Research output per year
Research output per year
Personal profile
Current courses
Click here for my courses.
Education/Academic qualification
Computer science, Doctoral Degree, Rough Cognitive Networks
1 Oct 2014 → 3 May 2017
Award Date: 3 May 2017
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Dive into the research topics where Gonzalo Nápoles is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Feature Importance for Clustering
Nápoles, G., Griffioen, N., Khoshrou, S. & Güven, Ç., 6 Sept 2023, (Accepted/In press) Lecture Notes in Computer Science (LNCS) series. SpringerResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets
Nápoles, G. & Koumeri, L. K., Feb 2022, In: Pattern Recognition Letters. 154, p. 29-36 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access5 Citations (Scopus) -
Best Next Preference Prediction Based on LSTM and Multi-level Interactions
Fuentes, I., Nápoles, G., Arco, L. & Vanhoof, K., 2022, Intelligent Systems and Applications. p. 682-699 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Evaluating time series similarity using concept-based models
Jastrzebska, A., Nápoles, G., Salgueiro, Y. & Vanhoof, K., 28 Feb 2022, In: Knowledge-Based Systems. 238, 9 p., 107811.Research output: Contribution to journal › Article › Scientific › peer-review
3 Citations (Scopus) -
Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation
Bello, M., Napoles, G., Vanhoof, K., Garcia, M. M. & Bello, R., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 10 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
Activities
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Yamisleydi Salgueiro
Gonzalo Nápoles (Host)
Feb 2022Activity: Hosting a visitor types › Hosting an academic visitor › Scientific
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Warsaw University of Technology
Gonzalo Nápoles (Visiting researcher)
Nov 2021Activity: Visiting an external institution types › Visiting an external academic institution › Scientific
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Agnieszka Jastrzębska
Gonzalo Nápoles (Host)
Sept 2021Activity: Hosting a visitor types › Hosting an academic visitor › Scientific
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Membership of PhD committee: Co-supervisor - PhD thesis of Lisa Koutsoviti Koumeri (Event)
Gonzalo Nápoles (Co-supervisor)
2021 → 2025Activity: Membership types › Membership of PhD committee › Scientific
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Membership of PhD committee: External Member - PhD thesis of Manal Laghmouch (Event)
Gonzalo Nápoles (Member)
2020 → 2024Activity: Membership types › Membership of PhD committee › Scientific