Andre L C Barczak

Andre L C Barczak

Massey University

H-index: 15

Oceania-New Zealand

About Andre L C Barczak

Andre L C Barczak, With an exceptional h-index of 15 and a recent h-index of 7 (since 2020), a distinguished researcher at Massey University, specializes in the field of Computer Vision, Parallel Computers, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Automating research synthesis with domain-specific large language model fine-tuning

Automated assessment system for programming courses: a case study for teaching data structures and algorithms

Rgb-d and thermal sensor fusion: A systematic literature review

Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models

Editorial Message: Special Track on the Computational Intelligence and Video & Image Analysis

A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters

Small mammals and bird detection using IoT devices

Perspectives on the challenges of generalizability, transparency and ethics in predictive learning analytics

Andre L C Barczak Information

University

Position

Senior Lecturer in Computer Science

Citations(all)

950

Citations(since 2020)

352

Cited By

656

hIndex(all)

15

hIndex(since 2020)

7

i10Index(all)

21

i10Index(since 2020)

6

Email

University Profile Page

Massey University

Google Scholar

View Google Scholar Profile

Andre L C Barczak Skills & Research Interests

Computer Vision

Parallel Computers

Machine Learning

Artificial Intelligence

Top articles of Andre L C Barczak

Title

Journal

Author(s)

Publication Date

Automating research synthesis with domain-specific large language model fine-tuning

arXiv preprint arXiv:2404.08680

Teo Susnjak

Peter Hwang

Napoleon H Reyes

Andre LC Barczak

Timothy R McIntosh

...

2024/4/8

Automated assessment system for programming courses: a case study for teaching data structures and algorithms

Educational technology research and development

Andre LC Barczak

Anuradha Mathrani

Binglan Han

Napoleon H Reyes

2023/12

Rgb-d and thermal sensor fusion: A systematic literature review

IEEE Access

Martin Brenner

Napoleon H. Reyes

Teo Susnjak

Andre L. C. Barczak

2023

Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models

Journal of Big Data

Nasim Ahmed

Andre LC Barczak

Mohammad A Rashid

Teo Susnjak

2022/5/19

Editorial Message: Special Track on the Computational Intelligence and Video & Image Analysis

Agostinho Rosa

Andre LC Barczak

2022/4/25

A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters

Journal of Big Data

Nasim Ahmed

Andre LC Barczak

Mohammad A Rashid

Teo Susnjak

2021/8/14

Small mammals and bird detection using IoT devices

Kyuwon Shim

Andre Barczak

Napoleon Reyes

Nasim Ahmed

2021/12/9

Perspectives on the challenges of generalizability, transparency and ethics in predictive learning analytics

Computers and Education Open

Anuradha Mathrani

Teo Susnjak

Gomathy Ramaswami

Andre Barczak

2021/12/1

An enhanced parallelisation model for performance prediction of apache spark on a multinode hadoop cluster

Big Data and Cognitive Computing

Nasim Ahmed

Andre LC Barczak

Mohammad A Rashid

Teo Susnjak

2021/11/5

Incremental Improvement for Sub-optimal Euclidean TSP Paths Generated by Traditional Heuristics

Andre LC Barczak

Erik T Barczak

Napoleon H Reyes

2020/12/16

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

N Ahmed

Andre LC Barczak

Sibghat Ullah Bazai

Teo Susnjak

Mohammed A Rashid

2020/12/16

A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench

Journal of Big Data

Nasim Ahmed

Andre LC Barczak

Teo Susnjak

Mohammed A Rashid

2020/12/14

Evolving Meta-Level Reasoning with Reinforcement Learning and A* for Coordinated Multi-Agent Path-planning

Mona Alshehri

Napoleon Reyes

Andre Barczak

2020/5/5

See List of Professors in Andre L C Barczak University(Massey University)

Co-Authors

H-index: 40
Chee Seng Chan

Chee Seng Chan

Universiti Malaya

H-index: 22
Chris Messom

Chris Messom

Monash University

H-index: 18
Teo Susnjak

Teo Susnjak

Massey University

H-index: 17
Valdir Grassi Jr

Valdir Grassi Jr

Universidade de São Paulo

H-index: 17
Daniel Playne

Daniel Playne

Massey University

H-index: 16
Mohammad Rashid

Mohammad Rashid

Massey University

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