10 citations · 11 across the 8 of their papers we have counts for
9 papers
A Study on Hyperparameters Configurations for an Efficient Human Activity Recognition System
Paulo J. S. Ferreira, João Mendes Moreira, João M. P. Cardoso
Human Activity Recognition (HAR) has been a popular research field due to the widespread of devices with sensors and computational power (e.g., smartphones and smartwatches). Appli…
An Efficient Monte Carlo-based Probabilistic Time-Dependent Routing Calculation Targeting a Server-Side Car Navigation System
Emanuele Vitali, Davide Gadioli, Gianluca Palermo +7
Incorporating speed probability distribution to the computation of the route planning in car navigation systems guarantees more accurate and precise responses. In this paper, we pr…
The ANTAREX Domain Specific Language for High Performance Computing
Cristina Silvano, Giovanni Agosta, Andrea Bartolini +19
The ANTAREX project relies on a Domain Specific Language (DSL) based on Aspect Oriented Programming (AOP) concepts to allow applications to enforce extra functional properties such…
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition
Kemilly Dearo Garcia, Tiago Carvalho, João Mendes-Moreira +2
Human activity recognition (HAR) is a classification task that aims to classify human activities or predict human behavior by means of features extracted from sensors data. Typical…
Improving OpenCL Performance by Specializing Compiler Phase Selection and Ordering
Ricardo Nobre, Luís Reis, João M. P. Cardoso
Automatic compiler phase selection/ordering has traditionally been focused on CPUs and, to a lesser extent, FPGAs. We present experiments regarding compiler phase ordering speciali…
Compiler Phase Ordering as an Orthogonal Approach for Reducing Energy Consumption
Ricardo Nobre, Luís Reis, João M. P. Cardoso
Compiler writers typically focus primarily on the performance of the generated program binaries when selecting the passes and the order in which they are applied in the standard op…
Fault Detection in C Programs using Monitoring of Range Values: Preliminary Results
Pedro Pinto, Rui Abreu, João M. P. Cardoso
This technical report presents the work done as part of the AutoSeer project. Our work in this project was to develop a source-to-source compiler, MANET, for the C language that co…
Representation of Evolutionary Algorithms in FPGA Cluster for Project of Large-Scale Networks
Andre B. Perina, Marcilyanne M. Gois, Paulo Matias +3
Many problems are related to network projects, such as electric distribution, telecommunication and others. Most of them can be represented by graphs, which manipulate thousands or…
An Infrastructure to Functionally Test Designs Generated by Compilers Targeting FPGAs
Rui Rodrigues, Joao M. P. Cardoso
This paper presents an infrastructure to test the functionality of the specific architectures output by a high-level compiler targeting dynamically reconfigurable hardware. It resu…