Michal Muszynski

Orcid: 0000-0002-0763-2612

According to our database1, Michal Muszynski authored at least 31 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation.
CoRR, 2024

2023
Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events.
IEEE Geosci. Remote. Sens. Lett., 2023

Foundation Models for Generalist Geospatial Artificial Intelligence.
CoRR, 2023

Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

4th International Workshop on Multimodal Affect and Aesthetic Experience.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

2022
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis.
Proceedings of the International Conference on Multimodal Interaction, 2022

Multimodal Affect and Aesthetic Experience.
Proceedings of the International Conference on Multimodal Interaction, 2022

Cough Diary based on Sound Classification, Source Validation and Event Detection.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
Proceedings of the IEEE International Conference on Big Data, 2022

Applied Affective Computing
ACM Books 41, ACM, ISBN: 978-1-4503-9593-9, 2022

2021
Recognizing Induced Emotions of Movie Audiences from Multimodal Information.
IEEE Trans. Affect. Comput., 2021

Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling?
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021

Workshop on Multimodal Affect and Aesthetic Experience.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study.
CoRR, 2020

Can Prediction of Turn-management Willingness Improve Turn-changing Modeling?
Proceedings of the IVA '20: ACM International Conference on Intelligent Virtual Agents, 2020

Depression Severity Assessment for Adolescents at High Risk of Mental Disorders.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multimodal Affect and Aesthetic Experience.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2018
Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions.
ACM Trans. Multim. Comput. Commun. Appl., 2018

2017
Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting.
Frontiers ICT, 2017

Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same?
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Synchronization among Groups of Spectators for Highlight Detection in Movies.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015
Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals.
Proceedings of the Seventh International Workshop on Quality of Multimedia Experience, 2015

Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies.
Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy And infLuence, 2015

2014
Data mining methods for gene selection on the basis of gene expression arrays.
Int. J. Appl. Math. Comput. Sci., 2014


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