Jim Austin

Search results

• 2022

  Investigating Novel 3D Modular Schemes for Large Array Topologies: Power Modeling and Prototype Feasibility.

  Crispin-Bailey, C., Austin, J., Moulds, A. & Thuphairo, P., 16 Jul 2022, Euromicro DSD 2022 Conference proceedings (TBC). IEEE, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• 2019

  KNOWLEDGE-BASED SELF-RECONFIGURATION AND SELF-AWARE DEMONSTRATION FOR MODULAR SATELLITE ASSEMBLY

  Post, M. A. & Austin, J., 11 Apr 2019, (Accepted/In press) 10th International Workshop on Satellite Constellations & Formation Flying 2019. Glasgow UK

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• 2013

  Extending the Associative Rule Chaining Architecture for Multiple Arity Rules

  Burles, N. J., Austin, J. & O'Keefe, S., 2013, Proceedings of the Ninth International Workshop on Neural-Symbolic Learning and Reasoning. p. 47-51 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• 2012

  3D Landmark Model Discovery from a Registered Set of Organic Shapes

  Creusot, C., Pears, N. & Austin, J., 16 Jun 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) . p. 57-64 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2011

  Automatic Keypoint Detection on 3D Faces Using a Dictionary of Local Shapes

  Creusot, C., Pears, N. & Austin, J., 2011, Proceedings of the 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission. Washington, DC, USA: IEEE Computer Society, p. 204-211 8 p. (3DIMPVT '11).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Intelligent Decision Support using Pattern Matching

  Hodge, V. J., Jackson, T. & Austin, J., 26 Oct 2011, Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management. SciTePress

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2010

  Sequential Data Mining using Correlation Matrix Memory

  Shanker, S., Turner, A., Sherly, E. & Austin, J., 2010, Proceedings. ICNIT 2010 International Conference on Networking and Information Technology. IEEE, p. 470-472 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• 2009

  Improved storage capacity in correlation matrix memories storing fixed weight codes

  Hobson, S. J. & Austin, J., 16 Sept 2009, Lecture Notes in Computer Science. PART 1 ed. ICANN 2009: Springer, Vol. 5768. p. 728-736 9 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• Road Vehicle Classification using Support Vector Machines

  Chen, Z., Pears, N., Freeman, M. & Austin, J., 2009, Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on . IEEE, Vol. 4. p. 214-218 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2007

  An architecture for distributed search and data-mining in condition monitoring applications

  Jackson, T., Fletcher, M., Liang, B., Jessop, M. & Austin, J., 2007, 2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9. NEW YORK: IEEE, p. 3871-3882 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A virtual organisation deployed on a service orientated architecture for distributed data mining applications

  Jackson, T., Jessop, M., Fletcher, M. & Austin, J., 2007, Grid-Based Problem Solving Environments. Gaffney, P. & Pool, J. (eds.). NEW YORK: Springer, p. 155-170 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The improved correlation matrix memory (CMML)

  Shah, N., O'Keefe, S. & Austin, J., 2007, 2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6. NEW YORK: IEEE, p. 1168-1173 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The improved correlation matrix memory (CMML)

  Shah, N., O'Keefe, S. & Austin, J., 1 Dec 2007, IEEE International Conference on Neural Networks - Conference Proceedings. p. 1168-1173 6 p. 4371123

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2006

  A Binary Neural Shape Matcher using Johnson Counters and Chain Codes

  Hodge, V., O'Keefe, S. & Austin, J., 10 Mar 2006, BICS.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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• Eliciting perceptual ground truth for image segmentation

  Hodge, V., Hollier, G., Eakins, J. & Austin, J., 2006, IMAGE AND VIDEO RETRIEVAL, PROCEEDINGS. Sundaram, H., Naphade, M., Smith, J. & Rui, Y. (eds.). BERLIN: Springer, p. 320-329 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The BROADEN distributed tool, service and data architecture

  Fletcher, M., Jackson, T., Jessop, M., Klinger, S., Liang, B. & Austin, J., 2006, Proceedings of the UK e-Science All Hands Meeting 2006. Cox, S. (ed.). EDINBURGH: NATL E-SCIENCE CENTRE, p. 762-768 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 2005

  A neural supergraph matching architecture

  Klinger, S. & Austin, J., 2005, Proceedings of the International Joint Conference on Neural Networks (IJCNN), Vols 1-5. NEW YORK: IEEE, p. 2453-2458 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Designing a binary neural network co-processor

  Freeman, M. & Austin, J., 2005, DSD 2005: 8th Euromicro Conference on Digital System Design, Proceedings. Wolinski, C. (ed.). LOS ALAMITOS: IEEE Computer Society, p. 223-226 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Distributed health monitoring for aero-engines on the GRID: DAME

  Jackson, T., Austin, J., Fletcher, M., Jessop, M., Liang, B., Pasley, A., Ong, M., Ren, X., Allan, G., Kadirkamanathan, V., Thompson, H. A. & Fleming, P. J., 2005, 2005 IEEE Aerospace Conference, Vols 1-4. NEW YORK: IEEE, p. 3738-3747 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Searching against distributed data using a web service architecture

  Jackson, T., Jessop, M., Pasley, A. & Austin, J., 2005, CLADE 2005: Challenges of Large Applications in Distributed Environments, Proceedings. NEW YORK: IEEE, p. 122-129 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 2004

  A grid based diagnostics and prognosis system for Rolls Royce Aero Engines: The DAME project.

  Austin, J., 2004, PROCEEDINGS OF THE SECOND INTERNATIONAL WORKSHOP ON CHALLENGES OF LARGE APPLICATIONS IN DISTRIBUTED ENVIRONMENTS. LOS ALAMITOS: IEEE Computer Society, p. 22 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Exploiting safety constraints in fuzzy self-organising maps for safety critical applications

  Kurd, Z., Kelly, T. P. & Austin, J., 2004, INTELLIGENT DAA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS. Yang, Z., Everson, R. & Yin, H. (eds.). BERLIN: Springer, p. 266-271 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Mining large engineering data sets on the grid using AURA

  Liang, B. & Austin, J., 2004, INTELLIGENT DAA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS. Yang, Z., Everson, R. & Yin, H. (eds.). BERLIN: Springer, p. 430-436 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2003

  Improved AURA k-Nearest Neighbour approach

  Weeks, M., Hodge, V., O'Keefe, S., Austin, J. & Lees, K., 2003, ARTIFICIAL NEURAL NETS PROBLEM SOLVING METHODS, PT II. Mira, J. & Alvarez, J. (eds.). BERLIN: Springer, Vol. 2687. p. 663-670 8 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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• 2002

  A hardware-accelerated novel IR system

  Weeks, M., Hodge, V. J. & Austin, J., 2002, 10TH EUROMICRO WORKSHOP ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING, PROCEEDINGS. Vajda, F. & Podhorszki, N. (eds.). LOS ALAMITOS: IEEE Computer Society, p. 283-289 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Evaluation of image pre-processing techniques for eigenface based face recognition

  Heseltine, T., Pears, N. & Austin, J., 2002, SECOND INTERNATION CONFERENCE ON IMAGE AND GRAPHICS, PTS 1 AND 2. Sui, W. (ed.). BELLINGHAM: SPIE, p. 677-685 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Scalability of a distributed neural information retrieval system

  Weeks, M., Hodge, V. J. & Austin, J., 2002, 11TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE DISTRIBUTED COMPUTING, PROCEEDINGS. LOS ALAMITOS: IEEE Computer Society, p. 423-423 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 1999

  A high performance k-NN classifier using a binary correlation matrix memory

  Zhou, P., Austin, J. & Kennedy, J., 1999, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 11. Kearns, M., Solla, S. & Cohn, D. (eds.). CAMBRIDGE: MIT Press , p. 713-719 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A neural network architecture for trademark image retrieval

  Alwis, S. & Austin, J., 1999, ENGINEERING APPLICATIONS OF BIO-INSPIRED ARTIFICIAL NEURAL NETWORKS, VOL II. Mira, J. & SanchezAndres, J. (eds.). BERLIN: Springer, p. 361-372 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• An integrated framework for trademark image retrieval using gestalt features and CMM neural network

  Alwis, S. & Austin, J., 1999, SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 290-295 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A PCI bus based correlation matrix memory and its application to k-NN classification

  Zhou, P. & Austin, J., 1999, PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON MICROELECTRONICS FOR NEURAL, FUZZY AND BIO-INSPIRED SYSTEMS, MICORNEURO'99. LOS ALAMITOS: IEEE Computer Society, p. 196-204 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Chemical structure matching using correlation matrix memories

  Austin, J., Turner, A., Turner, M. & Lees, K., 1999, NINTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN99), VOLS 1 AND 2. EDISON: IEEE, Vol. 2. p. 619-624 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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• Detecting strain-gauge failures in stress-cycle count matrices

  Hickinbotham, S. J. & Austin, J., 1999, DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES. Gilchrist, M., DulieuBarton, J. & Worden, K. (eds.). ZURICH-UETIKON: TRANSTEC PUBLICATIONS LTD, p. 391-400 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Neural associative processing of document images

  O'Keefe, S. E. M. & Austin, J., 1999, NINTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN99), VOLS 1 AND 2. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 720-725 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Neural associative processing of document images

  O'Keefe, S. E. M. & Austin, J., 1 Dec 1999, IEE Conference Publication. 470 ed. Stevenage, United Kingdom: IEE Press, Vol. 2. p. 720-725 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Neural network approach to improving fault location in local telephone networks

  Zhou, P. & Austin, J., 1999, NINTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN99), VOLS 1 AND 2. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 958-963 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 1998

  A cellular system for pattern recognition using associative neural networks

  Orovas, C. & Austin, J., 1998, CNNA 98 - 1998 FIFTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS - PROCEEDINGS. Tavsanoglu, V. (ed.). NEW YORK: IEEE, p. 143-148 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 1997

  A distributed associative memory for symbolic reasoning

  Austin, J., 1997, CONNECTIONIST-SYMBOLIC INTEGRATION. Sun, R. & Alexandre, F. (eds.). MAHWAH: Lawrence Erlbaum Associates, p. 265-278 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A neural relaxation technique for chemical graph matching

  Turner, M. & Austin, J., 1997, FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 187-192 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Application of correlation memory matrices in high frequency asset allocation

  Kustrin, D., Austin, J. & Sanders, A., 1997, FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 167-172 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• C-NNAP: A dedicated platform for binary neural networks

  Kennedy, J. V., Austin, J., Pack, R. & Cass, B., 1997, FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 161-166 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Using neural networks as part of a system to recognise formations of aircraft

  Zanelli, P. R. & Austin, J., 1997, FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS. EDISON: INST ELECTRICAL ENGINEERS INSPEC INC, p. 152-157 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 1996

  Segmenting modulated line textures with S-Gabor filters

  Hickinbotham, S. J., Hancock, E. R. & Austin, J., 1996, INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL III. NEW YORK: IEEE Computer Society, Vol. 3. p. 149-152 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File
• 1995

  Image object labelling and classification using an associative memory

  O'Keefe, S. E. M. & Austin, J., 1995, Fifth International Conference on Image Processing and its Applications, 1995. London: IET, p. 286-290 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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• 1994

  APPLICATION OF AN ASSOCIATIVE MEMORY TO THE ANALYSIS OF DOCUMENT FAX IMAGES

  Okeefe, S. E. M. & Austin, J., 1994, BMVC94 - PROCEEDINGS OF THE 5TH BRITISH MACHINE VISION CONFERENCE, VOLS 1 AND 2. Hancock, E. (ed.). YORK: BRITISH MACHINE VISION CONF, p. 315-325 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 1989

  USER MODELING BY CLASSIFICATION - A NEURAL-BASED APPROACH

  Beale, R., Finlay, J., Austin, J. & Harrison, M., 1989, NEW DEVELOPMENTS IN NEURAL COMPUTING. TAYLOR, J. & MANNION, C. (eds.). BRISTOL: ADAM HILGER LTD, p. 103-110 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution