Staff Profile

Edit

Career Summary

Qualifications

  • PhD (Computer Science), University of Newcastle, 04/03/2013
  • Master of Computer Science, Universidade Federal de Minas Gerais - Brazil, 31/12/2009
  • Bachelor of Computer Science, Universidade Federal de Minas Gerais - Brazil, 06/02/2007

Research

Research keywords

  • Combinatorial Optimization
  • Heuristics
  • Meta-Heuristics
  • Mixed-Integer Programming

Research expertise

Mateus Rocha de Paula is a computer scientist specialised in operations research. With a solid background on algorithms and data structures, he has demonstrated ability to develop highly efficient methods based on combinatorial optimisation that make the best of the available computational resources.

His skills in software engineering allow him to approach various real problems, ranging from biological to logistical problems, in a very practical manner, proposing sophisticated high performance tools based on combinatorial optimisation and computer science techniques that are still user friendly.

Languages

  • English
  • Portuguese
  • Spanish

Fields of Research

CodeDescriptionPercentage
010303Optimisation80
080309Software Engineering20

Teaching

Teaching keywords

  • Algorithms
  • Computer Science
  • Data Structures
  • Operations Research
  • Optimization
Edit

Highlighted Publications

For publications that are currently unpublished or in-press, details are shown in italics.

YearCitationAltmetricsLink
2011Rocha De Paula M, Gomez Ravetti M, Berretta RE, Moscato PA, 'Differences in abundances of cell-signalling proteins in blood reveal novel biomarkers for early detection of clinical alzheimer's disease', PLoS ONE, 6 e17481 (2011) [C1]
2007Rocha De Paula M, Gómez Ravetti M, Mateus GR, Pardalos P, 'Solving parallel machines scheduling problems with sequence-dependent setup times using variable neighbourhood search', IMA Journal of Management Mathematics, 18 101-115 (2007) [C1]
2013Rocha De Paula M, Efficient methods of feature selection based on combinatorial optimization motivated by the analysis of large biological datasets, The University of Newcastle Australia (2013) [T3]
2008Rocha De Paula M, HEURÍSTICAS PARA A MINIMIZAÇÃO DOS ATRASOS EM SEQUENCIAMENTO DE MÁQUINAS PARALELAS COM TEMPOS DE PREPARAÇÃO DEPENDENTES DA SEQUÊNCIA, Universidade Federal de Minas Gerais (2008) [T1]

Publications

For publications that are currently unpublished or in-press, details are shown in italics.

Click on a category title below to expand the list of citations for that specific category.

Journal article (3 outputs)

YearCitationAltmetricsLink
2011Rocha De Paula M, Gomez Ravetti M, Berretta RE, Moscato PA, 'Differences in abundances of cell-signalling proteins in blood reveal novel biomarkers for early detection of clinical alzheimer's disease', PLoS ONE, 6 e17481 (2011) [C1]
2010De Paula MR, Mateus GR, Ravetti MG, 'A non-delayed relax-and-cut algorithm for scheduling problems with parallel machines, due dates and sequence-dependent setup times', Computers and Operations Research, 37 938-949 (2010) [C1]
2007Rocha De Paula M, Gómez Ravetti M, Mateus GR, Pardalos P, 'Solving parallel machines scheduling problems with sequence-dependent setup times using variable neighbourhood search', IMA Journal of Management Mathematics, 18 101-115 (2007) [C1]

Conference (2 outputs)

YearCitationAltmetricsLink
2013Boland N, Ernst A, Kalinowski T, Rocha de Paula M, Savelsbergh M, Singh G, 'Time Aggregation for Network Design to Meet Time-Constrained Demand', MODSIM2013, 20th International Congress on Modelling and Simulation, Adelaide, SA (2013) [E1]
2006Rocha De Paula M, Gómez Ravetti M, Pardalos P, 'Abordagem Variable Neighborhood Search para o Problema de Sequenciamento com Máquinas Paralelas e Tempos de Preparação Dependentes da Sequência', Abordagem Variable Neighborhood Search para o Problema de Sequenciamento com Máquinas Paralelas e Tempos de Preparação Dependentes da Sequência, Goiânia,GO - Brazil (2006) [E1]

Thesis / Dissertation (2 outputs)

YearCitationAltmetricsLink
2013Rocha De Paula M, Efficient methods of feature selection based on combinatorial optimization motivated by the analysis of large biological datasets, The University of Newcastle Australia (2013) [T3]
2008Rocha De Paula M, HEURÍSTICAS PARA A MINIMIZAÇÃO DOS ATRASOS EM SEQUENCIAMENTO DE MÁQUINAS PARALELAS COM TEMPOS DE PREPARAÇÃO DEPENDENTES DA SEQUÊNCIA, Universidade Federal de Minas Gerais (2008) [T1]
Edit

Grants and Funding

No funding.

Edit

Research Supervision

Number of current supervisions0

No Supervisions.

Edit

Dr Mateus Rocha De Paula

Work Phone(02) 4921 6482
Email
PositionPostdoctoral Research Fellow
Centre for Optimal Planning and Operations
School of Mathematical and Physical Sciences
Faculty of Science and Information Technology
The University of Newcastle, Australia
Office
V28,
Mathematics Building ,
University Drive Callaghan NSW 2308 Australia
University Drive
Callaghan NSW 2308
Australia
URL:www.newcastle.edu.au/profile/mateus-rochadepaula