Laura Villanova

Cited by

	All	Since 2015
Citations	372	242
h-index	7	6
i10-index	7	6

2009201020112012201320142015201620172018201920202 2 13 31 36 38 29 33 32 36 43 69

Co-authors

Paolo FalcaroGraz University of TechnologyVerified email at tugraz.at
Kate Smith-MilesProfessor of Applied Mathematics, The University of MelbourneVerified email at unimelb.edu.au
Dario BusoDavies Collison CaveVerified email at davies.com.au
Rob J HyndmanProfessor of Statistics, Monash UniversityVerified email at monash.edu
Alessandro PatelliUniversity of Padova, Dept. of Physics and AstronomyVerified email at unipd.it
Raffaele RiccòGraz University of TechnologyVerified email at tugraz.at
Mario Andrés MuñozResearch Fellow, School of Mathematics and Statistics, The University of MelbourneVerified email at unimelb.edu.au
Davaatseren BaatarMonash UniversityVerified email at monash.edu
Amenitsch HeinzInorganic Chemistry, Graz University of Technology, Austria & Austrian SAXS beamline@ELETTRAVerified email at elettra.eu
Benedetta MarmiroliInstitute of Inorganic Chemistry, Graz University of TechnologyVerified email at tugraz.at
Kristina KonstasCSIROVerified email at csiro.au
Cara DohertyCSIROVerified email at csiro.au
Christoph W. SensenUniversitätsprofessor, Graz University of Technology, Institute of Computational BiotechnologyVerified email at tugraz.at
Jung SohCNA Diagnostics Inc.Verified email at cnadiagnostics.com
Masahide TakahashiOsaka Prefecture UniversityVerified email at mtr.osakafu-u.ac.jp
Stefano CostacurtaResearcherVerified email at symera.it
Fabio LisiUniversity of New South WalesVerified email at unsw.edu.au
Giovanni MinerviniUniversity of PadovaVerified email at bio.unipd.it
Fabio PolticelliDepartment of Sciences, Roma Tre UniversityVerified email at uniroma3.it
Debora SlanziUniversity Ca'Foscari of Venice (IT)Verified email at unive.it

Laura Villanova

Graz University of Technology, Ausria

Verified email at tugraz.at

design of experiment evolutionary optimization statistics


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A new method to position and functionalize metal-organic framework crystals P Falcaro, AJ Hill, KM Nairn, J Jasieniak, JI Mardel, TJ Bastow, SC Mayo, ... Nature communications 2 (1), 1-8, 2011	180	2011
Instance spaces for machine learning classification MA Muñoz, L Villanova, D Baatar, K Smith-Miles Machine Learning 107 (1), 109-147, 2018	50	2018
Magnetic framework composites for polycyclic aromatic hydrocarbon sequestration CM Doherty, E Knystautas, D Buso, L Villanova, K Konstas, AJ Hill, ... Journal of materials chemistry 22 (23), 11470-11474, 2012	48	2012
Massive non-natural proteins structure prediction using grid technologies G Minervini, G Evangelista, L Villanova, D Slanzi, D De Lucrezia, I Poli, ... Bmc Bioinformatics 10 (6), 1-9, 2009	26	2009
On sampling methods for costly multi-objective black-box optimization I Steponavičė, M Shirazi-Manesh, RJ Hyndman, K Smith-Miles, ... Advances in Stochastic and Deterministic Global Optimization, 273-296, 2016	14	2016
Method for optimizing coating properties based on an evolutionary algorithm approach D Carta, L Villanova, S Costacurta, A Patelli, I Poli, S Vezzu, P Scopece, ... Analytical chemistry 83 (16), 6373-6380, 2011	12	2011
Phase dependent encapsulation and release profile of ZIF-based biocomposites F Carraro, MJ Velásquez-Hernández, E Astria, W Liang, L Twight, ... Chemical Science 11 (13), 3397-3404, 2020	11	2020
Influence of domestic and environmental weathering in the self-cleaning performance and durability of TiO2 photocatalytic coatings EI Cedillo-González, V Barbieri, P Falcaro, LM Torres-Martínez, ... Building and Environment 132, 96-103, 2018	7	2018
Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling L Villanova, P Falcaro, D Carta, I Poli, R Hyndman, K Smith-Miles IEEE Congress on Evolutionary Computation, 1-8, 2010	6	2010
Evaluation of host-based molecular markers for the early detection of human sepsis E Ullrich, P Heidinger, J Soh, L Villanova, S Grabuschnig, T Bachler, ... Journal of Biotechnology 310, 80-88, 2020	5	2020
Dynamic algorithm selection for pareto optimal set approximation I Steponavičė, RJ Hyndman, K Smith-Miles, L Villanova Journal of Global Optimization 67 (1-2), 263-282, 2017	5	2017
Efficient identification of the Pareto optimal set I Steponavičė, RJ Hyndman, K Smith-Miles, L Villanova International Conference on Learning and Intelligent Optimization, 341-352, 2014	4	2014
Influence of the relative humidity on aminosilane molecular grafting properties F Lisi, D Carta, L Villanova, I Poli, D Buso, S Costacurta, AJ Hill, P Falcaro Journal of sol-gel science and technology 60 (3), 246-253, 2011	2	2011
Methods for Treating and Detecting Sepsis in Humans C SENSEN, J SOH, P HEIDINGER, L VILLANOVA, S GRABUSCHNIG WO Patent 2,020,026,026, 2020	1	2020
EMMA: Evolutionary Model-based Multiresponse Approach L Villanova, K Smith-Miles, RJ Hyndman	1	2011
Methods for treating and detecting sepsis in humans CW Sensen, J Soh, P Heidinger, L Villanova, S Grabuschnig US Patent 10,793,906, 2020		2020
Methods for Treating and Detecting Johne's Disease in Cattle CW Sensen, J Soh, P Heidinger, L Villanova, S Grabuschnig US Patent App. 16/385,970, 2019		2019
Circulating Nucleic Acids as Early Diagnostic Markers P Heidinger, T Bachler, J Soh, L Villanova, S Grabuschnig, CW Sensen European Summit of Industrial Biotechnology (ESIB) 2017, 2017		2017
Efficient Identification of the Pareto Optimal Set L Villanova Learning and Intelligent Optimization: 8th International Conference, Lion 8 …, 2014		2014
Package ‘emma’ L Villanova, K Smith-Miles, ML Villanova		2011

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