José L. R. Sousa

16 papers Misc 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A feature-stable and explainable machine learning framework for trustworthy decision-making under incomplete clinical data.
CoRR
Justyna Andrys-Olek, Paulina Tworek, Luca Gherardini, Mark W. Ruddock, Mary Jo Kurt, Peter Fitzgerald, José L. R. Sousa
2025 J jnl
Balancing Natural Language Processing Accuracy and Normalisation in Extracting Medical Insights.
CoRR
Paulina Tworek, Milosz Bargiel, Yousef Khan, Tomasz Pelech-Pilichowski, Marek Mikolajczyk, Roman Lewandowski, José L. R. Sousa
2025 — conf
Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability.
AIME (2)
Luca Gherardini, Paulina Tworek, Maja Szczypka, Yousef Khan, Marek Mikolajczyk, Roman Lewandowski, José L. R. Sousa
2025 — conf
Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting.
AIME (1)
Paulina Tworek, Maja Szczypka, Julia Kahan, Marek Mikolajczyk, Roman Lewandowski, José L. R. Sousa
2025 J jnl
Stability of Machine Learning Predictive Features Under Limited Data.
IEEE Trans. Knowl. Data Eng.
Karol Capala, Paulina Tworek, José L. R. Sousa
2024 J jnl
CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures.
ACM Trans. Intell. Syst. Technol.
Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger F. Woods, José L. R. Sousa
2024 J jnl
Improving Noise Robustness through Abstractions and its Impact on Machine Learning.
CoRR
Alfredo Ibias, Karol Capala, Varun Ravi Varma, Anna Drozdz, José L. R. Sousa
2024 J jnl
The Significance of Data Abstraction Methods in Machine Learning Classification Processes for Critical Decision-Making.
CoRR
Karol Capala, Paulina Tworek, José L. R. Sousa
2023 J jnl
CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures.
CoRR
Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger F. Woods, José L. R. Sousa
2023 J jnl
SaNDA: A small and iNcomplete dataset analyser.
Inf. Sci.
Alfredo Ibias, Varun Ravi Varma, Karol Capala, Luca Gherardini, José L. R. Sousa
2022 J jnl
COVID-19 Symptoms app analysis to foresee healthcare impacts: Evidence from Northern Ireland.
Appl. Soft Comput.
José L. R. Sousa, João Barata, Hugo C. van Woerden, Frank Kee
2021 J jnl
Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data.
Appl. Artif. Intell.
José L. R. Sousa, João Barata
2017 Misc conf
Automated Collection and Sharing of Adaptive Amino Acid Changes Data.
PACBB
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
2015 — conf
Modeling Information Systems Sociomateriality and its Impact on Organizational Cooperative Environment Development.
CENTERIS/ProjMAN/HCist
José L. R. Sousa, Teófilo T. Branco Jr., Bárbara S. R. Amorim
2014 — conf
An Emergent-Based Approach for Deriving Business/IT Alignment Models and Measures through IS Enactment.
ISD
José L. R. Sousa, José F. F. Mendes, Ricardo J. Machado
2012 Misc conf
Modeling Organizational Information System Architecture Using "Complex Networks" Concepts.
QUATIC
José L. R. Sousa, Ricardo Jorge Machado, J. F. F. Mendes