Maria Margarida Campos da Silveira
AuthID: R-000-CBA
1
TITLE: Learning to see VOCs with Liquid Crystal Droplets
AUTHORS: Palma, Susana I. C. J.; Frazao, Jose; Alves, Rita; Costa, Henrique M. A.; Alves, Claudia; Gamboa, Hugo ; Silveira, Margarida; Roque, Ana C. A.;
PUBLISHED: 2022, SOURCE: IEEE International Symposium on Olfaction and Electronic Nose (ISOEN) in 2022 IEEE INTERNATIONAL SYMPOSIUM ON OLFACTION AND ELECTRONIC NOSE (ISOEN 2022)
AUTHORS: Palma, Susana I. C. J.; Frazao, Jose; Alves, Rita; Costa, Henrique M. A.; Alves, Claudia; Gamboa, Hugo ; Silveira, Margarida; Roque, Ana C. A.;
PUBLISHED: 2022, SOURCE: IEEE International Symposium on Olfaction and Electronic Nose (ISOEN) in 2022 IEEE INTERNATIONAL SYMPOSIUM ON OLFACTION AND ELECTRONIC NOSE (ISOEN 2022)
2
TITLE: Optical Gas Sensing with Liquid Crystal Droplets and Convolutional Neural Networks Full Text
AUTHORS: Frazao, J; Palma, SICJ; Costa, HMA; Alves, C; Roque, ACA; Silveira, M;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 8
AUTHORS: Frazao, J; Palma, SICJ; Costa, HMA; Alves, C; Roque, ACA; Silveira, M;
PUBLISHED: 2021, SOURCE: SENSORS, VOLUME: 21, ISSUE: 8
INDEXED IN: 
WOS
WOS3
TITLE: Joint Segmentation and Pairing of Nuclei and Golgi in 3D Microscopy Images
AUTHORS: Narotamo, Hemaxi; Ouarne, Marie; Franco, Claudio Areias; Silveira, Margarida;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
AUTHORS: Narotamo, Hemaxi; Ouarne, Marie; Franco, Claudio Areias; Silveira, Margarida;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXED IN: WOS
WOS4
TITLE: Unsupervised learning approach for predicting sepsis onset in ICU patients
AUTHORS: Ramos, Guilherme ; Gjini, Erida; Coelho, Luis; Silveira, Margarida;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
AUTHORS: Ramos, Guilherme ; Gjini, Erida; Coelho, Luis; Silveira, Margarida;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXED IN: WOS
WOS5
TITLE: Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation
AUTHORS: Narotamo, H; Sanches, JM; Silveira, M;
PUBLISHED: 2020, SOURCE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, VOLUME: 2020-July
AUTHORS: Narotamo, H; Sanches, JM; Silveira, M;
PUBLISHED: 2020, SOURCE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, VOLUME: 2020-July
INDEXED IN: 
Scopus WOS
Scopus WOS6
TITLE: Interphase Cell Cycle Staging using Deep Learning
AUTHORS: Narotamo, H; Fernandes, MS; Sanches, JM; Silveira, M;
PUBLISHED: 2020, SOURCE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20
AUTHORS: Narotamo, H; Fernandes, MS; Sanches, JM; Silveira, M;
PUBLISHED: 2020, SOURCE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20
INDEXED IN: WOS
WOS7
TITLE: Ship Detection in SAR Images Using Convolutional Variational Autoencoders
AUTHORS: Ferreira, N; Silveira, M;
PUBLISHED: 2020, SOURCE: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) in IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
AUTHORS: Ferreira, N; Silveira, M;
PUBLISHED: 2020, SOURCE: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) in IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
INDEXED IN: Scopus WOS
Scopus WOS8
TITLE: Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2019, SOURCE: IEEE International Conference on Big Data and Smart Computing (BigComp) in 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP)
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2019, SOURCE: IEEE International Conference on Big Data and Smart Computing (BigComp) in 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP)
INDEXED IN: WOS
WOS9
TITLE: Unsupervised representation learning and anomaly detection in ECG sequences
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2019, SOURCE: INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, VOLUME: 22, ISSUE: 4
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2019, SOURCE: INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, VOLUME: 22, ISSUE: 4
INDEXED IN: Scopus WOS
Scopus WOS10
TITLE: Unsupervised Anomaly Detection in Energy Time Series Data using Variational Recurrent Autoencoders with Attention
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2018, SOURCE: 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
AUTHORS: Joao Pereira; Margarida Silveira;
PUBLISHED: 2018, SOURCE: 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
INDEXED IN: Scopus WOS
Scopus WOS