College of Sciences staff

Dr Andre Barczak staff profile picture

Contact details +64 (09) 414 0800  ext. 43131

Dr Andre Barczak

Senior Lecturer

Institute of Natural and Mathematical Sciences

Roles and Responsibilities

Senior Lecturer

More about me...View less...

Research Expertise

Research Interests

Computer Vision

Image Processing

Machine Learning

Thematics

21st Century Citizenship, Resource Development and Management, Design – for Commerce, Community and Culture, Health and Well-being, Future Food Systems

Area of Expertise

Field of research codes
Artificial Intelligence and Image Processing (080100): Computer Vision (080104): Image Processing (080106): Information And Computing Sciences (080000)

Research Projects

Summary of Research Projects

Position Current Completed
Project Leader 0 2

Research Outputs

Journal

Susnjak, T., Barczak, A., Reyes, N., & Hawick, K. (2013). Coarse-to-fine multiclass learning and classification for time-critical domains. Pattern Recognition Letters. 34(8), 884-894
[Journal article]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Susnjak, T., Barczak, ALC., & Hawick, KA. (2012). Adaptive cascade of boosted ensembles for face detection in concept drift. Neural Computing and Applications. 21(4), 671-682
[Journal article]Authored by: Barczak, A., Susnjak, T.
Reyes, NH., Barczak, ALC., Susnjak, T., & Fatahillah, . (2011). A Reconfigurable Hybrid Intelligent System for Robot Navigation. Research Letters in the Information and Mathematical Sciences. 15, 21-34 Retrieved from http://www.massey.ac.nz/massey/learning/departments/iims/research/research-letters/research-letters.cfm
[Journal article]Authored by: Barczak, A., Reyes, N.
Susnjak, T., Barczak, A., & Hawick, K. (2010). A novel bootstrapping method for positive datasets in cascades of boosted ensembles. Research Letters in the Information and Mathematical Sciences. 14, 17-24
[Journal article]Authored by: Barczak, A.
Barczak, A., Okamoto Jnr, J., & Grassi Jnr, V. (2009). Face tracking using a hyperbolic catadioptric omnidirectional system. Research Letters in the Information and Mathematical Sciences. 13, 55-67
[Journal article]Authored by: Barczak, A.
Susnjak, T., Barczak, A., & Hawick, K. (2009). Accelerated face detector training using the PSL framework. Research Letters in the Information and Mathematical Sciences. 13, 68-80
[Journal article]Authored by: Barczak, A.
Messom, CH., & Barczak, AL. (2009). Stream processing for fast and efficient rotated Haar-like features using rotated integral images. International Journal of Intelligent Systems Technologies and Applications. 7(1), 40-57
[Journal article]Authored by: Barczak, A.
Barczak, AL., Johnson, MJ., & Messom, CH. (2006). Real-time computation of Haar-like features at generic angles for detection algorithms. Research Letters in the Information and Mathematical Sciences. 9, 98-111
[Journal article]Authored by: Barczak, A., Johnson, M.
Dadgostar, F., Barczak, AL., & Sarrafzadeh, A. (2005). A colour hand gesture database for evaluating and improving algorithms on hand gesture and posture recognition. Research Letters in the Information and Mathematical Sciences. 7, 127-134
[Journal article]Authored by: Barczak, A.
Barczak, AL., & Dadgostar, F. (2005). Real-time hand using a set of cooperative classifiers based on Haar-like features. Research letters in the Information and Mathematical Sciences. 7, 29-42
[Journal article]Authored by: Barczak, A.
Barczak, AL., Messom, CH., & Johnson, MJ. (2003). Performance characteristics of a cost-effective medium-sized Beowulf cluster supercomputer. Research Letters in the Information and Mathematical Sciences. 5, 1-10
[Journal article]Authored by: Barczak, A., Johnson, M.
Novaski, O., & Barczak, ALC. (1997). Utilization of Voronoi diagrams for circularity algorithms. Precision Engineering. 20(3), 188-195
[Journal article]Authored by: Barczak, A.

Book

Wang, W., Reyes, NH., Barczak, ALC., Susnjak, T., & Sincak, P. (2015). Multi-behaviour robot control using genetic network programming with fuzzy reinforcement learning. (pp. 151 - 158).
[Chapter]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Reyes, NH., Barczak, ALC., Susnjak, T., Sincák, P., & Vaščák, J. (2013). Real-time fuzzy logic-based hybrid robot path-planning strategies for a dynamic environment. In Robotics: Concepts, Methodologies, Tools, and Applications. (pp. 1545 - 1571).
[Chapter]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Susnjak, T., & Barczak, A. (2014). On combining boosting with rule-induction for automated fruit grading. In Transactions on Engineering Technologies: Special Issue of the World Congress on Engineering and Computer Science 2013. (pp. 275 - 290).
[Chapter]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Reyes, NH., Barczak, ALC., Susnjak, T., Sinčák, P., & Vaščák, J. (2013). Real-time fuzzy logic-based hybrid robot path-planning strategies for a dynamic environment. In Efficiency and Scalability Methods for Computational Intellect. (pp. 115 - 141).
[Chapter]Authored by: Barczak, A., Reyes, N., Susnjak, T.

Thesis

Susnjak, T. (2012). Efficient boosted ensemble-based machine learning in the context of cascaded frameworks. (Doctoral Thesis)
[Doctoral Thesis]Authored by: Susnjak, T.Edited by: Barczak, A.
Barczak, AL. (2007). Feature-based rapid object detection: From feature extraction to parallellisation. (Doctoral Thesis, Massey University, Auckland, NZ)
[Doctoral Thesis]Authored by: Barczak, A.

Report

Johnson, MJ., Barczak, AL., & Messom, CH.(2007). Comparing Infiniband based clustered servers with Gigabit clustered servers.
[Technical Report]Authored by: Barczak, A., Johnson, M.

Conference

Reyes, NH., Barczak, ALC., Susnjak, T., & Jordan, A. (2017). Fast and smooth replanning for navigation in partially unknown terrain: The hybrid Fuzzy-D*lite algorithm. Advances in Intelligent Systems and Computing. Vol. 447 (pp. 31 - 41).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Alqahtani, S., Barczak, A., Reyes, N., Susnjak, T., & Ganley, A.Automatic alignment and comparison on images of petri dishes containing cell colonies. International Conference Image and Vision Computing New Zealand. 2151-2191.
[Conference]Authored by: Barczak, A., Susnjak, T.
Susnjak, T., Kerry, D., Barczak, A., Reyes, N., & Gal, Y. (2015). Wisdom of crowds: An empirical study of ensemble-based feature selection strategies. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9457 (pp. 526 - 538).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, ALC., susnjak, T., & Reyes, NH. (2014). Characterisation of the discriminative properties of the radial tchebichef moments for hand-written digits. Poster session presented at the meeting of 29th International Conference on Image and Vision Computing New Zealand, IVCNZ 2014. Hamilton
[Conference Poster]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, ALC., Susnjak, T., & Reyes, NH. (2014). Characterisation of the discriminative properties of the Radial Tchebichef Moments for hand-written digits. ACM International Conference Proceeding Series. Vol. 19-21-November-2014 (pp. 154 - 159).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Reyes, N., Barczak, A., & Susnjak, T. (2012, December). Tuning Fuzzy-based Hybrid Navigation Systems Using Calibration Maps. Presented at The 1st International Conference on Robot Intelligence Technology and Applications 2012 (RITA 2012). Gwangju, South Korea.
[Conference Oral Presentation]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Susnjak, T., Barczak, A., & Reyes, N. (2013). A decomposition machine-learning strategy for automated fruit grading. Lecture Notes in Engineering and Computer Science. Vol. 2 (pp. 819 - 825).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, ALC., Susnjak, T., Reyes, NH., & Jonhson, MJ. (2013). Colour Segmentation for Multiple Low Dynamic Range Images using Boosted Cascaded Classifiers. (pp. 136 - 141). : IVCNZ 2013 (International Conference on Image and Vision Computing New Zealand
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M., Reyes, N., Susnjak, T.
Reyes, NH., Barczak, ALC., & Susnjak, T. (2013). Tuning fuzzy-based hybrid navigation systems using calibration maps. Advances in Intelligent Systems and Computing. Vol. 208 AISC (pp. 713 - 722).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Susnjak, T., Barczak, A., Reyes, N., & Hawick, K. (2012). Multiclass cascades for ensemble-based boosting algorithms. Frontiers in Artificial Intelligence and Applications. Vol. 241 (pp. 330 - 335).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, A., Gilman, A., Reyes, N., & Susnjak, T.Analysis of Feature Invariance and Discrimination for Hand Images: Fourier Descriptors versus Moment Invariants. In P. Delmas (Ed.) (pp. 13 - 18). : Image and Vision Computing New Zealand
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Gilman, A., Reyes, N.
Gordon, SW., Reyes, NH., & Barczak, A. (2011). A Hybrid Fuzzy Q-learning algorithm for robot navigation. Proceedings of the International Joint Conference on Neural Networks. (pp. 2625 - 2631).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Shin, H., Reyes, NH., & Barczak, AL. (2011). Adaptive colour calibration for object tracking under spatially-varying illumination environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7064 LNCS (pp. 495 - 505).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Susnjak, T., Barczak, A., Reyes, N., & Hawick, K. (2011). A new ensemble-based cascaded framework for multiclass training with simple weak learners. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6854 LNCS (pp. 563 - 570).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, ALC., Reyes, NH., Susnjak, T., & Johnson, MJ. (2011). Real-time computation of moment invariants combined with contrast stretching. European Signal Processing Conference. (pp. 544 - 548).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M., Reyes, N., Susnjak, T.
Shin, H., Reyes, NH., & Barczak, AL. (2010). A hybrid fuzzy-genetic colour classification system with best colour space selection under dynamically-changing illumination. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6444 LNCS (pp. 291 - 299).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Susnjak, T., Barczak, ALC., & Hawick, KA. (2010). Adaptive ensemble based learning in non-stationary environments with variable concept drift. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6443 LNCS (pp. 438 - 445).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Susnjak, T.
Susnjak, T., Barczak, AL., & Hawick, KA. (2010). A modular approach to training cascades of boosted ensembles. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6218 LNCS (pp. 640 - 649).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Susnjak, T.
Shin, H., Reyes, NH., Barczak, AL., & Chan, CS. (2010). Colour object classification using the fusion of visible and near-infrared spectra. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6230 LNAI (pp. 498 - 509).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Messom, CH., & Barczak, ALC. (2009). Stream Processing of Moment Invariants for Real-time Classifiers. In GS. Gupta, & SC. Mukhopadhyay (Eds.) PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOTS AND AGENTS. (pp. 644 - 649). : 4th International Conference on Autonomous Robots and Agents
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, CH., & Barczak, ALC. (2009). Reducing IO bandwidth for GPU based Moment Invariant Classifier Systems. I2MTC: 2009 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3. (pp. 1167 - 1172). : 26th IEEE International Instrumentation and Measurement Technology Conference
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, CH., & Barczak, ALC. (2009). Reducing IO bandwidth for GPU based moment invariant classifier systems. 2009 IEEE Intrumentation and Measurement Technology Conference, I2MTC 2009. (pp. 1200 - 1204).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Liu, M., Ben-Tal, G., Reyes, NH., & Barczak, ALC. (2009). Navel orange Blemish identification for quality grading system. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5864 LNCS (pp. 675 - 682).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Messom, CH., & Barczak, ALC. (2009). Stream processing of moment invariants for real-time classifiers. ICARA 2009 - Proceedings of the 4th International Conference on Autonomous Robots and Agents. (pp. 233 - 238).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Susnjak, T., & Barczak, ALC. (2009). Accelerated classifier training using the PSL cascading structure. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5506 LNCS (pp. 945 - 952).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Susnjak, T.
Messom, C., & Barczak, A. (2009). Stream processing of geometric and central moments using high precision summed area tables. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5506 LNCS (pp. 1095 - 1102).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Susnjak, T., & Barczak, AL. (2008). The influence of the PSL cascade structure on training time and accuracy. In H. Cooper, M. Jordens, & G. Kloss (Eds.) Proceedings of the Fifth Annual Post Graduate Conference of the Institute of Information & Mathematical Sciences. (pp. 40 - 47).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, CH., & Barczak, AL. (2008). High precision GPU based integral images for moment invariant image processing systems. Proceedings of the Fifteenth Electronics New Zealand Conference. (pp. 127 - 132).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, C., & Barczak, A. (2008). Stream processing of integral images for real-time object detection. Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings. (pp. 405 - 412).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, CH., & Barczak, AL. (2008). Classifier and feature based stereo for mobile robot systems. Conference Record - IEEE Instrumentation and Measurement Technology Conference. (pp. 997 - 1002).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL., Johnson, MJ., & Messom, CH. (2008). Empirical evaluation of a new structure for AdaBoost. Poster session presented at the meeting of 23rd Annual ACM Symposium on Applied Computing. Fortaleza, Ceara, Brazil
[Conference Poster]Authored by: Barczak, A., Johnson, M.
Barczak, ALC., Johnson, MJ., & Messom, CH. (2008). Empirical evaluation of a new structure for AdaBoost. Proceedings of the ACM Symposium on Applied Computing. (pp. 1764 - 1765).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Playne, DP., Mehta, VD., Reyes, NH., & Barczak, ALC. (2008). Hybrid fuzzy colour processing and learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4985 LNCS (pp. 386 - 395).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Playne, D., Reyes, N.
Johnson, MJ., Barczak, AL., & Messom, CH. (2007). High performance supercomputing using infiniband based clustered servers. In DA. Carnegie, & P. Teal (Eds.) Proceedings of the 14th Electronics New Zealand Conference (ENZCon 2007). (pp. 83 - 88).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, AL., Johnson, MJ., & Messom, CH. (2007). Revisiting movement invariants: Rapid feature extraction and classification for handwritten digits. In MJ. Cree (Ed.) Proceedings of Image and Vision Computing New Zealand 2007. (pp. 137 - 142).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, A., Messom, C., & Chemudugunta, R. (2007). Real-time rotationally invariant features for environmental feature detection by mobile robots and sensor networks. ROSE 2007 - International Workshop on Robotic and Sensor Environments, Proceedings. (pp. 19 - 24).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Messom, C., & Barczak, A. (2006). Fast and efficient rotated haar-like features using rotated integral images. Proceedings of the 2006 Australasian Conference on Robotics and Automation, ACRA 2006.
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL., & Johnson, MJ. (2006). A new rapid feature extraction method for computer vision based on moments. In P. Delmas, J. James, & J. Morris (Eds.) Proceedings of the Image and Vision Computing New Zealand 2006 Conference. (pp. 395 - 400).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, AL., & Chemudugunta, R. (2006). Experiments with a mobile cluster for real-time object detection. In SC. Mukhopadhyay, & G. Sen Gupta (Eds.) Proceedings of the 3rd International Conference on Autonomous Robots and Agents (ICARA 2006). (pp. 303 - 308).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Johnson, MJ., Barczak, AL., & Russell, S. (2006). License plate detection and classification using a space displacement neural network. In P. Delmas, J. James, & J. Morris (Eds.) Proceedings of the Image and Vision Computing New Zealand 2006 Conference. (pp. 133 - 136).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Reyes, NH., Barczak, AL., & Messom, CH. (2006). Fast colour classification for real-time colour object identification: AdaBoost training of classifiers. In SC. Mukhopadhyay, & G. Sen Gupta (Eds.) Proceedings of the 3rd International Conference on Autonomous Robots and Agents. (pp. 611 - 616).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Reyes, N.
Barczak, AL., Johnson, MJ., & Messom, CH. (2005). A mobile parallel platform for real-time object recognition. In LJ. Ed (Ed.) 12th Electronics New Zealand Conference. (pp. 159 - 164). Auckland, NZ
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, AL., Johnson, MJ., & Messom, CH. (2005, November). A mobile parallel platform for real-time object recognition. Presented at 12th Electronics New Zealand Conference. Manukau, Auckland, NZ.
[Conference Oral Presentation]Authored by: Barczak, A., Johnson, M.
Barczak, AL., Johnson, J., & Messom, CH. (2005). A mobile parallel platform for real-time object recognition. In LJ. Ed (Ed.) Twelfth Electronics New Zealand Conference. (pp. 153 - 158). Manukau, Auckland, NZ
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL. (2005). Towards an efficient implementation of a rotation invarient detector using haar-like features. Poster session presented at the meeting of Image and Vision Computing New Zealand 2005. University of Otago, Dunedin, NZ
[Conference Poster]Authored by: Barczak, A.
Barczak, AL. (2005). Toward an efficient implementation of a rotation invariant detector using haar-like features. In BM. Ed (Ed.) Image and Vision Computing New Zealand 2005. (pp. 31 - 36). Dunedin, NZ
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, ALC., Dadgostar, F., & Messom, CH. (2005). Real-time hand tracking based on non-invariant features. Conference Record - IEEE Instrumentation and Measurement Technology Conference. Vol. 3 (pp. 2192 - 2197).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, ALC., Dadgostar, F., & Johnson, MJ. (2005). Real-time hand tracking using the Viola and Jones method. Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2005. (pp. 336 - 341).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, AL., Dadgostar, F., & Johnson, MJ. (2005, August). Real-time hand tracking using the Viola and Jones method. Presented at The Seventh International Association of Science and Technology for Development (IASTED) International Conference on Signal and Image Processing. Sheraton Waikiki Hotel, Honolulu, HI.
[Conference Oral Presentation]Authored by: Barczak, A., Johnson, M.
Barczak, ALC. (2004). Evaluation of a boosted cascade of haar-like features in the presence of partial occlusions and shadows for real time face detection. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Vol. 3157 (pp. 969 - 970).
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL. (2004). Evaluation of a boosted cascade of haar-like features in the presence of partial occlusions and shadows for real time face detection. Poster session presented at the meeting of 8th Pacific Rim International Conference on Artificial Intelligence. Auckland, NZ
[Conference Poster]Authored by: Barczak, A.
Barczak, AL. (2004). Evaluation of a boosted cascade of haar-like features in the presence of partial occlusions. In C. Zhang, HW. Guesgen, & WKY. Eds (Eds.) 8th Pacific Rim International Conference on Artificial Intelligence. (pp. 969 - 970). Berlin Heidelberg, Germany
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL. (2004, October). Experiments with object tracking in the presence of partial occlusions. Presented at 1st Postgraduate Conference of the Institute of Information and Mathematical Sciences. Massey University, Auckland, NZ.
[Conference Oral Presentation]Authored by: Barczak, A.
Barczak, AL. (2004). Experiments with object tracking in the presence of partial occlusions. In M. Walker, & JM. Eds (Eds.) First Postgraduate Conference of the Institute of Information and Mathematical Sciences. (pp. 33 - 38). Auckland, NZ
[Conference Paper in Published Proceedings]Authored by: Barczak, A.
Barczak, AL., Messom, CH., & Johnson, MJ. (2003). Performance characteristics of a cost-effective medium-sized Beowulf cluster supercomputing. In PMA. Sloot, D. Abramson, AV. Bogdanov, JJ. Dongarra, AY. Zomaya, & YEG. Eds (Eds.) International Conference of Computational Science - ICCS 2003. (pp. 1050 - 1059). Berlin, Germany
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, AL., Messom, CH., & Johnson, MJ. (2003). Performance characteristics of a cost-effective medium-sized Beowulf cluster supercomputer. Lecture Notes in Computer Science. Vol. 2660 (pp. 1050 - 1059).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.
Barczak, ALC., Messom, CH., & Johnson, MJ. (2003). Performance characteristics of a cost-effective medium-sized Beowulf cluster supercomputer. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 2660 (pp. 1050 - 1059).
[Conference Paper in Published Proceedings]Authored by: Barczak, A., Johnson, M.

Other

Barczak, A., reyes, N., Abastillas, A., Piccio, A., & Susnjak, T. (2012). MU_HandImages_ASL. Retreived from http://www.massey.ac.nz/~albarcza/gesture_dataset2012.html
[Dataset]Authored by: Barczak, A., Reyes, N., Susnjak, T.
Barczak, AL. (2007). Feature extraction and classification methods for rapid object detection. Presented at Massey University, Auckland, NZ.
[Oral Presentation]Authored by: Barczak, A.
Barczak, AL. (2006, May). Real-time object detection. In Connect Auckland: Technology Briefing. Presented at Massey University, Auckland, NZ.
[Oral Presentation]Authored by: Barczak, A.
Barczak, AL. (2005, February). Overview of parallel computing using message passing, MPI programming using C/C++. : Massey University.
[Oral Presentation]Authored by: Barczak, A.
Barczak, AL. (2004, September). Introduction to parallel programming with MPI. Presented at Massey University, Auckland, NZ. : Asia Pacific Bioinformatics Network.
[Oral Presentation]Authored by: Barczak, A.

Consultancy and Languages

Languages

  • English
    Spoken ability: Excellent
    Written ability: Excellent
  • Portuguese
    Spoken ability: Excellent
    Written ability: Excellent

Supervision and Teaching

Summary of Doctoral Supervision

Position Current Completed
Supervisor 0 1
CoSupervisor 1 0

Teaching

Computer Networks (159334)

Operating Systems (159335)

Parallel Computers (159735)

Computer Vision (159731)

Internet Programming (159339)

Courses Coordinated

Current Doctoral Supervision

CoSupervisor of:

  • Jun Ren - PhD
    Deep Representation Learning for Action Recognition in Complex Scenes

Completed Doctoral Supervision

Supervisor of:

  • 2012 - Teo Susnjak - PhD
    Efficient boosted ensemble-based machine learning in the context of cascaded frameworks

Media and Links

Other Links


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