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Prof

Tony Wirth

Professor - Computer Science
Computing And Information Systems
Algorithms for processing text; graph algorithms; streaming algorithms
Psychometric Function Estimation
science & technology
technology
computer science
computer science, theory & methods
computer science, information systems
computer science, artificial intelligence
mathematics
Tony Wirth's Profile Picture
Prof

Tony Wirth

 
Division
Engineering
 
Primary Interest
Data Mining and Machine Learning
Tony Wirth's Profile Picture
Prof

Tony Wirth

 

Dr Tony Wirth is Professor in the School of Computing and Information Systems at The University of Melbourne.

He completed a BSc(Hons) and MSc at the University of Melbourne; supported by a Gordon Wu Fellowship, he completed an MA and PhD at Princeton University.

Wirth has previously been the Seminar and Excellence Coordinator in the Department of Computer Science and Software Engineering. Wirth has a significant publication record in, amongst others, approximation and graph algorithms, bioinformatics, and data mining. He has refereed for numerous international journals and served on several conference program committees. Wirth's teaching has been commended both at the department and school level.

Projects

Displaying the 14 most recent projects by Tony Wirth.

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Exploring The Ethical Implications Of Ai Bias As A Result Of Workforce Gender Imbalance

2020 - 2020
Active
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Approximate Structures For Efficient Processing Of Data Streams

This project aims to increase the volume of streamed data that can be handled on a low-powered device with limited memory. In finance, healt..

2019 - 2021
Active
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Technology Transforming Markets: Large-Scale Field Experiments In Electricity Use

Advances in information technology are transforming electricity markets. Victoria is rolling out ‘smart’ meters, which record half-hourly co..

2015 - 2018
Completed
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Technology Transforming Markets: Large-Scale Field Experiments In Electricity Use

Advances in information technology are transforming electricity markets. Victoria is rolling out ‘smart’ meters, which record half-hourly co..

2015 - 2018
Completed
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Technology Transforming Markets: Large-Scale Field Experiments In Electricity Use

Advances in information technology are transforming electricity markets. Victoria is rolling out ‘smart’ meters, which record half-hourly co..

2015 - 2018
Completed
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Data Retrieval From Massive Information Structures

Information search is an essential tool. But most current services regard the data as unstructured collections of independent documents, fre..

2014 - 2017
Completed
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Energy Consumption Predictive Modelling.

2013 - 2013
Completed
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Next-Generation Techniques For Analyzing Massive Data Sets

To process enormous amounts of data, leading computing companies are turning to modern computing frameworks, for which little theory of effi..

2012 - 2017
Completed
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Efficient And Effective Algorithms For Searching Strings In Secondary Storage

Pattern searching is fundamental to a wide range of computing applications, including web search and bioinformatics. In this project we will..

2011 - 2014
Completed
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Efficient Synchronisation Of Large Repositories

Accuracy and maintenance of vast quantities of data are essential for any modern society. The economy, health institutes and industries, and..

2010 - 2013
Completed
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Consensus Clustering

2008 - 2008
Completed
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"Fast, Practical And Effective Algorithms For Clustering With Advice"

To maintain a safe and healthy society, government and industry need high quality immunization and national security databases. Since we can..

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Analyzing Algorithums For Clustering With Advice - Melbourne Early Career Researcher Grant Scheme 2006

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Estimation Of Parameters In Multi-Wave Stochastic Disease Transmission Models

14

Projects

Project Types

11

Research Grant

2

Research Contracts

1

Internal Research Grant

Scholarly Works

Displaying the 65 most recent scholarly works by Tony Wirth.

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Result-sensitive binary search with noisy information

NS Epa, J Gan, A Wirth

Conference Proceedings  |  2019  |  Leibniz International Proceedings in Informatics, LIPIcs

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Metric-Constrained Optimization for Graph Clustering Algorithms

Nate Veldt, David F Gleich, Anthony Wirth, James Saunderson

Journal article  |  2019  |  SIAM Journal on Mathematics of Data Science

We outline a new approach for solving linear programming relaxations of NP-hard graph clustering problems that enforce triangle in..

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Learning resolution parameters for graph clustering

N Veldt, DF Gleich, A Wirth

Conference Proceedings  |  2019  |  The World Wide Web Conference on - WWW '19

Finding clusters of well-connected nodes in a graph is an extensively studied problem in graph-based data analysis. Because of its..

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Correlation clustering generalized

DF Gleich, N Veldt, A Wirth

Conference Proceedings  |  2018  |  Leibniz International Proceedings in Informatics, LIPIcs

We present new results for LambdaCC and MotifCC, two recently introduced variants of the well-studied correlation clustering probl..

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A Correlation Clustering Framework for Community Detection

Nate Veldt, David F Gleich, Anthony Wirth

Conference Proceedings  |  2018  |  Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18

Graph clustering, or community detection, is the task of identifying groups of closely related objects in a large network. In this..

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Precedence-constrained min sum set cover

J McClintock, J Mestre, A Wirth

Conference Proceedings  |  2017  |  Leibniz International Proceedings in Informatics, LIPIcs

We introduce a version of the Min Sum Set Cover (MSSC) problem in which there are "AND" precedence constraints on the m sets. In t..

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Correlation Clustering with Low-Rank Matrices

N Veldt, AI Wirth, DF Gleich

Conference Proceedings  |  2017  |  Proceedings of the 26th International Conference on World Wide Web

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A cost model for long-term compressed data retention

K Liao, A Moffat, M Petri, A Wirth

Conference Proceedings  |  2017  |  Proceedings of the Tenth ACM International Conference on Web Search and Data Mining - WSDM '17

© 2017 ACM. Vast amounts of data are collected and stored every day, as part of corporate knowledge bases and as a response to leg..

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Practical adaptive search trees with performance bounds

K Fray, K Morgan, A Wirth, J Zobel

Conference Proceedings  |  2017  |  Proceedings of the Australasian Computer Science Week Multiconference on - ACSW '17

© 2017 Copyright held by the owner/author(s). Publication rights licensed to ACM. Dynamic binary search trees are a fundamental cl..

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On approximating target set selection

M Charikar, Y Naamad, A Wirth

Conference Proceedings  |  2016  |  Leibniz International Proceedings in Informatics, LIPIcs

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Effective Construction of Relative Lempel-Ziv Dictionaries

K Liao, M Petri, A Moffat, A Wirth

Conference Proceedings  |  2016  |  Proceedings of the 25th International Conference on World Wide Web - WWW '16

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Incidence Geometries and the Pass Complexity of Semi-Streaming Set Cover

A Chakrabarti, A WIRTH

Conference Proceedings  |  2016  |  Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms

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Efficient Parallel Algorithms for k-Center Clustering

Jessica McClintock, Anthony Wirth

Conference Proceedings  |  2016  |  2016 45th International Conference on Parallel Processing (ICPP)

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Access Time Tradeoffs in Archive Compression

M Petri, A Moffat, PC Nagesh, A Wirth

Conference Proceedings  |  2015  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Correlation Clustering in Data Streams

KJ Anh, G Cormode, S Guha, A McGregor, A WIRTH

Conference Proceedings  |  2015  |  32nd International Conference on Machine Learning, ICML 2015

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Large-Scale Pattern Search Using Reduced-Space On-Disk Suffix Arrays

Simon Gog, Alistair Moffat, J Shane Culpepper, Andrew Turpin, Anthony Wirth

Journal article  |  2014  |  IEEE Transactions on Knowledge and Data Engineering

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Blended Dictionaries for Reduced-Memory Lempel-Ziv Corpus Compression

J Tong, AI WIRTH, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 2014 Australasian Document Computing Symposium on - ADCS '14

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Compact Auxiliary Dictionaries for Incremental Compression of Large Repositories

J Tong, AI WIRTH, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14

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Principled Dictionary Pruning for Low-Memory Corpus Compression

J Tong, AI Wirth, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval

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Using Inter-file Similarity to Improve Intra-file Compression

A Molfetas, AI Wirth, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 2014 IEEE International Congress on Big Data

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Lazy and eager approaches for the set cover problem

CL Lim, A Moffat, A Wirth

Conference Proceedings  |  2014  |  Proceedings of the Thirty-Seventh Australasian Computer Science Conference

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Scalability in Recursively Stored Delta Compressed Collections of Files

A Molfetas, AI Wirth, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the Second Australasian Web Conference

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Storing a Collection of Differentially Compressed Files Recursively

A Molfetas, AI Wirth, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 2014 IEEE International Congress on Big Data

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Graph Representations and Applications of Citation Networks

M Petri, A Moffat, AI WIRTH

Conference Proceedings  |  2014  |  Proceedings of the 2014 Australasian Document Computing Symposium on - ADCS '14

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Preface

A Wirth

Book Chapter  |  2013  |  Conferences in Research and Practice in Information Technology Series

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Resolving Rooted Triplet Inconsistency by Dissolving Multigraphs

A CHESTER, R Dondi, AI Wirth

Conference Proceedings  |  2013  |  Theory and Applications of Models of Computation

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Identification of Binary Gene Networks

Jean-Camille Birget, Desmond S Lun, Anthony Wirth, Dawei Hong

Conference Proceedings  |  2012  |  Proceedings of the 50th Annual Allerton Conference on Communication, Control and Computing

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A Theoretical Approach to Gene Network Identification

Jean-Camille Birget, Desmond S Lun, Anthony Wirth, Dawei Hong

Conference Proceedings  |  2012  |  Proceedings of the 2012 IEEE Information Theory Workshop

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Collection-based compression using discovered long matching strings

A Peel, A Wirth, J Zobel

Conference Proceedings  |  2011  |  Proceedings of the 20th ACM international conference on Information and knowledge management (CIKM'11)

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The query complexity of estimating weighted averages

Amit Chakrabarti, Venkatesan Guruswami, Andrew Wirth, Anthony Wirth

Journal article  |  2011  |  Acta Informatica

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Automatic generation of protein structure cartoons with Pro-origami

Alex Stivala, Michael Wybrow, Anthony Wirth, James C Whisstock, Peter J Stuckey

Journal article  |  2011  |  Bioinformatics

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Stateless and efficient boundary simplification of phenomena in sensor networks

SH Tse, L Kulik, E Tanin, A Wirth

Conference Proceedings  |  2011  |  Proceeding of the Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2011)

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On Optimal Arrangements of Binary Sensors

Parvin Asadzadeh, Lars Kulik, Egemen Tanin, Anthony Wirth

Conference Proceedings  |  2011  |  Spatial Information Theory

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Set cover algorithms for very large datasets

G Cormode, H Karloff, A Wirth

Conference Proceedings  |  2010  |  Proceedings of the 19th ACM International Conference on Information and Knowledge Management 2010

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Improved Consensus Clustering via linear programming

N Downing, PJ Stuckey, A Wirth

Conference Proceedings  |  2010  |  Proceedings of the 33rd Australasian Computer Science Conference 2010

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Adaptive psychophysical procedures, loss functions, and entropy

Elena Kelareva, James Mewing, Andrew Turpin, Anthony Wirth

Journal article  |  2010  |  Attention, Perception & Psychophysics

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Fast and accurate protein substructure searching with simulated annealing and GPUs

Alex D Stivala, Peter J Stuckey, Anthony I Wirth

Journal article  |  2010  |  BMC Bioinformatics

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Lock-free parallel dynamic programming

Alex Stivala, Peter J Stuckey, Maria Garcia de la Banda, Manuel Hermenegildo, Anthony Wirth

Journal article  |  2010  |  Journal of Parallel and Distributed Computing

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Engineering Burstsort: Toward fast in-place string sorting

R Sinha, A Wirth

Book Chapter  |  2010  |  ACM Journal on Experimental Algorithmics

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Correlation Clustering

AIW Wirth

Scholarly edition  |  2010

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A Polynomial Time Approximation Scheme for k-Consensus Clustering

Tom Coleman, Anthony Wirth

Conference Proceedings  |  2010  |  Proceedings of the 21st ACM/SIAM Symposium on Discrete Agorithms 2010

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Tableau-based protein substructure search using quadratic programming.

Alex Stivala, Anthony Wirth, Peter J Stuckey

Journal article  |  2009  |  BMC Bioinformatics

BACKGROUND: Searching for proteins that contain similar substructures is an important task in structural biology. The exact soluti..

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Correlation Clustering

Nicole Immorlica, Anthony Wirth

Book Chapter  |  2009

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Spectral clustering with inconsistent advice

T Coleman, J Saunderson, A Wirth

Conference Proceedings  |  2008  |  Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008)

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pattern discovery in motion time series via structure-based spectral clustering

X Wang, L Wang, A Wirth

Conference Proceedings  |  2008  |  Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

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A Local-Search 2-Approximation for 2-Correlation-Clustering

Tom Coleman, James Saunderson, Anthony Wirth

Conference Proceedings  |  2008  |  Algorithms - ESA 2008 (Lecture Notes in Computer Science)

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Ranking Tournaments: Local Search and a New Algorithm

Tom Coleman, Anthony Wirth

Conference Proceedings  |  2008  |  Proceedings of the 9th Workshop on Algorithm Engineering and Experiments 2008

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Engineering burstsort: Towards fast in-place string sorting

Ranjan Sinha, Anthony Wirth

Conference Proceedings  |  2008  |  7th International Workshop on Experimental Algorithms 2008

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Pattern discovery in motion time series via structure-based spectral clustering

Xiaozhe Wang, Liang Wang, Anthony Wirth

Conference Proceedings  |  2008  |  Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries - JCDL '08

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Are approximation algorithms for consensus clustering worthwhile?

Michael Bertolacci, Anthony Wirth

Conference Proceedings  |  2007  |  Proceedings of the Seventh International Conference on Data Mining

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Structure-based statistical features and multivariate time series clustering

Xiaozhe Wang, Anthony Wirth, Liang Wang

Conference Proceedings  |  2007  |  Proceedings of the IEEE International Conference on Data Mining

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New algorithms research for first year students

A Wirth, M Bertolacci

Conference Proceedings  |  2006  |  Proceedings of the 11th Annual Conference on Innovation and Technology in Computer Science Education

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New algorithms research for first year students

A Wirth, M Bertolacci

Conference Proceedings  |  2006  |  ACM SIGCSE Bulletin

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Asymmetry in k-center variants

Inge Li Gortz, Anthony Wirth

Journal article  |  2006  |  Theoretical Computer Science

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Clustering with qualitative information

M Charikar, V Guruswami, A Wirth

Journal article  |  2005  |  Journal of Computer and System Sciences

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Maximizing quadratic programs: extending Grothendieck's inequality

M Charikar, A Wirth

Conference Proceedings  |  2004  |  Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science (FOCS 04)

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Asymmetry in k-Center Variants

undefined Goertz, A WIRTH

Conference Proceedings  |  2003  |  Approximation, Randomization, and Combinatorial Optimization

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Clustering with qualitative information

M Charikar, V Guruswami, A Wirth

Conference Proceedings  |  2003  |  44th Annual IEEE Symposium on Foundations of Computer Science (FOCS'03)

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Asymmetry in k-center variants

IL Gortz, A Wirth

Journal article  |  2003  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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Clustering with qualitative information

M Charikar, V Guruswami, A Wirth

Conference Proceedings  |  2003  |  Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS

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Analyzing shared and team mental models

J Langan-Fox, A Wirth, S Code, K Langfield-Smith, A Wirth

Journal article  |  2001  |  International Journal of Industrial Ergonomics

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Informational complexity and the direct sum problem for simultaneous message complexity

A Chakrabarti, YY Shi, A Wirth, A Yao

Conference Proceedings  |  2001  |  Proceedings of the 42nd IEEE Symposium on Foundations of Computer Science (FOCS’01)

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Can we do without ranks in Burrows Wheeler transform compression?

AI Wirth, A Moffat

Conference Proceedings  |  2001  |  Proceedings of the Data Compression Conference

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Phat - a gene finding program for Plasmodium falciparum

S Cawley, A WIRTH, T Speed

Journal article  |  2001  |  Molecular and Biochemical Parasitology

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Analyzing shared mental models

J Langan-Fox, A Wirth, S Code, K Langfield-Smith, A Wirth

Conference Proceedings  |  2000  |  Proceedings of the XIVth Triennial Congress of the International Ergonomics Association and 44th Annual Meeting of the Human Factors and Ergonomics Association, 'Ergonomics for the New Millennium'

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Scholarly Works

Keyword Analysis

Computer Software and Services
Computation Theory and Mathematics
Artificial Intelligence and Image Processing
Data Format
Information Services
Library and Information Studies
Non-Oriented Research
Artificial Intelligence and Signal and Image Processing
Biochemistry and Cell Biology
Information Systems

Honours, Awards and Fellowships

2000

Gordon Wu Fellowship

Princeton University

1

Award

Credentials

Positions

Professor - Computer Science

Computing And Information Systems

Professional Member

Association for Computing Machinery

Professional Member

ACM SIG Algorithms and Computation Theory

Professional Member

ACM SIG Computer Science Education

Education

Doctor of Philosophy

Princeton University

Master of Arts

Princeton University

Master of Science

University of Melbourne

Bachelor of Science (Honours)

University of Melbourne

Links