1
TITLE: Bi-LSTM Neural Networks for Traffic Flow Prediction: An Empirical Evaluation
AUTHORS: Alves, Bernardo Amorim; Fontes, Tania ; Rossetti, Rosaldo ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT II, VOLUME: 14968
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
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2
TITLE: Comparing Aggregated and Separate Models for Crowd Density Forecasting
AUTHORS: Sardinha, Iohan; Rocha, Ana Paula ; Rossetti, Rosaldo J. F. ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
INDEXED IN: Scopus WOS DBLP CrossRef
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3
TITLE: Forecasting Power Demand in Complex Buildings Using Machine Learning: A Shopping Center Case Study
AUTHORS: Palley, Bruno ; Bernardo, Hermano ; João Poças Martins ; Rossetti, Rosaldo ;
PUBLISHED: 2025, SOURCE: 16th Advanced Doctoral Conference on Computing Electrical and Industrial Systems-DoCEIS in TECHNOLOGICAL INNOVATION FOR AI-POWERED CYBER-PHYSICAL SYSTEMS, DOCEIS 2025, VOLUME: 759
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4
TITLE: Generative Narrative-Driven Game Mechanics for Procedural Driving Simulators
AUTHORS: Nelson B. Rodrigues ; António Coelho ; Rosaldo J F Rossetti ;
PUBLISHED: 2025, SOURCE: VISIGRAPP (1): GRAPP, HUCAPP, IVAPP, VOLUME: 1
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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6
TITLE: Metro Station Evacuation Simulation: A Case Study Using Three Agent-Based Exit Models
AUTHORS: Dora Alves; Luís Ferreira; Rosaldo Rossetti ;
PUBLISHED: 2025, SOURCE: ISC2
INDEXED IN: DBLP CrossRef
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7
TITLE: Towards Dynamic Population Synthesis Through the Use of Machine Learning
AUTHORS: Iohan Sardinha; Mariam Afonso; Jadna Cruz; Rosaldo F Rossetti ; Ana Paula Rocha;
PUBLISHED: 2025, SOURCE: 19th Conference of the European Social Simulation Association, ESSA 2024 in Springer Proceedings in Complexity
INDEXED IN: Scopus CrossRef
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8
TITLE: Underspecification and uncertainty in deep learning models: Is there a connection?
AUTHORS: Filipa M M Ramos Ferreira; Rosaldo J F Rossetti ;
PUBLISHED: 2025, SOURCE: Neural Comput. Appl., VOLUME: 37, ISSUE: 24
INDEXED IN: Scopus DBLP CrossRef
IN MY: DBLP
9
TITLE: A Zero-Shot Learning Approach for Task Allocation Optimization in Cyber-Physical Systems
AUTHORS: Pereira, Eliseu ; Reis, Joao; Rossetti, Rosaldo J. F. ; Gil Gonçalves ;
PUBLISHED: 2024, SOURCE: IEEE TRANSACTIONS ON INDUSTRIAL CYBER-PHYSICAL SYSTEMS, VOLUME: 2
INDEXED IN: WOS CrossRef
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