Search Results - "Zanca, Dario"

Gravitational models explain shifts on human visual attention by Zanca, Dario, Gori, Marco, Melacci, Stefano, Rufa, Alessandra

“…Visual attention refers to the human brain’s ability to select relevant sensory information for preferential processing, improving performance in visual and…”
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A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction by Scholl, Christoph, Tobola, Andreas, Ludwig, Klaus, Zanca, Dario, Eskofier, Bjoern M

“…Smart sensors are an integral part of the Fourth Industrial Revolution and are widely used to add safety measures to human-robot interaction applications. With…”
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A Machine Learning Approach for Detecting Cognitive Interference Based on Eye-Tracking Data by Rizzo, Antonio, Ermini, Sara, Zanca, Dario, Bernabini, Dario, Rossi, Alessandro

“…The Stroop test evaluates the ability to inhibit cognitive interference. This interference occurs when the processing of one stimulus characteristic affects…”
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Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen by Wehbi, Mohamad, Luge, Daniel, Hamann, Tim, Barth, Jens, Kaempf, Peter, Zanca, Dario, Eskofier, Bjoern M.

“…Efficient handwriting trajectory reconstruction (TR) requires specific writing surfaces for detecting movements of digital pens. Although several motion-based…”
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Assessing the Performance of Remaining Time Prediction Methods for Business Processes by Roider, Johannes, Nguyen, An, Zanca, Dario, Eskofier, Bjoern M.

“…The prediction of the remaining time for business processes is a major task in predictive process monitoring (PPM). In the last years, various machine learning…”
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An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems by Scholl, Christoph, Spiegler, Maximilian, Ludwig, Klaus, Eskofier, Bjoern M, Tobola, Andreas, Zanca, Dario

“…The advancement of embedded sensor systems allowed the monitoring of complex processes based on connected devices. As more and more data are produced by these…”
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Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task by Schlieper, Philipp, Dombrowski, Mischa, Nguyen, An, Zanca, Dario, Eskofier, Bjoern

“…Time series forecasting has witnessed a rapid proliferation of novel neural network approaches in recent times. However, performances in terms of benchmarking…”
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Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing by Zhdanov, Aleksei, Dolganov, Anton, Zanca, Dario, Borisov, Vasilii, Ronkin, Mikhail

“…The electroretinography (ERG) is a diagnostic test that measures the electrical activity of the retina in response to a light stimulus. The current ERG signal…”
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Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning by Zuerl, Matthias, Stoll, Philip, Brehm, Ingrid, Sueskind, Jonas, Raab, René, Petermann, Jan, Zanca, Dario, Simon, Ralph, von Fersen, Lorenzo, Eskofier, Bjoern

“…The welfare of animals under human care is often assessed by observing behaviours indicative of stress or discomfort, such as stereotypical behaviour (SB),…”
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PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears by Zuerl, Matthias, Dirauf, Richard, Koeferl, Franz, Steinlein, Nils, Sueskind, Jonas, Zanca, Dario, Brehm, Ingrid, Fersen, Lorenzo von, Eskofier, Bjoern

“…Automated monitoring systems have become increasingly important for zoological institutions in the study of their animals' behavior. One crucial processing…”
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Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning-A Study on Polar Bears by Zuerl, Matthias, Stoll, Philip, Brehm, Ingrid, Raab, René, Zanca, Dario, Kabri, Samira, Happold, Johanna, Nille, Heiko, Prechtel, Katharina, Wuensch, Sophie, Krause, Marie, Seegerer, Stefan, von Fersen, Lorenzo, Eskofier, Bjoern

“…The monitoring of animals under human care is a crucial tool for biologists and zookeepers to keep track of the animals' physical and psychological health…”
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Neurophthalmologic and Orthoptic Ambulatory Assessments Reveal Ocular and Visual Changes in Patients With Early Alzheimer and Parkinson's Disease by Bargagli, Alessia, Fontanelli, Enrica, Zanca, Dario, Castelli, Ilaria, Rosini, Francesca, Maddii, Silvia, Di Donato, Ilaria, Carluccio, Alessandra, Battisti, Carla, Tosi, Gian M., Dotti, Maria T., Rufa, Alessandra

“…Patients with Alzheimer's disease (AD) and Parkinson's disease (PD) develop a progressive decline of visual function. This condition aggravates overall…”
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System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data by Nguyen, An, Foerstel, Stefan, Kittler, Thomas, Kurzyukov, Andrey, Schwinn, Leo, Zanca, Dario, Hipp, Tobias, Da Jun, Sun, Schrapp, Michael, Rothgang, Eva, Eskofier, Bjoern

“…The most important goal of customer service is to keep the customer satisfied. However, service resources are always limited and must prioritize specific…”
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Gravitational Laws of Focus of Attention by Zanca, Dario, Melacci, Stefano, Gori, Marco

“…The understanding of the mechanisms behind focus of attention in a visual scene is a problem of great interest in visual perception and computer vision. In…”
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Local propagation of visual stimuli in focus of attention by Faggi, Lapo, Betti, Alessandro, Zanca, Dario, Melacci, Stefano, Gori, Marco

“…Fast reactions to changes in the surrounding visual environment require efficient attention mechanisms to reallocate computational resources to the most…”
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A unified computational framework for visual attention dynamics by Zanca, Dario, Gori, Marco, Rufa, Alessandra

“…Eye movements are an essential part of human vision as they drive the fovea and, consequently, selective visual attention toward a region of interest in space…”
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From patches to objects: exploiting spatial reasoning for better visual representations by Albert, Toni, Eskofier, Bjoern, Zanca, Dario

“…As the field of deep learning steadily transitions from the realm of academic research to practical application, the significance of self-supervised…”
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Exploring misclassifications of robust neural networks to enhance adversarial attacks by Schwinn, Leo, Raab, René, Nguyen, An, Zanca, Dario, Eskofier, Bjoern

“…Progress in making neural networks more robust against adversarial attacks is mostly marginal, despite the great efforts of the research community. Moreover,…”
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Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital by Förstel, Stefan, Förstel, Markus, Gallistl, Markus, Zanca, Dario, Eskofier, Bjoern M., Rothgang, Eva M.

“…Background: The integration of Hospital Information Systems (HIS) into healthcare delivery has significantly enhanced patient care and operational efficiency…”
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SVC-onGoing: Signature verification competition by Tolosana, Ruben, Vera-Rodriguez, Ruben, Gonzalez-Garcia, Carlos, Fierrez, Julian, Morales, Aythami, Ortega-Garcia, Javier, Carlos Ruiz-Garcia, Juan, Romero-Tapiador, Sergio, Rengifo, Santiago, Caruana, Miguel, Jiang, Jiajia, Lai, Songxuan, Jin, Lianwen, Zhu, Yecheng, Galbally, Javier, Diaz, Moises, Angel Ferrer, Miguel, Gomez-Barrero, Marta, Hodashinsky, Ilya, Sarin, Konstantin, Slezkin, Artem, Bardamova, Marina, Svetlakov, Mikhail, Saleem, Mohammad, Lia Szcs, Cintia, Kovari, Bence, Pulsmeyer, Falk, Wehbi, Mohamad, Zanca, Dario, Ahmad, Sumaiya, Mishra, Sarthak, Jabin, Suraiya

“…•SVC-onGoing is the first on-going competition for on-line signature verification.•Researchers can easily benchmark their systems using public databases and…”
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