Andre L. C. Barczak

48 papers A 1B 3C 2Misc 6Journal 18Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GatedFusion-Net: Per-pixel modality weighting in a five-cue transformer for RGB-D-I-T-UV fusion. Inf. Fusion Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2026	J	`jnl`	MM5: Multimodal image capture and dataset generation for RGB, depth, thermal, UV, and NIR. Inf. Fusion Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2026	J	`jnl`	Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence. IEEE Trans. Cybern. Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2025	J	`jnl`	Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. ACM Trans. Knowl. Discov. Data Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2024	J	`jnl`	Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. CoRR Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga
2024	J	`jnl`	Comparative Analysis of Machine Learning Algorithms for CKD Risk Prediction. IEEE Access Weilin Yang, Nasim Ahmed, Andre L. C. Barczak
2024	J	`jnl`	Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence. CoRR Teo Susnjak, Timothy R. McIntosh, Andre L. C. Barczak, Napoleon H. Reyes, Tong Liu, Paul A. Watters, Malka N. Halgamuge
2023	J	`jnl`	RGB-D And Thermal Sensor Fusion: A Systematic Literature Review. CoRR Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2023	J	`jnl`	RGB-D and Thermal Sensor Fusion: A Systematic Literature Review. IEEE Access Martin Brenner, Napoleon H. Reyes, Teo Susnjak, Andre L. C. Barczak
2022	J	`jnl`	Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models. J. Big Data Nasim Ahmed, Andre L. C. Barczak, Mohammed A. Rashid, Teo Susnjak
2021	J	`jnl`	A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters. J. Big Data Nasim Ahmed, Andre L. C. Barczak, Mohammed A. Rashid, Teo Susnjak
2021	J	`jnl`	An Enhanced Parallelisation Model for Performance Prediction of Apache Spark on a Multinode Hadoop Cluster. Big Data Cogn. Comput. Nasim Ahmed, Andre L. C. Barczak, Mohammed A. Rashid, Teo Susnjak
2021	Misc	`conf`	Small mammals and bird detection using IoT devices. IVCNZ Kyuwon Shim, Andre L. C. Barczak, Napoleon H. Reyes, Nasim Ahmed
2020	J	`jnl`	A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench. J. Big Data Nasim Ahmed, Andre L. C. Barczak, Teo Susnjak, Mohammed A. Rashid
2020	A	`conf`	Evolving Meta-Level Reasoning with Reinforcement Learning and A* for Coordinated Multi-Agent Path-planning. AAMAS Mona Alshehri, Napoleon H. Reyes, Andre L. C. Barczak
2019	J	`jnl`	Assessment of the Local Tchebichef Moments Method for Texture Classification by Fine Tuning Extraction Parameters. CoRR Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak
2018	C	`conf`	Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features. ICARCV Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu, Jing Ma
2018	J	`jnl`	Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer. J. Electronic Imaging Jun Ren, Napoleon H. Reyes, Andre L. C. Barczak, Chris Scogings, Mingzhe Liu
2015	Misc	`conf`	Automatic alignment and comparison on images of petri dishes containing cell colonies. IVCNZ Safar Alqahtani, Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Austen Ganley
2015	—	`conf`	Fast and Smooth Replanning for Navigation in Partially Unknown Terrain: The Hybrid Fuzzy-D*lite Algorithm. RiTA Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, A. Jordan
2015	—	`conf`	Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies. Australasian Conference on Artificial Intelligence Teo Susnjak, David Kerry, Andre L. C. Barczak, Napoleon H. Reyes, Yaniv Gal
2014	Misc	`conf`	Characterisation of the Discriminative Properties of the Radial Tchebichef Moments for Hand-written Digits. IVCNZ Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes
2014	—	`conf`	Multi-Behaviour Robot Control using Genetic Network Programming with Fuzzy Reinforcement Learning. RiTA W. Wang, Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak, Peter Sincak
2013	J	`jnl`	Coarse-to-fine multiclass learning and classification for time-critical domains. Pattern Recognit. Lett. Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2013	Misc	`conf`	Colour segmentation for multiple low dynamic range images using boosted cascaded classifiers. IVCNZ Andre L. C. Barczak, Teo Susnjak, Napoleon H. Reyes, Martin J. Johnson
2012	J	`jnl`	Adaptive cascade of boosted ensembles for face detection in concept drift. Neural Comput. Appl. Teo Susnjak, Andre L. C. Barczak, Ken A. Hawick
2012	—	`conf`	Multiclass Cascades for Ensemble-based Boosting Algorithms. STAIRS Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2012	—	`conf`	Tuning Fuzzy-Based Hybrid Navigation Systems Using Calibration Maps. RiTA Napoleon H. Reyes, Andre L. C. Barczak, Teo Susnjak
2011	B	`conf`	A Hybrid Fuzzy Q-learning algorithm for robot navigation. IJCNN Sean W. Gordon, Napoleon H. Reyes, Andre L. C. Barczak
2011	—	`conf`	A New Ensemble-Based Cascaded Framework for Multiclass Training with Simple Weak Learners. CAIP (1) Teo Susnjak, Andre L. C. Barczak, Napoleon H. Reyes, Ken A. Hawick
2011	—	`conf`	Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments. ICONIP (3) Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
2011	—	`conf`	Real-time computation of moment invariants combined with contrast stretching. EUSIPCO Andre L. C. Barczak, Napoleon H. Reyes, Teo Susnjak, Martin J. Johnson
2010	—	`conf`	A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination. ICONIP (2) Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak
2010	—	`conf`	A Modular Approach to Training Cascades of Boosted Ensembles. SSPR/SPR Teo Susnjak, Andre L. C. Barczak, Ken A. Hawick
2010	—	`conf`	Adaptive Ensemble Based Learning in Non-stationary Environments with Variable Concept Drift. ICONIP (1) Teo Susnjak, Andre L. C. Barczak, Ken A. Hawick
2010	B	`conf`	Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra. PRICAI Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak, Chee Seng Chan
2009	—	`conf`	Navel Orange Blemish Identification for Quality Grading System. ICONIP (2) Minghui Liu, Gadi Ben-Tal, Napoleon H. Reyes, Andre L. C. Barczak
2009	J	`jnl`	Stream processing for fast and efficient rotated Haar-like features using rotated integral images. Int. J. Intell. Syst. Technol. Appl. Chris H. Messom, Andre L. C. Barczak
2009	—	`conf`	Stream processing of moment invariants for real-time classifiers. ICARA Chris H. Messom, Andre L. C. Barczak
2008	—	`conf`	Accelerated Classifier Training Using the PSL Cascading Structure. ICONIP (1) Teo Susnjak, Andre L. C. Barczak
2008	Misc	`conf`	Empirical evaluation of a new structure for AdaBoost. SAC Andre L. C. Barczak, Martin J. Johnson, Chris H. Messom
2008	—	`conf`	Stream Processing of Geometric and Central Moments Using High Precision Summed Area Tables. ICONIP (1) Chris H. Messom, Andre L. C. Barczak
2008	C	`conf`	Stream Processing of Integral Images for Real-Time Object Detection. PDCAT Chris H. Messom, Andre L. C. Barczak
2007	—	`conf`	Hybrid Fuzzy Colour Processing and Learning. ICONIP (2) Daniel P. Playne, Vrushank D. Mehta, Napoleon H. Reyes, Andre L. C. Barczak
2007	—	`conf`	Real-time Rotationally Invariant Features for Environmental Feature Detection by Mobile Robots Sensor Networks. ROSE Andre L. C. Barczak, Chris H. Messom, Ravi Chemudugunta
2005	—	`conf`	Real-time hand tracking using the viola and jones method. SIP Andre L. C. Barczak, Farhad Dadgostar, Martin J. Johnson
2004	B	`conf`	Evaluation of a Boosted Cascade of Haar-Like Features in the Presence of Partial Occlusions and Shadows for Real Time Face Detection. PRICAI Andre L. C. Barczak
2003	Misc	`conf`	Performance Characteristics of a Cost-Effective Medium-Sized Beowulf Cluster Supercomputer. International Conference on Computational Science Andre L. C. Barczak, Chris H. Messom, Martin J. Johnson