Search Results - "Muszynski, Michal"

Recognizing Induced Emotions of Movie Audiences from Multimodal Information by Muszynski, Michal, Tian, Leimin, Lai, Catherine, Moore, Johanna D., Kostoulas, Theodoros, Lombardo, Patrizia, Pun, Thierry, Chanel, Guillaume

“…Recognizing emotional reactions of movie audiences to affective movie content is a challenging task in affective computing. Previous research on induced…”
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Trimodal prediction of speaking and listening willingness to help improve turn-changing modeling by Ishii, Ryo, Ren, Xutong, Muszynski, Michal, Morency, Louis-Philippe

“…Participants in a conversation must carefully monitor the turn-management (speaking and listening) willingness of other conversational partners and adjust…”
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Editorial: Harnessing physiological synchronization and hyperscanning to enhance collaboration and communication by Novak, Vesna Dominika, Kostoulas, Theodoros, Muszynski, Michal, Cinel, Caterina, Nijholt, Anton

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Multimodal Remote Home Monitoring of Lung Transplant Recipients during COVID-19 Vaccinations: Usability Pilot Study of the COVIDA Desk Incorporating Wearable Devices by Schuurmans, Macé M, Muszynski, Michal, Li, Xiang, Marcinkevičs, Ričards, Zimmerli, Lukas, Monserrat Lopez, Diego, Michel, Bruno, Weiss, Jonas, Hage, René, Roeder, Maurice, Vogt, Julia E, Brunschwiler, Thomas

“…: Remote patient monitoring (RPM) of vital signs and symptoms for lung transplant recipients (LTRs) has become increasingly relevant in many situations…”
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Flood mapping using Sentinel-1 images and light-weight U-Nets trained on synthesized events by Zortea, Maciel, Muszynski, Michal, Fraccaro, Paolo, Weiss, Jonas

“…Floods cause loss of lives and multi-billion dollar damages every year. When these events strike, automated tools using remote sensing for quick mapping of the…”
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Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events by Zortea, Maciel, Muszynski, Michal, Fraccaro, Paolo, Weiss, Jonas

“…Floods cause loss of lives and multibillion dollar damages every year. When these events strike, automated tools using remote sensing for quick mapping of the…”
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Probing neurodynamics of experienced emotions—a Hitchhiker’s guide to film fMRI by Morgenroth, Elenor, Vilaclara, Laura, Muszynski, Michal, Gaviria, Julian, Vuilleumier, Patrik, Van De Ville, Dimitri

“…Abstract Film functional magnetic resonance imaging (fMRI) has gained tremendous popularity in many areas of neuroscience. However, affective neuroscience…”
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Accelerated estimation of coffee sensory profiles using an AI-assisted electronic tongue by Gabrieli, Gianmarco, Muszynski, Michal, Thomas, Edouard, Labbe, David, Ruch, Patrick W.

“…The use of a miniaturized potentiometric electronic tongue based on low-selective polymeric sensors was demonstrated for the discrimination and sensory…”
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Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water by Gabrieli, Gianmarco, Muszynski, Michal, Ruch, Patrick W.

“…A proof-of-concept system comprising a miniaturized sensor array, feature extraction and machine learning pipeline was evaluated for the direct quantification…”
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Geert Wilders i nacjonalizm w Królestwie Niderlandów by Michał Muszyński

“…This paper describes the problem of nationalism in the Kingdom of the Netherlands. The phenomenon of Geert Wilders, the founder of the Party for Freedom and…”
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Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids by Muszynski, Michal, Gabrieli, Gianmarco, Zimmerli, Lukas, Temiz, Yuksel, Heller, Ralph, Cox, Aaron, Matsumoto, Keiji, Kaneda, Kitahiro, Ruch, Patrick W.

“…The design of cost-effective and rapid screening sensing systems is key to deliver alternative tools for chemical analysis. Electronic tongues can distinguish…”
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Data mining methods for gene selection on the basis of gene expression arrays by Muszyński, Michał, Osowski, Stanisław

“…The paper presents data mining methods applied to gene selection for recognition of a particular type of prostate cancer on the basis of gene expression…”
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A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines by Gabrieli, Gianmarco, Muszynski, Michal, Ruch, Patrick W

“…Potentiometric electronic tongues (ETs) leveraging trends in miniaturization and internet of things (IoT) bear promise for facile mobile chemical analysis of…”
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Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation by Jakubik, Johannes, Muszynski, Michal, Vössing, Michael, Kühl, Niklas, Brunschwiler, Thomas

“…Climate change results in an increased probability of extreme weather events that put societies and businesses at risk on a global scale. Therefore, near…”
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A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines by Gabrieli, Gianmarco, Muszynski, Michal, Ruch, Patrick W.

“…Potentiometric electronic tongues (ETs) leveraging trends in miniaturization and internet of things (IoT) bear promise for facile mobile chemical analysis of…”
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Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods by Zortea, Maciel, Fraccaro, Paolo, Brunschwiler, Thomas, Muszynski, Michal, Weiss, Jonas

“…Surface water mapping in satellite images enables flood monitoring, a task with increasing importance under changing climate conditions. Current segmentation…”
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Cough Diary based on Sound Classification, Source Validation and Event Detection by Muszynski, Michal, Okyere, Jeffrey, Mahindru, Ruchi, Brunschwiler, Thomas

“…Coughing is a cardinal symptom of pulmonary and respiratory diseases, such as asthma, tuberculosis, chronic obstructive pulmonary disease, as well as…”
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Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation by Jakubik, Johannes, Muszynski, Michal, Vossing, Michael, Kuhl, Niklas, Brunschwiler, Thomas

“…Climate change results in an increased probability of extreme weather events that put societies and businesses at risk on a global scale. Therefore, near…”
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Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters? by Muszynski, Michal, Holzer, Tobias, Weiss, Jonas, Fraccaro, Paolo, Zortea, Maciel, Brunschwiler, Thomas

“…Floods are among the most costly weather hazards for societies and businesses globally. With increasing global warming, these events have become even more…”
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Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation by Muszynski, Michal, Klein, Levente, da Silva, Ademir Ferreira, Atluri, Anjani Prasad, Gomes, Carlos, Szwarcman, Daniela, Singh, Gurkanwar, Gu, Kewen, Zortea, Maciel, Simumba, Naomi, Fraccaro, Paolo, Singh, Shraddha, Meliksetian, Steve, Watson, Campbell, Kimura, Daiki, Srinivasan, Harini

“…Global vegetation structure mapping is critical for understanding the global carbon cycle and maximizing the efficacy of nature-based carbon sequestration…”
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