Search Results - "Rundo, Francesco"

Deep LSTM with Reinforcement Learning Layer for Financial Trend Prediction in FX High Frequency Trading Systems by Rundo, Francesco

“…High-frequency trading is a method of intervention on the financial markets that uses sophisticated software tools, and sometimes also hardware, with which to…”
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Intelligent Real-Time Deep System for Robust Objects Tracking in Low-Light Driving Scenario by Rundo, Francesco

“…The detection of moving objects, animals, or pedestrians, as well as static objects such as road signs, is one of the fundamental tasks for assisted or…”
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An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment by Rundo, Francesco, Conoci, Sabrina, Ortis, Alessandro, Battiato, Sebastiano

“…Physiological signals are widely used to perform medical assessment for monitoring an extensive range of pathologies, usually related to cardio-vascular…”
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Virtual Reality for the Rehabilitation of Acquired Cognitive Disorders: A Narrative Review by Catania, Valentina, Rundo, Francesco, Panerai, Simonetta, Ferri, Raffaele

“…This review article explores the use of Virtual Reality (VR) technology in cognitive rehabilitation for individuals with neurological conditions, such as…”
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Remote Home-Based Virtual Training of Functional Living Skills for Adolescents and Young Adults With Intellectual Disability: Feasibility and Preliminary Results by Panerai, Simonetta, Catania, Valentina, Rundo, Francesco, Ferri, Raffaele

“…Virtual Reality (VR) is acquiring increasing credibility as a tool for teaching independent living skills to people with Intellectual Disability (ID)…”
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Advanced Bio-Inspired System for Noninvasive Cuff-Less Blood Pressure Estimation from Physiological Signal Analysis by Rundo, Francesco, Ortis, Alessandro, Battiato, Sebastiano, Conoci, Sabrina

“…Blood Pressure (BP) is one of the most important physiological indicators that provides useful information in the field of health-care monitoring. Blood…”
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Functional Living Skills in Patients with Major Neurocognitive Disorder Due to Degenerative or Non-Degenerative Conditions: Effectiveness of a Non-Immersive Virtual Reality Training by Panerai, Simonetta, Catania, Valentina, Rundo, Francesco, Tasca, Domenica, Musso, Sabrina, Babiloni, Claudio, Prestianni, Giuseppina, Muratore, Stefano, Ferri, Raffaele

“…Virtual reality has gained attention as an effective tool for cognitive, motor, and daily activity rehabilitation in patients with major neurocognitive…”
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Image CAPTCHAs: When Deep Learning Breaks the Mold by Moradi, Morteza, Moradi, Mohammad, Palazzo, Simone, Rundo, Francesco, Spampinato, Concetto

“…While text-based CAPTCHAs have been the predominant type of human interaction proofs (HIPs) for many years, image recognition challenges have also gained…”
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Functional Living Skills: A Non-Immersive Virtual Reality Training for Individuals with Major Neurocognitive Disorders by Panerai, Simonetta, Gelardi, Donatella, Catania, Valentina, Rundo, Francesco, Tasca, Domenica, Musso, Sabrina, Prestianni, Giuseppina, Muratore, Stefano, Babiloni, Claudio, Ferri, Raffaele

“…The loss of functional living skills (FLS) is an essential feature of major neurocognitive disorders (M-NCD); virtual reality training (VRT) offers many…”
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Advanced eNose-Driven Pedestrian Tracking Pipeline for Intelligent Car Driver Assisting System: Preliminary Results by Rundo, Francesco, Anfuso, Ilaria, Amore, Maria Grazia, Ortis, Alessandro, Messina, Angelo, Conoci, Sabrina, Battiato, Sebastiano

“…From a biological point of view, alcohol human attentional impairment occurs before reaching a Blood Alcohol Content (BAC index) of 0.08% (0.05% under the…”
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Grid Trading System Robot (GTSbot): A Novel Mathematical Algorithm for trading FX Market by Rundo, Francesco, Trenta, Francesca, Agatino Luigi di Stallo, Battiato, Sebastiano

“…Grid algorithmic trading has become quite popular among traders because it shows several advantages with respect to similar approaches. Basically, a grid…”
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Adherence to abiraterone or enzalutamide in elderly metastatic castration-resistant prostate cancer by Banna, Giuseppe L., Urzia, Valeria, Benanti, Chiara, Pitrè, Alessandra, Lipari, Helga, Di Quattro, Rosario, De Giorgi, Ugo, Schepisi, Giuseppe, Basso, Umberto, Bimbatti, Davide, Rundo, Francesco, Libra, Massimo, Malatino, Lorenzo

“…Purpose To evaluate adherence to abiraterone or enzalutamide for the treatment of metastatic castration-resistant prostate cancer (mCRPC). Methods In an…”
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Characterization of SiPMs With NIR Long-Pass Interferential and Plastic Filters by Mazzillo, Massimo, Maddiona, Lidia, Rundo, Francesco, Sciuto, Antonella, Libertino, Sebania, Lombardo, Salvatore, Fallica, Giorgio

“…In this paper, we report on the performances of silicon photomultipliers (SiPMs) with commercial long-pass interferential and plastic filters integrated on the…”
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Editorial: Bio-Inspired Physiological Signal(s) and Medical Image(s) Neural Processing Systems Based on Deep Learning and Mathematical Modeling for Implementing Bio-Engineering Applications in Medical and Industrial Fields by Rundo, Francesco, Banna, Giuseppe Luigi, Spampinato, Concetto, Conoci, Sabrina

“…Editorial on the Research Topic Bio-Inspired Physiological Signal(s) and Medical Image(s) Neural Processing Systems Based on Deep Learning and Mathematical…”
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Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System by Rundo, Francesco, Trenta, Francesca, Di Stallo, Agatino Luigi, Battiato, Sebastiano

“…Stock market prediction and trading has attracted the effort of many researchers in several scientific areas because it is a challenging task due to the high…”
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Comparison between an automatic and a visual scoring method of the chin muscle tone during rapid eye movement sleep by Ferri, Raffaele, Gagnon, Jean-François, Postuma, Ronald B, Rundo, Francesco, Montplaisir, Jacques Y

“…Abstract Objective To compare two different methods, one visual and the other automatic, for the quantification of rapid eye movement (REM) sleep without…”
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Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case by Rundo, Francesco, Conoci, Sabrina, Spampinato, Concetto, Leotta, Roberto, Trenta, Francesca, Battiato, Sebastiano

“…In recent years, the automotive field has been changed by the accelerated rise of new technologies. Specifically, autonomous driving has revolutionized the car…”
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An Innovative Deep Learning Algorithm for Drowsiness Detection from EEG Signal by Rundo, Francesco, Rinella, Sergio, Massimino, Simona, Coco, Marinella, Fallica, Giorgio, Parenti, Rosalba, Conoci, Sabrina, Perciavalle, Vincenzo

“…The development of detection methodologies for reliable drowsiness tracking is a challenging task requiring both appropriate signal inputs and accurate and…”
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A Benchmark Evaluation of Adaptive Image Compression for Multi Picture Object Stereoscopic Images by Ortis, Alessandro, Grisanti, Marco, Rundo, Francesco, Battiato, Sebastiano

“…A stereopair consists of two pictures related to the same subject taken by two different points of view. Since the two images contain a high amount of…”
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The Promise of Digital Biopsy for the Prediction of Tumor Molecular Features and Clinical Outcomes Associated With Immunotherapy by Banna, Giuseppe Luigi, Olivier, Timothée, Rundo, Francesco, Malapelle, Umberto, Fraggetta, Filippo, Libra, Massimo, Addeo, Alfredo

“…Immunotherapy by immune checkpoint inhibitors has emerged as an effective treatment for a slight proportion of patients with aggressive tumors. Currently, some…”
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