Paulo Jorge Freitas de Oliveira Novais
AuthID: R-000-EE4
41
TITLE: Reusing Past Machine Learning Models Based on Data Similarity Metrics
AUTHORS: Eduardo Peixoto; Davide Carneiro ; Diogo Torres; Bruno Silva; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
AUTHORS: Eduardo Peixoto; Davide Carneiro ; Diogo Torres; Bruno Silva; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
42
TITLE: A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments
AUTHORS: Pedro Oliveira; Antonio Díaz Longueira; Francisco Supino Marcondes; Dalila Durães; José Luís Calvo Rolle; Esteban Jove; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
AUTHORS: Pedro Oliveira; Antonio Díaz Longueira; Francisco Supino Marcondes; Dalila Durães; José Luís Calvo Rolle; Esteban Jove; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
43
TITLE: Integrating Pretrained VGG19 and Bi-LSTM for Violence Detection in Video
AUTHORS: Pablo Negre; Ricardo S Alonso; Javier Prieto; Paulo Novais;
PUBLISHED: 2024, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2024 in Distributed Computing and Artificial Intelligence, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024., VOLUME: 1259
AUTHORS: Pablo Negre; Ricardo S Alonso; Javier Prieto; Paulo Novais;
PUBLISHED: 2024, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2024 in Distributed Computing and Artificial Intelligence, 21st International Conference, DCAI 2024, Salamanca, Spain, 25-27 June 2024., VOLUME: 1259
44
TITLE: Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants
AUTHORS: Gonçalo Medeiros; Francisco Supino Marcondes; Pedro Oliveira; José Machado; Paulo Novais;
PUBLISHED: 2024, SOURCE: 18th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2024 in Advances in Artificial Intelligence - IBERAMIA 2024 - 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024, Proceedings, VOLUME: 15277
AUTHORS: Gonçalo Medeiros; Francisco Supino Marcondes; Pedro Oliveira; José Machado; Paulo Novais;
PUBLISHED: 2024, SOURCE: 18th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2024 in Advances in Artificial Intelligence - IBERAMIA 2024 - 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024, Proceedings, VOLUME: 15277
45
TITLE: Using meta-learning to predict performance metrics in machine learning problems Full Text
AUTHORS: Carneiro, D ; Guimaraes, M ; Carvalho, M ; Paulo Novais;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
AUTHORS: Carneiro, D ; Guimaraes, M ; Carvalho, M ; Paulo Novais;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS, VOLUME: 40, ISSUE: 1
46
TITLE: Speculative Computation: Application Scenarios
AUTHORS: João Ramos ; Tiago Oliveira; Davide Carneiro ; Ken Satoh; Paulo Novais;
PUBLISHED: 2023, SOURCE: Handbook of Abductive Cognition
AUTHORS: João Ramos ; Tiago Oliveira; Davide Carneiro ; Ken Satoh; Paulo Novais;
PUBLISHED: 2023, SOURCE: Handbook of Abductive Cognition
47
TITLE: Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation
AUTHORS: Fernandez Serantes, LA; Casteleiro Roca, JL; Paulo Novais; Simić, D; Calvo Rolle, JL;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS
AUTHORS: Fernandez Serantes, LA; Casteleiro Roca, JL; Paulo Novais; Simić, D; Calvo Rolle, JL;
PUBLISHED: 2023, SOURCE: 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2022 in Lecture Notes in Networks and Systems, VOLUME: 531 LNNS
48
TITLE: Real-Time Algorithm Recommendation Using Meta-Learning
AUTHORS: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais; Alves, Victor;
PUBLISHED: 2023, SOURCE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603
AUTHORS: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais; Alves, Victor;
PUBLISHED: 2023, SOURCE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603
49
TITLE: Preface
AUTHORS: Correia, AG; Azenha, M; Cruz, PJS; Paulo Novais; Pereira, P;
PUBLISHED: 2023, SOURCE: 3rd International Conference of International Society for Intelligent Construction, ISIC 2022 in Lecture Notes in Civil Engineering, VOLUME: 306 LNCE
AUTHORS: Correia, AG; Azenha, M; Cruz, PJS; Paulo Novais; Pereira, P;
PUBLISHED: 2023, SOURCE: 3rd International Conference of International Society for Intelligent Construction, ISIC 2022 in Lecture Notes in Civil Engineering, VOLUME: 306 LNCE
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TITLE: Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets
AUTHORS: Lobo, Armindo; Oliveira, Pedro; Sampaio, Paulo; Paulo Novais;
PUBLISHED: 2023, SOURCE: 19th International Symposium on Distributed Computing and Artificial Intelligence in 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, VOLUME: 583
AUTHORS: Lobo, Armindo; Oliveira, Pedro; Sampaio, Paulo; Paulo Novais;
PUBLISHED: 2023, SOURCE: 19th International Symposium on Distributed Computing and Artificial Intelligence in 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, VOLUME: 583
