Dr Eric McCreath
PhD
Senior Lecturer
ANU College of Engineering, Computing and Cybernetics
T:
+61 2 6125 8191
Areas of expertise
- Records And Information Management (Excl. Business Records And Information Management) 080708
- Neural, Evolutionary And Fuzzy Computation 080108
- Concurrent Programming 080304
- Natural Language Processing 080107
- Processor Architectures 100606
- Information Systems Organisation 080610
- Performance Evaluation; Testing And Simulation Of Reliability 100605
- Reaction Kinetics And Dynamics 030703
- Expert Systems 080105
- Artificial Intelligence And Image Processing 0801
- Library And Information Studies 0807
- Other Information And Computing Sciences 0899
Available student projects
A Computer Vision Java Library for the Cell - Keywords: computer systems, high performance computing, computer vision, programming languages, Java
Publications
- Barberato, C, Strazdins, P, McCreath, E et al 2018, 'Efficient evaluation of scheduling metrics using emulation: A case study in the effect of artefacts', 47th International Conference on Parallel Processing Companion, ICPP 2018, ACM, New York, USA, pp. 10pp.
- Johnston, B & McCreath, E 2017, 'Parallel huffman decoding: presenting a fast and scalable algorithm for increasingly multicore devices', 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017, ed. Guojun Wang, Geoffrey Fox, Gregorio Martinez, Richard Hill and Peter Mueller, IEEE, TBC, pp. 949-958.
- Haigh, A & McCreath, E 2015, 'Model-driven optimisation of memory hierarchy and multithreading on GPUs', Australasian Symposium on Parallel and Distributed Computing AusPDC 2015, ed. Bahman Javadi, Saurabh Kumar Garg, Australian Computer Society Inc., Australia, pp. 71-74.
- Curtotti, M, McCreath, E, Bruce, T et al 2015, 'Machine Learning for Readability of Legislative Sentences', 15th International Conference on Artificial Intelligence and Law (ICAIL 2015), Association for Computing Machinery (ACM), USA, pp. 53-62.
- Curtotti, M, Weibel, W, McCreath, E et al 2015, 'Citizen Science for Citizen Access to Law', Journal of Open Access to Law (JOAL), vol. 3, no. 1, pp. 1-64.
- Haigh, A & McCreath, E 2014, 'Acceleration of GPU-Based Ultrasound Simulation via Data Compression', 28th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2014, IEEE, Online, pp. 1248 - 1255.
- Curtotti, M, McCreath, E & Sridharan, S 2013, 'Software Tools for the Visualization of Definition Networks in Legal Contracts', 14th International Conference on Artificial Intelligence and Law ICAIL 2013, Association for Computing Machinery (ACM), USA, pp. 192-196.
- Curtotti, M & McCreath, E 2013, 'A Right to Access Implies a Right to Know: An Open Online Platform for Research on the Readability of Law', Journal of Open Access to Law (JOAL), vol. 1, no. 1, pp. 1-56.
- Gaurav Mitra, Beau Johnston, Eric C. McCreath, Jun Zhou, and Alistair P. Rendell, 2013 'Use of SIMD Vector Operations to Accelerate Application Code Performance on Low-Powered ARM and Intel Platforms', 2013 IEEE 27th International Symposium on Parallel & Distributed Processing Workshops and PhD Forum (IPDPSW), IEEE Computer Society, New York USA, pp. 1107 - 1116.
- Haigh, A, Treeby, B & McCreath, E 2012, 'Ultrasound simulation on the cell broadband engine using the westervelt equation', International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2012), Springer, Fukuoka Japan, pp. 241-252.
- Curtotti, M & McCreath, E 2012, 'Enhancing the Visualization of Law', Law Via the Internet LVI 2012, Conference Organising Committee, Ithica.
- Still, M & McCreath, E 2011, 'DDoS Protections for SMTP Servers', International Journal of Computer Science and Security (IJCSS), vol. 6, no. 1, p. 14.
- Xiao, F, McCreath, E & Webers, C 2011, 'Fast On-line Statistical Learning on a GPGPU', Australasian Symposium on Parallel and distributed Computing (AusPDC 2011), Australian Computer Society Inc., Perth Australia, p. 8.
- Curtotti, M & McCreath, E 2011, 'A Corpus of Australian Contract Language', International Conference on Artificial Intelligence and Law (ICAIL 2011), Association for Computing Machinery Inc (ACM), New York USA, p. 10.
- McCreath, E 2011, An Introduction to Programming and Software Development using Java, Lulu, San Francisco, CA, USA.
- Curtotti, M & McCreath, E 2010, 'Corpus Based Classification of Text in Australian Contracts', Australasian Language Technology Association Workshop (ALTA 2010), ed. Nitin Indurkhya, Simon Zwarts, University of Melbourne, Melbourne Australia, pp. 18-26.
- McCreath, E 2008, 'Partial Matching of Planar Polygons Under Translation and Rotation', Annual Canadian Conference on Computational Geometry 2008, ed. Conference Program Committee, Conference Organising Committee, Montreal, Canada, pp. 83-86.
- El Zein, A, McCreath, E, Rendell, A et al 2008, 'Performance Evaluation of the NVIDIA GeForce 8800 GTX GPU for Machine Learning', IEEE International Conference on Communication Systems (ICCS 2008), ed. Conference Program Committee, Institute of Electrical and Electronics Engineers (IEEE Inc), Singapore, pp. 466-475.
- McCreath, E, El Zein, A, Imholz, J et al. 2008, 'Using the Cell Broadband Engine and NVIDIA 8800 GPU for Computational Science Applications: A Particle Dynamics Comparison', in Lean Yu and Kin Keung Lai (ed.), Advances in Applied Computing and Computational Sciences. Proceedings of the International Symposium on Applied Computing and Computational Sciences, Global Information Publisher (GIP), Hong Kong, pp. 74-80.
- McCreath, E, Kay, J & Crawford, E 2006, 'IEMS - an approach that combines hand crafted rules with learnt instance based rules', Australian Journal of Intelligent Information Processing Systems, vol. 90, no. 1, pp. 40-53.
- Armstrong, W, Christen, P, McCreath, E et al 2006, 'Dynamic algorithm selection using reinforcement learning', International Workshop on Integrating AI and Data Mining (AIDM 2006), ed. K-L Ong, K smith-Miles, V Lee, W-K Ng, Institute of Electrical and Electronics Engineers (IEEE Inc), Los Alamitos, p. 8.
- Bridle, R & McCreath, E 2006, 'Inducing shortcuts on a mobile phone interface', International conference on intelligent user interfaces (IUI 2006), ed. Cecile L. Paris and Candace L. Sidner, Association for Computing Machinery Inc (ACM), New York, pp. 327-329.
- Bridle, R & McCreath, E 2005, 'Improving the Mobile Phone Habitat - Learning Changes in Users Profiles', Australian Joint Conference on Artificial Intelligence (AI 2005), ed. Shichao Zhang, Ray Jarvis, Springer, Berlin, Heidelberg, pp. 970-974.
- Bridle, R & McCreath, E 2005, 'Predictive Menu Selection on a Mobile Phone', European Conference on Machine Learning (ECML 2005), ed. Gennady Andrienko, Donato Malerba, Michael May, Maguelonne Teisseire, Springer, Berlin-Heidelberg, pp. 75-88.
- Bridle, R & McCreath, E 2004, 'Improving the Learning Rate by Inducing a Transition Model', International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), ed. Nicholas R. Jennings, Carles Sierra, Liz Sonenberg and Milind Tambe, Association for Computing Machinery Inc (ACM), New York, pp. 1330-1331.
- McCreath, E & Kay, J 2003, 'Helping Users Manage Email', User Modeling Conference 2003, ed. Keith Cheverst, Nadja de Carolis, Antonio Kruger, Springer, Berlin, pp. 263-272.
- Verhein, F, Kay, J, Koprinska, I et al 2003, 'Classifying Public Announcements for User Communities', Australasian Document Computing Symposium (ADCS 2003), ed. Peter Bruza and James Thom, CSIRO ICT Centre, Canberra, Australia, pp. 15-22.
- O'Callaghan, T, Popple, J and McCreath, E 2003, "SHYSTER-MYCIN: A hybrid legal expert system", in Proceedings of the Ninth International Conference on Artificial Intelligence and Law (ICAIL-03), Edinburgh, Scotland, 24-28 June, ACM, pp. 103-4, ISBN 1 58113 747 8.
- Crawford, E, Kay, J & McCreath, E 2002, 'IEMS - The Intelligent Email Sorter', International Conference on Machine Learning (ICML 2002), ed. Claude Sammut & Achim Hoffman, Morgan Kauffman Publishers, USA, p. 83.
- Singh, S, Kay, J, Ryan, A et al 2002, 'Managing Corporate Email: Connecting the social, policy and technical perspectives', Comunications Research Forum 2001, Commonwealth Department of Communications and Information Technology and the Arts, www.dcita.gov.au/crf/2001forum.html.
- Crawford, E, Kay, J & McCreath, E 2001, 'Automatic Induction of Rules of e-mail Classification', Australasian Document Computing Symposium (ADCS 2001), ed. Anne-Marie Vercoustre & Judy Kay, University of Sydney, Sydney, Australia, pp. 13-20.