Francisco Valente

Instituto Politécnico de Leiria — Portugal

Computer Science · Physical Sciences

4h-index150citations7works0.02yr avg
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Research Topics

Explainable Artificial Intelligence (XAI)(4), Complex Network Analysis Techniques(3), Bioinformatics and Genomic Networks(3), Machine Learning in Healthcare(3), Advanced Graph Neural Networks(2)

Publications7 total

Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network
Nature Machine Intelligence·2023· 66 citedOpen Access
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network
arXiv (Cornell University)·2022· 7 citedOpen Access
Interpretability, personalization and reliability of a machine learning based clinical decision support system
Data Mining and Knowledge Discovery·2022· 31 cited
Link Prediction of Artificial Intelligence Concepts using Low Computational Power
2021 IEEE International Conference on Big Data (Big Data)·2021· 3 citedOpen Access
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)·2021· 4 cited
Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems
arXiv (Cornell University)·2021· 2 citedOpen Access
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario
Artificial Intelligence in Medicine·2021· 37 citedOpen Access

Frequent Co-authors

J. Henriques(4), S. Paredes(4), Teresa Rocha(3), João Morais(3), Mario Krenn(2), Lorenzo Buffoni(2), Bruno Coutinho(2), Sagi Eppel(2), Jacob G. Foster(2), Andrew Gritsevskiy(2), Harlin Lee(2), Yichao Lu(2), João P. Moutinho(2), Nima Sanjabi(2), Rishi Sonthalia(2), Ngoc Mai Tran(2), Yangxinyu Xie(2), Rose Yu(2), Michael Kopp(2), P. Carvalho(2)