Artificial Intelligence and Computer Science Laboratory (LIACC)
Laboratório de Inteligência Artificial e Ciência de Computadores

AuthID: I-000-18J

External   Internal

Publications Count: 2912

85 Team Members
Filters -> Year: 2025
21
TITLE: Human-in-the-loop Multi-objective Bayesian Optimization for Directed Energy Deposition with in-situ monitoring
AUTHORS: Sousa, Joao; Sousa, Armando ; Brueckner, Frank; Reis, Luis Paulo ; Reis, Ana ;
PUBLISHED: 2025, SOURCE: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, VOLUME: 92, PAGES: 102892
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TITLE: Jema-Sindyc: End-to-End Control Using Joint Embedding Multimodal Alignment in Directed Energy Deposition
AUTHORS: João Paulo Sousa; Benedikt Brandau; Rico Hemschik; Roya Darabi; Armando Jorge Miranda de Sousa; Luis Reis ; Frank Brueckner; Ana Reis;
PUBLISHED: 2025
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TITLE: Latency and cost-aware consumer group autoscaling in message broker systems
AUTHORS: Diogo Landau; Nishant Saurabh; Xavier Andrade; Jorge G Barbosa ;
PUBLISHED: 2025, SOURCE: J. Parallel Distributed Comput., VOLUME: 201, PAGES: 105071
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TITLE: Leveraging Risk Models to Improve Productivity for Effective Code Un-Freeze at Scale
AUTHORS: Audris Mockus; Rui Abreu ; Peter C Rigby; David Amsallem; Parveen Bansal; Kaavya Chinniah; Brian Ellis; Peng Fan; Jun Ge; Bingjie He; Kelly Hirano; Sahil Kumar; Ajay Lingapuram; Andrew Loe; Megh Mehta; Venus Montes; Maher Saba; Gursharan Singh; Matt Steiner; Weiyan Sun; Siri Uppalapati; Nachiappan Nagappan; ...More
PUBLISHED: 2025, SOURCE: ACM Transactions on Software Engineering and Methodology
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TITLE: Meta-learning and Data Augmentation for Stress Testing Forecasting Models
AUTHORS: Ricardo Inácio; Vítor Cerqueira ; Marília Barandas; Carlos Soares ;
PUBLISHED: 2025, SOURCE: 23rd International Symposium on Intelligent Data Analysis, IDA 2025 in Advances in Intelligent Data Analysis XXIII - 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7-9, 2025, Proceedings, VOLUME: 15669, PAGES: 343-357
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TITLE: ModelRadar: Aspect-based Forecast Evaluation
AUTHORS: Vítor Cerqueira ; Luis Roque; Carlos Soares ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2504.00059
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TITLE: On Improving the HLS Compatibility of Large C/C++ Code Regions
AUTHORS: Tiago Santos; João Bispo; João M P Cardoso ; James C Hoe;
PUBLISHED: 2025, SOURCE: 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2025 in 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2025, Fayetteville, AR, USA, May 4-7, 2025, PAGES: 282
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TITLE: Path-Weight-Based Pruning and SHAP-Based Explanations of an ANN with fMRI Data
AUTHORS: José Diogo Marques dos Santos; Marques dos Santos, José Paulo ;
PUBLISHED: 2025, SOURCE: 10th International Conference on Machine Learning, Optimization, and Data Science, LOD 2024 in Lecture Notes in Computer Science, VOLUME: 15510 LNCS, PAGES: 72-86
30
TITLE: Ph.D. Project: Holistic Partitioning and Optimization of CPU-FPGA Applications Through Source-to-Source Compilation
AUTHORS: Tiago Santos; João Bispo; João M P Cardoso ;
PUBLISHED: 2025, SOURCE: 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2025 in 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2025, Fayetteville, AR, USA, May 4-7, 2025, PAGES: 308-309
31
TITLE: Preface
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14969 LNAI
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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
33
TITLE: Preface
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14967 LNAI
34
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
35
TITLE: Progress in Artificial Intelligence. 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
36
TITLE: Progress in Artificial Intelligence. 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part I
AUTHORS: Manuel Filipe Santos; José Machado; Paulo Novais; Paulo Cortez; Pedro Miguel Moreira ;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science
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TITLE: Reducing algorithm configuration spaces for efficient search
AUTHORS: Freitas, Fernando; Brazdil, Pavel; Soares, Carlos ;
PUBLISHED: 2025, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

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