Page sub nivigation

Researcher Profiles

Name

Position

Affiliation

Interests

1

Hussein Abbass

Professor

UNSW@ADFA

Complex Systems, Computational Intelligence, Data Mining, Computer Generated Stories, Air Traffic Management

2

A. ANBULAGAN

Research Scientist

ANU, NICTA

Automated Reasoning, Propositional Satisfiability (SAT), Constraint Satisfaction (CSP), Search in AIApplications: Diagnosis, Planning, Scheduling and Timetabling

3

Peter Andreae

Senior Lecturer

Victoria Uni of Wellington (VUW)

Machine Learning, Learning structured knowledge, Learning Behaviour

4

Johnston Andrew

Senior Lecturer

UTS

Interaction design, music performance and computer music

5

Daniel Angus

Lecturer

University of Queensland

Multiple Objective Optimisation, Ant Colony Optimisation, Swarm Intelligence, Evolutionary Computation, Conceptual Mapping

6

James Bailey

Associate Professor

 

Melbourne Uni.

Data mining, machine learning

7

Timothy Baldwin

Associate Professor

 

Melbourne Uni.

Computational linguistics, web mining, machine learning, Language technology

8

David Ball

Research Fellow

University of Queensland

Robotics, adaptation, modelling, learning, navigation, control, coordination, RoboCup / Robot Soccer

9

Marconi BARBOSA

Researcher NICTA

ANU

Harmonic Analysis on Groups, Graphic Models, Visual Neuroscience, Structural protein Bioinformatics

10

Mike Barley

Senior Lecturer

University of Auckland

Heuristics, search, planning, agents, and abstraction

11

Peter BAUMGARTNER

NICTA,  Principal Researcher

ANU

Automated theorem proving, knowledge representation, logic programming

12

David Billington

Associate Professor

Griffith University

Non-monotonic reasoning, commonsense reasoning, Defeasible Logic, Plausible Logic

13

Michael Blumenstein

Associate Professor

Griffith University

Neural Networks, Pattern Recognition, Document Analysis and Recognition, Machine Learning, Artificial Intelligence Applications

14

Scott Bolland

Senior Research Fellow

University of Queensland

High-level reasoning, perception and creativity

15

Adi BOTEA

NICTA Researcher

ANU

AI planning, heuristic search, search methods for optimization problems, path planning, constraint programming, AI in games

16

Mike Brooks

Professor

Uni. of Adelaide

Computer vision, video surveillance, image analysis

17

Peter Bruza

Professor

Queensland Uni of Tech.

Abduction, quantum interaction, information retrieval

18

Rajkumar Buyya

Professor

Melbourne Uni.

Network-based Computer Architecture and Operating Systems, Parallel and Distributed Computing Systems (Cluster, Grid, Cloud, and Peer-to-Peer systems), Utility Computing, Internet-scale Service-Oriented Software Engineering

19

Michael Cameron-Jones

Lecturer

UTAS

Machine Learning, Computer Vision

20

Sanjay Chawla

Professor

University of Sydney

research interests: data mining, outlier detection, spatio-temporal analysis

21

Li CHENG

Researcher NICTA

ANU

machine learning and computer vision

22

Andrew Chiou

Lecturer

Central Queensland Uni.

games, robots, expert, systems

23

Jeremy DAWSON

Researcher Fellow

ANU

Formal verification; Automated theorem proving, especially in relation to metalogic and cut-elimination, termination of term-rewriting; Functional programming

24

John Debenham

Professor

UTS

Design of knowledge-based systems, multi-agent systems.

25

Hepu Deng

Professor

RMIT University

Decision analysis, intelligent systems, digital business, knowledge management, electronic government, and their applications in business.

26

Ke Deng

Research Fellow

University of Queensland

Data matching, data quality control, spatial database management and processing.

27

Didar Zowghi

Professor

UTS

Knowledge Based Software Engineering, Knowledge Engineering and Requirements Engineering

28

Mark Dras

Associate professor

Macquarie Uni.

Natural language processing, computational linguistics, machine translation

29

Ernest Edmonds

Professor

UTS

 

30

Vladimir Estivill-castro

Professor

Griffith University

Integrated Intelligence, Intelligent Pattern Analysis, Machine Learning,Roboics, Data Mining

31

Norman Foo

Professor

UNSW

Agent trust and reputation. Logic programming. Game theory and negotiation. Belief merging

32

Marcus Frean

Senior Lecturer

Victoria Uni of Wellington (VUW)

Machine learning, Gaussian processes, deep belief nets, reinforcement learning, complex adaptive systems, natural computation

33

Gabriel Fung

Research Fellow

Arizona State University

Classification,,Feature Selection,,Entity Resolution,,Time Series Mining

34

Marcus Gallagher

Senior Lecturer

University of Queensland

Metaheuristic Optimization, Estimation of Distribution Algorithms, Machine Learning, Statistical modelling, Evolutionary Computation

35

Junbin Gao

Professor

Charles Sturt Uni.

Machine Learning, Kernel Machine Methods, Bayesian Inference, Nonlinear Dimensionality Reduction, Pattern Recognition in Computer Vision, Computer Graphics

36

Raj Gopalan

Senior Lecturer

Curtin Uni. of Tech.

Data mining, knowledge discovery, frequent patterns, utility mining

37

Rajeev GORÉ

Professor

ANU

Logics in artificial intelligence, tableau methods for modal and temporal logics, logics of space and time, deontic logic

38

David Green

Professor

Monash University

Artificial life,Complex adaptive systems, Evolutionary computation, Natural computation, Self-organization

39

Tara Hamilton

Lecturer

University of Queensland

Neuromorphic, Biologically-inspired technology, Integrated Circuit Design

40

James Harland

Associate Professor

RMIT University

Agents, automated reasoning, mathematical logic

41

Xiangjian He

Professor

UTS

Intelligent Vision, Data Mining, and Machine Learning

42

Jing He

Research fellow

Victoria Uni

Data mining, mathematical programming, web service

43

Anton Hengel

Professor

Uni. of Adelaide

Interactive image-based modelling, large-scale video surveillance, and image-based search of multi-million image databases.

44

Achim Hoffmann

Associate Professor

UNSW

Knowledge Acquisition, Natural Language Processing, Machine Learning

45

Maolin Huang

Associate Professor

UTS

Visual Analytics, Multi-Structured Social Network Visualization, Stock Market Visual Analytics, Visual Intrusion Detection.

46

Zi(Helen) Huang

Lecturer

University of Queensland

Multimedia retrieval, Information system, video search

47

Marcus HUTTER

Professor

ANU

Universal AI, inductive reasoning, reinforcement learning, information theory,Bayesian statistics.

48

Igor Hawryszkiewycz

Professor

UTS

Business networks, social structures, knowledge management and collaboration to provide dynamic capabilities

49

Zahidul Islam

Lecturer

Charles Sturt Uni.

Clustering, Classification, Privacy in Data Mining

50

Ray Jarvis

Professor

Monash University

Intelligent Robotics, Computer Vision, Pattern Recognition, Mobile Robot Navigation, Evolutionary Computing, Computational Geometry

51

Byeong-ho Kang

Associate Professor

UTAS

Knowledge Acquisition, Expert System, World Wide Web, Ripple Down Rules

52

Phil KILBY

NICTA Sr Researcher

ANU

Search, AI/OR Interface, Meta-heuristics

53

Lindsay Kleeman

Associate Professor

Monash University

Mobile robot localisation, mapping and sensing

54

Andy Koronios

Professor

UNISA

Electronic commerce, information quality, IT-mediated business models, enterprise architechture and information governance

55

Ryszard Kowalczyk

Professor

Swinburne Uni

Intelligent agents, multi-agent systems, automated negotiation, multi-agent learning, self-organisation

56

Charles Lakos

Lecturer

Uni. of Adelaide

Formal Methods, Petri Nets, Object Petri Nets, Object-orientation, Object-oriented analysis and design, Concurrency, Networking

57

Chris Leckie

Associate Professor

Melbourne Uni.

Data mining, machine learning, anomaly detection, scalable methods

58

Xue Li

Associate Professor

University of Queensland

Data Mining, Multimedia Data Security, Database Systems, and Intelligent Web Information Systems.

59

Yuefeng Li

Professor

Queensland Uni of Tech.

Web Intelligence, Ontology Learning, Data Mining, Text Mining, and Information Retrieval

60

Sanjiang Li

Associate Professor

UTS

Knowledge representation and reasoning, spatial reasoning, constraint solving

61

Xiaodong Li

Senior Lecturer

RMIT University

Swarm Intelligence, Evolutionary Computation, Evolutionary Multiobjective Optimization, Optimization in Dynamic Environments, Machine Learning, Neural Networks, Complex Systems, and Artificial Life

62

Wanquan Liu

Associate Professor

Cutrin Uni. of Tech.

Face recognition, computer vision, surveillance, signal processing and singular systems

63

John LLOYD

Professor CSL

ANU

Computational logic, agents, machine learning

64

Jie Lu

Professor

UTS

1) intelligent decision support systems; 2) e-service intelligence; 3) uncertain information process; 4) warning systems; 5) multi-criteria and multi-level decision-making

65

Wei Luo

Research Fellow

University of Queensland

Data Mining, Machine Learning, and Statistical Data Analysis

66

Madhu Goyal

Lecturer

UTS

Multi-agent Systems, Knowledge Based Systems, Electronic Negotiation

67

Kimbal Marriott

Professor

Monash University

Constraint programming, diagrammatic reasoning, constraint-based graphics

68

Mary-Anne Williams

Professor

UTS

Knowledge Representation and Reasoning, AI and Law, Cognitive Agents, Robotics, Belief Revision, Decision Making, Risk Management, Strategic Management

69

Bernd Meyer

Associate Professor

Monash University

Natural Computation and Self-Organized Systems (o Collective Decision Making; o Optimization in Nature; o Nature-Inspired Meta-Heuristics for Stochastic Optimization), * Constraint Handling in (Nature-Inspired) Meta-Heuristics, * Advanced Visual Interfaces (o Gesture Recognition;o Sketch-Recognition)

70

ALDER Mike

Lecturer

Uni. of Western Australia (UWA)

 

71

Michael Milford

Research Fellow

University of Queensland

Robotics, AI, navigation, biomimetic, computer vision

72

Abhaya Nayak

Senior Lecturer

Macquarie Uni.

Commonsense Reasoning, Belief Change, Multi-agent Systems, Knowledge Representation

74

Richi Nayak

Associate Professor

Queensland Uni of Tech.

Data Mining, Clustering, Web Personalisation, XML Data Management

75

Kee Siong NG

Principal data scientist , NICTA

ANU

Symbolic machine learning, reasoning under uncertainty, knowledge representation, higher-order logic, logic and probability

76

Ann Nicholson

Associate Professor

Monash University

Bayesian networks, knowledge engineering, applications

77

Michael NORRISH

NICTA Senior Researcher

 

ANU

Interactive theorem-proving; mechanised mathematics, formal methods

78

Li Nu

Research Associate

UTS

 

79

Mehmet Orgun

Professor

Macquarie Uni.

Intelligent agents, temporal reasoning, trust management, temporal databases

80

Maurice Pagnucco

Associate Professor

UNSW

Artificial intelligence on the areas of knowledge representation and reasoning, belief change, cognitive robotics and reasoning about action and change.

81

Andrew Paplinski

Associate Professor

Monash University

Computational Neuroscience, Computational Intelligence, Neural Networks, Computer Vision, Image and ignal Processing

82

Patrick Peursum

Lecturer

Curtin Uni. of Tech.

Human motion tracking and analysis, Activity recognition, Statistical methods and learning, Computer vision

83

Tuan Pham

Associate Professor

UNSW@ADFA

Bioinformatics, Image Analysis, Pattern Recognition

84

Massimo Piccardi

Professor

UTS

Computer vision, Image analysis, Video analysis, Pattern recognition

85

J. Ross Quinlan

Professor

Rulequest Research Pty Ltd,NSW, Australia

Data mining, machine learning, plausible reasoning

86

Mark REID

Research Fellow CSL

ANU

Learning Theory, Kernel Methods, Transfer Learning, Relational Learning

87

Jochen RENZ

Associate Professor

ANU

Spatial reasoning, temporal reasoning, knowledge representation, constraint satisfaction, efficient algorithms

88

Jim Reye

Senior Lecturer

Queensland Uni of Tech.

Intelligent Tutoring Systems, and Automated Reasoning

89

Debbie Richards

Associate Professor

Macquarie Uni.

Knowledge acquisition, knowledge based systems, agents, virtual reality

90

Jussi RINTANEN

NICTA Researcher

ANU

Automated reasoning, search, planning, diagnosis

91

Andy Russell

Associate Professor

Monash University

Chemical sensing robots, robot tactile sensing, biomimetics

92

Claude Sammut

Professor

UNSW

Machine Learning, Robotics, Logic Programming, Conversational Agents

93

Abdul Sattar

Professor

Griffith University

Knowledge representation and reasoning, constraint satisfaction, intelligent scheduling, rational agents, propositional satisfiability, temporal reasoning, temporal databases, and bioinformatics.

94

Peter Schachte

Lecturer

Melbourne Uni.

Knowledge compilation, Boolean approximation, Abstract interpretation, Programming languages

95

Jennifer Seberry

Professor

University of Wollongong

Compomputer security,Hadamard matrices, combinatorial algorithms

96

HengTao Shen

Professor

University of Queensland

Media (Video)/Web Search, Multimedia/Web/Spatial/Genome Database Management, Nonlinear/Local , Dimensionality Reduction, Indexing and Query Processing, P2P Database Management

97

Simeon Simoff

Professor

University of Western Sydney

visual analytics, data mining, intelligent virtual agents, design computing, internet mathematics

98

Andrew Skabar

Senior Lecturer

La Trobe Uni

 

99

Harald Søndergaard

Associate Professor

Melbourne Uni.

Automated deduction, Boolean approximation, Clone theory, Constraint solving

100

Andy Song

Lecturer

RMIT University

Learning, Genetic Programming and Image Processing

101

Jan Stanek

Program Director

UNISA

Health informatics, Clinical decision support systems, Human varioma DSS

102

Leon Sterling

Professor

Swinburne University of Technology

Agent-oriented software engineering

103

Peter Stratton

Research Fellow

University of Queensland

Neural modelling, brain oscillations, temporal coding

104

Peter SUNEHAG

Researcher NICTA

ANU

Statistical Machine Learning

105

Willy Susilo

Professor

University of Wollongong

Digital Signature, Authentication, Cryptography, Security

106

Tele Tan

Associate Professor

Cutrin Uni. of Tech.

Pattern recognition, face recognition, surveillance and security systems

107

Vanessa Teague

Research Fellow

 

Melbourne Uni.

Electronic voting, with a focus on cryptographic schemes for end-to-end verifiable elections

108

Sylvie THIÉBAUX

Professor

 

ANU

Planning & scheduling, diagnosis, search

109

Thomas Bräunl

 

Professor

 

Uni. of Western Australia (UWA)

Mobile Robots, Automotive Systems, Driver-Assistance-Systems, Embedded Systems, Embedded Robotics, Robot Simulation Systems, Biped wealking robots, AUV, UAV, EyeBot

110

Bruce Thomas

Professor

UNISA

Wearable Computers, Tabletop Interactions, Augmented Reality, and User Interaction.

111

David Tien

Senior Lecturer

Charles Sturt Uni.

Artificial intelligence, Image and signal processing, Telecommunications, Data mining

 

112

Kaiming Ting

Associate Professor

Monash University

Machine Learning (ensemble methods, anomaly detection, cost-sensitive learning)

113

Dian Tjondronegoro

Associate Professor

 

Queensland Uni of Tech.

User-centred annotation and summarisation of multimedia information, Delivering adaptive and optimised video quality for mobile and emerging platforms. Applying principles of interaction design and cognitive science for delivery of smart services in emerging platforms

114

Ron van der Meyden

Professor

UNSW

Temporal and Epistemic Logic for Multi-agent Systems.

115

Toby Walsh

Professor

UNSW

Constraint programming, automated reasoning, knowledge representation and reasoning, propositional satisfiability

116

Dianhui Wang

Associate Professor

La Trobe Uni

Bioinformatics, image retrieval, data mining, computational intelligence, intelligent systems

117

Kewen Wang

Associate Professor

Griffith University

Knowledge Representation, Logic Programming, Semantic Web, Ontologies, Computational Logic, Artificial Intelligence

118

Yan Wang

Associate Professor

Macquarie Uni.

Trust Computing, E-commerce, Agent and Security

120

Jim Warren

Professor

University of Auckland

Clinical decision support systems, medical data mining, healthcare robotics

121

Ian Watson

Associate Professor

University of Auckland

Case-Based Reasoning, Game AI, Knowledge Management, Applied AI

122

Geoff Webb

Professor

Monash University

Machine Learning; Data Mining

123

Wenjing Jia

Lecturer

UTS

Image/video processing and analysis, computer vision, pattern recognition

124

Geoff West

Professor

Curtin Uni. of Tech.

Geographical information systems, remote sensing, machine learning, pattern recognition, the semantic web

125

Janet Wiles

Professor

University of Queensland

Complex systems, Thinking Systems, computational modelling, computational neuroscience, naturally intelligent systems

126

Graham Williams

Consultant/Professor

ATO

Data mining, predictive analytics, artificial intelligence in government, statistical software, exploratory data analysis

127

Bill Wilson

Associate Professor

UNSW

Cognitive modelling, Neural networks, Tensor product networks, Relational reasoning

128

Wayne Wobcke

Associate Professor

UNSW

Intelligent agents, personal assistants, dialogue management

129

Terry WOODINGS

Adjunct Professor

Uni. of Western Australia (UWA)

Expert Systems, Ethical constraints on the use of Robots, High Integrity systems within AI.

130

Gordon Wyeth

Professor

 

Queensland University of Technology

Robotics, Neurocognitive Models, Evolution of Language

131

Richard Xu

Senior Lecturer

UTS

 

132

Yue Xu

Senior Lecturer

Queensland Uni of Tech.

Data mining, Web based recommender systems, Web personalization and Cross-language information retrieval

133

Wai Yeap

Professor

Auckland Uni. of Tech.

Cognition, robot and cognitive mapping, natural language understanding, symbol grounding

134

Chung-Hsing Yeh

Professor

Monash University

Intelligent Decision Support, Systems, Fuzzy Logic and Neural Network Applications, Multicriteria, Decision analysis, Performance Evaluation, Operations and Transport Systems Planning and Management

135

Xinghou Yu

Professor

RMIT University

Neural networks, fuzzy systems, intelligent modelling and optimisation, and intelligent control

136

Pisan Yusuf

Associate Professor

UTS

Computer games, interactive entertainment, qualitative reasoning

137

John Zeleznikow

Professor

Victoria Uni

Knowledge Discovery from Databases, Machine Learning, Decision Support Systems

138

Yanchun Zhang

Professor

Victoria Uni

Web community mining and analysis, Web Mining, Clustering, Social Network Analysis

139

Kebing Zhang

Research Fellow

Macquarie Uni

Data Mining, Graph Algorithms and Applications

140

Rui Zhang

Senior Lecturer

Melbourne Uni

Multidimensional data management, Spatial temporal data management, data mining, data streams

141

Chengqi Zhang

Professor

UTS

Data Mining, Agent Technology, Knowledge based systems

142

Shichao Zhang

Associate Professor

UTS

Machine learning, data mining, missing data imputation

143

Huaifeng Zhang

Senior Data Mining Analyst

Department of Human Services, Australia

Data Mining, Pattern Recognition, Machine Learning, Behaviour Analysis and Computer Vision

144

Guangquan Zhang

Associate Professor

UTS

Fuzzy logic, decision making, uncertain information processing, optimization, computational intelligence

145

Minjie Zhang

Associate Professor

University of Wollongong

Agent and multiagent Technology, learning and modelling in complex systems, computational intelligence, data mining and knowledge discovery

146

Yanchang Zhao

Senior Data Mining Analyst

Department of Human Services, Australia

Sequential Patterns, Association Rules, Clustering, Outlier Detection, and Time Series Analysis

147

Lihong Zheng

Lecturer

Charles Sturt Uni.

Machine learning and image processing, Specifically objects detection and identification, computer vision system, robotics.

148

Xiaofang Zhou

Professor

University of Queensland

Databases, data quality, data mining and information systems

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