| 2019 | CW | Determining Necessary Length of the Alternating Series Test for Parkinson's Disease Modelling. | Sven Nomm, Tanel Kossas, Aaro Toomela, Kadri Medijainen, Pille Taba |
| 2019 | ICMLA | Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection. | Sven Nomm, Alejandro Guerra-Manzanares, Hayretdin Bahsi |
| 2018 | ICARCV | Dimensionality Reduction for Machine Learning Based IoT Botnet Detection. | Hayretdin Bahsi, Sven Nomm, Fabio Benedetto La Torre |
| 2018 | ICARCV | Interpretable Quantitative Description of the Digital Clock Drawing Test for Parkinson's Disease Modelling. | Sven Nomm, Ilja Masharov, Aaro Toomela, Kadri Medijainen, Pille Taba |
| 2018 | ICMLA | Unsupervised Anomaly Based Botnet Detection in IoT Networks. | Sven Nomm, Hayretdin Bahsi |
| 2018 | ICMLA | Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease Diagnostics. | Sven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba |
| 2018 | SMC | Gait Analysis Based Approach for Parkinson's Disease Modeling with Decision Tree Classifiers. | Anna Krajushkina, Sven Nomm, Aaro Toomela, Kadri Medijainen, Eveli Tamm, Martti Vaske, Dan Uvarov, Hedi Kahar, Marita Nugis, Pille Taba |
| 2016 | ICARCV | Quantitative analysis in the digital Luria's alternating series tests. | Sven Nomm, Aaro Toomela, Julia Kozhenkina, Toomas Toomsoo |
| 2016 | ICMLA | Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test. | Sven Nomm, Konstantin Bardos, Ilja Masarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo |
| 2013 | ICMLA | Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. | Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva |
| 2012 | ICONIP | Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. | Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm |
| 2012 | IJCNN | Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. | Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov |
| 2008 | ICARCV | Polynomial based approach in analysis and detection of surgeon's motions. | Janusz Jakubiak, Sven Nomm, Juri Vain, Fujio Miyawaki |
| 2008 | IJCNN | Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery. | Eduard Petlenkov, Sven Nomm, Juri Vain, Fujio Miyawaki |
| 2006 | ICARCV | Irreducibility Conditions for Continuous-time Multi-input Multi-output Nonlinear Systems. | lle Kotta, Palle Kotta, Sven Nomm, Maris Tnso |
| 2006 | ICARCV | Neural Networks Based ANARX Structure for Identification and Model Based Control. | Eduard Petlenkov, Sven Nomm, lle Kotta |