Paulo Jorge Freitas de Oliveira Novais
AuthID: R-000-EE4
41
TITLE: Anthropocentric AI for EU Consumer Lending - 'Hacking' Opacity and Discrimination 'Sins' Powered by Creditworthiness Machines
AUTHORS: Diogo Morgado Rebelo; Francisco Pacheco de Andrade; Paulo Novais;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I, VOLUME: 14967
AUTHORS: Diogo Morgado Rebelo; Francisco Pacheco de Andrade; Paulo Novais;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I, VOLUME: 14967
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP IN MY: DBLP
DBLP42
TITLE: Collaborative Problem-Solving with LLM: A Multi-agent System Approach to Solve Complex Tasks Using Autogen
AUTHORS: Ricardo Barbosa; Ricardo Santos ; Paulo Novais;
PUBLISHED: 2024, SOURCE: International Workshops on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024 in Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - International Workshops of PAAMS 2024, Salamanca, Spain, June 26-28, 2024, Proceedings, VOLUME: 2149
AUTHORS: Ricardo Barbosa; Ricardo Santos ; Paulo Novais;
PUBLISHED: 2024, SOURCE: International Workshops on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024 in Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - International Workshops of PAAMS 2024, Salamanca, Spain, June 26-28, 2024, Proceedings, VOLUME: 2149
43
TITLE: Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models
AUTHORS: Vaz, Clara B.; Sena, Ines; Braga, Ana Cristina; Paulo Novais; Fernandes, Florbela P.; Lima, Jose ; Pereira, Ana I.;
PUBLISHED: 2024, SOURCE: 4th International Conference on Optimization Learning Algorithms and Applications in OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2024, PT I, VOLUME: 2280
AUTHORS: Vaz, Clara B.; Sena, Ines; Braga, Ana Cristina; Paulo Novais; Fernandes, Florbela P.; Lima, Jose ; Pereira, Ana I.;
PUBLISHED: 2024, SOURCE: 4th International Conference on Optimization Learning Algorithms and Applications in OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2024, PT I, VOLUME: 2280
44
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
45
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
46
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
47
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
48
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
49
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
50
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
