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Prof David Powers

Phone: +61 8 82013663
Email:
Location: Information, Science & Technology (363)
Postal address: GPO Box 2100, Adelaide 5001, South Australia
David with two of his heads

Biography

Prof. David M W Powers is Professor of Computer Science and has research interests in the area of Artificial Intelligence and Cognitive Science. His specific research framework takes Language, Logic and Learning as the cornerstones for a broad Cognitive Science perspective on Artificial Intelligence and its practical applications. Prof. Powers previous positions included Telecom Paris, University of Tilburg, University of Kaiserslautern, Macquarie University, as well as work with industry, and commercialization of research through several start up companies.

Qualifications

2001 Dip.TA (ATAA), Securities Institute Australia (Technical Analysis)
1989 PhD, University of New South Wales (Computational Psycholinguistics)
1984 ThC, Moore Theological College
1982 Certificate in Linguistics, SIL
1979 B.Sc.(Hons), University of Sydney (Computer Science/Pure Maths)

Honours, awards and grants

2010 ARC LIEF Grant, "BIGASC - an audiovisual corpus of Australian English"
2009 ARC Discovery Grant, "Heterodensity Electroencephalography"
2008 Vice-Chancellor's Award for Excellence in Teaching, Flinders University
2008 Executive Dean's Award for Teaching Excellence, Faculty of Science and Engineering, Flinders University
2006 ARC/NHMRC Thinking Systems Grant, "From Talking Heads to Thinking Heads"
1999 Special Award for the Advancement of the Turing Test, Loebner Prize for Artificial Intelligence Bronze Medal
1997 ARC Discovery Grant, "Machine Learning of Japanese/Chinese"
1995 Equal Opportunity Commendation for assisting students with disabilities, Flinders University

Research and consultancy

Research interests

Major Artificial Intelligence and Language Technology Lab projects include

  • the Robot Baby - Here we aim to get a computer to learn it the same way a baby does. This involves embedding the computer in a real or simulated world so that it can learn about language and the world. Previous work focused on a robot baby/doll with a variety of sensors, microphones, cameras and motors combined with techniques for fusing information from different sources;
  • the Intelligent Room - A related application is an intelligent room with multiple microphones and cameras allowing tracking of speakers and homing in on the desired signal whilst canceling noise and echoes. A natural language/speech interface allowing control of home/office devices is being commercialized by I2Net in association with Clipsal
  • Talking Head -> Thinking Head -> Teaching Head - Now we are combining speech and language processing, auditory and visual reading of lips/speech and expressions/emotions with dialogue modeling in specific applications in a $3.4M 5 year ARC/NHMRC research project in collaboration with the University of Western Sydney, Macquarie University and the University of Canberra.
  • the Brain Computer Interface - Beyond the Speech Control Interface where we control devices by talking, we can also control devices by thinking! This work is undertaken with Prof. Richard Clark and the Cognitive Neuroscience Laboratory which reported some of the very first results in this area. We are developing interfaces both to monitor the mental state of a person (e.g. stress, skill, fatigue) as well as for thought control of devices ranging from a cursor on the screen to a wheelchair. 
  • Intelligent Search and Visualization - Information Retrieval and Web Search are the major current applications involving natural language and provide a challenging test for the techniques we are developing. Deep web research was commercialized as YourAmigo.

Postgraduate research supervision


     Miss Nadia Abd-Alsabour
     Mr Tom Anderson
     Mr Adham Atyabi
     A/Prof Xibin Jia
     Fatemeh Khazab
     Mr Simon Lang
     Mr Takeshi Matsumoto
     Marissa Milne
     Mr Huan Min Shen
     Ms Wendy Stewart

Publications

Refereed journal articles

Pfitzner, D.M., Leibbrandt, R.E., & Powers, D.M., 2009. Characterization and evaluation of similarity measures for pairs of clusterings. Knowledge and Information Systems, 19(3), 361-394.

Luerssen, M.H. & Powers, D.M., 2008. Evolving encapsulated programs as shared grammars. Genetic Programming and Evolvable Machines, 9(3), 203-228.

Pfitzner, D.M., Treharne, K., & Powers, D.M., 2008. User Keyword Preference: the Nwords and Rwords Experiments. International Journal of Internet Protocol Technology, 3(3), 149-158.

Fitzgibbon, S.P., Powers, D.M., Pope, K., & Clark, C.R., 2007. Removal of EEG Noise and Artifact Using Blind Source Separation. Journal of Clinical Neurophysiology, 24(3), 232-243.

Powers, D.M., 2006. Comparitive, continuity, and computational evidence in evolutionary theory: predictive evidence versus productive evidence. Behavioral and Brain Sciences, 29(3), 294-296.

Powers, D.M., 2006. On the unproductiveness of language and linguistics. Behavioral and Brain Sciences, 29(1), 82-84.

Lewis, T.W. & Powers, D.M., 2003. Audio-Visual Speech Recognition using Red Exclusion an Neural Networks. Journal of Research and Practice in Information Technology, 35(1), 41-64.

Li, Y., Powers, D.M., & Pope, K., 2003. A new approach to blind signal deconvolution using recurrent neural networks. International Journal of Knowledge-Based and Intelligent Engineering Systems, 7(2), 62-69.

Book chapters

Luerssen, M.H. & Powers, D.M., 2009. An empirical study of graph grammar evolution. In Evolutionary Computation. Vukovar, Croatia: In-Teh, pp. 445-472.

Powers, D.M., 2002. Robot babies: what can they teach us about language acquisition?. In Ecology of Language Acquisition. Dordrecht, Netherlands: Kluwer Academic Publishers, pp. 159-182.

Show all publications

Refereed journal articles

Pfitzner, D.M., Leibbrandt, R.E., & Powers, D.M., 2009. Characterization and evaluation of similarity measures for pairs of clusterings. Knowledge and Information Systems, 19(3), 361-394.

Luerssen, M.H. & Powers, D.M., 2008. Evolving encapsulated programs as shared grammars. Genetic Programming and Evolvable Machines, 9(3), 203-228.

Pfitzner, D.M., Treharne, K., & Powers, D.M., 2008. User Keyword Preference: the Nwords and Rwords Experiments. International Journal of Internet Protocol Technology, 3(3), 149-158.

Fitzgibbon, S.P., Powers, D.M., Pope, K., & Clark, C.R., 2007. Removal of EEG Noise and Artifact Using Blind Source Separation. Journal of Clinical Neurophysiology, 24(3), 232-243.

Powers, D.M., 2006. Comparitive, continuity, and computational evidence in evolutionary theory: predictive evidence versus productive evidence. Behavioral and Brain Sciences, 29(3), 294-296.

Powers, D.M., 2006. On the unproductiveness of language and linguistics. Behavioral and Brain Sciences, 29(1), 82-84.

Lewis, T.W. & Powers, D.M., 2003. Audio-Visual Speech Recognition using Red Exclusion an Neural Networks. Journal of Research and Practice in Information Technology, 35(1), 41-64.

Li, Y., Powers, D.M., & Pope, K., 2003. A new approach to blind signal deconvolution using recurrent neural networks. International Journal of Knowledge-Based and Intelligent Engineering Systems, 7(2), 62-69.

Refereed conference papers

Luerssen, M.H. & Powers, D.M., 2010. Fast Grammar-Based Evolution Using Memoization. PPSN XI, Part II, LNCS 6239, 502-511.

Burnham, D.K., Ambikairajah, E., Arciuli, J., Bennamoun, M., Best, C.T., Bird, S., Butcher, A.R., Cassidy, S., Chetty, G., Cox, F.M., et al., 2009. A blueprint for a comprehensive Australian English auditory-visual speech corpus. Selected proceedings of the 2008 HCSNet workshop on designing the Australian national corpus : mustering languages, 96-107.

Milne, M., Powers, D.M., & Leibbrandt, R.E., 2009. Development of a software-based social tutor for children with autism spectrum disorders. Conference proceedings : Australian Conference on Computer Human Interaction (OZCHI 2009), 265-268.

Treharne, K. & Powers, D.M., 2009. Search Engine Result Visualisation: challenges and opportunities. Proceedings of international symposium on web visualization, 633-638.

Huang, J.H. & Powers, D.M., 2008. Suffix-tree-based approach for Chinese information retrieval. International Conference on Intelligent Systems Design and Applications (ISDA 2008), 393-397.

Leibbrandt, R.E., Luerssen, M.H., Matsumoto, T., Treharne, K., Lewis, T.W., Santi, M.L., & Powers, D.M., 2008. An immersive game-like teaching environment with simulated teacher and hybrid world. Animation, multimedia, IPTV and edutainment: proceedings of CGAT '08, 215-222.

Lewis, T.W. & Powers, D.M., 2008. Distinctive Feature Fusion for Recognition of Australian English Consonants. Interspeech 2008, 2671-2674.

Matsumoto, T., Powers, D.M., & Asgari, N., 2008. Webcam Configurations for Ground Texture Visual Servo. 2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008, (4670915), 554-559.

Powers, D.M., 2008. Evaluation evaluation - a Monte Carlo study. The 18th European Conference on Artificial Intelligence.

Powers, D.M., 2008. Minors as miners: Modelling and evaluating ontological and linguistic learning. Proceedings of the 7th Australasian Data Mining Conference, 3-14.

Powers, D.M., Leibbrandt, R.E., Luerssen, M.H., Lewis, T.W., & Lawson, M.J., 2008. PETA: a pedagogical embodied teaching agent. 1st International Conference on Pervasive Technologies Related to Assistive Environments, PETRA 2008, 282.

Powers, D.M., Leibbrandt, R.E., Pfitzner, D.M., Luerssen, M.H., Lewis, T.W., Stevens, K., & Abrahamyan, A., 2008. Language Teaching in a Mixed Reality Games Environment. 1st International Conference on Pervasive Technologies Related to Assistive Environments, PETRA 2008, 282.

Treharne, K., Pfitzner, D.M., Leibbrandt, R.E., & Powers, D.M., 2008. A lean online approach to human factors research. Proceedings of the 1st International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2008), (57).

Yang, D. & Powers, D.M., 2008. Automatic thesaurus construction. Proceedings of the Thirty-First Australasian Computer Science Conference (ACSC 2008), CRPIT 74, 147-156.

Ceglar, A.J., Roddick, J.F., & Powers, D.M., 2007. CURIO: A fast outlier and outlier cluster detection algorithm for large datasets. Integrating Artificial Intelligence and Data Mining: Proceedings of the 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007), 84, 37-45.

Luerssen, M.H. & Powers, D.M., 2007. Evolvability and redundancy in shared grammar evolution. 2007 IEEE Congress on Evolutionary Computation, CEC 2007, (4424495), 370-377.

Luerssen, M.H. & Powers, D.M., 2007. Graph design by graph grammar evolution. 2007 IEEE Congress on Evolutionary Computation, 386-393.

Yang, D. & Powers, D.M., 2007. An empirical investigation into grammatically constrained contexts in predicting distributional similarity. Proceedings of the Australia Language Technology Workshop 2007 (ALTW07), 5, 117-124.

Powers, D.M., 2006. Vision in HCI: embodiment, multimodality and information capacity. Proc. HCSNet Workshop on the Use of Vision in Human-Computer Interaction - VisHCI 2006, 56, 89-97.

Yang, D. & Powers, D.M., 2006. Distributional similarity in the varied order of syntactic spaces. Proceedings of the First International Conference on Innovative Computing, Information and Control, 3, 406-409.

Yang, D. & Powers, D.M., 2006. Verb similarity on the taxonomy of WordNet. Proceedings of the Third International WordNet Conference, 121-128.

Yang, D. & Powers, D.M., 2006. Word sense disambiguation using lexical cohesion in the context. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 929-936.

Lewis, T.W. & Powers, D.M., 2005. Distinctive feature fusion for improved audio-visual phoneme recognition. Proceedings of the 8th International Symposium on Signal Processing and Its Applications, 1(1580196), 62-65.

Luerssen, M.H. & Powers, D.M., 2005. Graph composition in a graph grammar-based method for automata network evolution. Proceedings of the 2005 IEEE Congress on Evolutionary Computation, 2, 1653-1660.

Yang, D. & Powers, D.M., 2005. Measuring semantic similarity in the taxonomy of WordNet. Proceedings of the Twenty-Eighth Australasian Computer Science Conference, 38, 315-322.

Huang, J.H. & Powers, D.M., 2004. Adaptive compression-based approach for Chinese Pinyin input. Proceedings of the Third SIGHAN Workshop Chinese Language Learning.

Lewis, T.W. & Powers, D.M., 2004. Sensor Fusion Weighting Measures in Audio-Visual Speech Recognition. Proceedings of the Twenty-Seventh Australasian Computer Science Conference (ACSC2004), Dunedin, New Zealand. CRPIT, 26 (1).

Huang, J.H. & Powers, D.M., 2003. Chinese word segments based on contextual entropy. Proceedings of PACLIC 17 : 17th Pacific Asian Conference on Language Information and Computation, 152-158.

Li, Y., Wen, P., & Powers, D.M., 2003. Methods for the blind signal separation problem. Proceedings of the 2003 International Conference on Neural Networks and Signal Processing, 2, 1386-1389.

Matsumoto, T., Powers, D.M., & Jarrad, G., 2003. Application of search algorithms to natural language processing. Proceedings of the Australiasian Language Technology Workshop 2003.

Pfitzner, D.M., Hobbs, V.M., & Powers, D.M., 2003. A unified taxonomic framework for information visualization. Proceedings of the 2nd Australian Symposium on Information Visualization, 24, 57-66.

Huang, J.H. & Powers, D.M., 2002. Experiments on unsupervised Chinese word segmentation and classification. Proceedings of the First Students' Workshop on Computational Linguistics, 83-89.

Lewis, T.W. & Powers, D.M., 2002. A Multifaceted Investigation into Speech Reading. Advances in Soft Computing: Hybrid Information Systems.

Lewis, T.W. & Powers, D.M., 2002. Audio-Visual Speech Recognition Using Red Exclusions and Neural Networks. Proceedings of the twenty-fifth Australasian conference on Computer science 2002, 149-156.

Li, Y. & Powers, D.M., 2002. Speech separation based on higher order statistics using recurrent neural networks. Hybrid Information Systems, 45-55.

Huang, J.H. & Powers, D.M., 2001. Large Scale Experiments on Correction of Confused Words. Proceedings of Australasian Computer Science Conference 2001.

Lewis, T.W. & Powers, D.M., 2001. Lip Feature Extraction Using Red Exclusion. Conferences in Research and Practice in Information Technology: Visualisation 2000 - Selected Papers from the Pan-Sydney Workshop on Visual Information Processing.

Li, Y., Powers, D.M., & Wen, P., 2001. Internal Model Control using Recurrent Neutral Networks for Non-Linear Dynamic Systems. Proceedings of the International Conference on Artificial Intelligence.

Other public research outputs

Powers, D.M. & Stokes, N., 2008. Editors, Adelaide, South Australia: Australian Language Technology Association.

Conference publications

Atyabi, A. & Powers, D.M., 2011. The Use of Area Extended Particle Swarm Optimization (AEPSO) in Swarm Robotics. Eleventh International Conference on Control, Automation, Robotics and Vision (ICARCV 2010).

Atyabi, A., Anderson, T.A., Teharen, K., & Powers, D.M., 2011. Magician Simulator. Eleventh International Conference on Control, Automation, Robotics and Vision (ICARCV 2010).

Abrahamyan, A., Davis, C., Fordyce, A., Gibert, G., Howell, C., Kim, J., Kroos, C., Lewis, T.W., Luerssen, M.H., Powers, D.M., et al., 2009. Evaluation methods. Thinking Systems Joint Symposium, 81-83.

Lewis, T.W., Luerssen, M.H., & Powers, D.M., 2009. Which one of you said that?. Thinking Systems Joint Symposium, 121-121.

Luerssen, M.H., Leibbrandt, R.E., Lewis, T.W., Pashalis, J., Treharne, K., Pfitzner, D.M., & Powers, D.M., 2009. MANA - An Embodied Calendar for the Aged. Thinking Systems Joint Symposium, 127-127.

Luerssen, M.H., Lewis, T.W., & Powers, D.M., 2009. Enabling the Evolution of the Thinking Head. Thinking Systems Joint Symposium, 126-126.

Luerssen, M.H., Lewis, T.W., & Powers, D.M., 2009. Head X and the Thinking Media Framework. Thinking Systems Joint Symposium, 122-122.

Luerssen, M.H., Lewis, T.W., & Powers, D.M., 2009. Working with the Prosthetic Head. Thinking Systems Joint Symposium, 123-124.

Fitzgibbon, S.P., Clark, C.R., & Powers, D.M., 2008. Asynchronous brain computer interface operation. 2008 Defence Human Sciences Symposium.

Leibbrandt, R.E. & Powers, D.M., 2008. Lexical category induction using lexically-specific templates. Supplement to the Proceedings of BUCLD 32.

Luerssen, M.H., Lewis, T.W., Leibbrandt, R.E., & Powers, D.M., 2008. Adaptive multimodal perception for a virtual museum guide. 3rd Workshop on Artificial Intelligence Techniques for Ambient Intelligence.

Powers, D.M., 2007. Cognitive load in text search: the Nwords and Rwords surveys. Proceedings of the Joint HCSNet-HxI Workshop on Human Issues in Interaction and Interactive Interfaces.

Powers, D.M., 2007. The role of 3D in visualization. Proceedings of the Joint HCSNet-HxI Workshop on Human Issues in Interaction and Interactive Interfaces.

Powers, D.M., Fitzgibbon, S.P., & Clark, C.R., 2007. Brain Computer Interface. Proceedings of the Joint HCSNet/HxI Workshop on Human Issues in Interaction and Interactive Interfaces.

Powers, D.M., Leibbrandt, R.E., Santi, M.L., & Luerssen, M.H., 2007. A multimodal environment for immersive language learning - space, time, viewpoint and physics. Proceedings of Joint HCSNet/HxI Workshop on Human Issues in Interaction and Interactive Interfaces.

Santi, M.L., Leibbrandt, R.E., & Powers, D.M., 2007. Desiderata and Trade-offs in HxI for Immersive Language Learning. Proceedings of the Joint HCSNet-HxI Workshop on Human Issues in Interaction and Interactive Interfaces.

Luerssen, M.H. & Powers, D.M., 2003. On the artificial evolution of neural graph grammars. Proceedings of the joint international conference on cognitive science, ICCS, 369-374.

Olsson, R. & Powers, D.M., 2003. Machine learning of human language through automatic programming. Proceedings of the joint international conference on cognitive science.

Powers, D.M. & Pfitzner, D.M., 2003. The magic science of visualization. Proceedings of the joint international conference on cognitive science.

Powers, D.M., 2003. Advanced Course on Validation and Evaluation in NLP and IR. Proceedings of the Australasian Language Technology Summer School.

Powers, D.M., 2003. Recall and precision versus the bookmaker. Proceedings of the Joint International Conference on Cognitive Science, 529-534.

Gholam Hosseini, H., Reynolds, K.J., & Powers, D.M., 2001. A Multi-Stage Neural Network Classifier for ECG Events. Proceedings of 23rd Annual International Conference of the IEEE Eng in Medicine and Biology Society.

Li, Y., Powers, D.M., & Peach, J., 2001. Comparison of blind source separation algorithms. Advances in Neural Networks and Applications.

Book chapters

Luerssen, M.H. & Powers, D.M., 2009. An empirical study of graph grammar evolution. In Evolutionary Computation. Vukovar, Croatia: In-Teh, pp. 445-472.

Powers, D.M., 2002. Robot babies: what can they teach us about language acquisition?. In Ecology of Language Acquisition. Dordrecht, Netherlands: Kluwer Academic Publishers, pp. 159-182.

Show selected publications

Professional and community engagement

Expertise for media contact

  • Artificial Intelligence natural language, machine learning, world modelling
  • Speech Recognition sensor fusion and audiovisual speech recognition
  • Biomedical Analysis EEG, CT, MRI, ICA
  • Search and Visualisation
  • Brain Computer Interfaces
  • Intelligent Rooms and Robotics
  • Parallelism logic programming, neural networks, multiagent models, distributed implementations of CRCW PRAMs, sorting, unification, communications networks
  • Cognitive Science psycholinguistics, linguistics, computational models of language acquisition and ontology learning, cognitive linguistics, tagmemics, constructivism
  • Logic Programming and Automated Reasoning concurrent prolog, concurrent compartmentalised connection graph, parallelism, heuristics, strong completeness
  • Computational Linguistics
  • Natural Language
  • Machine Learning
  • World Modelling

Subject/s

  • Artificial Intelligence
  • Cognitive Science
  • Computers
  • Linguistics
  • Logic

CRICOS Provider: 00114A | Updated: 06 Sep, 2010