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- affiliation: University of Minho, Braga, Portugal
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2020 – today
- 2025
[j119]Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes
, Niklas Hammerschmidt, Paulo Novais:
Applying multisensor in-car situations to detect violence. Expert Syst. J. Knowl. Eng. 42(1) (2025)- [j118]Álvaro Michelena, Antonio Díaz-Longueira, Paulo Novais, Dragan Simic, Oscar Fontenla-Romero, José Luís Calvo-Rolle:
Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle. Neurocomputing 618: 129088 (2025) - [e45]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 I. Lecture Notes in Computer Science 14967, Springer 2025, ISBN 978-3-031-73496-0 [contents] - [e44]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 II. Lecture Notes in Computer Science 14968, Springer 2025, ISBN 978-3-031-73499-1 [contents] - [e43]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 [contents] - [e42]Vicente Julián, David Camacho, Hujun Yin, Juan M. Alberola, Vítor Beires Nogueira, Paulo Novais, Antonio J. Tallón-Ballesteros:
Intelligent Data Engineering and Automated Learning - IDEAL 2024 - 25th International Conference, Valencia, Spain, November 20-22, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15346, Springer 2025, ISBN 978-3-031-77730-1 [contents] - [e41]Vicente Julián, David Camacho, Hujun Yin, Juan M. Alberola, Vítor Beires Nogueira, Paulo Novais, Antonio J. Tallón-Ballesteros:
Intelligent Data Engineering and Automated Learning - IDEAL 2024 - 25th International Conference, Valencia, Spain, November 20-22, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15347, Springer 2025, ISBN 978-3-031-77737-0 [contents] - 2024
- [j117]Pedro Oliveira, M. Salomé Duarte, Paulo Novais:
Conception and evaluation of anomaly detection models for monitoring analytical parameters in wastewater treatment plants. AI Commun. 37(3): 443-465 (2024) - [j116]Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Martín Bayón-Gutiérrez, Paulo Novais, Oscar Fontenla-Romero, José Luís Calvo-Rolle, Héctor Alaiz-Moretón:
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport. Expert Syst. J. Knowl. Eng. 41(2) (2024) - [j115]Patrícia Alves, André Martins, Francisco Negrão, Paulo Novais, Ana de Almeida, Goreti Marreiros:
Are heterogeinity and conflicting preferences no longer a problem? Personality-based dynamic clustering for group recommender systems. Expert Syst. Appl. 255: 124812 (2024) - [j114]Francisco Supino Marcondes, José João Almeida, Paulo Novais:
An exploratory design science research on troll factories. Integr. Comput. Aided Eng. 31(1): 95-115 (2024) - [j113]Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo, Paulo Novais:
A Review of Bias and Fairness in Artificial Intelligence. Int. J. Interact. Multim. Artif. Intell. 9(1): 5 (2024) - [j112]Filipe Oliveira, Davide Carneiro, Miguel Guimarães, Óscar Oliveira, Paulo Novais:
Block size, parallelism and predictive performance: finding the sweet spot in distributed learning. Int. J. Parallel Emergent Distributed Syst. 39(3): 379-398 (2024) - [c388]Dalila Durães, Rita M. A. Bezerra, Paulo Novais:
AI-Driven Educational Transformation in Secondary Schools: Leveraging Data Insights for Inclusive Learning Environments. EDUCON 2024: 1-9 - [c387]Dalila Durães, Beatriz Lacerda, Rita M. A. Bezerra, Paulo Novais:
Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance. EPIA (1) 2024: 141-153 - [c386]Nídia Andrade Moreira, Pedro Miguel Freitas, Paulo Novais:
Towards Transparent AI: How will the AI Act Shape the Future? EPIA (1) 2024: 296-307 - [c385]Diogo Morgado Rebelo, Francisco Pacheco de Andrade, Paulo Novais:
Anthropocentric AI for EU Consumer Lending - 'Hacking' Opacity and Discrimination 'Sins' Powered by Creditworthiness Machines. EPIA (1) 2024: 308-319 - [c384]Francisco Supino Marcondes, Adelino de C. O. S. Gala, Manuel Rodrigues, José João Almeida, Paulo Novais:
Lexicon Annotation with LLM: A Proof of Concept with ChatGPT. HAIS (2) 2024: 190-200 - [c383]Pasqual Martí, Jaume Jordán, Paulo Novais, Vicente Julián:
Sustainable Demand-Responsive Transportation: A Case Study in Rural Guimarães. IDEAL (2) 2024: 147-158 - [c382]Pedro Oliveira, Francisco Franco, Afonso Bessa, Dalila Durães, Paulo Novais:
Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting. IDEAL (1) 2024: 325-336 - [c381]Cristiana Rocha, Diogo Martinho, Luís Conceição, Paulo Novais, Goreti Marreiros:
Digital Mental Health Apps: Key Features and User Engagement for Better Wellness. IDEAL (1) 2024: 434-446 - [c380]Renata Magalhães, Dalila Durães, António Costa, José Machado, Paulo Novais:
A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education. IDEAL (2) 2024: 529-540 - [c379]Ricardo Barbosa, Ricardo Santos, Paulo Novais:
A Trust Model for Informed Agent Collaboration in Complex Tasks. SAI (3) 2024: 61-76 - [c378]Joao Paulo Euko, Flávio Arthur O. Santos, Paulo Novais:
Stock Market Prediction: Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis. WorldCIST (2) 2024: 13-23 - [c377]Pedro Oliveira, Francisco Supino Marcondes, M. Salomé Duarte, Dalila Durães, Gilberto Martins, Paulo Novais:
Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant. WorldCIST (2) 2024: 64-73 - [i3]Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez:
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. CoRR abs/2402.10385 (2024) - [i2]José Daniel Pascual-Triana, Alberto Fernández, Paulo Novais, Francisco Herrera:
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction. CoRR abs/2407.14210 (2024) - 2023
- [j111]Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais:
Using meta-learning to predict performance metrics in machine learning problems. Expert Syst. J. Knowl. Eng. 40(1) (2023) - [j110]Ana Vieira, João Carneiro, Paulo Novais, Juan M. Corchado, Goreti Marreiros:
A systematic review on recommendation systems applied to chronic diseases. Intell. Data Anal. 27(5): 1223-1265 (2023) - [j109]Ricardo S. Alonso, Pablo Chamoso, Sara Rodríguez-González, Paulo Novais:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 8(3): 4 (2023) - [j108]Dalila Durães, Bruno Veloso, Paulo Novais:
Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation. Int. J. Interact. Multim. Artif. Intell. 8(3): 72 (2023) - [j107]Guilherme Palumbo, Davide Carneiro, Miguel Guimarães, Victor Alves, Paulo Novais:
Algorithm Recommendation and Performance Prediction Using Meta-Learning. Int. J. Neural Syst. 33(3): 2350011:1-2350011:16 (2023) - [j106]J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j105]Inês Oliveira, Vítor Carvalho, Filomena O. Soares, Paulo Novais, Eva Oliveira, Lisa Gomes:
Development of a Virtual Reality Escape Room Game for Emotion Elicitation. Inf. 14(9): 514 (2023) - [j104]Gleiston Guerrero-Ulloa, Ariel Fernández-Loor, Francisco Moreira, Paulo Novais, Carlos Rodríguez-Domínguez, Miguel J. Hornos:
Validation of a development methodology and tool for IoT-based systems through a case study for visually impaired people. Internet Things 23: 100900 (2023) - [j103]António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais:
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications. Sensors 23(14): 6427 (2023) - [j102]Patrícia Alves, Helena Martins, Pedro M. Saraiva, João Carneiro, Paulo Novais, Goreti Marreiros:
Group recommender systems for tourism: how does personality predict preferences for attractions, travel motivations, preferences and concerns? User Model. User Adapt. Interact. 33(5): 1141-1210 (2023) - [c376]Diana Braga, Daniela Oliveira, Rafaela Rosário, Paulo Novais, José Machado:
An Architecture Proposal for Noncommunicable Diseases Prevention. ANT/EDI40 2023: 820-825 - [c375]Francisco Supino Marcondes, José João Almeida, Paulo Novais:
SE4AI Issues on Social Media Agent Design with Use Cases. AAMAS 2023: 2493-2495 - [c374]Marcos Aurélio Santos da Silva, Pedro V. de A. Barreto, Leonardo N. Matos, Gastão Florêncio Miranda Junior, Márcia H. G. Dompieri, Fábio R. de Moura, Fabrícia K. S. Resende, Paulo Novais, Pedro Oliveira:
A Self-Organizing Map Clustering Approach to Support Territorial Zoning. CIARP 2023: 272-286 - [c373]Maria Araújo Barbosa, Francisco Supino Marcondes, Paulo Novais:
Cognitive Reinforcement for Enhanced Post Construction Aiming Fact-Check Spread. DCAI (1) 2023: 203-211 - [c372]Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, Augusto R. V. F. de Araújo, Pedro Morais, Paulo Novais, João L. Vilaça:
Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study. EMBC 2023: 1-4 - [c371]Sara Guerreiro-Santalla, Dalila Durães, Helen Crompton, Paulo Novais, Francisco Bellas:
Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School. EPIA (1) 2023: 3-15 - [c370]Diogo Martinho, Vítor Crista, Ziya Karakaya, Zahra Gamechi, Alberto Freitas, José Neves, Paulo Novais, Goreti Marreiros:
Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients. EPIA (1) 2023: 29-40 - [c369]Nídia Andrade Moreira, Pedro Miguel Freitas, Paulo Novais:
The AI Act Meets General Purpose AI: The Good, The Bad and The Uncertain. EPIA (2) 2023: 157-168 - [c368]Ana Silva, Pedro Chaves, Sara Rijo, João Bone, Tiago Oliveira, Paulo Novais:
Leveraging TFR-BERT for ICD Diagnoses Ranking. EPIA (2) 2023: 311-322 - [c367]Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin:
Image Classification Understanding with Model Inspector Tool. HAIS 2023: 611-622 - [c366]Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais:
Multi-agent System for Multimodal Machine Learning Object Detection. HAIS 2023: 673-681 - [c365]Inês Sena, João Mendes, Florbela P. Fernandes, Maria F. Pacheco, Clara B. Vaz, José Lima, Ana Cristina Braga, Paulo Novais, Ana I. Pereira:
Impact of Organizational Factors on Accident Prediction in the Retail Sector. ICCSA (Workshops 2) 2023: 35-52 - [c364]João Pereira, Pedro Oliveira, M. Salomé Duarte, Gilberto Martins, Paulo Novais:
Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant. IDEAL 2023: 130-141 - [c363]Renata Magalhães, Francisco Supino Marcondes, Dalila Durães, Paulo Novais:
Emotion Extraction from Likert-Scale Questionnaires - - An Additional Dimension to Psychology Instruments -. IDEAL 2023: 166-176 - [c362]Miguel Guimarães, Filipe Oliveira, Davide Carneiro, Paulo Novais:
The Impact of Data Selection Strategies on Distributed Model Performance. ISAmI 2023: 157-166 - [c361]Pedro Filipe Oliveira, Paulo Novais, Paulo Matos:
Consumption Performance, of a Multi Agent System Used to Achieve Comfort Preferences. ISAmI 2023: 199-208 - [c360]Renata Teixeira, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais:
Data Fusion for Prediction of Variations in Students Grades. IWANN (2) 2023: 292-303 - [c359]Beatriz Lacerda, Francisco Supino Marcondes, Henrique Lima, Dalila Durães, Paulo Novais:
Prediction of Students' Grades Based on Non-academic Data. MIS4TEL 2023: 87-95 - [c358]Inês Sena, Ana Cristina Braga, Paulo Novais, Florbela P. Fernandes, Maria F. Pacheco, Clara B. Vaz, José Lima, Ana I. Pereira:
Exploring Features to Classify Occupational Accidents in the Retail Sector. OL2A (1) 2023: 49-62 - [c357]Ricardo Barbosa, Ricardo Santos, Paulo Novais:
Trust-based Negotiation in Multiagent Systems: A Systematic Review. PAAMS (Workshops) 2023: 133-144 - [c356]Pasqual Martí, Jaime Llopis, Vicente Julián, Paulo Novais, Jaume Jordán:
Validating State-Wide Charging Station Network Through Agent-Based Simulation. PAAMS (Workshops) 2023: 158-169 - [c355]Patrícia Alves, André Martins, Paulo Novais, Goreti Marreiros:
Improving Group Recommendations using Personality, Dynamic Clustering and Multi-Agent MicroServices. RecSys 2023: 1165-1168 - [c354]Francisco Supino Marcondes, José João Almeida, Paulo Novais:
Large Language Models: Compilers for the 4^{th} Generation of Programming Languages? (Short Paper). SLATE 2023: 10:1-10:8 - [c353]Hugo Nogueira, Dalila Durães, Paulo Novais:
Study of Detection Object and People with Radar Technology. WorldCIST (3) 2023: 134-143 - [e40]Matthias Grabmair, Francisco Andrade, Paulo Novais:
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023. ACM 2023 [contents] - [e39]Vicente Julián, João Carneiro, Ricardo S. Alonso, Pablo Chamoso, Paulo Novais:
Ambient Intelligence - Software and Applications - 13th International Symposium on Ambient Intelligence, ISAmI 2022, L'Aquila, Italy, 13-15 July, 2022. Lecture Notes in Networks and Systems 603, Springer 2023, ISBN 978-3-031-22355-6 [contents] - [e38]Paulo Novais, Vicente Julián Inglada, Miguel J. Hornos, Ichiro Satoh, Davide Carneiro, João Carneiro, Ricardo S. Alonso:
Ambient Intelligence - Software and Applications - 14th International Symposium on Ambient Intelligence, ISAmI 2023, Guimarães, Portugal, July 12-14, 2023. Lecture Notes in Networks and Systems 770, Springer 2023, ISBN 978-3-031-43460-0 [contents] - [e37]Philippe Mathieu, Frank Dignum, Paulo Novais, Fernando de la Prieta:
Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection - 21st International Conference, PAAMS 2023, Guimarães, Portugal, July 12-14, 2023, Proceedings. Lecture Notes in Computer Science 13955, Springer 2023, ISBN 978-3-031-37615-3 [contents] - 2022
- [j101]Cristóvão Sousa, Daniel Teixeira, Davide Carneiro, Diogo Nunes, Paulo Novais:
Knowledge-based decision intelligence in street lighting management. Integr. Comput. Aided Eng. 29(2): 189-207 (2022) - [j100]Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais:
On the Impact of Interpretability Methods in Active Image Augmentation Method. Log. J. IGPL 30(4): 611-621 (2022) - [j99]Beatriz García-Martínez, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, Raúl Alcaraz, Paulo Novais:
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States. Int. J. Neural Syst. 32(10): 2250026:1-2250026:16 (2022) - [j98]Davide Carneiro, Miguel Guimarães, Fábio Silva, Paulo Novais:
A predictive and user-centric approach to Machine Learning in data streaming scenarios. Neurocomputing 484: 238-249 (2022) - [j97]Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle:
A distributed topology for identifying anomalies in an industrial environment. Neural Comput. Appl. 34(23): 20463-20476 (2022) - [c352]Nasim Sadat Mosavi, Francisco Freitas, Rogério Pires, César Rodrigues, Isabel Silva, Manuel Filipe Santos, Paulo Novais:
Intelligent energy management using data mining techniques at Bosch Car Multimedia Portugal facilities. ANT/EDI40 2022: 503-510 - [c351]Regina Sousa, Diogo Lopes, António Silva, Dalila Durães, Hugo Peixoto, José Machado, Paulo Novais:
Sustainable and Social Energy on Smart Cities: Systematic Review. ARTIIS (2) 2022: 72-84 - [c350]Bruno Fernandes, Paulo Novais, Cesar Analide:
A Multi-Agent System for Automated Machine Learning. AAMAS 2022: 1899-1901 - [c349]Pedro Filipe Oliveira, Paulo Novais, Paulo Matos:
Adaptive System to Manage User Comfort Preferences and Conflicts at Everyday Environments. DCAI (2) 2022: 171-176 - [c348]Armindo Lobo, Pedro Filipe Oliveira, Paulo Sampaio, Paulo Novais:
Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets. DCAI (1) 2022: 280-290 - [c347]Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, João Gomes Fonseca, Pedro Morais, Paulo Novais, João L. Vilaça:
Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images. EMBC 2022: 3878-3881 - [c346]Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes:
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. EPIA 2022: 285-296 - [c345]Bruno Teixeira, Diogo Martinho, Paulo Novais, Juan M. Corchado, Goreti Marreiros:
Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision Making. EPIA 2022: 361-373 - [c344]Carlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva, Dalila Durães, José Machado, Paulo Novais:
Survey for Big Data Platforms and Resources Management for Smart Cities. HAIS 2022: 393-404 - [c343]Luis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle:
Hybrid Intelligent Model for Classification of the Boost Converter Switching Operation. HAIS 2022: 481-493 - [c342]Pedro Filipe Oliveira, M. Salomé Duarte, Paulo Novais:
Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent. IBERAMIA 2022: 65-76 - [c341]Rita M. A. Bezerra, Dalila Durães, Paulo Novais:
Survey for Smart and Adaptative Education. ICETM 2022: 237-242 - [c340]Filipe Oliveira, André Alves, Hugo Moço, José Pedro Monteiro, Óscar Oliveira, Davide Carneiro, Paulo Novais:
Dynamic Management of Distributed Machine Learning Projects. IDC 2022: 23-32 - [c339]Hugo Faria, Manuel Rodrigues, Paulo Novais:
An Approach to Authenticity Speech Validation Through Facial Recognition and Artificial Intelligence Techniques. IDEAL 2022: 54-63 - [c338]Pedro Machado, Bruno Fernandes, Paulo Novais:
Benchmarking Data Augmentation Techniques for Tabular Data. IDEAL 2022: 104-112 - [c337]Jaime Andres Rincon, Cédric Marco-Detchart, Vicente Julián, Carlos Carrascosa, Paulo Novais:
Towards a Low-Cost Companion Robot for Helping Elderly Well-Being. IDEAL 2022: 179-187 - [c336]Hugo Faria, Maria Araújo Barbosa, Bruno Veloso, Francisco Supino Marcondes, Celso Lima, Dalila Durães, Paulo Novais:
EduBot: A Proof-of-Concept for a High School Motivational Agent. IDEAL 2022: 223-232 - [c335]Fábio Silva, Héctor Alaiz-Moretón, Cesar Analide, Paulo Novais:
Introduction to the Proceedings of CCSCS'2022. Intelligent Environments (Workshops) 2022: 291-292 - [c334]Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves:
Real-Time Algorithm Recommendation Using Meta-Learning. ISAmI 2022: 249-258 - [c333]Francisco Supino Marcondes, José João Almeida, Paulo Novais:
Automation of Social Media Interactions - A Framework for Online Social "Sowing". IWINAC (1) 2022: 24-33 - [c332]Bruno Veloso, Maria Araújo Barbosa, Hugo Faria, Francisco Supino Marcondes, Dalila Durães, Paulo Novais:
A Systematic Review on Student Failure Prediction. MIS4TEL (Workshops) 2022: 43-52 - [c331]Inês Sena, Laires A. Lima, Felipe G. Silva, Ana Cristina Braga, Paulo Novais, Florbela P. Fernandes, Maria F. Pacheco, Clara B. Vaz, José Lima, Ana I. Pereira:
Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study. OL2A 2022: 187-201 - [c330]Pedro Filipe Oliveira, Paulo Novais, Paulo Matos:
Adaptive Environment System to Manage Comfort Preferences and Conflicts. OL2A 2022: 685-700 - [c329]Bruno Veloso, Dalila Durães, Paulo Novais:
Analysis of Machine Learning Algorithms for Violence Detection in Audio. PAAMS (Workshops) 2022: 210-221 - [c328]Ana Vieira, Luís Conceição, Luíz Faria, Paulo Novais, Goreti Marreiros:
Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases. PAAMS (Workshops) 2022: 246-257 - [c327]Patrícia Alves, Domingos Gomes, Catarina Rodrigues, João Carneiro, Paulo Novais, Goreti Marreiros:
Grouplanner: A Group Recommender System for Tourism with Multi-agent MicroServices. PAAMS 2022: 454-460 - [c326]Maria Araújo Barbosa, Francisco Supino Marcondes, Dalila Alves Durães, Paulo Novais:
Microblogging Environment Simulator: An Ethical Approach. PAAMS 2022: 461-466 - [c325]Luis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle:
Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation. SOCO 2022: 121-133 - [c324]Tiago Cardoso, Vasco Rodrigues, Luís Conceição, João Carneiro, Goreti Marreiros, Paulo Novais:
Aspect Based Sentiment Analysis Annotation Methodology for Group Decision Making Problems: An Insight on the Baseball Domain. WorldCIST (2) 2022: 25-36 - [c323]Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimarães, Mariana Carvalho, Paulo Novais:
Continuously Learning from User Feedback. WorldCIST (1) 2022: 579-588 - [e36]Paulo Novais, João Carneiro, Pablo Chamoso:
Ambient Intelligence - Software and Applications - 12th International Symposium on Ambient Intelligence, ISAmI 2021, Salamanca, Spain, 6-8 October, 2021. Lecture Notes in Networks and Systems 483, Springer 2022, ISBN 978-3-031-06893-5 [contents] - 2021
- [j96]Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez:
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. Clust. Comput. 24(3): 2313-2325 (2021) - [j95]Luís Conceição, Diogo Martinho, Rui Andrade, João Carneiro, Constantino Martins, Goreti Marreiros, Paulo Novais:
A web-based group decision support system for multicriteria problems. Concurr. Comput. Pract. Exp. 33(2) (2021) - [j94]Ricardo Martins, José João Almeida, Pedro Rangel Henriques, Paulo Novais:
A sentiment analysis approach to improve authorship identification. Expert Syst. J. Knowl. Eng. 38(5) (2021) - [j93]António Silva, Tiago Oliveira, Filipe Gonçalves, Paulo Novais:
Enhancing decision making by providing a unified system for computer-interpretable guideline management. Expert Syst. J. Knowl. Eng. 38(5) (2021) - [j92]