- Fabio Banchelli, Marta Garcia-Gasulla, Guillaume Houzeaux, Filippo Mantovani:
Benchmarking of state-of-the-art HPC Clusters with a Production CFD Code. PASC 2020: 3:1-3:11 - Fabio Banchelli, Kilian Peiro, Andrea Querol, Guillem Ramirez-Gargallo, Guillem Ramirez-Miranda, Joan Vinyals, Pablo Vizcaino, Marta Garcia-Gasulla, Filippo Mantovani:
Performance study of HPC applications on an Arm-based cluster using a generic efficiency model. PDP 2020: 167-174 - Filippo Mantovani, Marta Garcia-Gasulla, José Gracia, Esteban Stafford, Fabio Banchelli, Marc Josep-Fabrego, Joel Criado-Ledesma, Mathias Nachtmann:
Performance and energy consumption of HPC workloads on a cluster based on Arm ThunderX2 CPU. CoRR abs/2007.04868 (2020) - Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Jadson Castro Gertrudes, Sylvio Barbon Junior, André Carlos Ponce de Leon Ferreira de Carvalho:
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters. CoRR abs/2008.00025 (2020) - Márcio P. Basgalupp, Rodrigo C. Barros, Alex Guimarães Cardoso de Sá, Gisele L. Pappa, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho, Alex Alves Freitas:
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version). CoRR abs/2009.07430 (2020) - 2019
- Giuseppe Riva, Brenda K. Wiederhold, Fabrizia Mantovani:
Neuroscience of Virtual Reality: From Virtual Exposure to Embodied Medicine. Cyberpsychology Behav. Soc. Netw. 22(1): 82-96 (2019) - Gabriel Fillipe Centini Campos, Saulo Martiello Mastelini, Gabriel Jonas Aguiar, Rafael Gomes Mantovani, Leonimer Flavio de Melo, Sylvio Barbon Junior:
Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization. EURASIP J. Image Video Process. 2019: 59 (2019) - Andrés García-Silva, José Manuél Gómez-Pérez, Raúl Palma, Marcin Krystek, Simone Mantovani, Federica Foglini, Valentina Grande, Francesco De Leo, Stefano Salvi, Elisa Trasatti, Vito Romaniello, Mirko Albani, Cristiano Silvagni, Rosemarie Leone, Fulvio Marelli, Sergio Albani, Michele Lazzarini, Hazel J. Napier, Ilkay Altintas:
Enabling FAIR research in Earth Science through research objects. Future Gener. Comput. Syst. 98: 550-564 (2019) - Rafael Gomes Mantovani, André L. D. Rossi, Edesio Alcobaça, Joaquin Vanschoren, André C. P. L. F. de Carvalho:
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers. Inf. Sci. 501: 193-221 (2019) - Gabriel Jonas Aguiar, Rafael Gomes Mantovani, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho, Gabriel F. C. Campos, Sylvio Barbon Junior:
A meta-learning approach for selecting image segmentation algorithm. Pattern Recognit. Lett. 128: 480-487 (2019) - Roberto Filgueiras, Everardo Chartuni Mantovani, Daniel Althoff, Elpídio Inácio Fernandes Filho, Fernando França da Cunha:
Crop NDVI Monitoring Based on Sentinel 1. Remote. Sens. 11(12): 1441 (2019) - Marcel Chuma Cerbantes, Ricardo Fernández-Blanco, Miguel A. Ortega-Vazquez, José Roberto Sanches Mantovani:
Incorporating a Nodal Reactive Power Pricing Scheme Into the DisCo's Short-Term Operation. IEEE Trans. Smart Grid 10(4): 3720-3731 (2019) - Guillem Ramirez-Gargallo, Marta Garcia-Gasulla, Filippo Mantovani:
TensorFlow on State-of-the-Art HPC Clusters: A Machine Learning use Case. CCGRID 2019: 526-533 - Regina Albuquerque, Rafaela Mantovani Fontana, Andreia Malucelli, Sheila S. Reinehr:
Agile Methods and Maturity Models Assessments: What's Next? EuroSPI 2019: 619-630 - Gislaine Nalepa, Rafaela Mantovani Fontana, Sheila S. Reinehr, Andreia Malucelli:
Using Agile Approaches to Drive Software Process Improvement Initiatives. EuroSPI 2019: 495-506 - Daniel Ruiz, Filippo Spiga, Marc Casas, Marta Garcia-Gasulla, Filippo Mantovani:
Open-Source Shared Memory implementation of the HPCG benchmark: analysis, improvements and evaluation on Cavium ThunderX2. HPCS 2019: 225-232 - Constantino Gómez, Francesc Martínez, Adrià Armejach, Miquel Moretó, Filippo Mantovani, Marc Casas:
Design Space Exploration of Next-Generation HPC Machines. IPDPS 2019: 54-65 - Oleksandr Rudyy, Marta Garcia-Gasulla, Filippo Mantovani, Alfonso Santiago, Raül Sirvent, Mariano Vázquez:
Containers in HPC: A Scalability and Portability Study in Production Biological Simulations. IPDPS 2019: 567-577 - Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho:
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers. CoRR abs/1906.01684 (2019) - Gean Trindade Pereira, Moisés Rocha dos Santos, Edesio Alcobaça, Rafael Gomes Mantovani, André C. P. L. F. de Carvalho:
Transfer Learning for Algorithm Recommendation. CoRR abs/1910.07012 (2019) - 2018
- Julia Wagemann, D. Oliver Clements, Ramiro Marco Figuera, Angelo Pio Rossi, Simone Mantovani:
Geospatial web services pave new ways for server-based on-demand access and processing of Big Earth Data. Int. J. Digit. Earth 11(1): 7-25 (2018) - Serena Mantovani, Gianluca Morganti, Nitish Umang, Teodor Gabriel Crainic, Emma Frejinger, Eric Larsen:
The load planning problem for double-stack intermodal trains. Eur. J. Oper. Res. 267(1): 107-119 (2018) - Guillermo Oyarzun, Ricard Borrell, Andrey V. Gorobets, Filippo Mantovani, Assensi Oliva:
Efficient CFD code implementation for the ARM-based Mont-Blanc architecture. Future Gener. Comput. Syst. 79: 786-796 (2018) - Federica Pallavicini, Alessandro Pepe, Ambra Ferrari, Giacomo Garcea, Andrea Zanacchi, Fabrizia Mantovani:
What Is the Relationship Among Positive Emotions, Sense of Presence, and Ease of Interaction in Virtual Reality Systems? An On-Site Evaluation of a Commercial Virtual Experience. Presence Teleoperators Virtual Environ. 27(2): 183-201 (2018) - Marica Baldoncini, Matteo Albéri, Carlo Bottardi, Brian Minty, Kassandra Giulia Cristina Raptis, Virginia Strati, Fabio Mantovani:
Airborne Gamma-Ray Spectroscopy for Modeling Cosmic Radiation and Effective Dose in the Lower Atmosphere. IEEE Trans. Geosci. Remote. Sens. 56(2): 823-834 (2018) - Edesio Alcobaça, Rafael Gomes Mantovani, André L. D. Rossi, André C. P. L. F. de Carvalho:
Dimensionality Reduction for the Algorithm Recommendation Problem. BRACIS 2018: 318-323 - Ana Kachorowski, Janaina Wendler, Regina Albuquerque, Rafaela Mantovani Fontana, Andreia Malucelli, Sheila S. Reinehr:
What Motivates Software Developers? CLEI 2018: 50-59 - Rafaela Mantovani Fontana, Regina Albuquerque, Rosmar Luz, Ana Carolina Moises, Andreia Malucelli, Sheila S. Reinehr:
Maturity Models for Agile Software Development: What Are They? EuroSPI 2018: 3-14 - Federica Pallavicini, Ambra Ferrari, Alessandro Pepe, Giacomo Garcea, Andrea Zanacchi, Fabrizia Mantovani:
Effectiveness of Virtual Reality Survival Horror Games for the Emotional Elicitation: Preliminary Insights Using Resident Evil 7: Biohazard. HCI (8) 2018: 87-101 - Marta Garcia-Gasulla, Marc Josep-Fabrego, Beatriz Eguzkitza, Filippo Mantovani:
Computational Fluid and Particle Dynamics Simulations for Respiratory System: Runtime Optimization on an Arm Cluster. ICPP Workshops 2018: 11:1-11:8