Publications — Armando Pinho

← Armando Pinho · All IEETA publications

2026

10 publications

Conference Paper

A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA

Yamunaque D., Pinho A.J., Sajantila A., Pratas D.

Lecture Notes in Computer Science, 15938 LNCS, 59–70 DOI Scopus

Conference Paper

Analysis of Lossless Compression Techniques for Synchrotron Crystallography Data

Quintas-Torra P., Fernandez-Mellado X., Bartrina-Rapesta J., Castellvi A., Jover-Manas G., Pinho A.J., Serra-Sagristq J.

Data Compression Conference Proceedings, 33–42 DOI Scopus

Conference Paper

Automating Job Post Alignment with ESCO for Labor Market Insights

Silva G., Rodrigues M., Amorim M., Pinho A.

Lecture Notes in Networks and Systems, 1582 LNNS, 395–408 DOI Scopus

Conference Paper

ECOmpress: A Web Tool for Boosting Energy Efficiency Through Data Compression

Lei D., Yamunaque D., Pinho A.J., Pratas D.

Lecture Notes in Computer Science, 15938 LNCS, 297–308 DOI Scopus

Journal Article Open Access

Encoding clinical preferences via resampling: an application to pain assessment

Carvalho M., Pais D., Sebastião R., Pinho A., Brás S.

Pattern Analysis and Applications, 29(3), 117 DOI Scopus

Journal Article Open Access

FALCON2: compression-based metagenomic classification of ancient viruses

Marques L.L., Pinho A.J., Pratas D.

Bioinformatics, 42(5), btag155 DOI Scopus

Journal Article Open Access

How hard is my imbalanced classification task? - An explainable supervised approach

Carvalho M., Pinho A.J., Brás S.

Expert Systems with Applications, 303, 130695 DOI Scopus

Conference Paper

Informed Decision Making Strategy for Resampling in Pain Assessment

Carvalho M., Pais D., Sebastião R., Pinho A.J., Brás S.

Lecture Notes in Computer Science, 15938 LNCS, 147–158 DOI Scopus

Journal Article Open Access

Lossless Compression of Modern Astronomical Data Using a Novel Learned Predictor

Quintas-Torra P., Fernández-Mellado X., Bartrina-Rapesta J., Mijares S., Pinho A.J., Serra-Sagristà J.

Publications of the Astronomical Society of the Pacific, 138(4) DOI Scopus

Conference Paper

Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection

Alves B., Pinho A.J., Gouveia S.

Lecture Notes in Computer Science, 15938 LNCS, 357–368 DOI Scopus

2025

6 publications

Journal Article

A Survey on the Development of Human-Centered Artificial Agents for Fighting Games

Tavares M., Carvalho J.M., Pinho A.J.

IEEE Transactions on Games, 17(4), 839–858 DOI Scopus

Conference Paper

AIDetx: A Compression-Based Method for Identification of Machine-Learning Generated Text

Almeida L., Rodrigues P., Magalhaes D., Pinho A.J., Pratas D.

Data Compression Conference Proceedings, 358 DOI Scopus

Conference Paper

Analysis of Lossless Coding Techniques for Uncalibrated Spectral Data From James Webb Space Telescope

Fernandez-Mellado X., Quintas-Torra P., Bartrina-Rapesta J., Portell J., Pinho A.J., Serra-Sagrista J.

2025 15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2025 DOI Scopus

Conference Paper

GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization

Carvalho M., Pinho A., Brás S.

Lecture Notes in Computer Science, 16017 LNCS, 59–77 DOI Scopus

Conference Paper

Optimization of Data Compression Parameters Using Genetic Algorithms

Pinho A.J., Pratas D.

Data Compression Conference Proceedings, 395 DOI Scopus

Journal Article Open Access

Resampling approaches to handle class imbalance: a review from a data perspective

Carvalho M., Pinho A.J., Brás S.

Journal of Big Data, 12(1), 71 DOI Scopus

2024

7 publications

Conference Paper Open Access

A sensitive compression-based method for filtering targeted FASTQ sequencing reads

Sousa M.J.P., Pinho A.J., Pratas D.

European Signal Processing Conference, 1561–1565 DOI Scopus

Conference Paper Open Access

A sorting tool for improving FASTA data compression tools

Fonseca T., Sousa M.J.P., Pinho A.J., Pratas D.

European Signal Processing Conference, 1566–1570 DOI Scopus

Journal Article Open Access

AltaiR: a C toolkit for alignment-free and temporal analysis of multi-FASTA data

Silva J.M., Pinho A.J., Pratas D.

GigaScience, 13, giae086 DOI Scopus

Conference Paper Open Access

An experimental sorting method for improving metagenomic data encoding

Pratas D., Pinho A.J.

Data Compression Conference Proceedings, 578 DOI Scopus

Conference Paper Open Access

Copy models for protein sequence compression

Pinho A.J., Pratas D.

Data Compression Conference Proceedings, 342–351 DOI Scopus

Conference Paper

Improving the generation of viral consensus sequences using adaptive models

Sousa M.J.P., Pinho A.J., Pratas D.

European Signal Processing Conference, 1691–1695 DOI Scopus

Journal Article Open Access

JARVIS3: An efficient encoder for genomic data

Sousa M.J.P., Pinho A.J., Pratas D.

Bioinformatics, 40(12), btae725 DOI Scopus