ProfileOfResearchers

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TITLE: Towards an explainable machine learning model to reduce readmission risks for diabetes patients
AUTHORS: Changfeng Guo; Haoran Zhou; Ivan Pires; Paulo Jorge Coelho ; Runzhe Tong; Farnaz Farid;
PUBLISHED: 2025, SOURCE: Informatics in Medicine Unlocked, VOLUME: 58

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Scopus

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TITLE: Approach Framework on Data Collection, Processing, and Classification Method for Stress Detection Using Wearable Sensor Data
AUTHORS: António Oseas Pataca; Carlos Manuel De Sousa Albuquerque; Ivan Pires;
PUBLISHED: 2025, SOURCE: 20th International Conference on Future Networks and Communications, FNC 2025 / 22nd International Conference on Mobile Systems and Pervasive Computing, MobiSPC 2025 / 15th International Conference on Sustainable Energy Information Technology, SEIT 2025 in Procedia Computer Science, VOLUME: 265

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Scopus

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TITLE: Enhancing human activity recognition with machine learning: insights from smartphone accelerometer and magnetometer data
AUTHORS: Silva Zendron, Luis Augusto; Coelho, Paulo Jorge ; Christophe Soares; Pereira, Ivo ; Ivan Pires;
PUBLISHED: 2025, SOURCE: PEERJ COMPUTER SCIENCE, VOLUME: 11

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Scopus

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DBLP

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ORCID |

TITLE: Use of machine learning for predicting stress episodes based on wearable sensor data: A systematic review
AUTHORS: António Oseas Pataca; Eftim Zdravevski; Paulo Jorge Coelho ; Nuno M Garcia ; Margot Deruyck; Carlos Albuquerque; Ivan Pires;
PUBLISHED: 2025, SOURCE: Comput. Biol. Medicine, VOLUME: 198

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Scopus

DBLP

CrossRef: 4

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ORCID |

TITLE: Claim classification and BERT-based open information extraction from short news headlines
AUTHORS: Fiza Gulzar Hussain; Muhammad Wasim; Ivan Pires;
PUBLISHED: 2025, SOURCE: Iran J. Comput. Sci., VOLUME: 8, ISSUE: 4

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Scopus

DBLP

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ORCID |

TITLE: An analytical review of optimization techniques in information retrieval for enhanced decision support
AUTHORS: Kemal Lazović; Filipe Montez Madeira; Eftim Zdravevski; Luis Augusto Silva Zendron; Paulo Jorge Coelho ; Ivan Pires;
PUBLISHED: 2025, SOURCE: Decision Analytics Journal, VOLUME: 17

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Scopus

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TITLE: Self-reporting Tool for Cardiovascular Patients
AUTHORS: Denysyuk, Hanna Vitaliyivna; Amado, Joao; Goncalves, Norberto Jorge; Zdravevski, Eftim; Garcia, Nuno M.; Ivan Pires;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801

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Scopus

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TITLE: Semantic features analysis for biomedical lexical answer type prediction using ensemble learning approach Full Text
AUTHORS: Hussain, Fiza Gulzar; Wasim, Muhammad; Cheema, Sehrish Munawar; Ivan Pires;
PUBLISHED: 2024, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 66, ISSUE: 8

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Scopus

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DBLP