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ORCIDDavide Carneiro 0001
Davide Rua Carneiro
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- affiliation: Polytechnic Institute of Porto, Center for Innovation and Research in Business Sciences and Information Systems (CIICESI), Higher School of Management and Technology (ESTG), Portugal
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2020 – today
- 2023
[j30]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)- [e4]Zuzana Kubincová, Alessandra Melonio, Dalila Durães, Davide Rua Carneiro, Mehdi Rizvi, Loreto Lancia:
Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops, 12th International Conference, MIS4TEL 2022, L'Avila, Italy, 13-15 July 2022. Lecture Notes in Networks and Systems 538, Springer 2023, ISBN 978-3-031-20256-8 [contents] - 2022
- [j29]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) - [j28]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) - [j27]Davide Carneiro, Pilar Cáceres, Mariana Reimão Carvalho:
Preface. IxD&A 53: 5-6 (2022) - [c81]Davide Carneiro, Mariana Carvalho:
Using Segmentation to Improve Machine Learning Performance in Human-in-the-Loop Systems. IntelliSys (2) 2022: 413-428 - [c80]Luís Rosa, Miguel Guimarães, Davide Carneiro, Fábio Silva, César Analide:
Explainable Decision Tree on Smart Human Mobility. Intelligent Environments (Workshops) 2022: 325-334 - [c79]Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves:
Real-Time Algorithm Recommendation Using Meta-Learning. ISAmI 2022: 249-258 - [c78]Davide Carneiro, Mariana Carvalho:
Teaching Data Structures and Algorithms Through Games. MIS4TEL (Workshops) 2022: 3-12 - [c77]Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimarães, Mariana Carvalho, Paulo Novais:
Continuously Learning from User Feedback. WorldCIST (1) 2022: 579-588 - [e3]Fernando de la Prieta, Rosella Gennari, Marco Temperini, Tania Di Mascio, Pierpaolo Vittorini, Zuzana Kubincová, Elvira Popescu, Davide Rua Carneiro, Loreto Lancia, Agnese Addone:
Methodologies and Intelligent Systems for Technology Enhanced Learning, 11th International Conference, MIS4TEL 2021, Salamanca, Spain, 6-8 October, 2021. Lecture Notes in Networks and Systems 326, Springer 2022, ISBN 978-3-030-86617-4 [contents] - 2021
- [j26]José Pedro Monteiro, Diogo Ramos, Davide Carneiro, Francisco J. Duarte, João M. Fernandes, Paulo Novais:
Meta-learning and the new challenges of machine learning. Int. J. Intell. Syst. 36(11): 6240-6272 (2021) - [j25]Rodrigo Rocha, Davide Carneiro, Paulo Novais:
Continuous authentication with a focus on explainability. Neurocomputing 423: 697-702 (2021) - [j24]Davide Carneiro, Jorge Pereira, Eliana Costa e Silva:
Optimization of the grapes reception process. Neural Comput. Appl. 33(14): 8687-8707 (2021) - [c76]Davide Carneiro, Patrícia Veloso, Miguel Guimarães, Joana Baptista, Miguel Sousa:
A Conversational Interface for interacting with Machine Learning models. XAILA@ICAIL 2021 - [c75]Diogo Ramos, Davide Carneiro, Paulo Novais:
Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios. IDC 2021: 59-68 - [c74]Davide Carneiro, Filipe Oliveira, Paulo Novais:
A Data-Locality-Aware Distributed Learning System. ISAmI 2021: 59-68 - [c73]Davide Carneiro, Ricardo Barbosa:
A Framework for Online Education in Computer Science Degrees with a Focus on Motivation. MIS4TEL 2021: 137-146 - [c72]Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais:
Optimizing Model Training in Interactive Learning Scenarios. WorldCIST (1) 2021: 156-165 - 2020
- [j23]Diogo Ramos, Davide Carneiro, Paulo Novais:
Using a Genetic Algorithm to optimize a stacking ensemble in data streaming scenarios. AI Commun. 33(1): 27-40 (2020) - [c71]Davide Carneiro, Miguel Guimarães, Miguel Sousa:
Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection. HIS 2020: 124-133 - [c70]Davide Carneiro, Rui J. R. Silva:
Game Elements, Motivation and Programming Learning: A Case Study. ICPEC 2020: 5:1-5:10 - [c69]Davide Carneiro, Patrícia Veloso, André Ventura, Guilherme Palumbo, João Costa:
Network Analysis for Fraud Detection in Portuguese Public Procurement. IDEAL (2) 2020: 390-401 - [c68]Davide Carneiro, António Amaral, Mariana Carvalho:
A Soft Context-Aware Traffic Management System for Smart Cities. Intelligent Environments (Workshops) 2020: 187-196 - [c67]Davide Carneiro, Fábio Silva, Miguel Guimarães, Daniel Sousa, Paulo Novais:
Explainable Intelligent Environments. ISAmI 2020: 34-43 - [c66]Diogo Nunes, Daniel Teixeira, Davide Carneiro, Cristóvão Sousa, Paulo Novais:
Decision Intelligence in Street Lighting Management. WorldCIST (2) 2020: 501-510 - [e2]Paulo Novais, Jaime Lloret, Pablo Chamoso, Davide Carneiro, Elena Navarro, Sigeru Omatu:
Ambient Intelligence - Software and Applications -,10th International Symposium on Ambient Intelligence, ISAmI 2019, Ávila, Spain, 26-28 June 2019. Advances in Intelligent Systems and Computing 1006, Springer 2020, ISBN 978-3-030-24096-7 [contents]
2010 – 2019
- 2019
- [j22]Davide Carneiro, Paulo Novais, Dalila Durães, José Miguel Pêgo, Nuno J. Sousa:
Predicting completion time in high-stakes exams. Future Gener. Comput. Syst. 92: 549-559 (2019) - [j21]Davide Carneiro, Paulo Novais, Juan Carlos Augusto, Nicola Payne:
New Methods for Stress Assessment and Monitoring at the Workplace. IEEE Trans. Affect. Comput. 10(2): 237-254 (2019) - [c65]Rodrigo Rocha, Davide Carneiro, Paulo Novais:
The Influence of Age and Gender in the Interaction with Touch Screens. EPIA (2) 2019: 3-12 - [c64]Diogo Ramos, Davide Carneiro, Paulo Novais:
evoRF: An Evolutionary Approach to Random Forests. IDC 2019: 102-107 - [c63]André Teixeira, Manuel Rodrigues, Davide Carneiro, Paulo Novais:
HORUS: An Emotion Recognition Tool. IntelliSys (1) 2019: 126-140 - [c62]Rodrigo Rocha, Davide Carneiro, Ricardo Costa, César Analide:
Continuous Authentication in Mobile Devices Using Behavioral Biometrics. ISAmI 2019: 191-198 - [e1]Paulo Novais, Jason J. Jung, Gabriel Villarrubia-González, Antonio Fernández-Caballero, Elena Navarro, Pascual González, Davide Carneiro, António Pinto, Andrew T. Campbell, Dalila Durães:
Ambient Intelligence - Software and Applications -, 9th International Symposium on Ambient Intelligence, ISAmI 2018, Toledo, Spain, 20-22 June 2018. Advances in Intelligent Systems and Computing 806, Springer 2019, ISBN 978-3-030-01745-3 [contents] - 2018
- [j20]Filipe Gonçalves, Davide Carneiro, José Miguel Pêgo, Paulo Novais:
X3S: A multi-modal approach to monitor and assess stress through human-computer interaction. Comput. Sci. Inf. Syst. 15(3): 683-703 (2018) - [j19]Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais:
Modelling a smart environment for nonintrusive analysis of attention in the workplace. Expert Syst. J. Knowl. Eng. 35(5) (2018) - [j18]Davide Carneiro, Ana P. Pinheiro, Marta Pereira, Inês Ferreira, Miguel Domingues, Paulo Novais:
Using behavioral features in tablet-based auditory emotion recognition studies. Future Gener. Comput. Syst. 89: 646-658 (2018) - [j17]Dalila Durães, Davide Carneiro, Amparo Jiménez, Paulo Novais:
Characterizing attentive behavior in intelligent environments. Neurocomputing 272: 46-54 (2018) - [c61]Davide Carneiro, Diogo Nunes, Cristóvão Sousa:
A Decision-Support System for Preventive Maintenance in Street Lighting Networks. HIS 2018: 272-281 - [c60]Filipe Gonçalves, Davide Carneiro, José Miguel Pêgo, Paulo Novais:
Monitoring Mental Stress Through Mouse Behaviour and Decision-Making Patterns. ISAmI 2018: 40-47 - [c59]Rodrigo Rocha, Davide Carneiro, Ana P. Pinheiro, Paulo Novais:
A Customizable Game-Inspired Application for Memory Stimulation. ISAmI 2018: 282-289 - [c58]Davide Carneiro, Albertino Vieira:
A Framework to Improve Data Collection and Promote Usability. ISAmI 2018: 357-364 - 2017
- [j16]Davide Carneiro, Marco Gomes, Ângelo Costa, Paulo Novais, José Neves:
Enriching conflict resolution environments with the provision of context information. Expert Syst. J. Knowl. Eng. 34(5) (2017) - [j15]Davide Carneiro, Paulo Novais:
Quantifying the effects of external factors on individual performance. Future Gener. Comput. Syst. 66: 171-186 (2017) - [j14]Davide Carneiro, Paulo Novais, Nuno J. Sousa, José Miguel Pêgo, José Neves:
Mouse dynamics correlates to student behaviour in computer-based exams. Log. J. IGPL 25(6): 967-978 (2017) - [j13]Davide Carneiro, André Pimenta, José Neves, Paulo Novais:
A multi-modal architecture for non-intrusive analysis of performance in the workplace. Neurocomputing 231: 41-46 (2017) - [j12]Davide Carneiro, Ana P. Pinheiro, Paulo Novais:
Context acquisition in auditory emotional recognition studies. J. Ambient Intell. Humaniz. Comput. 8(2): 191-203 (2017) - [j11]Davide Carneiro, André Pimenta, José Neves, Paulo Novais:
Non-intrusive quantification of performance and its relationship to mood. Soft Comput. 21(17): 4917-4923 (2017) - [c57]Filipe Gonçalves, Davide Carneiro, Paulo Novais, José Miguel Pêgo:
EUStress: A Human Behaviour Analysis System for Monitoring and Assessing Stress During Exams. IDC 2017: 137-147 - [c56]Renato Rodrigues, Augusto J. Mendes, Davide Carneiro, Maria Amorim, Ana P. Pinheiro, Paulo Novais:
An Application to Enrich the Study of Auditory Emotion Recognition. Intelligent Environments 2017: 20-27 - [c55]Davide Carneiro, Hélder Rocha, Paulo Novais:
An Environment for Studying Visual Emotion Perception. ISAmI 2017: 238-245 - [p1]Davide Carneiro, Paulo Novais:
Behavioral Biometrics and Ambient Intelligence: New Opportunities for Context-Aware Applications. State of the Art in AI Applied to Ambient Intelligence 2017: 68-90 - 2016
- [j10]Davide Carneiro, André Pimenta, Sérgio Gonçalves, José Neves, Paulo Novais:
Monitoring and improving performance in human-computer interaction. Concurr. Comput. Pract. Exp. 28(4): 1291-1309 (2016) - [j9]André Pimenta, Davide Carneiro, José Neves, Paulo Novais:
A neural network to classify fatigue from human-computer interaction. Neurocomputing 172: 413-426 (2016) - [j8]Paulo Novais, Davide Carneiro:
The role of non-intrusive approaches in the development of people-aware systems. Prog. Artif. Intell. 5(3): 215-220 (2016) - [c54]Davide Carneiro, Dalila Durães, Paulo Novais:
Quantifying Attention in Computer-based Tasks. AfCAI 2016 - [c53]Davide Carneiro, Dalila Durães, Javier Bajo, Paulo Novais:
Non-intrusive Monitoring of Attentional Behavior in Teams. IDC 2016: 153-162 - [c52]Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais:
Supervising and Improving Attentiveness in Human Computer Interaction. Intelligent Environments (Workshops) 2016: 255-264 - [c51]Daniel Araújo, André Pimenta, Davide Carneiro, Paulo Novais:
Providing Wellness Services Using Real Time Analytics. ISAmI 2016: 167-175 - [c50]Dalila Durães, Sérgio Gonçalves, Davide Carneiro, Javier Bajo, Paulo Novais:
Detection of Behavioral Patterns for Increasing Attentiveness Level. ISDA 2016: 592-601 - [c49]Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais:
Using Computer Peripheral Devices to Measure Attentiveness. PAAMS (Special Sessions) 2016: 147-155 - 2015
- [c48]André Pimenta, Davide Carneiro, José Neves, Paulo Novais:
Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics. EPIA 2015: 15-26 - [c47]Davide Carneiro, Paulo Novais, José Miguel Pêgo, Nuno J. Sousa, José Neves:
Using Mouse Dynamics to Assess Stress During Online Exams. HAIS 2015: 345-356 - [c46]André Pimenta, Davide Carneiro, José Neves, Paulo Novais:
Analysis of Mental Fatigue and Mood States in Workplaces. IDC 2015: 111-119 - [c45]Davide Carneiro, Serafim Pinto, Ana P. Pinheiro, Paulo Novais:
An intelligent environment to assess auditory emotional recognition. INISTA 2015: 1-7 - [c44]André Pimenta, Davide Carneiro, Paulo Novais, José Neves:
A Discomfort-Sensitive Chair for Pointing Out Mental Fatigue. ISAmI 2015: 57-64 - [c43]André Pimenta, Sérgio Gonçalves, Davide Carneiro, Florentino Fdez-Riverola, José Neves, Paulo Novais:
Mental Workload Management as a Tool in e-Learning Scenarios. PECCS 2015: 25-32 - 2014
- [j7]Davide Carneiro, Paulo Novais, Francisco Andrade, John Zeleznikow, José Neves:
Online dispute resolution: an artificial intelligence perspective. Artif. Intell. Rev. 41(2): 211-240 (2014) - [j6]Marco Gomes, Tiago Oliveira, Davide Carneiro, Paulo Novais, José Neves:
Studying the effects of stress on Negotiation Behavior. Cybern. Syst. 45(3): 279-291 (2014) - [j5]José Carlos Castillo, Davide Carneiro, Juan Serrano-Cuerda, Paulo Novais, Antonio Fernández-Caballero, José Neves:
A multi-modal approach for activity classification and fall detection. Int. J. Syst. Sci. 45(4): 810-824 (2014) - [c42]André Pimenta, Davide Carneiro, Paulo Novais, José Neves:
Analysis of Human Performance as a Measure of Mental Fatigue. HAIS 2014: 389-401 - [c41]Marco Gomes, Javier Alfonso-Cendón, Pilar Marqués-Sánchez, Davide Carneiro, Paulo Novais:
Improving Conflict Support Environments with Information Regarding Social Relationships. IBERAMIA 2014: 779-790 - [c40]Davide Carneiro, Paulo Novais:
Making justice more accessible. ICEGOV 2014: 279-287 - [c39]Mickael da Costa, Davide Carneiro, Marcelo Dias, Paulo Novais:
How Musical Selection Impacts the Performance of the Interaction with the Computer. IDC 2014: 19-28 - [c38]André Pimenta, Davide Carneiro, Paulo Novais, José Neves:
Detection of Distraction and Fatigue in Groups through the Analysis of Interaction Patterns with Computers. IDC 2014: 29-39 - [c37]André Pimenta, Davide Carneiro, José Neves, Paulo Novais:
A Non-invasive Approach to Detect and Monitor Acute Mental Fatigue. IEA/AIE (2) 2014: 338-347 - [c36]Marco Gomes, Tiago Oliveira, Fábio Silva, Davide Carneiro, Paulo Novais:
Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment. IEA/AIE (2) 2014: 378-387 - [c35]Marco Gomes, Davide Carneiro, André Pimenta, Milton Nunes, Paulo Novais, José Neves:
Improving Modularity, Interoperability and Extensibility in Ambient Intelligence. ISAmI 2014: 63-70 - [c34]Davide Carneiro, Paulo Novais:
New Applications of Ambient Intelligence. ISAmI 2014: 225-232 - [c33]Davide Carneiro, Paulo Novais, John Zeleznikow, Francisco Andrade, José Neves:
Managing Motivation at the Workplace through Negotiation. JURIX 2014: 91-96 - 2013
- [j4]Davide Carneiro, Paulo Novais, José Neves:
Using genetic algorithms to create solutions for conflict resolution. Neurocomputing 109: 16-26 (2013) - [j3]Davide Carneiro, Paulo Novais, Francisco Andrade, John Zeleznikow, José Neves:
Using Case-Based Reasoning and Principled Negotiation to provide decision support for dispute resolution. Knowl. Inf. Syst. 36(3): 789-826 (2013) - [c32]Paulo Novais, Davide Carneiro, Francisco Andrade, José Neves:
Harnessing Content and Context for Enhanced Decision Making. AICOL 2013: 232-246 - [c31]Davide Carneiro, Sérgio Gonçalves, Paulo Novais, José Neves:
Studying Stress on e-Learning Users. EPIA 2013: 1-12 - [c30]André Pimenta, Davide Carneiro, Paulo Novais, José Neves:
Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns. HAIS 2013: 222-231 - [c29]Davide Carneiro, Paulo Novais, Fábio Catalão, José Marques, André Pimenta, José Neves:
Dynamically Improving Collective Environments through Mood Induction Procedures. ISAmI 2013: 33-40 - [c28]Marco Gomes, Tiago Oliveira, Davide Carneiro, Paulo Novais, José Neves:
Extracting Behavioural Patterns from a Negotiation Game. PAAMS (Workshops) 2013: 304-315 - 2012
- [j2]Davide Carneiro, José Carlos Castillo, Paulo Novais, Antonio Fernández-Caballero, José Neves:
Multimodal behavioral analysis for non-invasive stress detection. Expert Syst. Appl. 39(18): 13376-13389 (2012) - [c27]Davide Carneiro, Cesar Analide, Paulo Novais, José Neves:
An Evolutionary Approach to Generate Solutions for Conflict Scenarios. HAIS (1) 2012: 440-451 - [c26]Marco Gomes, Davide Carneiro, Paulo Novais, José Neves:
Modelling Stress Recognition in Conflict Resolution Scenarios. HAIS (1) 2012: 533-544 - [c25]Davide Carneiro, José Carlos Castillo, Paulo Novais, Antonio Fernández-Caballero, José Neves, María T. López:
Stress Monitoring in Conflict Resolution Situations. ISAmI 2012: 137-144 - [c24]Paulo Novais, Davide Carneiro, Marco Gomes, José Neves:
The Relationship between Stress and Conflict Handling Style in an ODR Environment. JSAI-isAI Workshops 2012: 125-140 - [c23]Paulo Novais, Davide Carneiro, Marco Gomes, José Neves:
Non-invasive Estimation of Stress in Conflict Resolution Environments. PAAMS 2012: 153-159 - [c22]Paulo Novais, Davide Carneiro, José Neves:
Incorporating Stress Estimation into User-Centred Agent-Based Platforms. PAAMS 2012: 277-281 - [c21]Davide Carneiro, Paulo Novais, Marco Gomes, Paulo B. de Moura Oliveira, José Neves:
A Statistical Classifier for Assessing the Level of Stress from the Analysis of Interaction Patterns in a Touch Screen. SOCO 2012: 257-266 - 2011
- [c20]Davide Carneiro, Marco Gomes, Paulo Novais, José Neves:
Developing Dynamic Conflict Resolution Models Based on the Interpretation of Personal Conflict Styles. EPIA 2011: 44-58 - [c19]Davide Carneiro, Paulo Novais, José Neves:
Towards Domain-Independent Conflict Resolution Tools. IAT 2011: 145-148 - [c18]Davide Carneiro, Paulo Novais, Francisco Andrade, José Neves:
Retrieving information in online dispute resolution platforms: a hybrid method. ICAIL 2011: 224-228 - [c17]Davide Carneiro, Paulo Novais, Flávio Lemos, Francisco Andrade, José Neves:
Issues on Conflict Resolution in Collaborative Networks. PRO-VE 2011: 271-278 - [c16]Davide Carneiro, Paulo Novais, José Neves:
Toward Seamless Environments for Dispute Prevention and Resolution. ISAmI 2011: 25-32 - [c15]Davide Carneiro, Marco Gomes, Paulo Novais, Francisco Andrade, José Neves:
Automatic Classification of Personal Conflict Styles in Conflict Resolution. JURIX 2011: 43-52 - [c14]Davide Carneiro, Paulo Novais, Luís Machado, Cesar Analide, Nuno Manuel Silva Costa, José Neves:
Role Playing Games and Emotions in Dispute Resolution Environments. SOCO 2011: 155-162 - 2010
- [j1]Paulo Novais, Ricardo Costa, Davide Carneiro, José Neves:
Inter-organization cooperation for ambient assisted living. J. Ambient Intell. Smart Environ. 2(2): 179-195 (2010) - [c13]Davide Carneiro, Paulo Novais, Francisco Andrade, John Zeleznikow, José Neves:
Using Case-Based Reasoning to Support Alternative Dispute Resolution. DCAI 2010: 123-130 - [c12]Nuno Manuel Silva Costa, Davide Carneiro, Paulo Novais, Diovana Barbieri, Francisco Andrade:
An Agent-based Approach to Consumer's Law Dispute Resolution. ICEIS (2) 2010: 103-110 - [c11]Nuno Manuel Silva Costa, Davide Carneiro, Paulo Novais, Diovana Barbieri, Francisco Andrade:
An Advice System for Consumer's Law Disputes. ICEIS 2010: 237-248 - [c10]Davide Carneiro, Paulo Novais, Ricardo Costa, José Neves:
Developing Intelligent Environments with OSGi and JADE. IFIP AI 2010: 174-183 - [c9]Davide Carneiro, Paulo Novais, Francisco Andrade, José Neves:
Improving Mediation Processes with Avoiding Parties. JSAI-isAI Workshops 2010: 117-128 - [c8]Davide Carneiro, Ângelo Costa, Paulo Novais, Francisco Andrade, José Neves:
Providing Relevant Knowledge in Disputes: UMCourt Project. ODR<