Andre L. C. Barczak

Orcid: 0000-0001-7648-285X

According to our database1, Andre L. C. Barczak authored at least 42 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence.
CoRR, 2024

Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
CoRR, 2024

2023
RGB-D and Thermal Sensor Fusion: A Systematic Literature Review.
IEEE Access, 2023

2022
Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models.
J. Big Data, 2022

2021
A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters.
J. Big Data, 2021

An Enhanced Parallelisation Model for Performance Prediction of Apache Spark on a Multinode Hadoop Cluster.
Big Data Cogn. Comput., 2021

Small mammals and bird detection using IoT devices.
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

2020
A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench.
J. Big Data, 2020

Evolving Meta-Level Reasoning with Reinforcement Learning and A* for Coordinated Multi-Agent Path-planning.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Assessment of the Local Tchebichef Moments Method for Texture Classification by Fine Tuning Extraction Parameters.
CoRR, 2019

2018
Toward three-dimensional human action recognition using a convolutional neural network with correctness-vigilant regularizer.
J. Electronic Imaging, 2018

Robust Skeleton-based Action Recognition through Hierarchical Aggregation of Local and Global Spatio-temporal Features.
Proceedings of the 15th International Conference on Control, 2018

2015
Fast and Smooth Replanning for Navigation in Partially Unknown Terrain: The Hybrid Fuzzy-D*lite Algorithm.
Proceedings of the Robot Intelligence Technology and Applications 4, 2015

Automatic alignment and comparison on images of petri dishes containing cell colonies.
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

Wisdom of Crowds: An Empirical Study of Ensemble-Based Feature Selection Strategies.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014
Multi-Behaviour Robot Control using Genetic Network Programming with Fuzzy Reinforcement Learning.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

Characterisation of the Discriminative Properties of the Radial Tchebichef Moments for Hand-written Digits.
Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014

2013
Coarse-to-fine multiclass learning and classification for time-critical domains.
Pattern Recognit. Lett., 2013

Colour segmentation for multiple low dynamic range images using boosted cascaded classifiers.
Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013

2012
Adaptive cascade of boosted ensembles for face detection in concept drift.
Neural Comput. Appl., 2012

Multiclass Cascades for Ensemble-based Boosting Algorithms.
Proceedings of the STAIRS 2012, 2012

Tuning Fuzzy-Based Hybrid Navigation Systems Using Calibration Maps.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

2011
A Hybrid Fuzzy Q-learning algorithm for robot navigation.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Real-time computation of moment invariants combined with contrast stretching.
Proceedings of the 19th European Signal Processing Conference, 2011

A New Ensemble-Based Cascaded Framework for Multiclass Training with Simple Weak Learners.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
A Modular Approach to Training Cascades of Boosted Ensembles.
Proceedings of the Structural, 2010

Colour Object Classification Using the Fusion of Visible and Near-Infrared Spectra.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Adaptive Ensemble Based Learning in Non-stationary Environments with Variable Concept Drift.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination.
Proceedings of the Neural Information Processing. Models and Applications, 2010

2009
Stream processing for fast and efficient rotated Haar-like features using rotated integral images.
Int. J. Intell. Syst. Technol. Appl., 2009

Navel Orange Blemish Identification for Quality Grading System.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Stream processing of moment invariants for real-time classifiers.
Proceedings of the 4th International Conference on Autonomous Robots and Agents, 2009

2008
Empirical evaluation of a new structure for AdaBoost.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Stream Processing of Integral Images for Real-Time Object Detection.
Proceedings of the Ninth International Conference on Parallel and Distributed Computing, 2008

Accelerated Classifier Training Using the PSL Cascading Structure.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Stream Processing of Geometric and Central Moments Using High Precision Summed Area Tables.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Real-time Rotationally Invariant Features for Environmental Feature Detection by Mobile Robots Sensor Networks.
Proceedings of the 2007 International Workshop on Robotic and Sensors Environments, 2007

Hybrid Fuzzy Colour Processing and Learning.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2005
Real-time hand tracking using the viola and jones method.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

2004
Evaluation of a Boosted Cascade of Haar-Like Features in the Presence of Partial Occlusions and Shadows for Real Time Face Detection.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2003
Performance Characteristics of a Cost-Effective Medium-Sized Beowulf Cluster Supercomputer.
Proceedings of the Computational Science - ICCS 2003, 2003


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