Dário Manuel da Conceição Passos


AuthID: R-000-447

Confirmed Publications: 39



1
TITLE: A deep learning approach to improving spectral analysis of fruit quality under interseason variation  Full Text
AUTHORS: Yang, Jie; Luo, Xuan; Zhang, Xiaolei; Passos, D. ; Xie, Lijuan; Rao, Xiuqin; Xu, Huirong; Ting, K. C.; Lin, Tao; Ying, Yibin;
PUBLISHED: 2022, SOURCE: FOOD CONTROL, VOLUME: 140
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
2
TITLE: A tutorial on automatic hyperparameter tuning of deep spectral modelling for regression and classification tasks  Full Text
AUTHORS: Passos, D. ; Mishra, Puneet;
PUBLISHED: 2022, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 223
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID | CIÊNCIAVITAE
3
TITLE: Coverage Characterization of LoRaWAN Sensor Networks for Citrus Orchard Monitoring
AUTHORS: Mendes, B; Passos, D. ; Correia, N ;
PUBLISHED: 2022, SOURCE: 2022 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2022 in Proceedings - 2022 International Young Engineers Forum in Electrical and Computer Engineering, YEF-ECE 2022
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
4
TITLE: Deep learning for near-infrared spectral data modelling: Hypes and benefits  Full Text
AUTHORS: Mishra, Puneet; Passos, D. ; Marini, Federico; Xu, Junli; Amigo, Jose M.; Gowen, Aoife A.; Jansen, Jeroen J.; Biancolillo, Alessandra; Roger, Jean Michel; Rutledge, Douglas N.; Nordon, Alison;
PUBLISHED: 2022, SOURCE: TRAC-TRENDS IN ANALYTICAL CHEMISTRY, VOLUME: 157
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID | CIÊNCIAVITAE
5
TITLE: Framework for the Integration of Transmission Optimization Components into LoRaWAN Stack
AUTHORS: Mendes, B; du Plessis, S; Passos, D. ; Correia, N ;
PUBLISHED: 2022, SOURCE: 3rd International Conference on Communication and Intelligent Systems, ICCIS 2021 in Lecture Notes in Networks and Systems, VOLUME: 461
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
6
TITLE: Multi-output 1-dimensional convolutional neural networks for simultaneous prediction of different traits of fruit based on near-infrared spectroscopy
AUTHORS: Mishra, P; Passos, D. ;
PUBLISHED: 2022, SOURCE: POSTHARVEST BIOLOGY AND TECHNOLOGY, VOLUME: 183
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
7
TITLE: On the Optimization of LoRaWAN Gateway Placement in Wide Area Monitoring Systems
AUTHORS: Mendes, B; Correia, N ; Passos, D. ;
PUBLISHED: 2022, SOURCE: 5th IFIP International Cross-Domain Conference on Internet of Things, IFIPIoT 2022 in IFIP Advances in Information and Communication Technology, VOLUME: 665 IFIP
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
8
TITLE: Perspectives on deep learning for near-infrared spectral data modelling
AUTHORS: Passos, D. ; Puneet Mishra;
PUBLISHED: 2022, SOURCE: NIR news, VOLUME: 33, ISSUE: 7-8
INDEXED IN: CrossRef
IN MY: ORCID | CIÊNCIAVITAE
9
TITLE: A synergistic use of chemometrics and deep learning improved the predictive performance of near-infrared spectroscopy models for dry matter prediction in mango fruit  Full Text
AUTHORS: Mishra, P; Passos, D. ;
PUBLISHED: 2021, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 212
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID | CIÊNCIAVITAE
10
TITLE: An automated deep learning pipeline based on advanced optimisations for leveraging spectral classification modelling  Full Text
AUTHORS: Passos, D. ; Mishra, P;
PUBLISHED: 2021, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 215
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
Page 1 of 4. Total results: 39.

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