Search Results for author: Rui L. Lopes

Found 4 papers, 2 papers with code

A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection

1 code implementation1 Sep 2023 Pedro Conde, Rui L. Lopes, Cristiano Premebida

For this reason, this work presents a novel theoretical and practical framework to evaluate object detection systems in the context of uncertainty calibration.

Autonomous Driving Medical Diagnosis +3

Approaching Test Time Augmentation in the Context of Uncertainty Calibration for Deep Neural Networks

1 code implementation11 Apr 2023 Pedro Conde, Tiago Barros, Rui L. Lopes, Cristiano Premebida, Urbano J. Nunes

With the rise of Deep Neural Networks, machine learning systems are nowadays ubiquitous in a number of real-world applications, which bears the need for highly reliable models.

Image Classification

Mind the Gap: A Well Log Data Analysis

no code implementations10 May 2017 Rui L. Lopes, Alípio Jorge

The main task in oil and gas exploration is to gain an understanding of the distribution and nature of rocks and fluids in the subsurface.

Descriptive

Proceedings of the Workshop on Data Mining for Oil and Gas

no code implementations9 May 2017 Alipio Jorge, German Larrazabal, Pablo Guillen, Rui L. Lopes

Data mining for oil and gas industry throughout the lifecycle of the reservoir includes the following roles: locating hydrocarbons, managing geological data, drilling and formation evaluation, well construction, well completion, and optimizing production through the life of the oil field.

BIG-bench Machine Learning Decision Making

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