Sven Nomm

31 papers B 3C 12Journal 7Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Synthetic Data-Driven Explainability for Federated Learning-Based Intrusion Detection System.
IEEE Internet Things J.
Rajesh Kalakoti, Hayretdin Bahsi, Sven Nomm
2025 J jnl
PointExplainer: Towards Transparent Parkinson's Disease Diagnosis.
CoRR
Xuechao Wang, Sven Nomm, Junqing Huang, Kadri Medijainen, Aaro Toomela, Michael V. Ruzhansky
2023 J jnl
A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics.
CoRR
Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, Pille Taba, Aaro Toomela, Sven Nomm, Michael V. Ruzhansky
2023 J jnl
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis.
CoRR
Xuechao Wang, Junqing Huang, Sven Nomm, Marianna Chatzakou, Kadri Medijainen, Aaro Toomela, Michael V. Ruzhansky
2023 J jnl
Towards the Linear Algebra Based Taxonomy of XAI Explanations.
CoRR
Sven Nomm
2019 C conf
Determining Necessary Length of the Alternating Series Test for Parkinson's Disease Modelling.
CW
Sven Nomm, Tanel Kossas, Aaro Toomela, Kadri Medijainen, Pille Taba
2019 C conf
Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection.
ICMLA
Sven Nomm, Alejandro Guerra-Manzanares, Hayretdin Bahsi
2018 C conf
Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease Diagnostics.
ICMLA
Sven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba
2018 C conf
Dimensionality Reduction for Machine Learning Based IoT Botnet Detection.
ICARCV
Hayretdin Bahsi, Sven Nomm, Fabio Benedetto La Torre
2018 B conf
Gait Analysis Based Approach for Parkinson's Disease Modeling with Decision Tree Classifiers.
SMC
Anna Krajushkina, Sven Nomm, Aaro Toomela, Kadri Medijainen, Eveli Tamm, Martti Vaske, Dan Uvarov, Hedi Kahar, Marita Nugis, Pille Taba
2018 C conf
Interpretable Quantitative Description of the Digital Clock Drawing Test for Parkinson's Disease Modelling.
ICARCV
Sven Nomm, Ilja Masharov, Aaro Toomela, Kadri Medijainen, Pille Taba
2018 C conf
Unsupervised Anomaly Based Botnet Detection in IoT Networks.
ICMLA
Sven Nomm, Hayretdin Bahsi
2016 C conf
Quantitative analysis in the digital Luria's alternating series tests.
ICARCV
Sven Nomm, Aaro Toomela, Julia Kozhenkina, Toomas Toomsoo
2016 C conf
Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test.
ICMLA
Sven Nomm, Konstantin Bardos, Ilja Masarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo
2013 — conf
Alternative Approach to Model Changes of Human Motor Functions.
EMS
Sven Nomm, Aaro Toomela, Jevgeni Borushko
2013 — conf
Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System.
ICMLA (1)
Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva
2013 — conf
Human Limb Model Structure Optimization with Genetic Algorithm.
EMS
Sven Nomm, Kristina Vassiljeva, Alar Kuusik
2013 — conf
Monitoring of the Human Motor Functions Rehabilitation by Neural Networks Based System with Kinect Sensor.
IFAC HMS
Sven Nomm, Kirill Buhhalko
2012 B conf
Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure.
IJCNN
Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov
2012 — conf
Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm.
ICONIP (1)
Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm
2011 J jnl
Linear Input-Output Equivalence and Row Reducedness of Discrete-Time Nonlinear Systems.
IEEE Trans. Autom. Control.
Ülle Kotta, Zbigniew Bartosiewicz, Sven Nomm, Ewa Pawluszewicz
2011 — conf
Partially observed stochastic bilinear system control.
ICCA
Robert Tenno, Sven Nomm
2011 — conf
Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function.
ICCA
Sven Nomm, Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2008 B conf
Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery.
IJCNN
Eduard Petlenkov, Sven Nomm, Juri Vain, Fujio Miyawaki
2008 C conf
Dynamic output feedback linearization based adaptive control of nonlinear MIMO systems.
ACC
Eduard Petlenkov, Juri Belikov, Sven Nomm, Malgorzata Wyrwas
2008 C conf
Polynomial based approach in analysis and detection of surgeon's motions.
ICARCV
Janusz Jakubiak, Sven Nomm, Juri Vain, Fujio Miyawaki
2006 C conf
Irreducibility Conditions for Continuous-time Multi-input Multi-output Nonlinear Systems.
ICARCV
Ülle Kotta, Palle Kotta, Sven Nomm, Maris Tõnso
2006 C conf
Neural Networks Based ANARX Structure for Identification and Model Based Control.
ICARCV
Eduard Petlenkov, Sven Nomm, Ülle Kotta
2003 — conf
On state space realizability of bilinear systems described by higher order difference equations.
CDC
Ülle Kotta, Sven Nomm, Alan Solon Ivor Zinober
2003 — conf
Realization of interconnected nonlinear input-output discrete-time systems.
CDC
Sven Nomm
2002 J jnl
Systems with associative dynamics.
Kybernetika
Ronald K. Pearson, Ülle Kotta, Sven Nomm