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Michal Muszynski

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2406-19888
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Michal Muszynski, Levente J. Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D. Watson, Daiki Kimura, Harini Srinivasan:
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation. CoRR abs/2406.19888 (2024)
2023
[j5]
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  - journals/lgrs/ZorteaMFW23
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Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss:
Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
[c22]
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  - conf/icmi/XiaoMMZIKKNMCVB23
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Zixuan Xiao, Michal Muszynski, Ricards Marcinkevics, Lukas Zimmerli, Adam Daniel Ivankay, Dario Kohlbrenner, Manuel Kuhn, Yves Nordmann, Ulrich Muehlner, Christian F. Clarenbach, Julia E. Vogt, Thomas Brunschwiler:
Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity. ICMI 2023: 84-93
[c21]
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Michal Muszynski, Theodoros Kostoulas, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis:
4th International Workshop on Multimodal Affect and Aesthetic Experience. ICMI 2023: 814-815
[c20]
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  - conf/igarss/JakubikMVKB23
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Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler:
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. IGARSS 2023: 5638-5641
[i5]
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  - journals/corr/abs-2301-09318
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Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler:
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation. CoRR abs/2301.09318 (2023)
[i4]
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  - journals/corr/abs-2310-18660
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Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran:
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR abs/2310.18660 (2023)
2022
[b1]
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  - books/acm/TOM22
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Leimin Tian, Sharon L. Oviatt, Michal Muszynski, Brent C. Chamberlain, Jennifer Healey, Akane Sano:
Applied Affective Computing. ACM Books 41, ACM 2022, ISBN 978-1-4503-9590-8
[c19]
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  - conf/bigdataconf/MuszynskiHWFZB22
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Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler:
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? IEEE Big Data 2022: 4860-4867
[c18]
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Michal Muszynski, Jeffrey Okyere, Ruchi Mahindru, Thomas Brunschwiler:
Cough Diary based on Sound Classification, Source Validation and Event Detection. ICHI 2022: 143-150
[c17]
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Michal Muszynski, Elenor Morgenroth, Laura Vilaclara, Dimitri Van De Ville, Patrik Vuilleumier:
Impact of aesthetic movie highlights on semantics and emotions: a preliminary analysis. ICMI Companion 2022: 52-60
[c16]
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  - conf/icmi/KostoulasMTRCA22
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Theodoros Kostoulas, Michal Muszynski, Leimin Tian, Edgar Roman-Rangel, Theodora Chaspari, Panos Amelidis:
Multimodal Affect and Aesthetic Experience. ICMI 2022: 797-798
[c15]
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  - conf/ieeesensors/GabrieliMR22
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Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch:
Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water. IEEE SENSORS 2022: 1-4
[c14]
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Michal Muszynski, Gianmarco Gabrieli, Lukas Zimmerli, Yuksel Temiz, Ralph Heller, Aaron Cox, Keiji Matsumoto, Kitahiro Kaneda, Patrick W. Ruch:
Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids. IEEE SENSORS 2022: 1
[c13]
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  - conf/igarss/ZorteaFBMW22
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Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss:
Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods. IGARSS 2022: 5889-5892
[c12]
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  - conf/isoen/GabrieliMR22
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Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch:
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. ISOEN 2022: 1-3
[i3]
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  - journals/corr/abs-2205-15018
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Gianmarco Gabrieli, Michal Muszynski, Patrick W. Ruch:
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines. CoRR abs/2205.15018 (2022)
2021
[j4]
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  - journals/taffco/MuszynskiTLMKLP21
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Michal Muszynski, Leimin Tian, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel:
Recognizing Induced Emotions of Movie Audiences from Multimodal Information. IEEE Trans. Affect. Comput. 12(1): 36-52 (2021)
[c11]
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  - conf/acl/LiangLCMIAABSM20
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Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) 2021: 4170-4187
[c10]
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  - conf/icmi/MuszynskiRTKCA21
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Michal Muszynski, Edgar Roman-Rangel, Leimin Tian, Theodoros Kostoulas, Theodora Chaspari, Panos Amelidis:
Workshop on Multimodal Affect and Aesthetic Experience. ICMI 2021: 868-869
[c9]
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Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency:
Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? IVA 2021: 131-138
[i2]
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  - journals/corr/abs-2106-13213
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Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. CoRR abs/2106.13213 (2021)
2020
[c8]
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  - conf/icmi/MuszynskiZGM20
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Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency:
Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. ICMI 2020: 70-78
[c7]
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Theodoros Kostoulas, Michal Muszynski, Theodora Chaspari, Panos Amelidis:
Multimodal Affect and Aesthetic Experience. ICMI 2020: 888-889
[c6]
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Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency:
Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? IVA 2020: 28:1-28:8
[i1]
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  - journals/corr/abs-2012-02359
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Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas B. Allen, Louis-Philippe Morency:
Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. CoRR abs/2012.02359 (2020)

2010 – 2019

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2018
[j3]
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  - journals/tomccap/MuszynskiKLPC18
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Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel:
Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions. ACM Trans. Multim. Comput. Commun. Appl. 14(3): 68:1-68:23 (2018)
2017
[j2]
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  - journals/fiict/KostoulasCMLP17
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Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun:
Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social Setting. Frontiers ICT 4: 11 (2017)
[c5]
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  - conf/acii/TianMLMKLPC17
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Leimin Tian, Michal Muszynski, Catherine Lai, Johanna D. Moore, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel:
Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? ACII 2017: 28-35
2016
[c4]
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  - conf/mm/MuszynskiKLPC16
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Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel:
Synchronization among Groups of Spectators for Highlight Detection in Movies. ACM Multimedia 2016: 292-296
2015
[c3]
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Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun:
Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies. INTERPERSONAL@ICMI 2015: 35-40
[c2]
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Michal Muszynski, Theodoros Kostoulas, Guillaume Chanel, Patrizia Lombardo, Thierry Pun:
Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection. ICMI 2015: 235-238
[c1]
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  - conf/qomex/KostoulasCMLP15
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Theodoros Kostoulas, Guillaume Chanel, Michal Muszynski, Patrizia Lombardo, Thierry Pun:
Identifying aesthetic highlights in movies from clustering of physiological and behavioral signals. QoMEX 2015: 1-6
2014
[j1]
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  - journals/amcs/MuszynskiO14
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Michal Muszynski, Stanislaw Osowski:
Data mining methods for gene selection on the basis of gene expression arrays. Int. J. Appl. Math. Comput. Sci. 24(3): 657-668 (2014)

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