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TITLE: Deep Learning for Multi-class Diagnosis of Thyroid Disorders Using Selective Features
AUTHORS: Filipa Santana; José Brito ; Petia Georgieva ;
PUBLISHED: 2025, SOURCE: 19th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 15462 LNAI

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TITLE: On the use of physics-based constraints and validation KPI for data-driven elastoplastic constitutive modelling Full Text
AUTHORS: Lourenco, Ruben; Tariq, Aiman; Georgieva, Petia ; Andrade Campos, A.; Deliktas, Babur;
PUBLISHED: 2025, SOURCE: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, VOLUME: 437

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TITLE: 3D Object Detection for Self-Driving Vehicles Enhanced by Object Velocity
AUTHORS: Alexandrino, Leandro; Olyaei, Hadi Z.; Albuquerque, Andre; Georgieva, Petia ; Drummond, Miguel V.;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12

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TITLE: A comprehensive dataset of photonic features on spectral converters for energy harvesting
AUTHORS: Ferreira, Rute; Correia, Sandra; Georgieva, Petia ; Fu, Lianshe; Mário Antunes ; Andre, Paulo;
PUBLISHED: 2024, SOURCE: SCIENTIFIC DATA, VOLUME: 11, ISSUE: 1

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TITLE: A Novel CNN-based Architecture for Over-the-Air 5G OFDM Channel Estimation
AUTHORS: Coutinho, Fabio D. L.; Silva, Hugerles S.; Georgieva, Petia ; Oliveira, Arnaldo S. R.;
PUBLISHED: 2024, SOURCE: IEEE/MTT-S International Microwave Symposium (IMS) in 2024 IEEE/MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM, IMS 2024

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TITLE: A Novel CNN-Based Channel Estimation Algorithm in the Presence of Phase Noise and CFO
AUTHORS: Coutinho, Fabio D. L.; Silva, Hugerles S.; Georgieva, Petia ; Oliveira, Arnaldo S. R.;
PUBLISHED: 2024, SOURCE: IEEE WIRELESS COMMUNICATIONS LETTERS, VOLUME: 13, ISSUE: 1

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TITLE: An indirect training approach for implicit constitutive modelling using recurrent neural networks and the virtual fields method Full Text
AUTHORS: Lourenco, Ruben; Georgieva, Petia ; Cueto, Elias; Andrade Campos, A.;
PUBLISHED: 2024, SOURCE: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, VOLUME: 425

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TITLE: Automated Detection of Hillforts in Remote Sensing Imagery With Deep Multimodal Segmentation Full Text
AUTHORS: Canedo, Daniel; Fonte, Joao; Dias, Rita; do Pereiro, Tiago; Goncalves Seco, Luis; Vazquez, Marta; Georgieva, Petia ; Neves, Antonio J. R.;
PUBLISHED: 2024, SOURCE: ARCHAEOLOGICAL PROSPECTION

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TITLE: Cluster-Based Approach for Cellular Traffic Prediction with Machine Learning Methods
AUTHORS: Correia, Daniel; Pinto, Filipe Cabral; Sargento, Susana; Georgieva, Petia ;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024

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