Laura Villanova
Laura Villanova
Verified email at monash.edu
TitleCited byYear
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, 237, 2011
1552011
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
362012
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), S22, 2009
212009
Instance spaces for machine learning classification
MA Munoz, L Villanova, D Baatar, K Smith-Miles
Machine Learning 107 (1), 109-147, 2018
102018
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
92011
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
62016
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
42014
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
32017
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
Evolutionary Computation (CEC), 2010 IEEE Congress on, 1-8, 2010
32010
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
22011
Methods for Treating and Detecting Sepsis in Humans
CW Sensen, J Soh, P Heidinger, S Grabuschnig, L Villanova
2018
Methods for Treating and Detecting Johne's Disease in Cattle
CW Sensen, J Soh, S Grabuschnig, L Villanova, P Heidinger
2018
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
Response surface optimization for high dimensional systems with multiple responses
L Villanova
2010
Supplementary Material for the paper: Instance Spaces for Machine Learning Classification
L Villanova, MA Munoz, D Baatar, K Smith-Miles
Supplementary Material for the paper: Instance Spaces for Machine Learning Classification
MA Munoz, L Villanova, D Baatar, K Smith-Miles
Evolutionary Model-based Multiresponse Approach
L Villanova, K Smith-Miles, RJ Hyndman
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Articles 1–19