José L. R. Sousa

According to our database, José L. R. Sousa authored at least 13 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Stability of Machine Learning Predictive Features Under Limited Data.

Karol Capala, Paulina Tworek, José L. R. Sousa

IEEE Trans. Knowl. Data Eng., September, 2025

Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting.

Paulina Tworek, Maja Szczypka, Julia Kahan, Marek Mikolajczyk, Roman Lewandowski, José L. R. Sousa

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability.

Luca Gherardini, Paulina Tworek, Maja Szczypka, Yousef Khan, Marek Mikolajczyk, Roman Lewandowski, José L. R. Sousa

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures.

Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger F. Woods, José L. R. Sousa

ACM Trans. Intell. Syst. Technol., June, 2024

Improving Noise Robustness through Abstractions and its Impact on Machine Learning.

Alfredo Ibias, Karol Capala, Varun Ravi Varma, Anna Drozdz, José L. R. Sousa

CoRR, 2024

The Significance of Data Abstraction Methods in Machine Learning Classification Processes for Critical Decision-Making.

Karol Capala, Paulina Tworek, José L. R. Sousa

CoRR, 2024

2023

SaNDA: A small and iNcomplete dataset analyser.

Alfredo Ibias, Varun Ravi Varma, Karol Capala, Luca Gherardini, José L. R. Sousa

Inf. Sci., September, 2023

2022

COVID-19 Symptoms app analysis to foresee healthcare impacts: Evidence from Northern Ireland.

José L. R. Sousa, João Barata, Hugo C. van Woerden, Frank Kee

Appl. Soft Comput., 2022

2021

Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data.

José L. R. Sousa, João Barata

Appl. Artif. Intell., 2021

2017

Automated Collection and Sharing of Adaptive Amino Acid Changes Data.

Noé Vázquez, Cristina P. Vieira, Bárbara S. R. Amorim, André Torres, Hugo López-Fernández, Florentino Fdez-Riverola, José L. R. Sousa, Miguel Reboiro-Jato, Jorge Vieira

Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017

2015

Modeling Information Systems Sociomateriality and its Impact on Organizational Cooperative Environment Development.

José L. R. Sousa, Teófilo T. Branco Jr., Bárbara S. R. Amorim

Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

2014

An Emergent-Based Approach for Deriving Business/IT Alignment Models and Measures through IS Enactment.

José L. R. Sousa, José F. F. Mendes, Ricardo J. Machado

Proceedings of the Information Systems Development: Transforming Organisations and Society through Information Systems, 2014

2012

Modeling Organizational Information System Architecture Using "Complex Networks" Concepts.

José L. R. Sousa, Ricardo Jorge Machado, J. F. F. Mendes

Proceedings of the 8th International Conference on the Quality of Information and Communications Technology, 2012