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ORCIDJessica Sena
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- affiliation: Federal University of Minas Gerais, Smart Sense Laboratory, Belo Horizonte, Brazil
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2020 – today
- 2025
[j4]Pedro H. T. Gama
, Jackson Faria, Jessica Sena, Francisco Neves, Vinícius R. Riffel, Lucas Perez, André L. Korenchendler, Matheus C. A. Sobreira, Alexei M. C. Machado:
Imputation in well log data: A benchmark for machine learning methods. Comput. Geosci. 196: 105789 (2025)- 2024
- [j3]Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi:
Transformers and large language models in healthcare: A review. Artif. Intell. Medicine 154: 102900 (2024) - 2023
- [c6]Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi:
Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM 2023: 2207-2212 - [i6]Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi:
Predicting risk of delirium from ambient noise and light information in the ICU. CoRR abs/2303.06253 (2023) - [i5]Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi:
Transformers in Healthcare: A Survey. CoRR abs/2307.00067 (2023) - [i4]Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi:
The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR abs/2311.02251 (2023) - 2022
- [c5]Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.:
Pixel-level Class-Agnostic Object Detection using Texture Quantization. SIBGRAPI 2022: 31-36 - 2021
- [j2]Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz:
Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. Neurocomputing 444: 226-243 (2021) - [j1]Jessica Sena, Artur Jordão, William Robson Schwartz:
A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. 77: 103091 (2021)
2010 – 2019
- 2019
- [c4]Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz:
SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS 2019: 1-8 - [i3]Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz:
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR abs/1907.13025 (2019) - 2018
- [c3]Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz:
Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. EUSIPCO 2018: 1202-1206 - [c2]Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz:
Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI 2018: 103-109 - [i2]Jessica Sena, Artur Jordão, William Robson Schwartz:
A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR abs/1806.03361 (2018) - [i1]Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz:
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR abs/1806.05226 (2018) - 2016
- [c1]Artur Jordão, Jessica Sena de Souza, William Robson Schwartz:
A late fusion approach to combine multiple pedestrian detectors. ICPR 2016: 4250-4255
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