Robert M. Nowak

Associate Professor

University of Warsaw

Poland

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About

Robert M. Nowak is an Associate Professor at Warsaw University of Technology, Poland. His research focuses on advanced algorithms for data processing, particularly in the fields of artificial intelligence, biomedical signal analysis, and smart transportation systems. Recent publications include works on point cloud densification, ECG signal processing, and novel data augmentation methods for improved classification accuracy.

Articles (12)

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2024

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2024

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2022

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2022

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2022

Collaborators (1)

Piotr Pałka

Assistant Professor

Politechnika Wroclawska

POLAND

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Robert M. Nowak

Research Interests

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Articles (12)

Point Cloud Densification Algorithm for Multiple Cameras and Lidars Data Fusion

Pre-Processing techniques and artificial intelligence algorithms for electrocardiogram (ECG) signals analysis: A comprehensive review

A novel data augmentation approach for enhancement of ECG signal classification

Wi-Breath: A WiFi-Based Contactless and Real-Time Respiration Monitoring Scheme for Remote Healthcare

A Denoising and Fourier Transformation-Based Spectrograms in ECG Classification Using Convolutional Neural Network

Digital Twins-Based Automated Pilot for Energy-Efficiency Assessment of Intelligent Transportation Infrastructure

Can blockchain link the future?

DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal

Basecalling Using Joint Raw and Event Nanopore Data Sequence-to-Sequence Processing

Polish Court Ruling Classification Using Deep Neural Networks

Multisensor Data Fusion for Localization of Pollution Sources in Wastewater Networks

MSHGANMDA: Meta-Subgraphs Heterogeneous Graph Attention Network for miRNA-Disease Association Prediction

Collaborators (1)

Piotr Pałka

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