Sven Nomm

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 12

Top Topics

Machine Learning

Physiological Processes

Top Venues

Publications

Sven Nomm
Towards the Linear Algebra Based Taxonomy of XAI Explanations. CoRR (2023)
Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, Pille Taba, Aaro Toomela, Sven Nomm, Michael Ruzhansky
A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics. CoRR (2023)
Xuechao Wang, Junqing Huang, Sven Nomm, Marianna Chatzakou, Kadri Medijainen, Aaro Toomela, Michael V. Ruzhansky
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis. CoRR (2023)
Sven Nomm, Tanel Kossas, Aaro Toomela, Kadri Medijainen, Pille Taba
Determining Necessary Length of the Alternating Series Test for Parkinson's Disease Modelling. CW (2019)
Sven Nomm, Alejandro Guerra-Manzanares, Hayretdin Bahsi
Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection. ICMLA (2019)
Anna Krajushkina, Sven Nomm, Aaro Toomela, Kadri Medijainen, Eveli Tamm, Martti Vaske, Dan Uvarov, Hedi Kahar, Marita Nugis, Pille Taba
Gait Analysis Based Approach for Parkinson's Disease Modeling with Decision Tree Classifiers. SMC (2018)
Sven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba
Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease Diagnostics. ICMLA (2018)
Sven Nomm, Hayretdin Bahsi
Unsupervised Anomaly Based Botnet Detection in IoT Networks. ICMLA (2018)
Sven Nomm, Ilja Masharov, Aaro Toomela, Kadri Medijainen, Pille Taba
Interpretable Quantitative Description of the Digital Clock Drawing Test for Parkinson's Disease Modelling. ICARCV (2018)
Hayretdin Bahsi, Sven Nomm, Fabio Benedetto La Torre
Dimensionality Reduction for Machine Learning Based IoT Botnet Detection. ICARCV (2018)
Sven Nomm, Aaro Toomela, Julia Kozhenkina, Toomas Toomsoo
Quantitative analysis in the digital Luria's alternating series tests. ICARCV (2016)
Sven Nomm, Konstantin Bardos, Ilja Masarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo
Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test. ICMLA (2016)
Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva
Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. ICMLA (1) (2013)
Sven Nomm, Aaro Toomela, Jevgeni Borushko
Alternative Approach to Model Changes of Human Motor Functions. EMS (2013)
Sven Nomm, Kirill Buhhalko
Monitoring of the Human Motor Functions Rehabilitation by Neural Networks Based System with Kinect Sensor. IFAC HMS (2013)
Sven Nomm, Kristina Vassiljeva, Alar Kuusik
Human Limb Model Structure Optimization with Genetic Algorithm. EMS (2013)
Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm
Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. ICONIP (1) (2012)
Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov
Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. IJCNN (2012)
Sven Nomm, Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function. ICCA (2011)
Ülle Kotta, Zbigniew Bartosiewicz, Sven Nomm, Ewa Pawluszewicz
Linear Input-Output Equivalence and Row Reducedness of Discrete-Time Nonlinear Systems. IEEE Trans. Autom. Control. 56 (6) (2011)
Robert Tenno, Sven Nomm
Partially observed stochastic bilinear system control. ICCA (2011)
Eduard Petlenkov, Sven Nomm, Juri Vain, Fujio Miyawaki
Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery. IJCNN (2008)
Janusz Jakubiak, Sven Nomm, Juri Vain, Fujio Miyawaki
Polynomial based approach in analysis and detection of surgeon's motions. ICARCV (2008)
Eduard Petlenkov, Juri Belikov, Sven Nomm, Malgorzata Wyrwas
Dynamic output feedback linearization based adaptive control of nonlinear MIMO systems. ACC (2008)
Eduard Petlenkov, Sven Nomm, Ülle Kotta
Neural Networks Based ANARX Structure for Identification and Model Based Control. ICARCV (2006)
Ülle Kotta, Palle Kotta, Sven Nomm, Maris Tõnso
Irreducibility Conditions for Continuous-time Multi-input Multi-output Nonlinear Systems. ICARCV (2006)
Ülle Kotta, Sven Nomm, Alan Solon Ivor Zinober
On state space realizability of bilinear systems described by higher order difference equations. CDC (2003)
Sven Nomm
Realization of interconnected nonlinear input-output discrete-time systems. CDC (2003)
Ronald K. Pearson, Ülle Kotta, Sven Nomm
Systems with associative dynamics. Kybernetika 38 (5) (2002)