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Nuno Miguel Nuno Cavalheiro Marques is a tenured Assistant Professor at the Computer Science Department of Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa (FCT/UNL), and was previously a lecturer at Portuguese Open University. He has been actively involved in research since 1991 and obtained his Ph.D. in Computer Science from UNL in January 2000. His doctoral thesis concentrated on developing efficient models for part-of-speech tagging and subcategorization acquisition from extensive text corpora, blending Machine Learning and Natural Language Processing.
Currently, Nuno Cavalheiro Marques is advancing his research at NOVA LINCS (http://nova-lincs.di.fct.unl.pt/) in Multimodal Systems and Artificial Intelligence. His research centers on applying Deep Learning neural techniques to text and data mining, Ubiquitous data mining, data stream mining, and neuro-symbolic encoding within deep learning neural systems. With a track record of supervising PhD studies and numerous master's theses, he has disseminated the outcomes of his scientific research in areas including text analysis, financial data modeling, oceanography education, and software engineering.
His current research interests encompass Deep Learning methods (unsupervised neural networks, deep neural network training methods, and neuro-symbolic methods), Text and Data Mining, and Learning with Data Streams (with applications in Natural Language Processing, Sensor Networks, Financial Stream Mining, and Engineering).
Nuno possesses a broad skill set, including database management (Oracle, SQLite, ...), Unix text manipulation tools (awk, sed, sh), and various programming languages such as Java, C, Matlab, PhP, Python (numpy and TensorFlow), and SQL. His competencies extend to the management and programming of operating systems. As a seasoned software engineer, he has overseen diverse projects across data mining and the entire software development lifecycle, encompassing systems architecture, CRISP data mining, software development, software validation, cognitive computing model evaluation, and documentation.
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José Vera,André Gomes,Diana Póvoas,Diana Seixas,Fernando Maltez,Isabel Pedroto,Luís Maia,Margarida Mota, Maria João Vieira,Maria José Manata,Paula Ferreira,Sara Lino,
Acta Médica Portuguesa (2024)
José Vera,André Gomes,Diana Póvoas,Diana Seixas,Fernando Maltez,Isabel Pedroto,Luís Maia,Margarida Mota, Maria João Vieira,Maria José Manata, Paula Ferreira,Sara Lino,
Acta Médica Portuguesa (2024)
Frontiers in public health (2024): 1336845-1336845
José Vera,André Gomes,Diana Póvoas,Diana Seixas,Fernando Maltez,Isabel Pedroto,Luís Maia,Margarida Mota, Maria João Vieira,Maria José Manata,Paula Ferreira,Sara Lino,
Acta medica portuguesano. 5 (2024): 323-333
Jose Vera, Andre Gomes,Diana Povoas,Diana Seixas,Fernando Maltez,Isabel Pedroto,Luis Maia,Margarida Mota, Maria Joao Vieira,Maria Jose Manata,Paula Ferreira,Sara Lino,
ACTA MEDICA PORTUGUESAno. 5 (2024)
FRONTIERS IN PUBLIC HEALTH (2024)
JOURNAL OF IMAGINGno. 3 (2023): 68-68
Advances in human and social aspects of technology book seriespp.187-213, (2023)
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