Sven Nõmm

1.4k total citations
78 papers, 861 citations indexed

About

Sven Nõmm is a scholar working on Control and Systems Engineering, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Sven Nõmm has authored 78 papers receiving a total of 861 indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Control and Systems Engineering, 22 papers in Artificial Intelligence and 15 papers in Computer Networks and Communications. Recurrent topics in Sven Nõmm's work include Parkinson's Disease Mechanisms and Treatments (14 papers), Network Security and Intrusion Detection (14 papers) and Adaptive Control of Nonlinear Systems (12 papers). Sven Nõmm is often cited by papers focused on Parkinson's Disease Mechanisms and Treatments (14 papers), Network Security and Intrusion Detection (14 papers) and Adaptive Control of Nonlinear Systems (12 papers). Sven Nõmm collaborates with scholars based in Estonia, United States and France. Sven Nõmm's co-authors include Hayretdin Bahşi, Alejandro Guerra-Manzanares, Ülle Kotta, Aaro Toomela, F.N. Chowdhury, Pille Taba, Eduard Petlenkov, Claude H. Moog, Juri Belikov and Jüri Vain and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and IEEE Access.

In The Last Decade

Sven Nõmm

72 papers receiving 834 citations

Peers

Sven Nõmm
Pyari Mohan Pradhan India
Yuncong Chen United States
Gustavo Henrique de Rosa Brazil
Esam Abdel‐Raheem Canada
Qaiser Riaz Pakistan
V. Elamaran India
Arnab Roy United States
Jorge Munilla Spain
Kyogu Lee South Korea
Chen Gong China
Pyari Mohan Pradhan India
Sven Nõmm
Citations per year, relative to Sven Nõmm Sven Nõmm (= 1×) peers Pyari Mohan Pradhan

Countries citing papers authored by Sven Nõmm

Since Specialization
Citations

This map shows the geographic impact of Sven Nõmm's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sven Nõmm with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sven Nõmm more than expected).

Fields of papers citing papers by Sven Nõmm

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sven Nõmm. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sven Nõmm. The network helps show where Sven Nõmm may publish in the future.

Co-authorship network of co-authors of Sven Nõmm

This figure shows the co-authorship network connecting the top 25 collaborators of Sven Nõmm. A scholar is included among the top collaborators of Sven Nõmm based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sven Nõmm. Sven Nõmm is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Nõmm, Sven, et al.. (2025). Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks. Computer Networks. 270. 111479–111479. 2 indexed citations
2.
Wang, Xuechao, et al.. (2024). LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis. Computer Methods and Programs in Biomedicine. 247. 108066–108066. 18 indexed citations
3.
Nõmm, Sven, et al.. (2024). Explainable Transformer-based Intrusion Detection in Internet of Medical Things (IoMT) Networks. 1164–1169. 2 indexed citations
4.
Wang, Xuechao, et al.. (2023). Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease. Biomedical Signal Processing and Control. 87. 105436–105436. 5 indexed citations
5.
Nõmm, Sven, et al.. (2023). Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests. International Journal of Medical Informatics. 177. 105152–105152. 3 indexed citations
6.
7.
Nõmm, Sven, et al.. (2022). Generative Adversarial Networks as a Data Augmentation Tool for CNN-Based Parkinson's Disease Diagnostics. IFAC-PapersOnLine. 55(29). 108–113. 7 indexed citations
8.
Guerra-Manzanares, Alejandro, et al.. (2020). MedBIoT: Generation of an IoT Botnet Dataset in a Medium-sized IoT Network. 207–218. 89 indexed citations
9.
Guerra-Manzanares, Alejandro, Hayretdin Bahşi, & Sven Nõmm. (2019). Hybrid Feature Selection Models for Machine Learning Based Botnet Detection in IoT Networks. 324–327. 31 indexed citations
10.
Toomela, Aaro, et al.. (2019). Why Behavioral Indicators May Fail to Reveal Mental States: Individual Differences in Arousal-Movement Pattern Relationships. Frontiers in Psychology. 10. 270–270. 3 indexed citations
11.
Nõmm, Sven, et al.. (2018). Gait Analysis Based Approach for Parkinson's Disease Modeling with Decision Tree Classifiers. 3720–3725. 6 indexed citations
12.
Nõmm, Sven & Claude H. Moog. (2016). Further results on identifiability of discrete-time nonlinear systems. Automatica. 68. 69–74. 3 indexed citations
13.
Nõmm, Sven, et al.. (2016). Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test. 170–175. 3 indexed citations
14.
Kuusik, Alar, et al.. (2013). Wearable system for patient motor condition assessment and training monitoring. 42. 192–195. 5 indexed citations
15.
Nõmm, Sven, et al.. (2013). Alternative Approach to Model Changes of Human Motor Functions. 169–174. 8 indexed citations
16.
Nõmm, Sven, et al.. (2008). Recognition of the Surgeon's Motions During Endoscopic Operation by Statistics Based Algorithm and Neural Networks Based ANARX Models. IFAC Proceedings Volumes. 41(2). 14773–14778. 11 indexed citations
17.
Kotta, Ülle, et al.. (2006). Realization of nonlinear composite systems. Control and Cybernetics. 35(4). 905–921. 3 indexed citations
18.
Nõmm, Sven, et al.. (2004). Baseband adaptive predistorter to linearize power amplifiers with memory. European Microwave Conference. 1. 189–192. 3 indexed citations
19.
Kotta, Ülle, Sven Nõmm, & A.S.I. Zinober. (2004). On state space realizability of bilinear systems described by higher order difference equations. 6. 5685–5690. 4 indexed citations
20.
Pearson, Ronald K., Ülle Kotta, & Sven Nõmm. (2002). Systems with associative dynamics. Kybernetika. 38(5). 585–600. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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