Dário Manuel da Conceição Passos


AuthID: R-000-447

Confirmed Publications: 43



11
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
12
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
13
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
14
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
15
TITLE: Deep calibration transfer: Transferring deep learning models between infrared spectroscopy instruments  Full Text
AUTHORS: Mishra, P; Passos, D. ;
PUBLISHED: 2021, SOURCE: INFRARED PHYSICS & TECHNOLOGY, VOLUME: 117
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID | CIÊNCIAVITAE
16
17
TITLE: Deep multiblock predictive modelling using parallel input convolutional neural networks  Full Text
AUTHORS: Mishra, P; Passos, D. ;
PUBLISHED: 2021, SOURCE: ANALYTICA CHIMICA ACTA, VOLUME: 1163
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
18
19
TITLE: Realizing transfer learning for updating deep learning models of spectral data to be used in new scenarios  Full Text
AUTHORS: Mishra, P; Passos, D. ;
PUBLISHED: 2021, SOURCE: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, VOLUME: 212
INDEXED IN: Scopus WOS CrossRef: 19
IN MY: ORCID | CIÊNCIAVITAE
20
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