Modeling Organizational Information System Architecture Using "Complex Networks" Concepts. - José L. R. Sousa; Ricardo Jorge Machado 001; J. F. F. Mendes (QUATIC, 2012)

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 001 (ISD, 2014)

Modeling Information Systems Sociomateriality and its Impact on Organizational Cooperative Environment Development. - José L. R. Sousa; Teófilo T. Branco Jr.; Bárbara S. R. Amorim (CENTERIS/ProjMAN/HCist, 2015)

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 (PACBB, 2017)

Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data. - José L. R. Sousa; João Barata (Appl. Artif. Intell., 2021)

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)

SaNDA: A small and iNcomplete dataset analyser. - Alfredo Ibias; Varun Ravi Varma; Karol Capala; Luca Gherardini; José L. R. Sousa (Inf. Sci., 2023)

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)

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)

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., 2024)

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 (AIME (2), 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 (AIME (1), 2025)

Stability of Machine Learning Predictive Features Under Limited Data. - Karol Capala; Paulina Tworek; José L. R. Sousa (IEEE Trans. Knowl. Data Eng., 2025)