Publications

Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networks
Journal / Periodical: 2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024, proceedings
Authors: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Year: 2024
Comparing quotient- and symmetric containers
Journal / Periodical: 30th International Conference on Types for Proofs and Programs, TYPES 2024, Abstracts, Copenhagen, Denmark, 10-14 June 2024
Authors: Joram, Philipp; Veltri, Niccolò
Year: 2024
LSTM-CNN: An efficient diagnostic network for Parkinson’s disease utilizing dynamic handwriting analysis
Journal / Periodical: Computer Methods and Programs in Biomedicine
Authors: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Toomela, Aaro; Nõmm, Sven; Ruzhansky, Michael
Year: 2024
Wave density spectra estimation with LSTM from Sentinel-1 SAR in the Baltic Sea
Journal / Periodical: 2024 IEEE/OES Thirteenth Current, Waves and Turbulence Measurement (CWTM), 18-20 March 2024
Authors: Rikka, Sander; Nõmm, Sven; Alari, Victor; Simon, Martin; Björkqvist, Jan-Victor
Year: 2024
Enhancing cerebral palsy gait analysis with 3D computer vision: a dual-camera approach
Journal / Periodical: 10th 2024 International Conference on Control, Decision and Information Technologies, CoDIT 2024, July 01-04, 2024, Valletta, Malta
Authors: Valla, Elli; Kanter, Gert; Nõmm, Sven; Kuusk, Anton Osvald; Maran, Peeter; Seenmaa, Karl Mihkel; Mägi, Killu; Toomela, Aaro
Year: 2024
Ontology merging using the weak unification of concepts
Journal / Periodical: Big Data and Cognitive Computing
Authors: Kuusik, Norman; Vain, Jüri
Year: 2024
An efficient neural network for the diagnosis of Parkinson’s disease using dynamic handwriting analysis
Journal / Periodical: Extended Abstracts MWCAPDE 2023, Methusalem Workshop on Classical Analysis and Partial Differential Equations
Authors: Wang, Xuechao; Nõmm, Sven; Huang, Junqing; Chatzakou, Marianna; Ruzhansky, Michael
Year: 2024
Term search in Rust
Journal / Periodical: Proceedings of the 9th ACM SIGPLAN International Workshop on Type-Driven Development (TyDe ’24), September 6, 2024, Milan, Italy
Authors: Annus, Tavo; Joram, Philipp
Year: 2024
Securing verified IO programs against unverified code in F*
Journal / Periodical: Proceedings of the ACM on Programming Languages
Authors: Andrici, Cezar-Constantin; Ciobǎcă, Stefan; Hriţcu, Cătălin; Martínez, Guido; Rivas, Exequiel; Tanter, Éric; Winterhalter, Théo
Year: 2024
Hybrid cybersecurity research and education environment for maritime sector
Journal / Periodical: Proceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK
Authors: Visky, Gabor; Šiganov, Aleksei; Rehman, Muaan ur; Vaarandi, Risto; Bahşi, Hayretdin; Tsiopoulos, Leonidas
Year: 2024
Yet another canonical nondeterministic automaton
Journal / Periodical: Theoretical Computer Science
Authors: Maarand, Hendrik; Tamm, Hellis
Year: 2024
Explainable federated learning for botnet detection in IoT networks
Journal / Periodical: Proceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK
Authors: Kalakoti, Rajesh; Bahsi, Hayretdin; 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
Cyclic duality for slice and orbit 2-categories
Journal / Periodical: Higher Structures
Authors: Boiquaye, John; Joram, Philipp; Krähmer, Ulrich
Year: 2024