Danilo Hollosi

Fraunhofer Institute for Digital Media Technology — Germany

Computer Science · Physical Sciences

7h-index213citations17works1.52yr avg
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Research Topics

Music and Audio Processing(7), Speech and Audio Processing(5), Noise Effects and Management(3), Phonocardiography and Auscultation Techniques(3), Acoustic Wave Phenomena Research(2)

Publications17 total

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models
PLoS ONE·2026Open Access
Benchmarking machine learning for bowel sound pattern classification from tabular features to pretrained models
arXiv (Cornell University)·2025Open Access
Active Learning for Sound Event Classification Using Bayesian Neural Networks with Gaussian Variational Posterior
2024· 3 cited
SonicGuard Sensor—A Multichannel Acoustic Sensor for Long-Term Monitoring of Abdominal Sounds Examined through a Qualification Study
Sensors·2024· 3 citedOpen Access
Two Dimensional Convolutional Neural Network Frameworks Using Acoustic Nodes for UAV Security Applications
Zenodo (CERN European Organization for Nuclear Research)·2020Open Access
Design of Smart City Systems from a Privacy Perspective
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2015· 16 citedOpen Access
Energy Based Traffic Density Estimation Using Embedded Audio Processing Unit
Journal of the Audio Engineering Society·2014· 5 cited
Application of Acoustic Sensing Technology for Improving Building Energy Efficiency
Procedia Computer Science·2014· 15 citedOpen Access
Audio monitoring in Smart Cities : an information privacy perspective
KTH Publication Database DiVA (KTH Royal Institute of Technology)·2014· 4 citedOpen Access
Networked embedded acoustic processing system for smart building applications
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)·2013· 26 cited
Enhancing Wireless Sensor Networks with Acoustic Sensing Technology: Use Cases, Applications & Experiments
2013· 13 cited
The Last One out Turns off the Light - Optimizing the Energy Efficiency of Buildings.
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)·2013Open Access
Acoustic Monitoring and Localization for Social Care
Journal of Computing Science and Engineering·2012· 55 citedOpen Access
Catalog of Basic Scenes for Rare/Incongruent Event Detection
Studies in computational intelligence·2011
Voice activity detection driven acoustic event classification for monitoring in smart homes
2010· 28 cited
Complexity Scalable Perceptual Tempo Estimation from HE-AAC Encoded Music
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)·2010· 1 cited
Classification and simulation of stereoscopic artifacts in mobile 3DTV content
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2009· 44 citedOpen Access

Frequent Co-authors

Stefan Goetze(5), Stephan Gerlach(3), Zahra Mansour(3), Verena Uslar(3), Nils Strodthoff(3), Jens Schröder(2), Jens-E. Appell(2), Anna Ståhlbröst(2), Annika Sällström(2), Philippe Cousin(2), György Nagy(2), Rene Rodigast(2), Dirk Weyhe(2), Frank Wallhoff(1), Atanas Boev(1), Atanas Gotchev(1), Karen Egiazarian(1), Sebastian Uziel(1), Thomas Elste(1), Wolfram Kattanek(1)