| 2025 | ISCC | Towards Generalizable Machine Learning Pipelines in Complex Industrial Scenarios. | Eduardo Peixoto, Davide Carneiro, Diogo Torres, Bruno Silva, Ruben Marques |
| 2024 | EPIA | Digital Justice in the EU: Integration of BPMN and AI into ODR Processes. | Marta Ribeiro, Davide Carneiro, Lurdes Mesquita |
| 2023 | WorldCIST | Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview. | Daniel Babo, Carla Pereira, Davide Carneiro |
| 2022 | HIS | IoT Data Ness: From Streaming to Added Value. | Ricardo Correia, Cristvo Sousa, Davide Carneiro |
| 2022 | HIS | Selection of Replicas with Predictions of Resources Consumption. | Jos Pedro Monteiro, scar Oliveira, Davide Carneiro |
| 2022 | IDC | Dynamic Management of Distributed Machine Learning Projects. | Filipe Oliveira, Andr Alves, Hugo Moo, Jos Pedro Monteiro, scar Oliveira, Davide Carneiro, Paulo Novais |
| 2022 | MIS4TEL | Teaching Data Structures and Algorithms Through Games. | Davide Carneiro, Mariana Carvalho |
| 2022 | WorldCIST | Continuously Learning from User Feedback. | Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimares, Mariana Carvalho, Paulo Novais |
| 2021 | ICAIL | A Conversational Interface for interacting with Machine Learning models. | Davide Carneiro, Patrcia Veloso, Miguel Guimares, Joana Baptista, Miguel Sousa |
| 2021 | IDC | Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios. | Diogo Ramos, Davide Carneiro, Paulo Novais |
| 2021 | MIS4TEL | A Framework for Online Education in Computer Science Degrees with a Focus on Motivation. | Davide Carneiro, Ricardo Barbosa |
| 2021 | WorldCIST | Optimizing Model Training in Interactive Learning Scenarios. | Davide Carneiro, Miguel Guimares, Mariana Carvalho, Paulo Novais |
| 2020 | HIS | Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection. | Davide Carneiro, Miguel Guimares, Miguel Sousa |
| 2020 | IDEAL | Network Analysis for Fraud Detection in Portuguese Public Procurement. | Davide Carneiro, Patrcia Veloso, Andr Ventura, Guilherme Palumbo, Joo Costa |
| 2020 | WorldCIST | Decision Intelligence in Street Lighting Management. | Diogo Nunes, Daniel Teixeira, Davide Carneiro, Cristvo Sousa, Paulo Novais |
| 2019 | EPIA | The Influence of Age and Gender in the Interaction with Touch Screens. | Rodrigo Rocha, Davide Carneiro, Paulo Novais |
| 2019 | IDC | evoRF: An Evolutionary Approach to Random Forests. | Diogo Ramos, Davide Carneiro, Paulo Novais |
| 2018 | HIS | A Decision-Support System for Preventive Maintenance in Street Lighting Networks. | Davide Carneiro, Diogo Nunes, Cristvo Sousa |
| 2017 | IDC | EUStress: A Human Behaviour Analysis System for Monitoring and Assessing Stress During Exams. | Filipe Gonalves, Davide Carneiro, Paulo Novais, Jos Miguel Pgo |
| 2016 | IDC | Non-intrusive Monitoring of Attentional Behavior in Teams. | Davide Carneiro, Dalila Dures, Javier Bajo, Paulo Novais |
| 2016 | ISDA | Detection of Behavioral Patterns for Increasing Attentiveness Level. | Dalila Dures, Srgio Gonalves, Davide Carneiro, Javier Bajo, Paulo Novais |
| 2016 | PAAMS | Using Computer Peripheral Devices to Measure Attentiveness. | Dalila Dures, Davide Carneiro, Javier Bajo, Paulo Novais |
| 2015 | EPIA | Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics. | Andr Pimenta, Davide Carneiro, Jos Neves, Paulo Novais |
| 2015 | HAIS | Using Mouse Dynamics to Assess Stress During Online Exams. | Davide Carneiro, Paulo Novais, Jos Miguel Pgo, Nuno J. Sousa, Jos Neves |
| 2015 | INISTA | An intelligent environment to assess auditory emotional recognition. | Davide Carneiro, Serafim Pinto, Ana P. Pinheiro, Paulo Novais |
| 2015 | IDC | Analysis of Mental Fatigue and Mood States in Workplaces. | Andr Pimenta, Davide Carneiro, Jos Neves, Paulo Novais |
| 2014 | HAIS | Analysis of Human Performance as a Measure of Mental Fatigue. | Andr Pimenta, Davide Carneiro, Paulo Novais, Jos Neves |
| 2014 | IDC | How Musical Selection Impacts the Performance of the Interaction with the Computer. | Mickael da Costa, Davide Carneiro, Marcelo Dias, Paulo Novais |
| 2014 | IDC | Detection of Distraction and Fatigue in Groups through the Analysis of Interaction Patterns with Computers. | Andr Pimenta, Davide Carneiro, Paulo Novais, Jos Neves |
| 2014 | JURIX | Managing Motivation at the Workplace through Negotiation. | Davide Carneiro, Paulo Novais, John Zeleznikow, Francisco Andrade, Jos Neves |
| 2013 | EPIA | Studying Stress on e-Learning Users. | Davide Carneiro, Srgio Gonalves, Paulo Novais, Jos Neves |
| 2013 | HAIS | Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns. | Andr Pimenta, Davide Carneiro, Paulo Novais, Jos Neves |
| 2013 | PAAMS | Extracting Behavioural Patterns from a Negotiation Game. | Marco Gomes, Tiago Oliveira, Davide Carneiro, Paulo Novais, Jos Neves |
| 2012 | HAIS | An Evolutionary Approach to Generate Solutions for Conflict Scenarios. | Davide Carneiro, Cesar Analide, Paulo Novais, Jos Neves |
| 2012 | HAIS | Modelling Stress Recognition in Conflict Resolution Scenarios. | Marco Gomes, Davide Carneiro, Paulo Novais, Jos Neves |
| 2012 | PAAMS | Non-invasive Estimation of Stress in Conflict Resolution Environments. | Paulo Novais, Davide Carneiro, Marco Gomes, Jos Neves |
| 2012 | PAAMS | Incorporating Stress Estimation into User-Centred Agent-Based Platforms. | Paulo Novais, Davide Carneiro, Jos Neves |
| 2011 | EPIA | Developing Dynamic Conflict Resolution Models Based on the Interpretation of Personal Conflict Styles. | Davide Carneiro, Marco Gomes, Paulo Novais, Jos Neves |
| 2011 | ICAIL | Retrieving information in online dispute resolution platforms: a hybrid method. | Davide Carneiro, Paulo Novais, Francisco Andrade, Jos Neves |
| 2011 | JURIX | Automatic Classification of Personal Conflict Styles in Conflict Resolution. | Davide Carneiro, Marco Gomes, Paulo Novais, Francisco Andrade, Jos Neves |
| 2010 | DCAI | Using Case-Based Reasoning to Support Alternative Dispute Resolution. | Davide Carneiro, Paulo Novais, Francisco Andrade, John Zeleznikow, Jos Neves |
| 2010 | PAAMS | Enhancing the Role of Multi-agent Systems in the Development of Intelligent Environments. | Davide Carneiro, Paulo Novais, Ricardo Costa, Jos Neves |
| 2009 | IWANN | Case-Based Reasoning Decision Making in Ambient Assisted Living. | Davide Carneiro, Paulo Novais, Ricardo Costa, Jos Neves |
| 2009 | JURIX | The Legal Precedent in Online Dispute Resolution. | Davide Carneiro, Paulo Novais, Francisco Andrade, John Zeleznikow, Jos Neves |