Catarina Moreira

Yue Xu

Eng. Appl. Artif. Intell., 2023

MDF-Net: Multimodal Dual-Fusion Network for Abnormality Detection using CXR Images and Clinical Data.

[BibT_eX]

[DOI]

Jacinto C. Nascimento

Joaquim A. Jorge

CoRR, 2023

Immersive Virtual Colonoscopy Viewer for Colorectal Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2023

Toward VR in VR: Assessing Engagement and Social Interaction in a Virtual Conference.

[BibT_eX]

[DOI]

Francisco P. M. Simões

Mark J. W. Lee

Ezequiel R. Zorzal

Robert W. Lindeman

João Madeiras Pereira

Kyle Johnsen

Joaquim A. Jorge

IEEE Access, 2023

Development of an Immersive Virtual Colonoscopy Viewer for Colon Growths Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Approaches and Challenges in XR and AI for Health Applications.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2023 Courses, 2023

Comparing Visual Search Patterns in Chest X-Ray Diagnostics.

[BibT_eX]

[DOI]

Isabel Maria Gomes Blanco Nobre

Diogo Miguel Alvito

Sandra Costa Sousa

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

2022

Building interpretable models for business process prediction using shared and specialised attention mechanisms.

[BibT_eX]

[DOI]

Bemali Wickramanayake

Knowl. Based Syst., 2022

Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

AMORETTO: A Method for Deriving IoT-enriched Event Logs.

[BibT_eX]

[DOI]

Jia Wei

Arthur H. M. ter Hofstede

CoRR, 2022

Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box.

[BibT_eX]

[DOI]

João Madeiras Pereira

CoRR, 2022

An Extension Of Combinatorial Contextuality For Cognitive Protocols.

[BibT_eX]

[DOI]

CoRR, 2022

Improving X-ray Diagnostics through Eye-Tracking and XR.

[BibT_eX]

[DOI]

Isabel Blanco Nobre

Sandra Costa Sousa

João Madeiras Pereira

Joaquim A. Jorge

Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Generating Purpose-Driven Explanations: The Case of Process Predictive Model Inspection.

[BibT_eX]

[DOI]

Bemali Wickramanayake

Yue Xu

Proceedings of the Intelligent Information Systems, 2022

2021

LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models.

[BibT_eX]

[DOI]

Decis. Support Syst., 2021

Explainable AI Enabled Inspection of Business Process Prediction Models.

[BibT_eX]

[DOI]

Renuka Sindhgatta

CoRR, 2021

Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.

[BibT_eX]

[DOI]

Chihcheng Hsieh

CoRR, 2021

Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Order Effects in Bayesian Updates.

[BibT_eX]

[DOI]

Jose Acacio de Barros

CoRR, 2021

Evaluating Stability of Post-hoc Explanations for Business Process Predictions.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach.

[BibT_eX]

[DOI]

Chihcheng Hsieh

Proceedings of the 3rd International Conference on Process Mining, 2021

Evaluating Fidelity of Explainable Methods for Predictive Process Analytics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

2020

Quantum-like influence diagrams for decision-making.

[BibT_eX]

[DOI]

Neural Networks, 2020

Balanced Quantum-Like Bayesian Networks.

[BibT_eX]

[DOI]

Peter Bruza

Entropy, 2020

Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach.

[BibT_eX]

[DOI]

CoRR, 2020

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models.

[BibT_eX]

[DOI]

CoRR, 2020

Construction of 'Support Vector' Machine Feature Spaces via Deformed Weyl-Heisenberg Algebra.

[BibT_eX]

[DOI]

CoRR, 2020

Bistable Probabilities: A Unified Framework for Studying Rationality and Irrationality in Classical and Quantum Games.

[BibT_eX]

[DOI]

CoRR, 2020

An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Interpretability for Predictive Process Analytics.

[BibT_eX]

[DOI]

Renuka Sindhgatta

Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

QuLBIT: Quantum-Like Bayesian Inference Technologies for Cognition and Decision.

[BibT_eX]

[DOI]

Matheus Hammes

Rasim Serdar Kurdoglu

Peter Bruza

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Exploring Interpretable Predictive Models for Business Processes.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 18th International Conference, 2020

2019

Interpreting Predictive Process Monitoring Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2019

Towards a Quantum-Like Cognitive Architecture for Decision-Making.

[BibT_eX]

[DOI]

CoRR, 2019

An Experimental Protocol to Derive and Validate a Quantum Model of Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Unifying Decision-Making: a Review on Evolutionary Theories on Rationality and Cognitive Biases.

[BibT_eX]

[DOI]

CoRR, 2018

Balanced Quantum-Like Model for Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction - 11th International Conference, 2018

Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction - 11th International Conference, 2018

2017

The Dutch's Real World Financial Institute: Introducing Quantum-Like Bayesian Networks as an Alternative Model to deal with Uncertainty.

[BibT_eX]

[DOI]

CoRR, 2017

2015

On Projection Based Operators in l<sub>p</sub> Space for Exact Similarity Search.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2015

Learning to rank academic experts in the DBLP dataset.

[BibT_eX]

[DOI]

Pável Calado

Bruno Martins

Expert Syst. J. Knowl. Eng., 2015

On Projection Based Operators in Lp space for Exact Similarity Search.

[BibT_eX]

[DOI]

Silvana Roque de Oliveira

CoRR, 2015

Thematic Identification of 'Little Science': Trends in Portuguese IS&LS Literature by Controlled Vocabulary and Co-Word Analysis.

[BibT_eX]

[DOI]

María Ángeles Zulueta Garcia

José Borbinha

CoRR, 2015

Uma análise bibliométrica do Congresso Nacional de Bibliotecários, Arquivistas e Documentalistas (1985-2012).

[BibT_eX]

[DOI]

Silvana Roque de Oliveira

María Ángeles Zulueta Garcia

José Borbinha

CoRR, 2015

Using Rank Aggregation for Expert Search in Academic Digital Libraries.

[BibT_eX]

[DOI]

Bruno Martins

Pável Calado

CoRR, 2015

An Experiment on Using Bayesian Networks for Process Mining.

[BibT_eX]

[DOI]

CoRR, 2015

The Relation Between Acausality and Interference in Quantum-Like Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction - 9th International Conference, 2015

2014

Interference effects in quantum belief networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2014

2013

Finding academic experts on a multisensor approach using Shannon's entropy.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

2011

Towards the Rapid Development of a Natural Language Understanding Module.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Virtual Agents - 11th International Conference, 2011

Learning to Rank for Expert Search in Digital Libraries of Academic Publications.

[BibT_eX]

[DOI]