Alberto Krone-Martins

According to our database, Alberto Krone-Martins authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integrating AI Tutors in a Programming Course.

Iris Ma, Alberto Krone-Martins, Cristina Videira Lopes

CoRR, 2024

Predicting Gas in 3D Dark Matter N-body Simulations with Convolutional Neural Networks.

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva

Proceedings of the 20th IEEE International Conference on e-Science, 2024

BMoss: Reconfigurable Hardware Accelerator for Scalable Plagiarism Detection.

Esmerald Aliaj, Alberto Krone-Martins, Sang-Woo Jun

Proceedings of the 15th ACM SIGOPS Asia-Pacific Workshop on Systems, 2024

2023

A graph-based spectral classification of Type II supernovae.

Rafael S. de Souza, S. Thorp, Lluís Galbany, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, M. A. Schmitz, Alberto Krone-Martins, C. Peters

Astron. Comput., July, 2023

Fast emulation of cosmological density fields based on dimensionality reduction and supervised machine-learning.

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva, Ángeles Moliné

CoRR, 2023

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation.

Quanfeng Xu, Shiyin Shen, Rafael S. de Souza, Mi Chen, Renhao Ye, Yumei She, Zhu Chen, Emille E. O. Ishida, Alberto Krone-Martins, Rupesh Durgesh

CoRR, 2023

Cloning and Beyond: A Quantum Solution to Duplicate Code.

Samyak Jhaveri, Alberto Krone-Martins, Cristina V. Lopes

Proceedings of the 2023 ACM SIGPLAN International Symposium on New Ideas, 2023

Semi-Supervising an Anomalous Universe.

David Sweeney, Alberto Krone-Martins, Peter Tuthill, Richard Scalzo

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Using Fourier Coefficients and Wasserstein Distances to Estimate Entropy in Time Series.

Scott Perkey, Ana Carvalho, Alberto Krone-Martins

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Emulating Hydrodynamics from Dark Matter 3D Density Fields.

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Scalable Infrastructure for Galaxy Image Analysis: I. Measuring Position Angles with Radon Transforms.

Neo Chen, Alberto Krone-Martins

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Symbolic Regression Applied to Cosmology: An Approximate Expression for the Density Perturbation Variance.

Ana Carvalho, David Magalhaes Oliveira, Alberto Krone-Martins, Antonio da Silva

Proceedings of the 19th IEEE International Conference on e-Science, 2023

FarSlayer: Turnkey Acceleration of Legacy Software on Commodity FPGA Cards.

Esmerald Aliaj, Alberto Krone-Martins, Joshua Garcia, Sang-Woo Jun

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022

Applications of AI in Astronomy.

S. George Djorgovski, Ashish Mahabal, Matthew J. Graham, Kai Polsterer, Alberto Krone-Martins

CoRR, 2022

Robustness of Sample and Multiscale Entropy Estimators in Noisy and Incomplete Time Series.

Scott Perkey, Alberto Krone-Martins

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Upscaling of Cosmological N-body Simulations.

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021

FPCA emulation of cosmological simulations.

Miguel Conceição, Alberto Krone-Martins, Antonio da Silva

Proceedings of the 17th IEEE International Conference on eScience, 2021

2020

Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients.

Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan, Rafael S. de Souza, Alexander Ihler, Kara Ponder, Ricardo Vilalta, Anais Möller, David O. Jones, Mi Dai, Alberto Krone-Martins, Bruno Quint, Sreevarsha Sreejith, Alex I. Malz, Lluís Galbany

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2018

A new algorithm for the small-field astrometric point-pattern matching problem.

Cláudio P. Santiago, Carlile Lavor, Sérgio Assunção Monteiro, Alberto Krone-Martins

J. Glob. Optim., 2018

Point pattern search in big data.

Fábio Porto, João N. Rittmeyer, Eduardo S. Ogasawara, Alberto Krone-Martins, Patrick Valduriez, Dennis E. Shasha

Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

2015

The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts.

Jonathan Elliott, Rafael S. de Souza, Alberto Krone-Martins, Ewan Cameron, Emille E. O. Ishida, Joseph M. Hilbe

Astron. Comput., 2015

Selection of Large-Scale 3D Point Cloud Data Using Gesture Recognition.

Robin Burgess, António J. Falcão, Tiago Fernandes, Rita Almeida Ribeiro, Miguel Gomes, Alberto Krone-Martins, André Moitinho de Almeida

Proceedings of the Technological Innovation for Cloud-Based Engineering Systems, 2015