Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Andre G. C. Pacheco"'
Learning to estimate heart rate from accelerometer and user's demographics during physical exercises
Autor:
Andre G. C. Pacheco, Frank A. C. Cabello, Paula G. Rodrigues, Desiree C. Miraldo, Vanessa B. O. Fioravanti, Rafael G. Lima, Paula R. Pinto, Adriana M. O. Fonoff, Otavio A. B. Penatti
Publikováno v:
IEEE Journal of Biomedical and Health Informatics. :1-11
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4414376e9ac66dc77bc1120bd1e0b5dc
https://doi.org/10.1109/jbhi.2023.3251742
https://doi.org/10.1109/jbhi.2023.3251742
Autor:
Andre G. C. Pacheco, Frank A. C. Cabello, Adriana M. O. Fonoff, Paula G. Rodrigues, Otávio A. B. Penatti, Paula R. Pinto
Publikováno v:
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b3374f2512bd2caa49e3103f96ac0e76
https://doi.org/10.1109/icassp49357.2023.10095339
https://doi.org/10.1109/icassp49357.2023.10095339
Publikováno v:
IEEE Journal of Biomedical and Health Informatics. 25:3554-3563
Computer-aided skin cancer classification systems built with deep neural networks usually yield predictions based only on images of skin lesions. Despite presenting promising results, it is possible to achieve higher performance by taking into accoun
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bfd6c889f564d802a8f5d1e800e4b2d0
https://doi.org/10.1109/jbhi.2021.3062002
https://doi.org/10.1109/jbhi.2021.3062002
Publikováno v:
Frontiers of Information Technology & Electronic Engineering. 20:283-291
In this paper, we present an approach that can handle Z-numbers in the context of multi-criteria decision-making problems. The concept of Z-number as an ordered pair Z=(A, B) of fuzzy numbers A and B is used, where A is a linguistic value of a variab
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9656da84f1c2247c5e3ee41751b5c5c8
https://doi.org/10.1631/fitee.1700434
https://doi.org/10.1631/fitee.1700434
Publikováno v:
ICASSP
In this paper, we propose a new Sound Event Classification (SEC) method which is inspired in recent works for out-of-distribution detection. In our method, we analyse all the activations of a generic CNN in order to produce feature representations us
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::34c2c5031b385d08d4b4e73e555cf41b
http://arxiv.org/abs/2102.11771
http://arxiv.org/abs/2102.11771
Publikováno v:
IJCNN
Skin cancer is a quite common type of cancer. Its incidence is more often in caucasian people and melanoma is the most lethal one. In order to increase patient prognosis, developing tools to assist early diagnosis is quite important. In the last few
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f089d9d595f983e4f00b38bbdcd984c5
https://doi.org/10.1109/ijcnn48605.2020.9207552
https://doi.org/10.1109/ijcnn48605.2020.9207552
Publikováno v:
Neurocomputing. 292:151-164
Data classification appears in many real-world problems, e.g., recognition of image patterns, differentiation among species of plants, classifying between benign and malignant tumors, among others. Many of these problems present data patterns, which
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::33388f00c67f44f422fb60323965b42b
https://doi.org/10.1016/j.neucom.2018.03.002
https://doi.org/10.1016/j.neucom.2018.03.002
Publikováno v:
Expert Systems with Applications. 96:77-85
The Extreme Learning Machine (ELM) is a single-hidden layer feedforward neural network (SLFN) learning algorithm that can learn effectively and quickly. The ELM training phase assigns the input weights and bias randomly and does not change them in th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::54386e007ac9dbbbfbec89fb6c1e47b5
https://doi.org/10.1016/j.eswa.2017.11.054
https://doi.org/10.1016/j.eswa.2017.11.054
Publikováno v:
Annals of Data Science. 5:93-110
In classification problems when multiple algorithms are applied to different benchmarks a difficult issue arises, i.e., how can we rank the algorithms? In machine learning, it is common to run the algorithms several times and then a statistic is calc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::73a0b0d41526c5ea6b52ab4192ac7344
https://doi.org/10.1007/s40745-018-0136-5
https://doi.org/10.1007/s40745-018-0136-5
Publikováno v:
IJCNN
Skin lesion is an abnormal growth of skin cells that may become a skin cancer, which is a major health issue around the world and its incidence has been increasing throughout the years. Early detection is critical to increase the survival probability
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5997075ae122c075ce845e8f3ceb9236
https://doi.org/10.1109/ijcnn.2019.8851803
https://doi.org/10.1109/ijcnn.2019.8851803