César Alexandre Teixeira

Orcid: 0000-0001-9396-1211

Affiliations:
  • University of Coimbra, Department of Informatics Engineering, Portugal


According to our database1, César Alexandre Teixeira authored at least 67 papers between 2003 and 2024.

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Bibliography

2024
Classifier Combination Supported by the Sleep-Wake Cycle Improves EEG Seizure Prediction Performance.
IEEE Trans. Biomed. Eng., August, 2024

2023
An Empirical Analysis of Rebalancing Methods for Security Issue Report Identification.
Proceedings of the 28th IEEE Pacific Rim International Symposium on Dependable Computing, 2023

Automating Vulnerability Management in the Software Development Lifecycle.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

2022
How Reliable Are Ultra-Short-Term HRV Measurements during Cognitively Demanding Tasks?
Sensors, 2022

2021
Can EEG Be Adopted as a Neuroscience Reference for Assessing Software Programmers' Cognitive Load?
Sensors, 2021

Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks.
IEEE Access, 2021

Techniques for Evaluating the Robustness of Deep Learning Systems: A Preliminary Review.
Proceedings of the 10th Latin-American Symposium on Dependable Computing, 2021

2020
Application of self-organizing map to identify nocturnal epileptic seizures.
Neural Comput. Appl., 2020

Comparing Different Methods for Named Entity Recognition in Portuguese Neurology Text.
J. Medical Syst., 2020

Automating orthogonal defect classification using machine learning algorithms.
Future Gener. Comput. Syst., 2020

Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy.
Complex., 2020

2019
Spotting Problematic Code Lines using Nonintrusive Programmers' Biofeedback.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Biofeedback augmented software engineering: monitoring of programmers' mental effort.
Proceedings of the 41st International Conference on Software Engineering: New Ideas and Emerging Results, 2019

Named Entity Recognition in Portuguese Neurology Text Using CRF.
Proceedings of the Progress in Artificial Intelligence, 2019

Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Software code complexity assessment using EEG features.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Preictal Time Assessment using Heart Rate Variability Features in Drug-resistant Epilepsy Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Pupillography as Indicator of Programmers' Mental Effort and Cognitive Overload.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Contributions to Clinical Named Entity Recognition in Portuguese.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018
Web-based Platform for Training in Biomedical Signal Processing and Classification: the Particular Case of EEG-based Drowsiness Detection.
Int. J. Online Eng., 2018

Noise detection in phonocardiograms by exploring similarities in spectral features.
Biomed. Signal Process. Control., 2018

Using the Jupyter Notebook as a Tool to Support the Teaching and Learning Processes in Engineering Courses.
Proceedings of the Challenges of the Digital Transformation in Education - Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL 2018), 2018

Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Realistic Seizure Prediction Study Based on Multiclass SVM.
Int. J. Neural Syst., 2017

A method for sub-sample computation of time displacements between discrete signals based only on discrete correlation sequences.
Biomed. Signal Process. Control., 2017

On the viability of ECG features for seizure anticipation on long-term data.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

EEG-based drowsiness detection platform to compare different methodologies.
Proceedings of the 2017 4th Experiment@International Conference (exp.at'17), 2017

Online demonstration of a EEG-based drowsiness detector.
Proceedings of the 2017 4th Experiment@International Conference (exp.at'17), 2017

Pattern discovery and similarity assessment for robust heart sound segmentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Pattern discovery and similarity assessment for robust Heart Sound Segmentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A Remote Lab to Simulate the Physiological Process of Ingestion and Excretion of a Drug.
Int. J. Online Eng., 2016

Development of an E-learning Platform for Storage, Simulation and Online Experimentation of Models of Physiological Processes.
Proceedings of the Interactive Collaborative Learning - Proceedings of the 19th ICL Conference, 2016

Evaluation of lung ventilation distribution in chronic obstructive pulmonary disease patients using the global inhomogeneity index.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A-phases subtype detection using different classification methods.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Detection of different types of noise in lung sounds.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Biodata analytics for COPD.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Early Seizure Detection Using Neuronal Potential Similarity: A Generalized Low-Complexity and Robust Measure.
Int. J. Neural Syst., 2015

An alternative methodology for the estimation of frequency changes in electroencephalogram signals.
Proceedings of the 2015 3rd Experiment International Conference (exp.at'15), 2015

Demonstration of modeling and simulation of physiological processes using a remote lab.
Proceedings of the 2015 3rd Experiment International Conference (exp.at'15), 2015

A low-complex multi-channel methodology for noise detection in phonocardiogram signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection of wheezes using their signature in the spectrogram space and musical features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic identification of Cyclic Alternating Pattern (CAP) sequences based on the Teager Energy Operator.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Early detection of epilepsy seizures based on a weightless neural network.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Epileptic Seizure Detection using Bipolar Singular Value Decomposition.
Proceedings of the BIOSIGNALS 2015, 2015

2014
A new algorithm for detection of epileptic seizures based on HRV signal.
J. Exp. Theor. Artif. Intell., 2014

Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients.
Comput. Methods Programs Biomed., 2014

Combining pervasive technologies and Cloud Computing for COPD and comorbidities management.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Optimal preictal period in seizure prediction.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Robust features for detection of crackles: An exploratory study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Robust and low complexity algorithms for seizure detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Voluntary cough detection by internal sound analysis.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Real-time epileptic seizure prediction at Centro Hospitalar e Universitário de Coimbra.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

Seizure prediction with bipolar spectral power features using Adaboost and SVM classifiers.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
EPILEPSIAE - A European epilepsy database.
Comput. Methods Programs Biomed., 2012

Characterization of Temperature-Dependent Echo-Shifts and Backscattered Energy Induced by Thermal Ultrasound.
Proceedings of the Soft Computing Applications, 2012

Systems and Control for Biomedical Engineering Students.
Proceedings of the 9th IFAC Symposium Advances in Control Education, 2012

Output regularization of SVM seizure predictors: Kalman Filter versus the "Firing Power" method.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Space time frequency (STF) code tensor for the characterization of the epileptic preictal stage.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Epileptic seizure prediction based on a bivariate spectral power methodology.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Optimized feature subsets for epileptic seizure prediction studies.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Wepilet, optimal orthogonal wavelets for epileptic seizure prediction with one single surface channel.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009
A Scalable and Open Source Linear Positioning System Controller.
Proceedings of the BIODEVICES 2009, 2009

2008
Soft-computing techniques applied to artificial tissue temperature estimation
PhD thesis, 2008

A Soft-Computing Methodology for Noninvasive Time-Spatial Temperature Estimation.
IEEE Trans. Biomed. Eng., 2008

Neuro-genetic non-invasive temperature estimation: Intensity and spatial prediction.
Artif. Intell. Medicine, 2008

2006
Non-invasive temperature prediction of in vitro therapeutic ultrasound signals using neural networks.
Medical Biol. Eng. Comput., 2006

2003
Nonlinear identification of aircraft gas-turbine dynamics.
Neurocomputing, 2003


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