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Career Summary

Biography

Pablo Moscato is the founding co-director of the Priority Research Centre for Bioinformatics, Biomarker Discovery and Information-based Medicine and the funding director of Newcastle Bioinformatics Initiative, a partner group of the Australian Research Council Centre in Bioinformatics. He has been working in Evolutionary Computation since 1988, and in heuristic methods for Operations Research problems since 1985. His papers have been cited more than 6,026 times (data from Google Scholar, July 22, 2014). He is a consistentlly highly cited author. According to Google Scholar his Egghe's g-index is 74, indicating that his 74 most cited publications have been cited more than 5,515 times.

His work and ideas have been highly influential in a large number of scientific and technological fields.

He is one of Australia’s most cited computer scientists. Pablo has held academic and research positions in the United States, Australia, Brazil and Argentina. Pablo Moscato is member of the editorial board of "Journal of Mathematical Modelling and Algorithms", "Memetic Computing", "BMC Journal on Clinical Bioinformatics" and "Journal of Heuristics", and has served as member of the Program Committee of many international conferences in heuristics and optimization (MIC, GECCO, CEC, MAEB, EvoBIO, EvoCOP, PPSN, WOMA, SLS, LION, etc.), and regularly acts as referee for more than 20 international journals. He has reviewed grants for several funding bodies in Australia and Europe and is a Chief Investigator of the ARC Centre of Excellence in Bioinformatics (2008-2010).

Qualifications

  • PhD (Electrical Engineering), Universidade Estadual de Campinas - Brazil, 11/07/2001
  • Licenciado en Fisica (Equiv Bachelor), Universidad Nacional de la Plata - Argentina, 04/07/1988

Research

Research keywords

  • Bioinformatics
  • Cancer
  • Combinatorial Optimisation
  • Data Mining
  • Evolutionary Computation
  • Management Science
  • Memetic Algorithms
  • Metaheuristics
  • Operations Research
  • Systems Biology

Research expertise

Life Sciences – Molecular and Clinical Biomarker Discovery

• Introduced a unifying hallmark of cancer based on the changes of Information Theory quantifiers (“Cancer Biomarker Discovery: The Entropic Hallmark”, PLoS ONE 5(8): e12262. doi:10.1371/journal.pone.0012262).

• Proved the validity of our argumentation about the power of our Information Theory driven methodology by applying the technique to the identification of Alzheimer’s Disease biomarkers. (“Uncovering Molecular Biomarkers That Correlate Cognitive Decline with the Changes of Hippocampus' Gene Expression Profiles in Alzheimer's Disease”, PLoS ONE 5(4): e10153. doi:10.1371/journal.pone.0010153).

• Founded and organized the Inaugural Biomarker Discovery Meeting @ Shoal Bay, Dec. 6-10, 2010 (the first Australian-based event of this type).

• Identified new Multiple Sclerosis susceptibility loci on chromosomes 12 and 20 (Nature Genetics 41, 824 - 828 (2009)) the GWAS supported by an ARC Linkage and Multiple Sclerosis Research Australia, and in collaboration with the Australian–New Zealand Multiple Sclerosis Genetics Consortium that he co-founded.

• Led the team that developed the first transcription factor map that can explain most of the gene expression variation observed in the gene expression molecular signatures for Relapse Remitting, Primary Progressive, and Secondary Progressive Multiple Sclerosis

• Developed a novel mathematical model, and an associated solution procedure based on combinatorial optimization techniques, to identify optimal drug combinations for cancer therapeutics (PLoS ONE 5(10): e13055. doi:10.1371/journal.pone.0013055)

• Using a panel of abundances of 120 signalling proteins on archived plasma samples, developed a novel mathematical method for biomarker discovery that led to the 5-protein biomarker molecular signature for clinical Alzheimer’s disease. Developed classifiers that predicted with 96% total accuracy the onset of the illness (results published in PLoS ONE 3(9): e3111. doi:10.1371/journal.pone.0003111).

• Developed a new method for clustering that helped, in a different application, to identify seven well-defined clusters of symptoms that categorized longitudinal radiation-induced rectal toxicity data (Radiother. Oncol. 2009 (Mar.), 90(3): 400-07; Epub 24 Oct. 2008).

• Developed the first method to distinguish childhood absence eplilepsy from controls by the analysis of their background EEG (J Neurosci Methods, 13 May 2009).

• Transformed The University of Newcastle from an inactive institution in research in bioinformatics to being a leader in NSW and in Australia in translational and clinical bioinformatics (via the establishment of the Newcastle Bioinformatics Initiative in 2002 and the creation of the Priority Research Centre in 2006), two ARC Discovery Projects (as first named Chief Investigator) and by leading the Newcastle node of the ARC Centre of Excelence in Bioinformatics since 2004).

Computer Science and Applied Mathematics

• “Memetic algorithms”, the field I have championed in the computing literature since my collaboration with M.G. Norman (Caltech Concurrent Computation Program Report 826, 1989), has expanded rapidly and gained worldwide reputation. A web search on Google with “memetic (algorithms OR algorithm)” returns 80 500 hits with pages containing information that refers to this subject.

• Springer created, in 2008, the journal Memetic Computing—http://www.springer.com/engineering/journal/12293—and the IEEE has established an Emergent Technologies Task force in Memetic Computing to promote research in Memetic Algorithms.

Optimization, Operations Research and Management Science

• In recognition of my research outputs and trajectory I was invited to publish a chapter on “Memetic Algorithms” for the planned Encyclopedia of Operations Research and Management Science, published by Wiley (to appear in 2009).

Languages

  • Italian
  • Portuguese
  • Spanish

Fields of Research

CodeDescriptionPercentage
080299Computation Theory And Mathematics Not Elsewhere Classified60
080199Artificial Intelligence And Image Processing Not Elsewhere Classified30
110399Clinical Sciences Not Elsewhere Classified10

Memberships

Committee/Associations (relevant to research).

  • Member - California Institute of Technology Alumni Association
  • Member - Australian–New Zealand Multiple Sclerosis Genetics Consortium
  • Member - Australian Stroke Genetics collaboration
  • Member - New South Wales Multiple Sclerosis Research Network
  • Member - Scientific Advisory Board Member of SolveIT

Editorial Board.

  • Member of the editorial board since 2006 - Journal of Heuristics
  • Member of the editorial board since 2002 - Journal of Mathematical Modelling and Algorithms
  • Memetic Computing (new journal to be published by Springer)

Appointments

Director
Newcastle Bioinformatics Initiative (Australia)
01/12/2002
Director
Newcastle Bioinformatics Initiative (Australia)
01/12/2002
Chief Investigator
ARC Centre of Excellence in Bioinformatics (Australia)
01/01/2007

Awards

Research Award.

2007Best paper award at the First European Workshop in Evolutionary Computation and Bioinformatics
EvoNET (** Unknown Country **)

Invitations

Personalized Information-based Medicine: Huge challenges, massive opportunities and some lessons learned
10th Metaheuristics International Conference Singapore, Singapore (Keynote Address)
2013
Bioinformatics and Operations Research
9th Congress of the Chilean Institute of Operations Research (ICHIO), Chile (Keynote Address)
2011
Cancer Biomarker Discovery: The Entropic Hallmark
Western Australian Institute for Medical Research, Australia (Invited Presenter)
2010
Winter School in Mathematical and Computational Biology
Queensland Bioscience Precinct, The University of Queensland, Australia (Invited Presenter)
2009
Memetic Algorithms
6th Metaheuristics International Conference, MIC’05, Austria (Invited Presenter)
2005
Course on Memetic Algorithms
Semana Académica do Curso de Informática, Universidade Federal de Santa Maria, Australia (Invited Presenter)
1998
Genetic and Memetic Algorithms and their applications
I Congreso Internacional Sur Andino de Ingenieria de Sistemas e Informática, Peru (Invited Presenter)
1997
Computational Physics and Physical Computation
20th Informatics and Operations Research Meeting, Argentina (Invited Presenter)
1991
Memetic Algorithms: a report on recent progress
7th INFORMS Computer Science Technical Section Conference on Computer Science and Operations Research, Mexico (Invited Presenter)
2000
Memetic Algorithms in 60 minutes
Instituto Nacional de Pesquisas Espaciais, Ministerio da Ciencia e Tecnologia, São José dos Campos, Brazil (Invited Presenter)
1999
A Memetic Algorithm with Guided Local Search: A TSP case study
XXX Simposio Brasileiro de Pesquisa Operacional , Argentina (Invited Presenter)
1998
Local Search Techniques for Scheduling and Timetabling Problems
XXX Simposio Brasileiro de Pesquisa Operacional, Argentina (Invited Presenter)
1998
Memetic Algorithms: Past, Present and Future
6th INFORMS Computer Science Technical Section Conference on Computer Science and Operations Research: Recent Advances in the Interface, United States (Invited Presenter)
1998
Analysis of Genetic and Memetic Algorithms: Towards Tight Results
6th INFORMS Computer Science Technical Section Conference on Computer Science and Operations Research: Recent Advances in the Interface, United States (Invited Presenter)
1998
An expert system in PROLOG to benefit from the transformations and reductions between NP optimization problems
XXIX Simposio Brasileiro de Pesquisa Operacional, Brazil (Invited Presenter)
1997
A new hybrid heuristic for large geometric Traveling Salesman Problems based on the Delaunay Triangulation
XXVII Simposio Brasileiro de Pesquisa Operacional, , Brazil (Invited Presenter)
1995
Using L-Systems to generate arbitrarily large instances of the Euclidean Traveling Salesman Problem with known optimal tours
XXVII Simposio Brasileiro de Pesquisa Operacional, Vitoria, Brasil, Brazil (Invited Presenter)
1995
A ‘Memetic’ Approach for the Traveling Salesman Problem: Implementation of a Computational Ecology for Combinatorial Optimization on Message-Passing Systems
International Conference on Parallel Computing and Transputer Applications, PACTA ’92, Spain (Invited Presenter)
1992
A Competitive and Cooperative Approach to Complex Combinatorial Search
JAIIO XX, The 20th Meeting on Informatics and Operations Research, Argentina (Invited Presenter)
1991
Numerical Simulation of a Neural Net applied to the solution of the Traveling Salesman Problem
Congress of the Argentinean Physics Association, Bariloche, Argentina, Argentina (Invited Presenter)
1987
Australian Mathematical Sciences Institute, Winter School in Mathematics and Computational Biology
Institute for Molecular Bioscience, Australia (Invited Presenter)
2004
All Hands Meeting of the ARC Centre in Bioinformatics
The University of Queensland, St. Lucia, Australia (Invited Presenter)
2004
Memetic Algorithms and Combinatorial Optimization
Center for Advanced Computing Research, California Institute of Technology, United States (Invited Presenter)
1996
Memetic algorithms
Departamento de Lenguajes y Sistemas Informaticos, Spain (Invited Presenter)
2000
Teaching one artificial neuron can be ‘hard’ and other lessons learned from computational complexity
International Centre of Theoretical Physics, Italy (Invited Presenter)
1995
Complex Systems for Complex Problems
Department of Computer Science and Statistics, ICMC-USP, Brazil (Invited Presenter)
2014
Population Approaches for Optimization, Genetic and Memetic Algorithms: The role of Hierarchical Cost Functions
Edinburgh Parallel Computing Centre, United Kingdom (Invited Presenter)
1992
Blending Heuristics with Computational Ecologies: The Memetic Approach for the Traveling Salesman Problem
Department de Matháematiques, Ecole Polytechnique Federale de Lausanne, Switzerland (Invited Presenter)
1992
Complex Systems for Complex Problems
Santa Fe Institute, United States (Invited Presenter)
1994
Student Symposium in Bioinformatics
Bioinformatics Institute of New Zealand, New Zealand (Conference Presentation - non published.)
2006
All Hands Meeting of the ARC Centre in Bioinformatics
The Unviersity of Queensland, Australia (Conference Presentation - non published.)
2005
HMRI Conference on Translational Cancer Research: Molecular Mechanisms and Implications for Treatment
Hunter Medical Research Institute, Australia (Conference Presentation - non published.)
2006
Tutorial on Memetic Algorithms
The Unviersity of Vienna, Austria (Conference Presentation - non published.)
2006
Microarray Data Analysis Workshop
The University of Queensland, Australia (Invited Presenter)
2006
All Hands Meeting of the ARC Centre in Bioinformatics
The Unviersity of Queensland, Australia (Invited Presenter)
2004
Annual Scientific Meeting of the Australian New Zealand Breast Cancer Trials Group
Australian New Zealand Breast Cancer Trials Group, Australia (Invited Presenter)
2007
Australian Mathematical Society workshop in Statistics and Bioinformatics
The University of Newcastle, Australia (Invited Presenter)
2002
Invited Lecturer at the ICE-EM Summer Symposium in Bioinformatics organized by the International Centre of Excellence for Education in Mathematics, ANU, Canberra
The Unviersity of Queensland, Australia (Invited Presenter)
2004
Mathematical Sciences Institute,Winter School in Mathematics and Computational Biology
The Unviersity of Queensland, Australia (Invited Presenter)
2004
Mathematical and Computational Biology
The University of Queensland, Australia (Invited Presenter)
2006

Collaboration

Prof Moscato has been invited to give presentations and seminars in many countries and different institutions, including (since 1987) in the USA, Canada, UK, France, Spain, Italy, Switzerland, Austria, Denmark, Mexico, Brazil, Argentina, Chile, Peru, and more recently New Zealand and Australia. I have presented seminars of my work in English, Spanish, Portuguese and, in one opportunity, Italian (at Universita di Padova).

Since 2006 he has been invited to give talks and collaborated with researchers at:

• California Institute of Technology,

• University of Colorado at Boulder,

• University of Tenneesse and Oak Ridge National Labs,

• Western Australian Institute for Medical Research,

• Queensland Institute of Medical Research,

• Institute for Molecular Bioscience at University of Queensland,

• University of Auckland,

• University of Málaga (Spain),

• Universitat Politecnica de Catalunya (Barcelona, Spain),

• University of Sydney,

• Hunter Area Pathology Service, John Hunter Hospital,

• Universidad de Buenos Aires (Argentina),

• Universidad de Sao Paulo (Brazil),

• NSW Department of State and Regional Development (Sydney)

He has been an Invited Speaker at the “HMRI Conference on Translational Cancer Research: Molecular Mechanisms and Implications for Treatment”, Sep. 20-22, 2006; other invited speakers included Professor Sir David Lane (UK) and Professor Ian Frazer, (Australian of the Year 2006).

Administrative

Administrative expertise

Academic and Research Computing Services Committee, 2009 – present.

Member of the Research Quality Framework Data Management Advisory Group (reports to the DVC-R; developed a data analysis in collaboration with Research Office of the research profile of academics and a domination-based analysis of Australian universities in preparation for the RQF exercise. Established a working party with the University Strategic Group for the RQF and developed functional design specification for the proposal of the online CV system (Research Portfolio Manager). Aug. 2005 – June 2006.

Member of the Faculty Research Committee, Faculty of Engineering and Built Environment, The University of Newcastle, 2003 – present.

Research Coordinator for Computer Science and Software Engineering Discipline, University of Newcastle, 2003 – present.

Postgraduate Director for Computer Science and Software, Jan. 2003 – Jan. 2005.

Representative for the National Collaborative Research Infrastructure Strategy, Capability 5.1

“Evolving biomolecular platforms and informatics Investment Plan”, 2006.

School of Electrical Engineering and Computer Science International Students Advisor, 2005 – present.

ARC Centre of Excellence in Bioinformatics – Newcastle Coordinator, June 2004 – Dec. 2006.

Teaching

Teaching keywords

  • Combinatorial Optimisation
  • Computer Science
  • Evolutionary Computation
  • Mathematics
  • Metaheuristics
  • Operations Research
  • Parallel Computing
  • Scientific Computing

Teaching expertise

Pablo has taught in four different institutions in three different countries (Brazil, Argentina and Australia).

At the University of Newcastle, he has supervised 17 RHD and honour students since July 2006. Three (3) PhD students have successfully completed their PhD Thesis under his supervision (two since his last promotion and both have obtained lecturer positions overseas Al-Ahliyya-Amman University, Amman, Jordan and at Universidad de Santiago de Chile, Chile). I currently have 4 PhD students.

In addition, since my last promotion, I was supervisor of eleven honours or final year students; four are current students and the other seven have successfully completed their work, in most of the cases with high distinctions.

Among the six students that I have supervised as honour students before July 2006, three are academics (Professor at Universidad Nacional de La Plata, Argentina; Lecturer at University of Granada, Spain and Professor at the University of Nottingham). The others are working in several types of software companies (one in Australia).

Dr Elena Prieto was the first PhD student that completed under his supervision at the University of Newcastle. She obtained a second place in the nationwide competition promoted during the Australasian Computer Science Week in 2006 (for the best CS Thesis in Australia of that year). A commendation or first-place award was not given by CORE to any thesis from this university since 1998 and has not been received again.

Courses Coordinated and Lectured at UoN:

Formal Languages and Automata (2nd year)

Theory of Computation (3rd year)

Introduction to Algorithmics (3rd year)

Data Mining (4th year)

The Software Process (2nd year, all aspects of the Software Life Cycle)

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Highlighted Publications

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

YearCitationAltmetricsLink
2004Buriol L, Franca PM, Moscato PA, 'A new memetic algorithm for the asymmetric traveling salesman problem', Journal of Heuristics, 10 483-506 (2004) [C1]
2003Moscato PA, Cotta C, 'A memetic-aided approach to hierarchical clustering from distance matrices: application to gene expression clustering and phylogeny', Biosystems, 72 75-97 (2003) [C1]
2003Cotta C, Mendes A, Garcia V, Franca P, Moscato PA, 'Apply Memetic Algorithms to the Analysis of Microarray Data', Lecture Notes in Computer Science, 2611 22-32 (2003) [C1]

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.

Book (1 outputs)

YearCitationAltmetricsLink
2012Neri F, Cotta C, Moscato PA, Handbook of Memetic Algorithms, Springer, Berlin, Germany, 368 (2012) [A3]

Chapter (23 outputs)

YearCitationAltmetricsLink
2012Berretta RE, Cotta C, Moscato PA, 'Memetic algorithms in bioinformatics', Handbook of Memetic Algorithms, Springer, Berlin, Germany 261-271 (2012) [B1]

Co-authors: Regina Berretta

2012Moscato PA, 'Memetic algorithms: The untold story', Handbook of Memetic Algorithms, Springer-Verlag, Berlin 275-309 (2012) [B2]
2011Moscato PA, Berretta R, Cotta C, 'Memetic Algorithms', Wiley Encyclopedia of Operations Research and Management Science, 8 Volume Set, John Wiley & Sons, . 1-24 (2011)
2010Atkinson RJ, Rosso OA, Figliola A, Serrano E, Moscato PA, Hunter M, Rostas JA, 'Use of the domestic chicken to investigate mechanisms of brain maturation', Translational Neuroscience and Its Advancement of Animal Research Ethics, Nova Science Publishers, Hauppauge 29-53 (2010) [B1]
2009Ravetti MG, Berretta RE, Moscato PA, 'Novel biomarkers for prostate cancer revealed by ([alpha, beta]) -k-feature sets', Foundations of Computational Intelligence Volume 5: Functional Approximation and Classification, Springer, Berlin 149-175 (2009) [B1]
2008Berretta RE, Costa WE, Moscato PA, 'Combinatorial optimization models for finding genetic signatures from gene expression datasets', Bioinformatics, Humana Press, New York 363-377 (2008) [B1]
2008Hourani MA, Berretta RE, Mendes ADS, Moscato PA, 'Genetic signatures for a rodent model of Parkinson's disease using combinatorial optimization methods', Bioinformatics, Humana Press, New York 379-392 (2008) [B1]
2008Mendes ADS, Scott R, Moscato PA, 'Microarrays - Identifying molecular portraits in prostrate tumors with different gleason patterns', Clinical Bioinformatics, Humana Press, New York 131-151 (2008) [B1]
2007Cotta C, Langston M, Moscato PA, 'Combinatorial and algorithmic issues for microarray data analysis', Handbook of Approximation Algorithms and Metaheuristics, Taylor & Francis, London (2007) [B1]
2007Moscato PA, Cotta C, 'Memetic algorithms', Handbook of Approximation Algorithms and Metaheuristics, Taylor & Francis, London (2007) [B1]
2004Moscato PA, Mendes ADS, Cotta C, 'Scheduling and production & control: MA', Studies in fuzziness and soft computing - new optimization techniques in engineering, Springer, New York 655-680 (2004) [B1]

Co-authors: Alexandre Mendes

2004Cotta C, Moscato PA, 'Evolutionary computation: Challenges and duties', Frontiers of Evolutionary Computation, Kluwer Academic Press, Boston, MA 53-72 (2004) [B1]
2004Moscato PA, Cotta C, Mendes ADS, 'Memetic Algorithms', Studies in fuzziness and soft computing - new optimization techniques in engineering, Springer, New York 53-86 (2004) [B1]

Co-authors: Alexandre Mendes

2004Moscato PA, Mendes ADS, Linhares A, 'VLSI design: gate matrix layout problem', Studies in fuzziness and soft computing - new optimization techniques in engineering, Springer, New York 455-478 (2004) [B1]

Co-authors: Alexandre Mendes

2004Moscato PA, Linhares A, Mendes A, 'Memetic algorithms for VLSI design problems: The gate matrix layout problem', New Optimization Techniques in Engineering, Springer Science & Business Media, . (2004)
2004Moscato PA, Cotta C, Mendes A, 'Scheduling, Timetabling and related problems', New Optimization Techniques in Engineering, Springer Science & Business Media, . 655-679 (2004)
2003Moscato PA, Cotta C, 'A gentle introduction to memetic algorithms', Handbook of Metaheuristics, Kluwer Academic Press, Boston, MA 105-144 (2003) [B1]
2003Berretta RE, Cotta C, Moscato PA, 'Enhancing the performance of Memetic Algorithms by using a Matching-Based Recombination Algorithm', Maetaheuristics: Computer Decision Making, Kluwer Academic Publishers, Dordrecht, The Netherlands 65-90 (2003) [B1]

Co-authors: Regina Berretta

2002Moscato PA, 'Memetic Algorithms', Handbook of Applied Optimization, Oxford University Press on Demand, . .-. (2002)
1999Moscato PA, 'Memetic algorithms: a short introduction', New Ideas in Optimization, McGraw-Hill Ltd, Berkshire, UK 219-234 (1999)
1999Moscato PA, Coll P, Duran G, 'On worst-case and comparative analysis as design principles for efficient recombination operators: A graph coloring case study', New Ideas in Optimization, McGraw-HillLtd, Berkshire, UK 279-239 (1999)
1996Moscato PA, Diaz A, 'Recocido simulado', Optimizacion Heuristica y Redes Neuronalese Ingenieria, Editorial Paraninfo, Madrid 37-66 (1996)
1996Moscato PA, 'Algoritmos geneticos', Optimizacion Heuristica y Redes Neuronalese Ingenieria, Editorial Paraninfo, Madrid 67-103 (1996)
Show 20 more

Journal article (63 outputs)

YearCitationAltmetricsLink
2014Milward EA, Moscato P, Riveros C, Johnstone DM, 'Beyond Statistics: A New Combinatorial Approach to Identifying Biomarker Panels for the Early Detection and Diagnosis of Alzheimer's Disease', JOURNAL OF ALZHEIMERS DISEASE, 39 211-217 (2014) [C1]
2014Vimieiro R, Moscato P, 'A new method for mining disjunctive emerging patterns in high-dimensional datasets using hypergraphs', INFORMATION SYSTEMS, 40 1-10 (2014) [C1]
2014Denham JW, Nowitz M, Joseph D, Duchesne G, Spry NA, Lamb DS, et al., 'Impact of androgen suppression and zoledronic acid on bone mineral density and fractures in the Trans-Tasman Radiation Oncology Group (TROG) 03.04 Randomised Androgen Deprivation and Radiotherapy (RADAR) randomized controlled trial for locally advanced prostate cancer.', BJU Int, 114 344-353 (2014) [C1]
2014Jesus Martin Requena M, Moscato P, Ujaldon M, 'Efficient data partitioning for the GPU computation of moment functions', JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 74 1994-2004 (2014)
2013Lee SH, Harold D, Nyholt DR, Goddard ME, Zondervan KT, Williams J, et al., 'Estimation and partitioning of polygenic variation captured by common SNPs for Alzheimer's disease, multiple sclerosis and endometriosis', HUMAN MOLECULAR GENETICS, 22 832-841 (2013) [C1]
2013Cortes A, Field J, Glazov EA, Hadler J, Stankovich J, Brown MA, 'Resequencing and fine-mapping of the chromosome 12q13-14 locus associated with multiple sclerosis refines the number of implicated genes', HUMAN MOLECULAR GENETICS, 22 2283-2292 (2013) [C1]
2013Lin R, Charlesworth J, Stankovich J, Perreau VM, Brown MA, Taylor BV, Moscato P, 'Identity-by-Descent Mapping to Detect Rare Variants Conferring Susceptibility to Multiple Sclerosis', PLOS ONE, 8 (2013) [C1]
2013Marsden J, Budden D, Craig H, Moscato P, 'Language Individuation and Marker Words: Shakespeare and His Maxwell's Demon', PLOS ONE, 8 (2013) [C1]
2013Johnstone DM, Riveros C, Heidari M, Graham RM, Trinder D, Berretta R, et al., 'Evaluation of Different Normalization and Analysis Procedures for Illumina Gene Expression Microarray Data Involving Small Changes', Microarrays, 2 131-152 (2013) [C1]
2012Carmichael O, Xie J, Fletcher E, Singh B, DeCarli C, 'Localized hippocampus measures are associated with Alzheimer pathology and cognition independent of total hippocampal volume', NEUROBIOLOGY OF AGING, 33 (2012) [C1]
2012Johnstone DM, Milward AE, Berretta RE, Moscato PA, 'Multivariate protein signatures of pre-clinical Alzheimer's disease in the Alzheimer's disease meuroimaging initiative (ADNI) plasma proteome dataset', PLoS One, 7 e34341 (2012) [C1]
2012Holliday EG, Maguire JM, Evans T-J, Koblar SA, Jannes J, Sturm J, et al., 'Common variants at 6p21.1 are associated with large artery atherosclerotic stroke', Nature Genetics, 44 1147-1153 (2012) [C1]
2012Yan J, Liu J, Lin CY, Scott R, Lechner-Scott J, Brown MA, et al., 'Interleukin-6 gene promoter-572 C allele may play a role in rate of disease progression in multiple sclerosis', International Journal of Molecular Sciences, 13 13667-13679 (2012) [C1]

Co-authors: Rodney Scott

2012Lill CM, Liu T, Schjeide B-MM, Roehr JT, Akkad DA, Damotte V, et al., 'Closing the case of APOE in multiple sclerosis: no association with disease risk in over 29 000 subjects', Journal of Medical Genetics, 49 558-562 (2012) [C1]

Co-authors: Rodney Scott

2012Arefin AS, Riveros RC, Berretta RE, Moscato PA, 'GPU-FS-kNN: A software tool for fast and scalable kNN computation using GPUs', PLOS One, 7 e44000 (2012) [C1]
2012Cheng YC, Anderson CD, Bione S, Keene K, Maguire JM, Nalls M, et al., 'Are myocardial infarction-associated single-nucleotide polymorphisms associated with ischemic stroke?', Stroke, 43 980-U143 (2012) [C1]
2012Clark MB, Johnston RL, Inostroza-Ponta M, Fox AH, Fortini E, Moscato PA, et al., 'Genome-wide analysis of long noncoding RNA stability', Genome Research, 22 885-898 (2012) [C1]
2012Vimieiro R, Moscato PA, 'Mining disjunctive minimal generators with TitanicOR', Expert Systems with Applications, 39 8228-8238 (2012) [C1]
2012Johnstone DM, Graham RM, Trinder D, Riveros RC, Olynyk JK, Scott R, et al., 'Changes in brain transcripts related to Alzheimer's disease in a model of HFE hemochromatosis are not consistent with increased Alzheimer's disease risk', Journal of Alzheimers Disease, 30 791-803 (2012) [C1]
2012Schott JM, 'Using CSF biomarkers to replicate genetic associations in Alzheimer's disease', NEUROBIOLOGY OF AGING, 33 (2012) [C1]
2012Arefin AS, Mathieson L, Johnstone DM, Berretta RE, Moscato PA, 'Unveiling clusters of RNA transcript pairs associated with markers of Alzheimer's disease progression', PLOS One, 7 1-25 (2012) [C1]
2012Delima RD, Riveros RC, Olynyk JK, Scott R, Moscato PA, Milward AE, et al., 'Brain transcriptome perturbations in the Hfe(-/-) mouse model of genetic iron loading', Brain Research, 1448 144-152 (2012) [C1]
2011Ma GZM, Stankovich J, Kilpatrick TJ, Binder MD, Field J, Bahlo M, et al., 'Polymorphisms in the receptor tyrosine kinase MERTK gene are associated with multiple sclerosis susceptibility', PLoS ONE, 6 1-6 (2011) [C1]
2011Ritchie ME, Ruijie L, Carvalho BS, Irizarry RA, Bahlo M, Booth DR, et al., 'Comparing genotyping algorithms for Illumina's Infinium whole-genome SNP BeadChips', BMC Bioinformatics, 12 68-79 (2011) [C1]
2011O'Gorman C, Freeman S, Taylor BV, Butzkueven H, Broadley SA, Bahlo M, et al., 'Familial recurrence risks for multiple sclerosis in Australia', Journal of Neurology, Neurosurgery and Psychiatry, 82 1351-1354 (2011) [C1]
2011Inostroza-Ponta M, Berretta RE, Moscato PA, 'QAPgrid: A two level QAP-based approach for large-scale data analysis and visualization', PLoS ONE, 6 e14468 (2011) [C1]
2011Oldmeadow CJ, Riveros RC, Holliday EG, Scott R, Moscato PA, Wang JJ, et al., 'Sifting the wheat from the chaff: Prioritizing GWAS results by identifying consistency across analytical methods', Genetic Epidemiology, 35 745-754 (2011) [C1]
2011Patsopoulos NA, De Bakker PIW, Esposito F, Reischl J, Lehr S, Bauer D, et al., 'Genome-wide meta-analysis identifies novel multiple sclerosis susceptibility loci', Annals of Neurology, 70 897-912 (2011) [C1]
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]
2011De Bakker PIW, Kappos L, Polman CH, Chibnik LB, Hafler DA, Matthews PM, et al., 'Modeling the cumulative genetic risk for multiple sclerosis from genome-wide association data', Genome Medicine, 3 1-11 (2011) [C1]

DOI: 10.1186/gm217

Co-authors: Rodney Scott

2010Mellor D, Prieto-Rodriguez E, Mathieson L, Moscato PA, 'A kernelisation approach for multiple d-hitting set and its application in optimal multi-drug therapeutic combinations', Plos One, 5 1-13 (2010) [C1]
2010Rizzi R, Mahata P, Mathieson L, Moscato PA, 'Hierarchical clustering using the arithmetic-harmonic cut: Complexity and experiments', Plos One, 5 1-8 (2010) [C1]
2010Jensen CJ, Stankovich J, Van der Walt A, Bahlo M, Taylor BV, van der Mei IAF, et al., 'Multiple Sclerosis Susceptibility-Associated SNPs Do Not Influence Disease Severity Measures in a Cohort of Australian MS Patients', PLOS ONE, 5 (2010) [C1]
2010Cox MB, Cairns MJ, Gandhi KS, Carroll AP, Moscovis CC, Stewart GJ, et al., 'MicroRNAs miR-17 and miR-20a inhibit T cell activation genes and are under-expressed in MS whole blood', Plos One, 5 e12132 (2010) [C1]
2010Riveros RC, Mellor D, Gandhi KS, McKay FC, Cox MB, Berretta RE, et al., 'A transcription factor map as revealed by a genome-wide gene expression analysis of whole-blood mRNA transcriptome in multiple sclerosis', Plos One, 5 1-28 (2010) [C1]
2010Ravetti MG, Rosso OA, Berretta RE, Moscato PA, 'Uncovering molecular biomarkers that correlate cognitive decline with the changes of hippocampus' gene expression profiles in Alzheimer's disease', Plos One, 5 1-42 (2010) [C1]
2010Berretta RE, Moscato PA, 'Cancer biomarker discovery: The entropic hallmark', Plos One, 5 e12262 (2010) [C1]
2010Gandhi KS, McKay FC, Cox MB, Riveros RC, Armstrong N, Heard RN, et al., 'The multiple sclerosis whole blood mRNA transcriptome and genetic associations indicate dysregulation of specific T cell pathways in pathogenesis', Human Molecular Genetics, 19 2134-2143 (2010) [C1]
2009Bahlo M, Booth DR, Broadley SA, Brown MA, Foote SJ, Griffiths LR, et al., 'Genome-wide association study identifies new multiple sclerosis susceptibility loci on chromosomes 12 and 20', Nature Genetics, 41 824-828 (2009) [C1]
2009Rosso OA, Craig DH, Moscato PA, 'Shakespeare and other English Renaissance authors as characterized by Information Theory complexity quantifiers', Physica A: Statistical Mechanics and its Applications, 388 916-926 (2009) [C1]
2009Rosso OA, Mendes ADS, Rostas JA, Hunter M, Moscato PA, 'Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity', Journal of Neuroscience Methods, 177 461-468 (2009) [C1]
2009Capp A, Inostroza-Ponta M, Bill D, Moscato PA, Lai C, Christie D, et al., 'Is there more than one proctitis syndrome? A revisitation using data from the TROG 96.01 trial', Radiotherapy and Oncology, 90 400-407 (2009) [C1]
2009Ikin A, Riveros RC, Moscato PA, Mendes ADS, 'The Gene Interaction Miner: A new tool for data mining contextual information for protein-protein interaction analysis', Bioinformatics, 26 283-284 (2009) [C1]
2009Rosso OA, Mendes ADS, Berretta RE, Rostas JA, Hunter M, Moscato PA, 'Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity (II): A combinatorial optimization approach for electrode selection', Journal of Neuroscience Methods, 181 257-267 (2009) [C1]
2009Ravetti MG, Berretta R, Moscato P, 'Novel biomarkers for prostate cancer revealed by (a, ß) -¿-feature sets', Studies in Computational Intelligence, 205 149-175 (2009) [C2]
2008Ravetti MG, Moscato PA, 'Identification of a 5-protein biomarker molecular signature for predicting Alzheimer's disease', PLoS ONE, 3 e3111 (2008) [C1]
2007Moscato PA, Mendes ADS, Berretta RE, 'Benchmarking a Memetic Algorithm for Ordering Microarray Data', Biosystems, 88 56-75 (2007) [C1]
2007Berretta RE, Mendes ADS, Moscato PA, 'Selection of discriminative genes in microarray experiments using mathematical programming', Journal of Research and Practice in Information Technology, 39 287-299 (2007) [C1]
2005Franca PM, Gupta JND, Mendes ADS, Moscato PA, Veltink KJ, 'Evolutionary algorithms for scheduling a flowshop manufacturing cell with sequence dependent family setups', Computers & Industrial Engineering, 48 491-506 (2005) [C1]
2005Moscato PA, Cotta A, 'Mining genomic data with metaheuristic techniquese', Special Issue on Biomedical InformaticsEuropean Research Consortium, For Informatics and Mathematics Newsletter, 60 (2005)
2004Gomes LDCT, Zuben FJV, Moscato PA, 'A proposal for direct-ordering gene expression data by self-organising maps', Applied Soft Computing, 5 11-21 (2004) [C1]
2004Buriol L, Franca PM, Moscato PA, 'A new memetic algorithm for the asymmetric traveling salesman problem', Journal of Heuristics, 10 483-506 (2004) [C1]
2004Cotta C, Moscato P, 'A memetic-aided approach to hierarchical clustering from distance matrices: application to gene expression clustering and phylogeny (vol 72, pg 75, 2003)', BIOSYSTEMS, 77 229-229 (2004)
2003Cotta C, Mendes A, Garcia V, Franca P, Moscato PA, 'Apply Memetic Algorithms to the Analysis of Microarray Data', Lecture Notes in Computer Science, 2611 22-32 (2003) [C1]
2003Moscato PA, Cotta C, 'A memetic-aided approach to hierarchical clustering from distance matrices: application to gene expression clustering and phylogeny', Biosystems, 72 75-97 (2003) [C1]
2003Cotta C, Moscato P, 'A mixed evolutionary-statistical analysis of an algorithm's complexity', APPLIED MATHEMATICS LETTERS, 16 41-47 (2003) [C1]
2003Moscato PA, Cotta C, 'Una introduccion a los algoritmos memeticos', Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 7 131-148 (2003) [C1]
2003Cotta C, Moscato P, 'The k-Feature Set problem is W[2]-complete', JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 67 686-690 (2003) [C1]
2002Mendes AS, Muller FM, Franca PM, Moscato P, 'Comparing meta-heuristic approaches for parallel machine scheduling problems', PRODUCTION PLANNING & CONTROL, 13 143-154 (2002)
2001Franca PM, Mendes A, Moscato P, 'A memetic algorithm for the total tardiness single machine scheduling problem', EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 132 224-242 (2001)
1995Moscato PA, Mariano A, Norman MG, 'Arbitrarily large planar ETSP instances with known optimal tours', Pesquisa Operacional, 15 91-98 (1995)
1995Moscato PA, Norman MG, 'The Euclidean traveling salesman problem and a space-filling curve', Chaos, Solitons and Fractals, 6 389-397 (1995)
1990MOSCATO P, FONTANARI JF, 'STOCHASTIC VERSUS DETERMINISTIC UPDATE IN SIMULATED ANNEALING', PHYSICS LETTERS A, 146 204-208 (1990)
Show 60 more

Review (1 outputs)

YearCitationAltmetricsLink
2011Moscato PA, Berretta RE, Cotta C, 'Memetic algorithms', Wiley Encyclopedia of Operations Research and Management Science (2011) [D1]

Co-authors: Regina Berretta

Conference (69 outputs)

YearCitationAltmetricsLink
2014Moscato PA, Machado M, Merode S, Ritt M, Buriol L, 'A new supervised approach to feature selection in microarray datasets', Proceedings of III ERPOSul 2009 Encontro Regional de Pesquisa Operacional da Região Sul, Porto Alegre, Brazil (2014)
2013Arefin AS, Berretta R, Moscato P, 'A GPU-based Method for Computing Eigenvector Centrality of Gene-expression Networks', Proceedings of the Eleventh Australasian Symposium on Parallel and Distributed Computing (AusPDC 2013), Adelaide (2013) [E1]
2013Milward E, Heidari M, Acikyol B, Graham R, Chua A, Delima R, et al., 'IRON ACCUMULATION IN THE CHOROID PLEXUS AND OTHER BRAIN BARRIER COMPONENTS IN MOUSE MODELS OF HEMOCHROMATOSIS', AMERICAN JOURNAL OF HEMATOLOGY (2013) [E3]
2012Arefin AS, Riveros RC, Berretta RE, Moscato PA, 'Computing large-scale distance matrices on GPU', Proceedings of 2012 7th International Conference on Computer Science & Education, Melbourne (2012) [E1]
2012Galvao LC, Nunes LF, Lopes HS, Moscato P, 'A New Greedy Heuristic for 3DHP Protein Struture Prediction With Side Chain', 2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), Philadelphia, PA (2012) [E1]
2012Arefin AS, Riveros RC, Berretta RE, Moscato PA, 'kNN-MST-Agglomerative: A fast and scalable graph-based data clustering approach on GPU', Proceedings of 2012 7th International Conference on Computer Science & Education, Melbourne (2012) [E1]
2012Arefin AS, Riveros RC, Berretta RE, Moscato PA, 'kNN-Boruvka-GPU: A fast and scalable MST construction from kNN graphs on GPU', Lecture Notes in Computer Science, Salvador de Bahia, Brazil (2012) [E1]
2012Roselli SM, Moscato PA, Scott R, Hondermarck H, 'Breast cancer proteomics: Integrating the data with genomics and histology towards clinical applications', 18th Proteomics Symposium. Delegate Handbook, Lorne, Vic (2012) [E3]
2011Ahammed F, Moscato PA, 'Evolving L-systems as an intelligent design approach to find classes of difficult-to-solve traveling salesman problem instances', Applications of Evolutionary Computation: EvoApplications 2011 Proceedings, Part I, Torino, Italy (2011) [E1]
2011Arefin AS, Inostroza-Ponta M, Mathieson L, Berretta RE, Moscato PA, 'Clustering nodes in large-scale biological networks using external memory algorithms', Algorithms and Architectures for Parallel Processing, Melbourne, Australia (2011) [E1]
2011Johnstone DM, Zandvakili S, Graham R, Trinder D, Scott R, Olynyk J, et al., 'Molecular changes relevant to motor neuron disease in the HFE-/- mouse model of hemochromatosis', Program Book: Fourth Congress of the International BioIron Society (IBIS), Vancouver, Canada (2011) [E3]
2011Maguire JM, Holliday EG, Sturm J, Golledge J, Lewis M, Koblar S, et al., 'Australian stroke genetics collaborative: Genetic associations with ischaemic stroke functional outcome', International Journal of Stroke, Adelaide, SA (2011) [E3]
2011Johnstone DM, Acikyol B, Graham R, House M, Trinder D, Olynyk J, et al., 'Gene expression studies in four different mouse models support the case for brain perturbations in iron overload disorders', Program Book: Fourth Congress of the International BioIron Society (IBIS), Vancouver, Canada (2011) [E3]

Co-authors: Liz Milward

2010Kutmon C, Moscato PA, 'Feature Ranking using a novel statistical scoring system to analyse Prostate Cancer disease progression', Biomarker Discovery Conference. Poster Program, Shoal Bay, NSW (2010) [E3]
2010Mellor D, Prieto-Rodriguez E, Mathieson L, Moscato PA, 'Uncovering combinations: Using graph theory to find multi-drug therapies', Biomarker Discovery Conference. Poster Program, Shoal Bay, NSW (2010) [E3]

Co-authors: Elena Prieto

2010Arefin AS, Berretta RE, Moscato PA, 'An external memory approach for clustering of large-scale biological networks', Biomarker Discovery Conference, Shoal bay, NSW (2010) [E3]
2009Johnstone DM, Ravetti MG, Riveros C, Moscato PA, Hersey P, Scott R, Milward AE, 'Genome-wide microarray analysis of melanoma reveals unexpected anomalies in iron-related gene expression', 2009 International Biolron Society Meeting: Program Book, Porto, Portugal (2009) [E3]
2009Johnstone DM, Ravetti MG, Moscato PA, Hersey P, Scott R, Milward AE, 'Metabolic gene expression in advanced melanoma', ASMR XVII NSW Scientific Meeting: Programme and Abstracts, Sydney, NSW (2009) [E3]
2009Milward AE, Johnstone DM, Ravetti MG, Berretta RE, Hersey P, Scott R, Moscato PA, 'The relationship between Parkinson's disease and melanoma: Insights from microarray analysis of genome-wide gene expression changes in melanoma', ASMR National Scientific Conference 2009. Proceedings of The Australian Society for Medical Research, 48th National Scientific Conference, Hobart, TAS (2009) [E3]
2008Cheung LM, Do Carmo Nicoletti M, Da Silva FH, Moscato PA, 'An effective mutation-based measure for evaluating the suitability of parental sequences to undergo DNA shuffling experiments', Proceedings of the 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Hong Kong (2008) [E1]
2007Hourani MA, Mendes ADS, Berretta RE, Moscato PA, 'Genetic biomarkers for brain hemisphere differentiation in Parkinson's Disease', Computational Models for Life Sciences (CMLS '07): 2007 International Symposium. Conference Proceedings, Gold Coast, QLD (2007) [E1]
2007Inostroza-Ponta M, Mendes ADS, Berretta RE, Moscato PA, 'An integrated QAP-based approach to visualize patterns of gene expression similarity', Progress in Artificial Life, Gold Coast, QLD (2007) [E1]
2007Cox M, Bowden NA, Moscato PA, Berretta RE, Scott R, 'Memetic algorithms as a new method to interpret gene expression profiles in multiple sclerosis', Multiple Sclerosis (Abstracts of the 23rd Congress of the European Committee for Treatment and Research in Multiple Sclerosis and the 12th Annual Conference of Rehabilitation in Multiple Sclerosis), Prague, Czech Republic (2007) [E3]
2006Inostroza-Ponta M, Berretta RE, Mendes ADS, Moscato PA, 'An automatic graph layout procedure to visualize correlated data', Artificial Intelligence in Theory and Practice, Santiago, Chile (2006) [E1]
2006Garcia VJ, Franca PM, Mendes ADS, Moscato PA, 'A Parallel Memetic Algorithm Applied to the Total Tardiness Machine Scheduling Problem', IPDPS 2006, 20th International Parallel and Distributed Processing Symposium, 2006, Rhodes Island, Greece (2006) [E1]

Co-authors: Alexandre Mendes

2006Mahata P, Costa WE, Cotta C, Moscato PA, 'Hierarchical clustering, languages and cancer', Lecture Notes in Computer Science (Applications of Evolutionary Computing: EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC Proceedings), Budapest, Hungary (2006) [E1]
2005Mendes ADS, Cotta C, Garcia V, Franca P, Moscato PA, 'Gene Ordering in Microarray Data Using Parallel Memetic Algorithms', International Conference Workshops on Parallel Processing, 2005. ICPP 2005 Workshops, Oslo, Norway (2005) [E1]

Co-authors: Alexandre Mendes

2005Moscato PA, Berretta RE, Hourani MA, Mendes ADS, Cotta C, 'Genes related with Alzheimer's disease: A comparison of evolutionary search, statistical and integer programming approaches', Applications on Evolutionary Computing: EvoWorkkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland (2005) [E1]
2005Berretta RE, Mendes ADS, Moscato PA, 'Integer Programming Models and Algorithms for Molecular Classification of Cancer from Microarray Data', Proceedings of the twenty eighth Australasian Computer Science Conference (ACSC 2005) Newcastle, Australia, January, 2005, Newcastle, N.S.W (2005) [E1]
2005Cotta C, Moscato PA, 'The Parameterized Complexity of Multiparent Recombination', Proceedings of the MIC2005, Vienna, Austria (2005) [E1]
2005Moscato PA, Mathieson L, Mendes ADS, Berretta RE, 'The Electronic Primaries: Predicting the U.S. Presidency Using Feature Selection with Safe Data Reduction', Proceedings of the twenty eighth Australasian Computer Science Conference (ACSC 2005) Newcastle, Australia, January, 2005, Newcastle, N.S.W (2005) [E1]
2005Berretta RE, Cotta C, Hourani MA, Mendes ADS, Moscato PA, 'Hacia una Mejor Compresion del Perfil Genetico de la Enfermedad de Alzheimer a Traves de Metaheuristicas', Proceedings of the MAEB2005, Granada, Spain (2005) [E2]
2005Moscato PA, Berretta RE, Mendes ADS, 'A New Memetic Algorithm for Ordering Datasets: Applications in Microarray Analysis', Proceedings of MIC2005, Vienna, Austria (2005) [E2]
2005Moscato PA, Mendes A, Cotta C, Garcia V, Franca P, 'Parallel memetic algorithms for gene ordering in microarray data', IEEE Computer Society Press, Oslo, Norway (2005)
2004Cotta C, Sloper C, Moscato PA, 'Evolutionary search of thresholds for robust feature set selection: application to the analysis of microarray data', Proceedings of The EvoWorkshops 2004, Not Known (2004) [E1]
2003Cotta C, Mendes A, Garcia V, Franca P, Moscato PA, 'Applying memetic algorithms to the analysis of microarray data', Applications of Evolutionay Computing: EvpWorkshops 2003, EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB and EvoSTIM: Proceedings, Essex, UK (2003) [E1]

Co-authors: Alexandre Mendes

2002Mendes A, Franca P, Moscato PA, Garcia V, 'Population Studies for the Gate Matrix Layout Problem', Lecture Notes in Artificial Intelligence, Seville (2002) [C1]

Co-authors: Alexandre Mendes

2002Moscato PA, Gomes L, Von Zuben F, 'Ordering gene expression data using one-dimensional self-organizing maps', I Brazilian Workshop on Bioinformatics, Gramado, Brazil (2002)
2002Moscato PA, Mendes A, Franca P, Garcia V, 'Population studies for the gate matrix layout problem', Proceedings of IBERAMIA2002 - 8th Iberoamerican Conference on Artificial Intelligence, Seville, Spain (2002)
2002Moscato PA, Gomes L, Von Zuben F, 'Ordering microarray gene expression data using a self-organising neural network', 4th International Conference on Recent Advances in Soft Computing (RASC2002), Nottingham, United Kingdom (2002)
2002Moscato PA, Buriol L, Cotta C, 'On the analysis of data derived from mitochondrial DNA: Kolmogorov and a traveling salesman give their opinion', Advances in Nature Inspired Computation: the PPSN VII Workshops, University of Reading (2002)
2002Moscato PA, Cotta C, 'Inferring phylogenetic trees using evolutionary algorithms', Lecture Notes in Computer Science 2439, Berlin (2002)
2001Moscato PA, Blesa M, Xhafa F, 'A memetic algorithm for the minimum weighted k-cardinality tree subgraph problem', Proceedings of the 4th Metaheuristic International Conference, Porto, Portugal (2001)
2001Moscato PA, Berretta R, Cotta C, 'Forma analysis and new heuristic ideas for the number partitioning problem', Proceedings of the 4th Metaheuristic International Conference, Porta, Portugal (2001)
2001Moscato PA, Mendes A, Franca P, 'NP-Opt: An optimization framework for NP problems', Proceedings of POM2001, the International Conference of the Production and Operations Management Society, Guaruja, Brazil (2001)
2000Moscato PA, Franca P, Gupta J, Mendes A, Veltick K, 'Metaheuristic approaches for the pure flowshop manufacturing cell problem', Proceedings of PMS2000 ¿ 7th International Workshop on Project Management and Scheduling, Osnabruck, Germany (2000)
2000Moscato PA, Buriol L, Franca P, 'New heuristic results for the asymmetric traveling salesman problem', Proceedings of the 4th International Conference on Operations Research Optimization, La Habana, Cuba: Universidad de La Habana e Humboldt-Universitat zu Berlin (2000)
2000Moscato PA, Franca P, Gupta J, Mendes A, Klass J, Veltink J, 'Evolutionary algorithms for the pure flowshop manufacturing cell problem', Anais da Segunda Oficina de Planejamento e Controle da Producao em Sistemas de Manufatura, Sao Jose dos Campos, Brazil (2000)
2000Moscato PA, 'Reduccoes entre problemas: Uma volta aos inicios?', Anais da Segunda Oficina de Planejamento e Controle da Produccao em Sistemas de Manufatura, Instituto Nacional de Pesquisas Espaciais, Sao Jose dos Campos (2000)
2000Moscato PA, Franca P, Mendes A, Muller F, 'Memetic algorithms applied to the single machine and parallel machine scheduling problems', Anais da Primeira Oficina de Planejamento e Controle da Producao em Sistemas de Manufatura, Campinas, Brazil (2000)
2000Moscato PA, Mendes A, Fran P, 'Fuzzy-evolutionary algorithms applied to scheduling problems', Proceedings of POM2000, First World Conference on Production and Operations Management, Sevilla, Spain (2000)
2000Moscato PA, Buriol P, Franca P, 'Algoritmo memetico para resolucao do problema do caixeiro viajante assimetrico', Anais da Primeira Oficina de Planejamento e Controle da Producao em Sistemas de Manufatura, Universidade Estadual de Campinas (2000)
2000Moscato PA, Buriol L, Franca P, 'Algoritmo memetico para o problema do caixeiro viajante', Anais do XXXI Simposio Brasileiro de Pesquisa Operacional, Rio de Janeiro (2000)
1999Moscato PA, Franca P, Mendes A, 'Memetic algorithms to minimize tardiness on a single machine scheduling with sequence-dependent setup times', Proceedings of the 5th International Conference of the Decision Sciences Institute, Athens, Greece (1999)
1999Moscato PA, Franca P, Gupta J, Mendes A, Veltink K, 'Novos resultados para o problema de flowshop com familias de tarefas e tempos de preparacao', Anais do XXXI Simposio Brasileiro de Pesquisa Operacional, Juiz de Fora (1999)
1999Moscato PA, Mendes A, Muller F, Franca P, 'Comparing meta-heuristic approaches for parallel machine scheduling problems with sequence-dependent setup times', Proceedings of CARSFOF¿99, 15th Conference on CAD/CAM Robotics Factories of the Future, Aguas de Lindoia, Brazil (1999)
1995Moscato PA, Duran G, Coll PE, 'A discussion on some design principles for efficient crossover operators for graph coloring problems', ., Rio de Janeiro, South America (1995)
1995Moscato PA, Mariano A, Norman MG, 'Using L-Systems to generate arbitrarily large instances of the Euclidean traveling salesman problem with known optimal tours', ., Rio de Janeiro, South America (1995)
1995NORMAN MG, MOSCATO P, 'THE EUCLIDEAN TRAVELING SALESMAN PROBLEM AND A SPACE-FILLING CURVE', CHAOS SOLITONS & FRACTALS, BUENOS AIRES, ARGENTINA (1995)
1995Moscato PA, Krasnogor N, Norman MG, 'A new hybrid heuristic for large geometric traveling salesman problems based on the Delaunay triangulation', ., Rio de Janeiro, South America (1995)
1994Moscato PA, Krasnogor N, 'Semidynamic-point sets for polynomial-time learning', ., Santiago de Chile, Chile (1994)
1992Moscato PA, Carrizo J, Tinetti FG, 'A computational ecology for the quadratic assignment problem', ., Buenos Aires, Argentina (1992)
1992MOSCATO P, NORMAN MG, 'A memetic approach for the travelling salesman problem implementation of a computational ecology for combinatorial optimization on message-passing systems', Parallel computing and transputer Applications, Pts 1 & 2, Barcelona, Spain (1992)
1992Moscato PA, Carrizo J, Tinetti FG, 'A computational ecology for the quadratic assignment problem', ., Buenos Aires, Argentina (1992)
1991Moscato PA, 'A competitive and cooperative approach to complex combinatorial search', ., Buenos Aires, Argentina (1991)
1991Moscato PA, Figueroa R, Safar F, 'Un algoritmo detector de bordes basado en un mecanismo adaptativo de reconocimiento de patrones y logica de umbral', ., Buenos Aires, Argentina (1991)
1991Moscato PA, 'The REM-sleep alterations in chronic alcoholism: Its relation with a limit-cycle mutual interaction model for REM-NREM transition', ., Buenos Aires, Argentina (1991)
1991Moscato PA, Carrizo J, Tinetti FJ, 'Heuristicas para balance de carga computacional y el problema de asignacion cuadratica', ., Buenos Aires, Argentina (1991)
1991Moscato PA, Guerri D, Tinetti FG, 'Algoritmos memeticos para problemas de optimizacion combinatoria', ., Buenos Aires, Argentina (1991)
Show 66 more

Report (4 outputs)

YearCitationAltmetricsLink
1992Moscato PA, Tinetti F, 'Blending Heuristics with a Population-based Approach: A Memetic Algorithm for the Traveling Salesman Problem', . (1992)
1989Moscato PA, Riveros C, 't-expansion and the Mathieu equation', . (1989)
1989Moscato PA, 'On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts: Towards Memetic Algorithms', . (1989)
1988Moscato PA, 't-expansion at low orders: Ground State Calculations of Lattice Systems', . (1988)
Show 1 more
Edit

Grants and Funding

Summary

Number of grants45
Total funding$10,107,190

- Indicates that the researcher may be seeking students for this project.

Click on a grant title below to expand the full details for that specific grant.

2015 (1 grants)

Bioinformatics analyses of longitudinal plasma metabolomics data$33,041
Funding Body: NIH National Institutes of Health

Project Team
Professor Pablo Moscato, Dr Madhav Thambisetty, Dr Cristina Quigley, A/Prof Ramon Casanova, Dr Sudir Varma, Dr Yang An
SchemeRole
Request for QuotationChief Investigator
Total AmountFunding StartFunding Finish
$33,04120152015
GNo:G1401199

2014 (2 grants)

Unleashing the power of a supernetwork-driven approach for bioinformatics$348,000
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato, Associate Professor Regina Berretta
SchemeRole
Discovery ProjectsChief Investigator
Total AmountFunding StartFunding Finish
$348,00020142016
GNo:G1300392

Computational prediction and functional clarification of novel drug combination strategies for the treatment of brain tumours$100,000
Funding Body: Hunter Medical Research Institute

Project Team
Professor Pablo Moscato, Associate Professor Regina Berretta
SchemeRole
Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$100,00020142016
GNo:G1400454

2013 (5 grants)

HMRI MRSP Infrastructure (12-16) - IBM (Information Based Medicine Program)$228,910
Funding Body: Hunter Medical Research Institute

Project Team
Professor Rodney Scott, Professor Pablo Moscato
SchemeRole
NSW MRSP Infrastructure GrantInvestigator
Total AmountFunding StartFunding Finish
$228,91020132016
GNo:G1300874

Towards an early detection of clinical symptoms of Alzheimer's disease$120,000
Funding Body: Hunter Medical Research Institute

Project Team
Professor Pablo Moscato
SchemeRole
Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$120,00020132015
GNo:G1300891

DVC(R) Research Support for Future Fellow (FT12)$60,000
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato
SchemeRole
Special Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$60,00020132016
GNo:G1201105

The integration of bioinformatics, chemoinformatics, and toxicogenomics methods: a new approach for the identification of combination tailored therapies and novel drug targets in breast cancer$58,000
Funding Body: Cancer Institute NSW

Project Team
Professor Pablo Moscato, Doctor Jennette Sakoff, Associate Professor Regina Berretta
SchemeRole
NSW Premier's Awards for Outstanding Cancer Research: "Big Data, Big Impact" GrantChief Investigator
Total AmountFunding StartFunding Finish
$58,00020132015
GNo:G1300826

Solving challenging combinatorial optimization problems in bioinformatics by designing high-performance metaheuristics in GPU-CPU supercomputers$20,000
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato, Associate Professor Regina Berretta, Associate Professor Carlos Cotta, Dr Michael Langston, Professor Fred Glover, Mr Manuel Ujaldon Martinez
SchemeRole
Near Miss GrantChief Investigator
Total AmountFunding StartFunding Finish
$20,00020132013
GNo:G1300461

2012 (5 grants)

Memetic algorithms for multiobjective optimisation problems in bioinformatics$854,468
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato
SchemeRole
Future FellowshipsChief Investigator
Total AmountFunding StartFunding Finish
$854,46820122016
GNo:G1101095

Memetic algorithms and adaptive memory metaheuristics for large scale combinatorial optimisation problems arising in biomarker discovery $320,000
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato, Associate Professor Regina Berretta, Associate Professor Carlos Cotta, Dr Michael Langston, Professor Fred Glover
SchemeRole
Discovery ProjectsChief Investigator
Total AmountFunding StartFunding Finish
$320,00020122014
GNo:G1100292

Project EVA: an environmentally responsible facility for interdisciplinary supercomputing applications$263,000
Funding Body: University of Newcastle

HMRI MRSP Infrastructure (11-12)- IBM$114,455
Funding Body: Hunter Medical Research Institute

Project Team
Professor Pablo Moscato, Professor Rodney Scott
SchemeRole
NSW MRSP Infrastructure GrantChief Investigator
Total AmountFunding StartFunding Finish
$114,45520122012
GNo:G1101138

MRSP Infrastructure (11-12)- IBM Fellow - HMRI Bioinformatics Fellowship$100,000
Funding Body: Hunter Medical Research Institute

Project Team
Professor Pablo Moscato
SchemeRole
NSW MRSP Infrastructure GrantChief Investigator
Total AmountFunding StartFunding Finish
$100,00020122012
GNo:G1200516

2011 (4 grants)

HMRI MRSP Infrastructure Grant (10-11) - IBM$115,480
Funding Body: NSW Office for Science & Medical Research

Project Team
Professor Rodney Scott, Professor Pablo Moscato
SchemeRole
Medical Research Support ProgramInvestigator
Total AmountFunding StartFunding Finish
$115,48020112011
GNo:G1001066

Assessment of rectal and urinary toxicity from the RADAR prostate radiotherapy trial – dosimetric constraints for novel symptom clustering, derivation of radiobiological parameters and assessment of$100,753
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Professor Pablo Moscato, Associate Professor Martin Ebert, Conjoint Professor Jim Denham, Professor David Joseph, Associate Professor Kerwyn Foo, Associate Professor Annette Haworth
SchemeRole
Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$100,75320112013
GNo:G1100992

Computational prediction and functional clarification of novel drug combination strategies for the treatment of brain tumours$50,000
Funding Body: Maitland Cancer Appeal Committee

Project Team
Professor Pablo Moscato, Mr Dan Johnstone, Associate Professor Regina Berretta, Doctor Luke Mathieson, Professor Manuel Graeber, Doctor Jennette Sakoff
SchemeRole
Research Project Chief Investigator
Total AmountFunding StartFunding Finish
$50,00020112011
GNo:G1100275

The Pierre and Marie Curie GPU computing servers$27,000
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Professor Pablo Moscato, Conjoint Professor Peter Greer, Associate Professor Regina Berretta, Doctor Carlos Riveros
SchemeRole
Equipment GrantChief Investigator
Total AmountFunding StartFunding Finish
$27,00020112011
GNo:G1100032

2010 (4 grants)

Genetic associations of early retinal pathologic phenotypes: Data pooling and meta-analyses of multiple populations$182,438
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Associate Professor Jie Wang, Professor Eric Boerwinkle, Dr Gerald Liew, Professor Pablo Moscato, Dr Shyong Tai, Dr Alexander Hewitt, Professor John Attia, Associate Professor Yik Teo, Professor Ronald Klein, Doctor Patrick McElduff
SchemeRole
Project GrantInvestigator
Total AmountFunding StartFunding Finish
$182,43820102012
GNo:G1101153

HMRI MRSP Infrastructure Grant 09/10 - IBM$94,604
Funding Body: Hunter Medical Research Institute

Project Team
Professor Rodney Scott, Professor Pablo Moscato
SchemeRole
NSW MRSP Infrastructure GrantInvestigator
Total AmountFunding StartFunding Finish
$94,60420102010
GNo:G1000560

Identification of novel biomarkers for pre-clinical Alzheimer's disease$24,998
Funding Body: Hunter Medical Research Institute

Project Team
Professor Pablo Moscato, Associate Professor Liz Milward, Doctor Martin Ravetti, Mr Dan Johnstone, Dr M Guillemin, Associate Professor Regina Berretta
SchemeRole
Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$24,99820102010
GNo:G0900149

Sir Ronald Fisher GPU computing cluster $22,000
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Professor Pablo Moscato, Conjoint Professor Chris Levi, Associate Professor Regina Berretta
SchemeRole
Equipment GrantChief Investigator
Total AmountFunding StartFunding Finish
$22,00020102010
GNo:G1000054

2009 (4 grants)

Australian stroke genetics collaborative - Genome-wide association study in ischaemic stroke$1,108,000
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Conjoint Professor Chris Levi, Conjoint Associate Professor Jonathan Sturm, Professor John Attia, Professor Rodney Scott, Doctor Lisa Lincz, Dr Simon Koblar, Professor Pablo Moscato
SchemeRole
Project GrantInvestigator
Total AmountFunding StartFunding Finish
$1,108,00020092011
GNo:G0188856

An Advanced Mass Spectrometry Facility for Applications in Proteomics and Organic Chemistry$495,000
Funding Body: ARC (Australian Research Council)

An Advanced Mass Spectrometry Facility for Applications in Proteomics and Organic Chemistry$50,000
Funding Body: ARC (Australian Research Council)

First Australian Workshop on Bioinformatics for Biomarker Discovery$25,000
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato, Professor Rodney Scott
SchemeRole
Special Project GrantChief Investigator
Total AmountFunding StartFunding Finish
$25,00020092009
GNo:G0190622

2008 (2 grants)

Genes and environment in the risk of early age-related macular degeneration: a population-based case-control study$701,224
Funding Body: NHMRC (National Health & Medical Research Council)

Project Team
Professor John Attia, Conjoint Professor Wayne Smith, Professor Pablo Moscato
SchemeRole
Project GrantInvestigator
Total AmountFunding StartFunding Finish
$701,22420082010
GNo:G0189168

ARC Centre of Excellence for Bioinformatics - UQ$247,313
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato
SchemeRole
ARC Centres of ExcellenceChief Investigator
Total AmountFunding StartFunding Finish
$247,31320082010
GNo:G0188370

2007 (4 grants)

HMRI Emerging Research program - Information based medicine$624,044
Funding Body: Hunter Medical Research Institute

Project Team
Professor Rodney Scott, Professor Pablo Moscato
SchemeRole
NSW MRSP Infrastructure GrantInvestigator
Total AmountFunding StartFunding Finish
$624,04420072009
GNo:G0187945

Application of novel exact combinatorial optimisation techniques and metaheuristic methods for problems in cancer research$238,291
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato, Professor Rodney Scott, Dr Michael Langston
SchemeRole
Discovery ProjectsChief Investigator
Total AmountFunding StartFunding Finish
$238,29120072009
GNo:G0186327

(8) PRC - Priority Research Centre for Bioinformatics, Biomarker Discovery & Information-Based Medicine (CIBM)$21,532
Funding Body: University of Newcastle

Project Team
Professor Rodney Scott, Professor Pablo Moscato
SchemeRole
Publication Performance GrantInvestigator
Total AmountFunding StartFunding Finish
$21,53220072007
GNo:G0187968

Healthy Airways and Obstructive Lung Disease (HAROLD)$20,000
Funding Body: Hunter Medical Research Institute

Project Team
Conjoint Professor Wayne Smith, Associate Professor Lisa Wood, Professor John Attia, Associate Professor Regina Berretta, Professor Pablo Moscato
SchemeRole
Project GrantInvestigator
Total AmountFunding StartFunding Finish
$20,00020072007
GNo:G0187246

2006 (4 grants)

PRC - Priority Research Centre for Bioinformatics, Biomarker Discovery & Information-Based Medicine (CIBM)$621,143
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato, Professor Rodney Scott, Emeritus Professor John Rostas, Professor John Forbes, Conjoint Professor Peter Hersey, Conjoint Professor Stephen Ackland, Conjoint Professor Wayne Smith, Emeritus Professor Peter Dunkley, Emeritus Professor Leonie Ashman, Professor John Attia, Associate Professor Phillip Dickson, Associate Professor Liz Milward, Professor Alistair Sim, Associate Professor Paul Tooney, Associate Professor Regina Berretta, Conjoint Professor David Sibbritt, Conjoint Professor Chris Levi, Professor Xu Dong Zhang, Conjoint Associate Professor Patricia Crock, Conjoint Associate Professor Jeannette Lechner-Scott
SchemeRole
Priority Research CentreChief Investigator
Total AmountFunding StartFunding Finish
$621,14320062013
GNo:G0186919

Predispositions to Multiple Sclerosis in different populations$60,000
Funding Body: Multiple Sclerosis Research Australia

SchemeRole
Chief Investigator
Total AmountFunding StartFunding Finish
$60,00020062007
GNo:16684973

Application of novel parameterized complexity techniques to problems in functional genomics$19,946
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato, Professor Rodney Scott
SchemeRole
Near Miss GrantChief Investigator
Total AmountFunding StartFunding Finish
$19,94620062006
GNo:G0186046

Identification of single nucleotide polymorphisms that are associated with an increased risk of colectoral cancer$9,050
Funding Body: University of Newcastle

Project Team
Professor Rodney Scott, Professor Robyn Ward, Assoc. Prof Nicholas Hawkins, Professor John Attia, Conjoint Professor David Sibbritt, Professor Pablo Moscato
SchemeRole
Near Miss GrantInvestigator
Total AmountFunding StartFunding Finish
$9,05020062006
GNo:G0186073

2005 (4 grants)

Evolutionary algorithms for problems in functional genomics data analysis$218,000
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato, Professor Rodney Scott, Associate Professor Regina Berretta
SchemeRole
Discovery ProjectsChief Investigator
Total AmountFunding StartFunding Finish
$218,00020052007
GNo:G0184416

The Australian EEG Database - Infrastructure Support$20,000
Funding Body: Hunter Medical Research Institute

Project Team
Emeritus Professor Patricia Michie, Conjoint Associate Professor Mick Hunter, Emeritus Professor John Rostas, Conjoint Associate Professor David Williams, Professor Pablo Moscato, Associate Professor Frans Henskens
SchemeRole
HMRI Brain and Mental Health Research ProgramInvestigator
Total AmountFunding StartFunding Finish
$20,00020052005
GNo:G0185719

Australasian Computer Science Week (ACSW'05)$3,000
Funding Body: University of Newcastle

Project Team
Associate Professor Regina Berretta, Doctor Michael Hannaford, Associate Professor Frans Henskens, Professor Pablo Moscato, Dr Richard Webber
SchemeRole
Conference Establishment GrantInvestigator
Total AmountFunding StartFunding Finish
$3,00020052005
GNo:G0184971

The 6th Metaheuristics International Conference (MIC 2005), 22-26 August 2005$2,500
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato
SchemeRole
Travel GrantChief Investigator
Total AmountFunding StartFunding Finish
$2,50020052005
GNo:G0185581

2004 (2 grants)

Centre for Bioinformatics - UQ$390,000
Funding Body: ARC (Australian Research Council)

Project Team
Professor Pablo Moscato, Professor Michael Fellows
SchemeRole
ARC Centres of ExcellenceChief Investigator
Total AmountFunding StartFunding Finish
$390,00020042006
GNo:G0185393

Australian Bioinformatics Grid Network$10,000
Funding Body: Australian Research Council

SchemeRole
ARC Network Chief Investigator
Total AmountFunding StartFunding Finish
$10,00020042004
GNo:16243477

2003 (3 grants)

Newcastle Bioinformatics Initiative$500,000
Funding Body: University of Newcastle

SchemeRole
Chief Investigator
Total AmountFunding StartFunding Finish
$500,00020032005
GNo:16243783

Approximate proximity for applications in data mining and visualization$46,000
Funding Body: ARC (Australian Research Council)

Project Team
Professor Michael Fellows, Professor Pablo Moscato
SchemeRole
Discovery ProjectsInvestigator
Total AmountFunding StartFunding Finish
$46,00020032004
GNo:G0185110

Application of metaheuristics and evolutionary computation methods to large-scale optimisation problems in bioinformatics$10,000
Funding Body: University of Newcastle

Project Team
Professor Pablo Moscato
SchemeRole
New Staff GrantChief Investigator
Total AmountFunding StartFunding Finish
$10,00020032003
GNo:G0182753

2001 (1 grants)

Techniques and advanced concepts of computing and intelligent systems for the treatment of Bioinformatics problems$1,430,000
Funding Body: Brazilean Government

SchemeRole
National Program in Biotechnology and Genetic Resources (Brazil)Investigator
Total AmountFunding StartFunding Finish
$1,430,00020012003
GNo:16684946
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Research Supervision

Number of current supervisions10
Total current UoN Masters EFTSL0.1
Total current UoN PhD EFTSL5.9

For supervisions undertaken at an institution other that the University of Newcastle, the institution name is listed below the program name.

Current Supervision

CommencedProposed
Completion
ProgramSupervisor TypeResearch Title
20142018PhD (Computer Science)Principal SupervisorMultiobjective Quadratic Assignment Problem for Functional Genomics Analysis in Oncology and Neuroscience
20142018PhD (Computer Science)Principal SupervisorThe Multiobjective (a,B)-k-Feature Set Problem Using Memetic Algorithms
20142018PhD (Computer Science)Principal SupervisorFeature Selection and Metaheuristic-based Aggregation of Recommender Systems for Image Processing Using Crowd-sourced Information and Their Potential Applications in Digital Pathology and Information-based Medicine
20132015M Philosophy(Computer Science)Co-SupervisorEvolutionary Computation Applied to Biological Data Analysis
20132017PhD (Medical Genetics)Co-SupervisorExpression of the Uncharacterised BCL-2 Isoform, BCL2-B in Melanoma
20132016PhD (Biological Sciences)Principal SupervisorBiomarker Discovery in Breast Cancer
20122016PhD (Computer Science)Principal SupervisorGenetic Algorithm-Based Ensemble Method for Large-Scale Biological Data Classification
20122016PhD (Computer Science)Principal SupervisorCommunity Detection in Large-Scale Biological Networks
20122017PhD (Computer Science)Principal SupervisorApplications of Memetic Algorithms in Bioinformatics
20122016PhD (Computer Science)Principal SupervisorCombinational Meta-Analysis of Microarray Gene Expression Data and Applications to Prostate Cancer

Past Supervision

YearProgramSupervisor TypeResearch Title
2013PhD (Computer Science)Principal SupervisorAn Integrated, Fast and Scalable Approach for Large-Scale Biological Network Analysis
2013PhD (Computer Science)Principal SupervisorEfficient Methods of Feature Selection Based on Combinatorial Optimization Motivated by the Analysis of Large Biological Datasets
2012PhD (Computer Science)Principal SupervisorMining Disjunctive Patterns in Biomedical Data Sets
2011PhD (Medical Genetics)Co-SupervisorMicroarray Studies of Genome-Wide Changes in Brain and Heart Gene Expression in Mouse Models of Iron Overload
2008PhD (Computer Science)Principal SupervisorAn Integrated and Scalable Approach Based on Combinatorial Optimization Techniques for the Analysis of Microarray Data
2007PhD (Software Engineering)Principal SupervisorPrincipled Computational Data Mining Methods for Biomarker Discovery Using Microarray Technologies
2005Honours Computr Sc Not Elswhere Class
University of Newcastle
Principal SupervisorInferring genetic regulatory networks in breast cancer patients using PROSPECT; a visually interactive tool for gene exploration.
2005PhD (Computer Science)Principal SupervisorSystematic Kernelization in FPT Algorithm Design
1999Honours Computr Sc Not Elswhere Class
Universidad Nacional del Centro de la Provincia de Buenos Aires, Tandil, Argentina
Co-SupervisorMetaheuristics based on memetic algorithms for large instances of the traveling salesman problem
1998Honours Computr Sc Not Elswhere Class
Universidad Nacional de La Plata
Co-SupervisorFast heuristics for the 2D Euclidean TSP based on Delaunay Triangulation and its subgraphs
1998Honours Computr Sc Not Elswhere Class
Universidad Nacional de La Plata
Co-SupervisorA co-evolutionary metaheuristic for the traveling salemsna problem
1993Honours Computr Sc Not Elswhere Class
Universidad Nacional de La Plata
Co-SupervisorOff-line alpha-numerical character recognition
1992 Accounting
Universidad Nacional de La Plata
Co-SupervisorMetaheuristics for combinatorial optimisation problems
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Professor Pablo Moscato

Work Phone(02) 492 16056 (02) 4042 0510
Fax(02) 492 16929
Email
PositionARC Future Fellow
School of Elect Engineering and Computer Science
Faculty of Engineering and Built Environment
The University of Newcastle, Australia
Focus AreaComputer Science and Software Engineering
Office
ES231,
Engineering Science - D.W. George,
Callaghan
University Drive
Callaghan NSW 2308
Australia
URL:www.newcastle.edu.au/profile/pablo-moscato