Department of Informatics Engineering (DEI)
Departamento de Engenharia Informática

AuthID: I-000-0K9


Publications Count: 4502

56 Team Members
Filters -> Year: 2025
141
TITLE: MASTFM: Meta-learning and Data Augmentation to Stress Test Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part X, VOLUME: 16022, PAGES: 427-431
142
TITLE: MedLink: Retrieval and Ranking of Case Reports to Assist Clinical Decision Making
AUTHORS: Luís Filipe Cunha ; Nuno Guimarães ; Alexandra Mendes ; Ricardo Campos ; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 47th European Conference on Information Retrieval, ECIR 2025 in Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V, VOLUME: 15576, PAGES: 72-77
143
TITLE: Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space
AUTHORS: Carlos Soares ; Paulo J Azevedo; Vítor Cerqueira; Luís Torgo ;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science, DS 2025 in Discovery Science - 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23-25, 2025, Proceedings, VOLUME: 16090, PAGES: 255-269
144
TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Inacio, Ricardo ; Cerqueira, Vitor ; Barandas, Marilia; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis-IDA in ADVANCES IN INTELLIGENT DATA ANALYSIS XXIII, IDA 2025, VOLUME: 15669, PAGES: 343-357
145
TITLE: METFORD - Mutation tEsTing Framework fOR anDroid
AUTHORS: VINCENZI, AURI M. R. ; Kuroishi, Pedro H.; Bispo, Joao ; da Veiga, Ana R. C.; da Mata, David R. C.; Azevedo, Francisco B.; Paiva, Ana C. R. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF SYSTEMS AND SOFTWARE, VOLUME: 222, PAGES: 112332
146
TITLE: Mind the gap: The missing features of the tools to support user studies in software engineering
AUTHORS: Costa, Lazaro ; Barbosa, Susana ; Cunha, Jacome ;
PUBLISHED: 2025, SOURCE: JOURNAL OF COMPUTER LANGUAGES, VOLUME: 84, PAGES: 101345
147
TITLE: Modelling sustainability in cyber-physical systems: A systematic mapping study
AUTHORS: Barisic, Ankica; Cunha, Jacome ; Ruchkin, Ivan; Moreira, Ana; Araujo, Joao; Challenger, Moharram; Savic, Dusan; Amaral, Vasco;
PUBLISHED: 2025, SOURCE: SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, VOLUME: 45, PAGES: 101051
148
TITLE: Modelradar: aspect-based forecast evaluation
AUTHORS: Cerqueira, Vitor ; Roque, Luis; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING, VOLUME: 114, ISSUE: 10, PAGES: 229
149
TITLE: Motiv: A Dataset of Latent Space Representations of Musical Phrase Motions
AUTHORS: Nádia Carvalho; Jorge Sousa; Gilberto Bernardes ; Henrique Portovedo;
PUBLISHED: 2025, SOURCE: Proceedings of the 20th International Audio Mostly Conference, PAGES: 82-93
150
TITLE: Multilanguage Detection of Design Pattern Instances
AUTHORS: Andrade, Hugo; Bispo, Joao ; Correia, Filipe F. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, VOLUME: 37, ISSUE: 2
151
TITLE: Multimodal PointPillars for Efficient Object Detection in Autonomous Vehicles
AUTHORS: Margarida Oliveira; Ricardo Cerqueira; João Ribeiro Pinto ; Joaquim Fonseca; Luís F Teixeira ;
PUBLISHED: 2025, SOURCE: IEEE Trans. Intell. Veh., VOLUME: 10, ISSUE: 1, PAGES: 81-91
152
TITLE: Multiplatform Ecosystem for Visualizing Ocean Dynamic Formations with Virtual Choreographies: Oil Spill Case
AUTHORS: Lacet, Demetrius; Cassola, Fernando ; Valle, Alexandre; Oliveira, Marco ; Morgado, Leonel ;
PUBLISHED: 2025, SOURCE: 2025 Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops-VRW in 2025 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS, VRW, PAGES: 438-446
153
TITLE: On improving the HLS compatibility of large C/C plus plus code regions
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ; Hoe, James C.;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 282-282
154
TITLE: Online boxplot derived outlier detection
AUTHORS: Mazarei, Arefeh; Sousa, Ricardo ; Mendes Moreira, Joao ; Molchanov, Slavo; Ferreira, Hugo Miguel;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 19, ISSUE: 1, PAGES: 83-97
155
TITLE: Online Data Augmentation for Forecasting with Deep Learning
AUTHORS: Vítor Cerqueira ; Moisés Santos; Luis Roque; Yassine Baghoussi; Carlos Soares ;
PUBLISHED: 2025, SOURCE: Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I, VOLUME: 16121, PAGES: 217-229
156
TITLE: Performance Configuration Analysis in Portuguese Traditional Music: A Computational Approach
AUTHORS: Khatri, Nawaraj; Bernardes, Gilberto ;
PUBLISHED: 2025, SOURCE: 12th International Conference on Digital Libraries for Musicology-DLFM-Annual in PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON DIGITAL LIBRARIES FOR MUSICOLOGY, DLFM 2025, PAGES: 44-52
157
TITLE: Ph.D. Project: Holistic Partitioning and Optimization of CPU-FPGA Applications Through Source-to-Source Compilation
AUTHORS: Santos, Tiago; Bispo, Joao ; Cardoso, Joao M. P. ;
PUBLISHED: 2025, SOURCE: 33rd International Symposium on Field Programmable Custom Computing Machines-FCCM-Annual in 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, FCCM, PAGES: 308-309
158
TITLE: Preface
AUTHORS: José Luís Reis; Jiří Zelený; Beáta Gavurová; Marc Peter; Luís Paulo Reis ; Zorica Bogdanovic; José Paulo Marques Dos Santos;
PUBLISHED: 2025, SOURCE: International Conference on Marketing and Technologies, ICMarkTech 2023 in Smart Innovation, Systems and Technologies, VOLUME: 393
159
TITLE: PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
AUTHORS: Lopes, Frederico; Soares, Carlos ; Cortez, Paulo ;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT II, VOLUME: 2134, PAGES: 169-180
160
TITLE: Promoting Cognitive and Psychosocial Rehabilitation with a Co-Designed Multiplayer Serious Game
AUTHORS: Figueira, Carolina; Reis, Simao; Reis, Luis Paulo ; Parreira, Marta; Ramos, Ana; Silva, Eliana ;
PUBLISHED: 2025, SOURCE: 13th International Conference on Games and Learning Alliance-GALA-Annual in GAMES AND LEARNING ALLIANCE, GALA 2024, VOLUME: 15348, PAGES: 407-413

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