Ricardo Teixeira Sousa

According to our database, Ricardo Teixeira Sousa authored at least 22 papers between 2011 and 2025.

Collaborative distances:

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

2025

KDBI special issue: Time-series pattern verification in CNC turning - A comparative study of one-class and binary classification.

João Pinto da Silva, Ana Rita Nogueira, José Pinto, Manuel Curral, António Correia Alves, Ricardo Teixeira Sousa

Expert Syst. J. Knowl. Eng., February, 2025

Online boxplot derived outlier detection.

Arefeh Mazarei, Ricardo Teixeira Sousa, João Mendes-Moreira, Slavo Molchanov, Hugo Miguel Mendes Ferreira

Int. J. Data Sci. Anal., January, 2025

2024

Optimal gas subset selection for dissolved gas analysis in power transformers.

José Pinto, Vitor Esteves, Sérgio M. O. Tavares, Ricardo Teixeira Sousa

Prog. Artif. Intell., March, 2024

Process mining embeddings: Learning vector representations for Petri nets.

Juan Gabriel Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Teixeira Sousa

Intell. Syst. Appl., 2024

2023

Unsupervised Online Event Ranking for IT Operations.

Tiago Costa Mendes, André Azevedo Barata, Miguel Pereira, João Mendes-Moreira, Rui Camacho, Ricardo Teixeira Sousa

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Time-Series Pattern Verification in CNC Machining Data.

João Miguel Silva, Ana Rita Nogueira, José Pinto, António Correia Alves, Ricardo Teixeira Sousa

Proceedings of the Progress in Artificial Intelligence, 2023

2022

Exploiting BIM Objects for Synthetic Data Generation toward Indoor Point Cloud Classification Using Deep Learning.

Ernesto Frías, José Pinto, Ricardo Teixeira Sousa, Henrique Lorenzo, Lucía Díaz-Vilariño

J. Comput. Civ. Eng., 2022

2020

BRIGHT - Drift-Aware Demand Predictions for Taxi Networks.

Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama

IEEE Trans. Knowl. Data Eng., 2020

Hierarchical Qualitative Clustering - clustering mixed datasets with critical qualitative information.

Diogo Seca, João Mendes-Moreira, Tiago Mendes-Neves, Ricardo Teixeira Sousa

CoRR, 2020

2019

BRIGHT - Drift-Aware Demand Predictions for Taxi Networks (Extended Abstract).

Amal Saadallah, Luís Moreira-Matias, Ricardo Teixeira Sousa, Jihed Khiari, Erik Jenelius, João Gama

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Multi-label classification from high-speed data streams with adaptive model rules and random rules.

Ricardo Teixeira Sousa, João Gama

Prog. Artif. Intell., 2018

Co-training study for online regression.

Ricardo Teixeira Sousa, João Gama

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2017

Comparison Between Co-training and Self-training for Single-target Regression in Data Streams using AMRules.

Ricardo Teixeira Sousa, João Gama

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), 2017

Co-training Semi-supervised Learning for Single-Target Regression in Data Streams Using AMRules.

Ricardo Teixeira Sousa, João Gama

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

First Principle Models Based Dataset Generation for Multi-Target Regression and Multi-Label Classification Evaluation.

Ricardo Teixeira Sousa, João Gama

Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), 2016

Online Semi-supervised Learning for Multi-target Regression in Data Streams Using AMRules.

Ricardo Teixeira Sousa, João Gama

Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

Online Multi-label Classification with Adaptive Model Rules.

Ricardo Teixeira Sousa, João Gama

Proceedings of the Advances in Artificial Intelligence, 2016

2015

Enabling IIoT IP backbones with real-time guarantees.

Ricardo Teixeira Sousa, Paulo Pedreiras, Pedro Gonçalves

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014

The harmonic and noise information of the glottal pulses in speech.

Ricardo Teixeira Sousa, Aníbal J. S. Ferreira, Paavo Alku

Biomed. Signal Process. Control., 2014

2012

Accurate analysis and visual feedback of vibrato in singing.

Jose Ventura, Ricardo Teixeira Sousa, Aníbal J. S. Ferreira

Proceedings of the 5th International Symposium on Communications, 2012

2011

Estimation of harmonic and noise components of the glottal excitation.

Ricardo Teixeira Sousa, Aníbal J. S. Ferreira, Paavo Alku

Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

Singing Voice Analysis Using Relative Harmonic Delays.

Ricardo Teixeira Sousa, Aníbal J. S. Ferreira

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011