Publications

Improving IoT security with explainable AI: quantitative evaluation of explainability for IoT botnet detection
Journal / Periodical: IEEE Internet of Things Journal
Authors: Kalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, Sven
Year: 2024
Semi-substructural logics à la Lambek with symmetry
Journal / Periodical: Bulletin of the Section of Logic
Authors: Wan, Cheng-Syuan
Year: 2024
Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease
Journal / Periodical: Biomedical Signal Processing and Control
Authors: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Nõmm, Sven; Valla, Elli; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Ruzhansky, Michael
Year: 2024
Machine learning-based analysis of human motions for Parkinson’s disease diagnostics
Journal / Periodical: Extended Abstracts 2021/2022 : Methusalem Lectures
Authors: Nõmm, Sven
Year: 2024
Semi-substructural logics à la Lambek
Journal / Periodical: Proceedings Eleventh International Conference on Non-Classical Logics. Theory and Applications (NCL'24), Łódź, Poland, 5-8 September 2024
Authors: Wan, Cheng-Syuan
Year: 2024
Zero-knowledge in Easycrypt
Journal / Periodical: 2023 IEEE 36th Computer Security Foundations Symposium (CSF)
Authors: Firsov, Denis; Unruh, Dominique
Year: 2023
Preliminary results in using attention for increasing attack identification efficiency
Journal / Periodical: 2023 IEEE 16th International Conferenceon Software Testing, Verification andValidation Workshops, ICSTW 2023, 16-20 April 2023, Dublin, Ireland, Proceedings
Authors: Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri
Year: 2023
Application of the LSTM models for Baltic Sea wave spectra estimation
Journal / Periodical: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Authors: Simon, Martin; Rikka, Sander; Nõmm, Sven; Alari, Victor
Year: 2023
A light-weight CNN model for efficient Parkinson’s disease diagnostics
Journal / Periodical: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems, 22-24 June 2023, L’Aquila, Italy, Proceedings
Authors: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Nõmm, Sven; Ruzhansky, Michael
Year: 2023
Canonical gradings of monads
Journal / Periodical: Proceedings Fifth International Conference on Applied Category Theory
Authors: Breuvart, Flavien; McDermott, Dylan; Uustalu, Tarmo
Year: 2023
Bidirectional data-flow analyses compared to relational through Galois connections
Journal / Periodical: NWPT 2023 - 34th Nordic Workshop on Programming Theory
Authors: McDermott, Dylan; Morita, Yasuaki; Uustalu, Tarmo
Year: 2023
Duality of lattices associated to left and right quotients
Journal / Periodical: Electronic Proceedings in Theoretical Computer Science
Authors: Bell, Jason; Smertnig, Daniel; Tamm, Hellis
Year: 2023
Completeness for categories of generalized automata
Journal / Periodical: 10th Conference on Algebra and Coalgebra in Computer Science (CALCO 2023)
Authors: Boccali, Guido; Laretto, Andrea; Loregian, Fosco; Luneia, Stefano
Year: 2023
Specification and verification of a linear-time logic for graph transformation
Journal / Periodical: Graph Transformation : 16th International Conference, ICGT 2023, Held as Part of STAF 2023, Leicester, UK, July 19-20, 2023, Proceedings
Authors: Laretto, Andrea; Gadducci, Fabio; Trotta, Davide
Year: 2023