEEP-LEARNING USERS FOOD INTERESTS
- Getting the facts on stem cell research: facilitating access to accurate information about stem cell research to the Australian public and healthcare providers
- 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
-
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
- An agent- and ontology-based system for integrating public gene, protein, and disease databases
- 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
- BioC interoperability track overview
- Building More Robust Multi-Agent Systems Using a Log-based Approach
- ComMapReduce: An improvement of MapReduce with lightweight communication mechanisms
- Data integration and genomic medicine
- Data review of an ongoing telehealth programme in a tertiary paediatric hospital
- DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection
- Designing new methodologies for integrating biomedical information in clinical trials
- Destination Prediction by Identifying and Clustering Prominent Features from Public Trajectory Datasets
- Efficient graph based approach to large scale role engineering
- Efficient mining of platoon patterns in trajectory databases
- Enterprise Content Management Systems-use Supports Standardized Business Processes
- Exploiting velocity distribution skew to speed up moving object indexing
- Incremental satisfiability and implication for UTVPI constraints
- LIMTopic: A Framework of Incorporating Link Based Importance into Topic Modeling
- 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
- Musicología, informática y la vihuela en el siglo XXI
- ONTOFUSION: Ontology-based integration of genomic and clinical databases
- 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
- Real-time continuous intersection joins over large sets of moving objects using graphic processing units
- Seamless SDI Design by Using UML Modelling
- Service Value in IT Outsourcing
- Solving the data sparsity problem in destination prediction
- The CASE histogram: privacy-aware processing of trajectory data using aggregates
- The HV-tree: a Memory Hierarchy Aware Version Index
- The New Zealand Conference on Database Integration and Linked Employer-Employee Data
- The min-dist location selection and facility replacement queries
- The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality
- Theory, abstraction and design in Medical Informatics
- 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
-
Journal Articles Unrefereed Letters Or Notes
-
Major Reference Works
-
Other Refereed Contribution To Refereed Journals
-
Patents
-
Research Book Chapters