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ORCID23rd EPIA 2024: Viana do Castelo, Portugal - Part III
- Manuel Filipe Santos, José Machado, Paulo Novais, Paulo Cortez, Pedro Miguel Moreira:
Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III. Lecture Notes in Computer Science 14969, Springer 2025, ISBN 978-3-031-73502-8
Generative AI - Foundations and Applications (GenAI)
- Lourenço Figueiredo, Paulo Pinheiro
, Luís Cavique, Nuno Marques:
Large Language Model for Querying Databases in Portuguese. 3-14 - Gurjot Singh, Pritika Sharma, Jatin Bedi:
A Novel Integration of Federated Learning and LSTM for Synthetic Time Series Generation. 15-26 - Carlos Adriano Gonçalves, Célia Talma Gonçalves:
Assessment on the Effectiveness of GitHub Copilot as a Code Assistance Tool: An Empirical Study. 27-38 - Ahmad Hashemi, Wei Shi:
AICIS: A System for Identifying AI Contribution in Textual Content. 39-50
Intelligent Robotics (IROBOT)
- Bruno Georgevich Ferreira, Armando Jorge Miranda de Sousa, Luís Paulo Reis, António Augusto de Sousa, Rui Rodrigues, Rosaldo Rossetti:
AIMSM - A Mechanism to Optimize Systems with Multiple AI Models: A Case Study in Computer Vision for Autonomous Mobile Robots. 53-64 - João Silva, Rodrigo Rito, António Completo, Ângela Semitela, Luís Rino, Paulo Antunes, José Oliveira, Diogo Costa, Nuno Lau, José Santos:
Defect Detection in the Painting of Combustion Device Covers Using the Deflectometry Method and YOLOv8. 65-77 - José Bento, Meysam Basiri, Rodrigo Ventura:
Information-Oriented and Energy-Aware Path Planning for Small Unmanned Aerial Vehicles. 78-89 - João Tomás Castro, Isabel Pinheiro, Miguel Nakajima Marques, Pedro Moura, Filipe Neves dos Santos:
Pollinationbots - A Swarm Robotic System for Tree Pollination. 90-101
Knowledge Discovery and Business Intelligence (KDBI)
- Bruno Oliveira, Óscar Oliveira, Teresa Peixoto, Fillipe Ribeiro, Carla Pereira:
Extensible Data Ingestion System for Industry 4.0. 105-114 - Thiago Andrade, João Gama:
Next Location Prediction with Time-Evolving Markov Models over Data Streams. 115-126 - Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro:
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization. 127-138 - Pedro José Pereira, Nuno Costa, Pedro Mestre, Paulo Cortez:
A Benchmark of Automated Multivariate Time Series Forecasting Tools for Smart Cities. 139-150 - Hélder Teixeira, Arthur Matta, André Luiz Pilastri, Luís Ferreira, Pedro José Pereira, Carlos Gonçalves, Paulo Cortez:
A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models. 151-162 - David Ressurreição, Patrícia Ferreira, Ana Alves, Hugo Gonçalo Oliveira:
Optimising Dialogue Flow Discovery. 163-175 - João Palma, Nuno Marques, Ricardo Santos:
BI-Enabled Web Visualization of In-Place Inclinometer Data for Geotechnical Applications. 176-187 - Ricardo Urjais Gomes, Carlos Soares, Luís Paulo Reis:
An Empirical Evaluation of DeepAR for Univariate Time Series Forecasting. 188-199
Natural Language Processing, Text Mining and Applications (TeMA)
- João Rodrigues, António Branco:
Meta-prompting Optimized Retrieval-Augmented Generation. 203-214 - Afonso Sousa, Henrique Lopes Cardoso:
Pseudo-Semantic Graphs for Generating Paraphrases. 215-227 - Laura Castro, Anna Temerko, Marcos García:
Compositionality and Ambiguity in Multiword Expressions: A Dataset for the Evaluation of Language Models in Galician. 228-240 - Gil Ramos, Fernando Batista, Ricardo Ribeiro, Pedro Fialho, Sérgio Moro, António Fonseca, Rita Guerra, Paula Carvalho, Catarina Marques, Cláudia Silva:
Bypassing the Nuances of Portuguese Covert Hate Speech Through Contextual Analysis. 241-253 - Patrícia Gameiro, Marcio Lima Inácio, Hugo Gonçalo Oliveira, Ana Alves:
Sequence Labeling for Pun Location and Detection in Portuguese. 254-266 - Luís Gomes, António Branco, João Silva, João Rodrigues, Rodrigo Santos:
Open Sentence Embeddings for Portuguese with the Serafim PT* Encoders Family. 267-279 - Marta Vázquez Abuín, Marcos García:
WordNet Expansion with Bilingual Word Embeddings and Neural Machine Translation. 280-291 - Pablo Gamallo, Pablo Rodríguez, Daniel Santos, Susana Sotelo, Nuno Miquelina, Silvia Paniagua, Daniela Schmidt, Iria de-Dios-Flores, Paulo Quaresma, Daniel Bardanca, José Ramom Pichel Campos, Vítor Nogueira, Senén Barro:
A Galician-Portuguese Generative Model. 292-304 - Sandra Mitrovic, Matteo Mazzola, Roberto Larcher, Jérôme Guzzi:
Assessing the Trustworthiness of Large Language Models on Domain-Specific Questions. 305-317
Data-Centric AI - Solutions and Emerging Technologies (DCenAI)
- José Leites, Vítor Cerqueira, Carlos Soares:
Lag Selection for Univariate Time Series Forecasting Using Deep Learning: An Empirical Study. 321-332 - Eduardo Machado, Rui Henriques:
Chatbot Decision Support with Intent-Rich Structures in the Hospitality Industry. 333-346 - Inês Oliveira e Silva, Carlos Soares, Vítor Cerqueira, Arlete Rodrigues, Pedro Bastardo:
Meta-TadGAN: Time Series Anomaly Detection Using TadGAN with Meta-features. 347-358 - Miguel Dauphinet, Rui Henriques, Pedro T. Monteiro:
Context-Aware Deep Forecasting: Principles for the Nation-Wide Management of Blood Products. 359-372
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