Sven Nõmm - Publications, H-index & Citations

Sven Nõmm

Tallinn University of Technology

18H指数

136论文数

1.4K被引数

收录论文 14

发表时间

PointExplainer: Towards Transparent Parkinson’s Disease Diagnosis PointExplainer：迈向透明的帕金森病诊断

Information Fusion

IF15.5

2025-12-18

PREAI

Xuechao Wang; Sven Nõmm; Junqing Huang; Kadri Medijainen; Aaro Toomela; Michael Ruzhansky

Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning: Can smartphones reveal when we are tired?

COGNITION TECHNOLOGY & WORK

IF3.4

2025-10-01

PREAI

Valla, Elli; Vali, Lilian; Nomm, Sven; Toomela, Aaro

Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks 基于深度学习的物联网网络入侵检测的可解释人工智能联邦学习(FedXAI)

Computer Networks

IF4.6

2025-06-25

PREAI

Rajesh Kalakoti; Sven Nõmm; Hayretdin Bahsi

Improving IoT Security With Explainable AI: Quantitative Evaluation of Explainability for IoT Botnet Detection

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-05-15

PREAI

Kalakoti, Rajesh; Bahsi, Hayretdin; Nomm, Sven

LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-04-01

OAAI

Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Toomela, Aaro; Nomm, Sven; Ruzhansky, Michael

Comparison of onetwo- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson's disease

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-01-01

OAAI

Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Nommb, Sven; Valla, Elli; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Ruzhansky, Michael

Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2023-09-01

PREAI

Valla, Elli; Toose, Ain-Joonas; Nomm, Sven; Toomela, Aaro

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2022-05-01

PREAI

Valla, Elli; Nomm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, Aaro

In-Depth Feature Selection for the Statistical Machine Learning-Based Botnet Detection in IoT Networks 物联网中基于统计机器学习的僵尸网络检测的深度特征选择

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Kalakoti, Rajesh; Nomm, Sven; Bahsi, Hayretdin

KronoDroid: Time-based Hybrid-featured Dataset for Effective Android Malware Detection and Characterization KronoDroid: 基于时间的混合特征数据集，用于有效的Android恶意软件检测和表征

COMPUTERS & SECURITY

IF5.4

2021-11-01

OAAI

Guerra-Manzanares, Alejandro; Bahsi, Hayretdin; Nomm, Sven

Detailed Analysis of the Luria's Alternating series Tests for Parkinson's Disease Diagnostics

2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)

IF0

2018-12-01

PREAI

Nomm, Sven; Bardos, Konstantin; Toomela, Aaro; Medijainen, Kadri; Taba, Pille

Further results on identifiability of discrete-time nonlinear systems 离散时间非线性系统可辨识性的进一步结果

AUTOMATICA

IF5.9

2016-06-01

PREAI

Nomm, Sven; Moog, Claude H.

Linear Input-Output Equivalence and Row Reducedness of Discrete-Time Nonlinear Systems 离散时间非线性系统的线性输入输出等价性和行约化

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2011-06-01

PREAI

Kotta, Uelle; Bartosiewicz, Zbigniew; Nomm, Sven; Pawluszewicz, Ewa

On realizability of neural networks-based input-output models in the classical state-space form

AUTOMATICA

IF5.9

2006-07-01

PREAI

Kotta, U.; Chowdhury, F. N.; Nomm, S.

研究方向