Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 3965

49 Team Members
Filters -> Year: 2025
81
TITLE: Dynamically Choosing the Number of Heads in Multi-Head Attention
AUTHORS: Fernando Fradique Duarte; Nuno Lau; Artur Pereira; Luís Paulo Reis ;
PUBLISHED: 2024, SOURCE: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 2, Rome, Italy, February 24-26, 2024., PAGES: 358-367
82
83
TITLE: Enabling Professionals for Industry 5.0: The Self-Made Programme
AUTHORS: Pinto, Rui; Zilka, Miroslav; Zanoli, Thalie; Kolesnikov, Mikhail V.; Gil Gonçalves ;
PUBLISHED: 2024, SOURCE: 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM) in 5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023, VOLUME: 232, PAGES: 2911-2920
84
TITLE: Enabling Technologies to Support Supply Chain Logistics 5.0
AUTHORS: Andres, Beatriz; Diaz Madronero, Manuel; Soares, Antonio Lucas ; Poler, Raul;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12, PAGES: 43889-43906
85
TITLE: Enhancing Algorithm Performance Understanding through tsMorph: Generating Semi-Synthetic Time Series for Robust Forecasting Evaluation
AUTHORS: Moisés Santos; André C P L F de Carvalho; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024 in Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20th, 2024., VOLUME: 3808
86
TITLE: Enhancing experimental image quality in two-phase bubbly systems with super-resolution using generative adversarial networks
AUTHORS: Neves, M. C.; Filgueiras, J.; Kokkinogenis, Z. ; Silva, MCF; Campos, J.B.M. ; Reis, L. P. ;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW, VOLUME: 180, PAGES: 104952
87
TITLE: Enhancing Mesh Deformation Realism for Synthesizing Wrinkles
AUTHORS: Luis Fernandes; Ozan Cetinaslan; António Coelho ;
PUBLISHED: 2024, SOURCE: 2024 SIGGRAPH Asia 2024 Technical Communications, SA 2024 in SIGGRAPH Asia 2024 Technical Communications, SA 2024, TokyoJapan, December 3-6, 2024, PAGES: 36:1-36:4
88
TITLE: Enhancing Object Detection in Maritime Environments Using Metadata
AUTHORS: Fernandes, Diogo Samuel; Bispo, Joao ; Bento, Luis Conde; Figueiredo, Monica;
PUBLISHED: 2024, SOURCE: 26th Iberoamerican Congress on Pattern Recognition (CIARP) in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2023, PT II, VOLUME: 14470, PAGES: 76-89
89
TITLE: Enriching Archival Linked Data Descriptions with Information from Wikidata and DBpedia
AUTHORS: Koch, Ines ; Ribero, Cristina; Poveda Villalon, Maria; Rico, Mariano; Lopes, Carla Teixeira ;
PUBLISHED: 2024, SOURCE: 28th International Conference on Linking Theory and Practice of Digital Libraries (TPDL) in LINKING THEORY AND PRACTICE OF DIGITAL LIBRARIES, PT I, TPDL 2024, VOLUME: 15177, PAGES: 396-412
90
91
TITLE: Explainable Deep Learning Methods in Medical Image Classification: A Survey
AUTHORS: Cristiano Patrício ; João Neves; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 56, ISSUE: 4, PAGES: 85:1-85:41
92
TITLE: Exploring Mode Identification in Irish Folk Music with Unsupervised Machine Learning and Template-Based Techniques
AUTHORS: Navarro Caceres, Juan Jose; Carvalho, Nadia ; Bernardes, Gilberto ; Jimenez Bravo, Diego M.; Navarro Caceres, Maria;
PUBLISHED: 2024, SOURCE: 9th International Conference on Mathematics and Computation in Music (MCM) in MATHEMATICS AND COMPUTATION IN MUSIC, MCM 2024, VOLUME: 14639, PAGES: 412-420
93
TITLE: Exploring students' opinion on software testing courses
AUTHORS: Cammaerts, Felix; Tramontana, Porfirio; Paiva, Ana C. R. ; Flores, Nuno ; Ricos, Fernando Pastor; Snoeck, Monique;
PUBLISHED: 2024, SOURCE: 28th International Conference on Evaluation and Assessment in Software Engineering (EASE) in PROCEEDINGS OF 2024 28TH INTERNATION CONFERENCE ON EVALUATION AND ASSESSMENT IN SOFTWARE ENGINEERING, EASE 2024, PAGES: 570-579
94
TITLE: Fair-OBNC: Correcting Label Noise for Fairer Datasets
AUTHORS: Inês Oliveira e Silva; Sérgio M Jesus; Hugo M Ferreira; Pedro Saleiro; Inês Sousa; Pedro Bizarro; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 27th European Conference on Artificial Intelligence, ECAI 2024 in ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), VOLUME: 392, PAGES: 1003-1010
95
TITLE: FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced Languages
AUTHORS: Leite, Bernardo; Osorio, Tomas Freitas; Cardoso, Henrique Lopes ;
PUBLISHED: 2024, SOURCE: 19th European Conference on Technology Enhanced Learning (EC-TEL) in TECHNOLOGY ENHANCED LEARNING FOR INCLUSIVE AND EQUITABLE QUALITY EDUCATION, PT I, EC-TEL 2024, VOLUME: 15159, PAGES: 222-236
96
TITLE: Federated Learning in Medical Image Analysis: A Systematic Survey
AUTHORS: da Silva, Fabiana Rodrigues; Camacho, Rui ; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: ELECTRONICS, VOLUME: 13, ISSUE: 1, PAGES: 47
97
TITLE: Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary
AUTHORS: Inês Gomes; Luis F. Teixeira ; Jan N van Rijn; Carlos Soares ; André Restivo ; Luís Cunha; Moisés Santos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.06302
98
TITLE: Forecasting with Deep Learning: Beyond Average of Average of Average Performance
AUTHORS: Vítor Cerqueira; Luis Roque; Carlos Soares ;
PUBLISHED: 2024, SOURCE: 27th International Conference on Discovery Science, DS 2024 in Discovery Science - 27th International Conference, DS 2024, Pisa, Italy, October 14-16, 2024, Proceedings, Part I, VOLUME: 15243, PAGES: 135-149
99
TITLE: Foundations for a Rust-Like Borrow Checker for C
AUTHORS: Silva, Tiago; Bispo, Joao ; Carvalho, Tiago ;
PUBLISHED: 2024, SOURCE: 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES) in PROCEEDINGS OF THE 25TH ACM SIGPLAN/SIGBED INTERNATIONAL CONFERENCE ON LANGUAGES, COMPILERS, AND TOOLS FOR EMBEDDED SYSTEMS, LCTES 2024, PAGES: 155-165
100
TITLE: Fourier (Common-Tone) Phase Spaces are in Tune with Variational Autoencoders' Latent Space
AUTHORS: Carvalho, Nadia ; Bernardes, Gilberto ;
PUBLISHED: 2024, SOURCE: 9th International Conference on Mathematics and Computation in Music (MCM) in MATHEMATICS AND COMPUTATION IN MUSIC, MCM 2024, VOLUME: 14639, PAGES: 305-316

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