Andre Chautard Barczak

Andre Chautard Barczak

Dr

  • Bond University, Bond Business School

    4229 Gold Coast

    Australia

  • Bond University
    14 University Drive
    ROBINA QLD 4226

    Australia

Calculated based on number of publications stored in Pure and citations from Scopus
1997 …2023

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  • 2021

    Small mammals and bird detection using IoT devices

    Shim, K., Barczak, A., Reyes, N. & Ahmed, N., 2021, Proceedings of the 2021 36th International Conference on Image and Vision Computing New Zealand, IVCNZ 2021. Cree, M. J. (ed.). IEEE Computer Society, (International Conference Image and Vision Computing New Zealand; vol. 2021-December)(Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    4 Citations (Scopus)
  • 2020

    Evolving meta-level reasoning with reinforcement learning and A* for coordinated multi-agent path-planning

    Alshehri, M., Reyes, N. & Barczak, A., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. An, B., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1744-1746 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
  • Incremental Improvement for Sub-optimal Euclidean TSP Paths Generated by Traditional Heuristics

    Barczak, A. L. C., Barczak, E. T. & Reyes, N. H., 16 Dec 2020, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020. IEEE, Institute of Electrical and Electronics Engineers, 9411580. (2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • Performance Analysis of Multi-Node Hadoop Cluster Based on Large Data Sets

    Ahmed, N., Barczak, A. L. C., Bazai, S. U., Susnjak, T. & Rashid, M. A., 16 Dec 2020, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020. IEEE, Institute of Electrical and Electronics Engineers, 9411587. (2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • 2018

    An Investigation of Skeleton-Based Optical Flow-Guided Features for 3D Action Recognition Using a Multi-Stream CNN Model

    Ren, J., Reyes, N. H., Barczak, A. L. C., Scogings, C. & Liu, M., 15 Oct 2018, 2018 3rd IEEE International Conference on Image, Vision and Computing, ICIVC 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 199-203 5 p. 8492894. (2018 3rd IEEE International Conference on Image, Vision and Computing, ICIVC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    10 Citations (Scopus)
  • Autonomous navigation in partially known confounding maze-like terrains using D Lite with poisoned reverse

    Reyes, N. H., Barczak, A. L. C. & Susniak, T., 11 Oct 2018, DISA 2018 - IEEE World Symposium on Digital Intelligence for Systems and Machines, Proceedings. Sincak, P., Paralic, J., Kovacs, L. & Wang, X. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 67-76 10 p. 8490604. (DISA 2018 - IEEE World Symposium on Digital Intelligence for Systems and Machines, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
  • Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features

    Ren, J., Napoleon, R., Barczak, A., Chris, S., Liu, M. & Ma, J., 18 Dec 2018, 2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 901-906 6 p. 8581141. (2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • Towards 3d human action recognition using a distilled CNN model

    Ren, J., Reyes, N. H., Barczak, A. L. C., Scogings, C. & Liu, M., 2 Jul 2018, 2018 IEEE 3rd International Conference on Signal and Image Processing, ICSIP 2018. IEEE, Institute of Electrical and Electronics Engineers, p. 7-12 6 p. 8600485. (2018 IEEE 3rd International Conference on Signal and Image Processing, ICSIP 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • 2017

    Fast and smooth replanning for navigation in partially unknown terrain: The hybrid Fuzzy-D*lite algorithm

    Reyes, N. H., Barczak, A. L. C., Susnjak, T. & Jordan, A., 2017, Robot Intelligence Technology and Applications 4 - Results from the 4th International Conference on Robot Intelligence Technology and Applications. Karray, F., Kim, J-H., Myung, H., Jo, J. & Sincak, P. (eds.). Springer-Verlag London Ltd., p. 31-41 11 p. (Advances in Intelligent Systems and Computing; vol. 447).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
  • 2016

    Automatic alignment and comparison on images of petri dishes containing cell colonies

    Alqahtani, S., Barczak, A., Reyes, N., Susnjak, T. & Ganley, A., 28 Nov 2016, 2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015. IEEE Computer Society, 7761512. (International Conference Image and Vision Computing New Zealand; vol. 2016-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • 2015

    Multi-behaviour robot control using genetic network programming with fuzzy reinforcement learning

    Wang, W., Reyes, N. H., Barczak, A. L. C., Susnjak, T. & Sincak, P., 2015, Robot Intelligence Technology and Applications 3 - Results from the 3rd International Conference on Robot Intelligence Technology and Applications. Kim, J-H., Yang, W., Jo, J., Sincak, P. & Myung, H. (eds.). Springer-Verlag London Ltd., p. 151-158 8 p. (Advances in Intelligent Systems and Computing; vol. 345).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • Wisdom of crowds: An empirical study of ensemble-based feature selection strategies

    Susnjak, T., Kerry, D., Barczak, A., Reyes, N. & Gal, Y., 2015, AI 2015: Advances in Artificial Intelligence - 28th Australasian Joint Conference, Proceedings. Renz, J. & Pfahringer, B. (eds.). Springer-Verlag London Ltd., p. 526-538 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9457).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
  • 2014

    Characterisation of the discriminative properties of the Radial Tchebichef Moments for hand-written digits

    Barczak, A. L. C., Susnjak, T. & Reyes, N. H., 19 Nov 2014, Proceedings of IVCNZ 2014: The 29th International Conference on Image and Vision Computing New Zealand. Association for Computing Machinery (ACM), p. 154-159 6 p. (ACM International Conference Proceeding Series; vol. 19-21-November-2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • 2013

    A decomposition machine-learning strategy for automated fruit grading

    Susnjak, T., Barczak, A. & Reyes, N., 2013, Proceedings of the World Congress on Engineering and Computer Science 2013. Ao, S. I., Douglas, C., Grundfest, W. S. & Burgstone, J. (eds.). Newswood Limited, Vol. II. p. 819-825 7 p. (Lecture Notes in Engineering and Computer Science; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    Open Access
    7 Citations (Scopus)
  • Colour segmentation for multiple low dynamic range images using boosted cascaded classifiers

    Barczak, A. L. C., Susnjak, T., Reyes, N. H. & Johnson, M. J., 2013, Proceedings of 2013 28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013. p. 136-141 6 p. 6727005. (International Conference Image and Vision Computing New Zealand).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    1 Citation (Scopus)
  • 2012

    Multiclass cascades for ensemble-based boosting algorithms

    Susnjak, T., Barczak, A., Reyes, N. & Hawick, K., 2012, STAIRS 2012: Proceedings of the Sixth Starting AI Researchers' Symposium. Kersting, K. & Toussaint, M. (eds.). IOS Press, p. 330-335 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 241).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    Open Access
    File
    2 Citations (Scopus)
    33 Downloads (Pure)
  • 2011

    Adaptive colour calibration for object tracking under spatially-varying illumination environments

    Shin, H., Reyes, N. H. & Barczak, A. L., 2011, Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings. Lu, B-L., Zhang, L. & Kwok, J. (eds.). PART III ed. p. 495-505 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7064 LNCS, no. PART 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • A Hybrid Fuzzy Q-learning algorithm for robot navigation

    Gordon, S. W., Reyes, N. H. & Barczak, A., 2011, IJCNN 2011 Conference Proceedings. IEEE, p. 2625-2631 7 p. 6033561. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    1 Citation (Scopus)
  • A new ensemble-based cascaded framework for multiclass training with simple weak learners

    Susnjak, T., Barczak, A., Reyes, N. & Hawick, K., 2011, Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, Proceedings. Real, P., Diaz-Pernil, D., Molina-Abril, H., Berciano, A. & Kropatsch, W. (eds.). Springer, Vol. PART 1. p. 563-570 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6854 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • Real-time computation of moment invariants combined with contrast stretching

    Barczak, A. L. C., Reyes, N. H., Susnjak, T. & Johnson, M. J., 2011, 19th European Signal Processing Conference (EUSIPCO). IEEE, p. 544-548 5 p. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • 2010

    Adaptive ensemble based learning in non-stationary environments with variable concept drift

    Susnjak, T., Barczak, A. L. C. & Hawick, K. A., 2010, Neural Information Processing. Theory and Algorithms - 17th International Conference, ICONIP 2010, Proceedings. Wong, K. W., Mendis, B. S. U. & Bouzerdoum, A. (eds.). Springer, Vol. PART 1. p. 438-445 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6443 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • A hybrid fuzzy-genetic colour classification system with best colour space selection under dynamically-changing illumination

    Shin, H., Reyes, N. H. & Barczak, A. L., 2010, Neural Information Processing. Models and Applications - 17th International Conference, ICONIP 2010, Proceedings. Wong, K. W., Mendis, B. S. & Bouzerdoum, A. (eds.). Springer, Vol. PART 2. p. 291-299 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6444 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    1 Citation (Scopus)
  • A modular approach to training cascades of boosted ensembles

    Susnjak, T., Barczak, A. L. & Hawick, K. A., 2010, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR and SPR 2010, Proceedings. Hancock, E. R., Wilson, R. C., Windeatt, T., Ulusoy, I. & Escolano, F. (eds.). Springer, p. 640-649 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6218 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    Open Access
    2 Citations (Scopus)
  • Colour object classification using the fusion of visible and near-infrared spectra

    Shin, H., Reyes, N. H., Barczak, A. L. & Chan, C. S., 2010, PRICAI 2010: Trends in Artificial Intelligence - 11th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Zhang, B-T. & Orgun, M. A. (eds.). Springer, p. 498-509 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6230 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    4 Citations (Scopus)
  • 2009

    Accelerated classifier training using the PSL cascading structure

    Susnjak, T. & Barczak, A. L. C., 2009, Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. Köppen, M., Kasabov, N. & Coghill, G. (eds.). Springer, Vol. PART 1. p. 945-952 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5506 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • Navel orange Blemish identification for quality grading system

    Liu, M., Ben-Tal, G., Reyes, N. H. & Barczak, A. L. C., 2009, Neural Information Processing - 16th International Conference, ICONIP 2009, Proceedings. Leung, C. S., Lee, M. & Chan, J. H. (eds.). Springer, Vol. PART 2. p. 675-682 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5864 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    2 Citations (Scopus)
  • Reducing IO bandwidth for GPU based moment invariant classifier systems

    Messom, C. H. & Barczak, A. L. C., 2009, I2MTC 2009 - IEEE International Instrumentation and Measurement Technology Conference Proceedings. IEEE Computer Society, p. 1194-1199 6 p. 5168636. (2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    1 Citation (Scopus)
  • Stream processing of geometric and central moments using high precision summed area tables

    Messom, C. & Barczak, A., 2009, Advances in Neuro-Information Processing - 15th International Conference, ICONIP 2008, Revised Selected Papers. Köppen, M., Kasabov, N. & Coghill, G. (eds.). PART 1 ed. Springer, p. 1095-1102 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5506 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    4 Citations (Scopus)
  • Stream processing of moment invariants for real-time classifiers

    Messom, C. H. & Barczak, A. L. C., 2009, ICARA 2009 - Proceedings of the 4th International Conference on Autonomous Robots and Agents. IEEE, p. 233-238 6 p. 4804024. (ICARA 2009 - Proceedings of the 4th International Conference on Autonomous Robots and Agents).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  • 2008

    Classifier and feature based stereo for mobile robot systems

    Messom, C. H. & Barczak, A. L., 2008, 2008 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2008)Proceedings. IEEE, p. 997-1002 6 p. 4547182. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    6 Citations (Scopus)
  • Empirical evaluation of a new structure for AdaBoost

    Barczak, A. L. C., Johnson, M. J. & Messom, C. H., 2008, SAC '08: Proceedings of the 2008 ACM symposium on Applied computing. New York: Association for Computing Machinery (ACM), p. 1764-1765 2 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    5 Citations (Scopus)
  • Hybrid fuzzy colour processing and learning

    Playne, D. P., Mehta, V. D., Reyes, N. H. & Barczak, A. L. C., 2008, Neural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers. Ishikawa, M., Doya, K., Miyamoto, H. & Yamakawa, T. (eds.). PART II ed. Springer, p. 386-395 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4985 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
  • Stream processing of integral images for real-time object detection

    Messom, C. & Barczak, A., 2008, Proceedings - 9th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2008. Huang, Z., Xu, Z., Rountree, N., Lefevre, L., Shen, H., Hine, J. & Pan, Y. (eds.). IEEE, p. 405-412 8 p. 4711009. (Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    14 Citations (Scopus)
  • 2007

    Real-time rotationally invariant features for environmental feature detection by mobile robots and sensor networks

    Barczak, A., Messom, C. & Chemudugunta, R., 2007, ROSE 2007 - International Workshop on Robotic and Sensor Environments, Proceedings. IEEE, p. 19-24 6 p. 4373961. (ROSE 2007 - International Workshop on Robotic and Sensor Environments, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    1 Citation (Scopus)
  • 2006

    Fast and efficient rotated haar-like features using rotated integral images

    Messom, C. & Barczak, A., 2006, Proceedings of the 2006 Australasian Conference on Robotics and Automation, ACRA 2006. MacDonald, B. (ed.). (Proceedings of the 2006 Australasian Conference on Robotics and Automation, ACRA 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    Open Access
    50 Citations (Scopus)
  • 2005

    Real-time hand tracking based on non-invariant features

    Barczak, A. L. C., Dadgostar, F. & Messom, C. H., 2005, IMTC'05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference. IEEE, p. 2192-2197 6 p. 1604564. (Conference Record - IEEE Instrumentation and Measurement Technology Conference; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    9 Citations (Scopus)
  • Real-time hand tracking using the Viola and Jones method

    Barczak, A. L. C., Dadgostar, F. & Johnson, M. J., 2005, Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2005. Marcellin, M. W. (ed.). ACTA Press, p. 336-341 6 p. (Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    4 Citations (Scopus)
  • 2004

    Evaluation of a boosted cascade of haar-like features in the presence of partial occlusions and shadows for real time face detection

    Barczak, A. L. C., 2004, PRICAI 2004: Trends in Artificial Intelligence. Zhang, C., Guesgen, H. W. & Yeap, W-K. (eds.). Berlin: Springer, p. 969-970 2 p. (Lecture Notes in Computer Science (LNCS); vol. 3157).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

    3 Citations (Scopus)
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