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个人简介
SARA C. MADEIRA is an Associate Professor at the Department of Informatics of the Faculty of Sciences, University of Lisbon (FCUL), since February 2017, where she teaches courses on Data Mining, Machine Learning, Foundations of Data Science, and Intelligent Systems. She’s also a Senior Researcher at LASIGE, , where she coordinates the Data and Systems Intelligence Research Line of Excellence (RLE). She is also a member of the Health and Biomedical Informatics RLE. Since May 2018 she is coordinating Msc in Data Science / Post-Graduation in Data Science at FCUL.
From June 2009-February 2017 she was an Assistant Professor at the Computer Science and Engineering department at Instituto Superior Técnico (IST), University of Lisbon, where she taught undergraduate courses on algorithms and data structures and graduate courses on computational biology and integrative bioinformatics. She was also a senior researcher at INESC-ID, Lisbon, where she received the INESC-ID Young Research Award in 2013.
She received her PhD degree in Computer Science and Engineering at IST in 2008, her MSc degree in Computer Science and Engineering at IST in 2002, and graduated in Matemática-Informática at Universidade da Beira Interior (UBI), in 2000. She was a Lecturer and an Assistant Professor at the Informatics Department of UBI, from 2002-2008 and 2008-2009, respectively.
Her research interests are in the broad area of data science and include data mining and machine learning, bioinformatics and computational biology, and health informatics. In this context, she was the PI of NEUROCLINOMICS – Understanding NEUROdegenerative diseases through CLINical and OMICS data (PTDC/EIA-EIA/111239/2009), a research project embracing the challenges of studying complex diseases and developing efficient and effective mining algorithms for biomedical data, using Amyotrophic Lateral Sclerosis and Alzheimer’s disease as case studies. Following this project, she is currently the PI of NEUROCLINOMICS2 – Unravelling Prognostic Markers in NEUROdegenerative diseases through CLINical and OMICS data integration (PTDC/EEI-SII/1937/2014). She participated and participates in several other nacional research projects in bioinformatics and data science topics. She is now leading FCiencias-ID/LASIGE’s team in H2020 Project “Controlling mIcRobiomes CircuLations for bEtter food Systems” (CIRCLES), the only Portughese participant in 30 participans from academia and industry all over Europe.
She co-chaired the 14th International Workshop on Data Mining in Bioinformatics (BIOKDD’15) and the 15th International Workshop on Data Mining in Bioinformatics (BIOKDD’16), held in conjunction with ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD ’15 and SIGKDD ’16), the premier forum for data mining researchers. She also co-chaired the Computational Methods in Bioinformatics and Systems Biology (4th edition), a thematic track of EPIA 2015, the XVII Portuguese Conference on Artificial Intelligence and the Bioinformatics Session at INForum 2016.
Her survey on Biclustering Algorithms for Biological Data Analysis was considered an ESI Hot Paper in Computer Science in November 2006.
She was on sabbatical leave at the Biocomputing group – the University of Bologna from March 2015 to July 2016. From September 2015 to June 2016 she was an EURIAS Junior Fellow at the Istituti di Studi Avanzate in Bologna.
研究兴趣
论文共 121 篇作者统计合作学者相似作者
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Pattern recognition (2024): 110303-110303
BMC Bioinformaticsno. 1 (2024): 16-16
Translational neurodegenerationno. 1 (2024)
Daniela M Amaral,Diogo F Soares,Marta Gromicho,Mamede de Carvalho,Sara C Madeira,Pedro Tomás,Helena Aidos
Nature communicationsno. 1 (2024): 5717-5717
Guglielmo Faggioli,Alessandro Guazzo,Stefano Marchesin,Laura Menotti,Isotta Trescato,Helena Aidos,Roberto Bergamaschi,Giovanni Birolo,Paola Cavalla,Adriano Chiò,Arianna Dagliati,Mamede de Carvalho,Giorgio Maria Di Nunzio,Piero Fariselli,Jose Manuel García Dominguez,Marta Gromicho,Enrico Longato,Sara C. Madeira,Umberto Manera,Gianmaria Silvello,Eleonora Tavazzi,Erica Tavazzi,Martina Vettoretti,Barbara Di Camillo,Nicola Ferro
CLEFpp.343-369, (2023)
ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE (2023)
Ruben Branco,Diogo F. Soares,Andreia S. Martins, Joana Barros Valente,Eduardo N. Castanho,Sara C. Madeira,Helena Aidos
CLEF (Working Notes)pp.1186-1198, (2023)
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Ruben Branco, Joana Barros Valente,Andreia S. Martins,Diogo F. Soares,Eduardo N. Castanho,Sara C. Madeira,Helena Aidos
CLEF (Working Notes)pp.1199-1209, (2023)
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作者统计
#Papers: 121
#Citation: 2259
H-Index: 24
G-Index: 45
Sociability: 5
Diversity: 3
Activity: 32
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