Search Results - "Trovo, Francesco"

Sliding-Window Thompson Sampling for Non-Stationary Settings by Trovo, Francesco, Paladino, Stefano, Restelli, Marcello, Gatti, Nicola

“…Multi-Armed Bandit (MAB) techniques have been successfully applied to many classes of sequential decision problems in the past decades. However, non-stationary…”
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A multivariate approach for fuzzy prediction interval design and its application for a climatization system forecasting by Cartagena, Oscar, Trovò, Francesco, Sáez, Doris

“…The existing uncertainties present during the operation of dynamic processes could affect the performance of modeling systems, control strategies, and fault…”
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Adapting bandit algorithms for settings with sequentially available arms by Gabrielli, Marco, Antonelli, Manuela, Trovò, Francesco

“…Many real-world applications involve a sequential decision-making process where the options presented simultaneously. However, other applications, such as,…”
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Online joint bid/daily budget optimization of Internet advertising campaigns by Nuara, Alessandro, Trovò, Francesco, Gatti, Nicola, Restelli, Marcello

“…Pay-per-click advertising includes various formats (e.g., search, contextual, social) with a total investment of more than 200 billion USD per year worldwide…”
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IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems by Fedeli, Filippo, Metelli, Alberto Maria, Trovo, Francesco, Restelli, Marcello

“…Distribution drift is an important issue for practical applications of machine learning (ML). In particular, in streaming ML, the data distribution may change…”
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ARLO: A framework for Automated Reinforcement Learning by Mussi, Marco, Lombarda, Davide, Metelli, Alberto Maria, Trovó, Francesco, Restelli, Marcello

“…Automated Reinforcement Learning (AutoRL) is a relatively new area of research that is gaining increasing attention. The objective of AutoRL consists in easing…”
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A voltage dynamic-based state of charge estimation method for batteries storage systems by Mussi, Marco, Pellegrino, Luigi, Restelli, Marcello, Trovò, Francesco

“…In recent years, the use of Lithium-ion batteries in smart power systems and hybrid/electric vehicles has become increasingly popular since they provide a…”
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Truthful learning mechanisms for multi-slot sponsored search auctions with externalities by Gatti, Nicola, Lazaric, Alessandro, Rocco, Marco, Trovò, Francesco

“…Sponsored Search Auctions (SSAs) constitute one of the most successful applications of microeconomic mechanisms. In mechanism design, auctions are usually…”
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An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks by Roveri, Manuel, Trovò, Francesco

“…Cognitive fault detection and diagnosis systems are systems able to provide timely information about possibly occurring faults without requiring any a priori…”
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A Reinforcement Learning controller optimizing costs and battery State of Health in smart grids by Mussi, Marco, Pellegrino, Luigi, Pindaro, Oscar Francesco, Restelli, Marcello, Trovò, Francesco

“…Smart Grids are the evolution of traditional electric grids and allow two-way flows of electricity and information between different actors. At the edge of…”
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Evolving Fuzzy Prediction Intervals in Nonstationary Environments by Cartagena, Oscar, Trovo, Francesco, Roveri, Manuel, Saez, Doris

“…This work aims at designing a novel evolving fuzzy prediction interval able to model nonlinear time-variant systems. To achieve this goal, we integrate a…”
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The EU-funded I3LUNG Project: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy by Prelaj, Arsela, Ganzinelli, Monica, Trovo’, Francesco, Roisman, Laila C., Pedrocchi, Alessandra Laura Giulia, Kosta, Sokol, Restelli, Marcello, Ambrosini, Emilia, Broggini, Massimo, Pravettoni, Gabriella, Monzani, Dario, Nuara, Alessandro, Amat, Ramon, Spathas, Nikos, Willis, Michael, Pearson, Alexander, Dolezal, James, Mazzeo, Laura, Sangaletti, Sabina, Correa, Ana Maria, Aguaron, Alfonso, Watermann, Iris, Popa, Crina, Raimondi, Giulia, Triulzi, Tiziana, Steurer, Stefan, Lo Russo, Giuseppe, Linardou, Helena, Peled, Nir, Felip, Enriqueta, Reck, Martin, Garassino, Marina Chiara

“…Although immunotherapy (IO) has changed the paradigm for the treatment of patients with advanced non-small cell lung cancers (aNSCLC), only around 30% to 50%…”
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Machine Learning Using Real-World and Translational Data to Improve Treatment Selection for NSCLC Patients Treated with Immunotherapy by Prelaj, Arsela, Boeri, Mattia, Robuschi, Alessandro, Ferrara, Roberto, Proto, Claudia, Lo Russo, Giuseppe, Galli, Giulia, De Toma, Alessandro, Brambilla, Marta, Occhipinti, Mario, Manglaviti, Sara, Beninato, Teresa, Bottiglieri, Achille, Massa, Giacomo, Zattarin, Emma, Gallucci, Rosaria, Galli, Edoardo Gregorio, Ganzinelli, Monica, Sozzi, Gabriella, de Braud, Filippo G M, Garassino, Marina Chiara, Restelli, Marcello, Pedrocchi, Alessandra Laura Giulia, Trovo', Francesco

“…(1) Background: In advanced non-small cell lung cancer (aNSCLC), programmed death ligand 1 (PD-L1) remains the only biomarker for candidate patients to…”
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PEOPLE (NTC03447678), a phase II trial to test pembrolizumab as first-line treatment in patients with advanced NSCLC with PD-L1 <50%: a multiomics analysis by Lo Russo, Giuseppe, Prelaj, Arsela, Dolezal, James, Beninato, Teresa, Agnelli, Luca, Triulzi, Tiziana, Fabbri, Alessandra, Lorenzini, Daniele, Ferrara, Roberto, Brambilla, Marta, Occhipinti, Mario, Mazzeo, Laura, Provenzano, Leonardo, Spagnoletti, Andrea, Viscardi, Giuseppe, Sgambelluri, Francesco, Brich, Silvia, Miskovic, Vanja, Pedrocchi, Alessandra Laura Giulia, Trovo', Francesco, Manglaviti, Sara, Giani, Claudia, Ambrosini, Paolo, Leporati, Rita, Franza, Andrea, McCulloch, John, Torelli, Tommaso, Anichini, Andrea, Mortarini, Roberta, Trinchieri, Giorgio, Pruneri, Giancarlo, Torri, Valter, De Braud, Filippo, Proto, Claudia, Ganzinelli, Monica, Garassino, Marina Chiara

“…BackgroundChemoimmunotherapy represents the standard of care for patients with advanced non-small cell lung cancer (NSCLC) and programmed death-ligand 1…”
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Integrating clinical and biological prognostic biomarkers in patients with advanced NSCLC treated with immunotherapy: the DEMo score system by Prelaj, Arsela, Proto, Claudia, Lo Russo, Giuseppe, Signorelli, Diego, Ferrara, Roberto, Mensah, Mavis, Galli, Giulia, De Toma, Alessandro, Viscardi, Giuseppe, Brambilla, Marta, Lobefaro, Riccardo, Trevisan, Benedetta, Trovò, Francesco, Torri, Valter, Sozzi, Gabriella, Garassino, Marina Chiara, Boeri, Mattia

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Edificios de piedra australianos: naturaleza, degradación y conservación by Trovò, Francesco

“…La contribución trata sobre los edificios de piedra en Melbourne y Sydney construidos a partir de la segunda mitad del siglo XIX. Se reportan los resultados de…”
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Protecting the historic centre of Venice. A coordinated analysis of the physical and perceived wear processes to define mitigating actions by Renata Codello, Paolo Gasparoli, Anna Teresa Ronchi, Fabiana Pianezze, Giulia Totaro, Francesco Trovò

“…The research aims to identify "physical" and "perceptual" wear factors of the historic center of Venice (with particular attention to the effects of…”
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Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback by Gasparini, Margherita, Nuara, Alessandro, Trovo, Francesco, Gatti, Nicola, Restelli, Marcello

“…In the last two decades, online advertising has become the most effective way to sponsor a product or an event. The success of this advertising format is…”
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La arquitectura de Venecia entre transformación y protección (1984-2001) by Trovò, Francesco

“…Después de la 'trágica inundación de 1966 que mostró a los ojos de mundo la fragilidad de Venecia, el estado italiano ha financiado varias intervenciones para…”
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The impact of decision tools during oncological consultation with lung cancer patients: A systematic review within the I3LUNG project by Sebri, Valeria, Marzorati, Chiara, Dorangricchia, Patrizia, Monzani, Dario, Grasso, Roberto, Prelaj, Arsela, Provenzano, Leonardo, Mazzeo, Laura, Dumitrascu, Andra Diana, Sonnek, Jana, Szewczyk, Marlen, Watermann, Iris, Trovò, Francesco, Dollis, Nina, Sarris, Evangelos, Garassino, Marina Chiara, Bestvina, Christine M., Pedrocchi, Alessandra, Ambrosini, Emilia, Kosta, Sokol, Felip, Enriqueta, Soleda, Mireia, Roca, Aina Arbusà, Rodríguez‐Morató, Jose, Nuara, Alessandro, Lourie, Yonah, Fernandez‐Pinto, Melissa, Aguaron, Alfonso, Pravettoni, Gabriella

“…Introduction To date, lung cancer is one of the most lethal diagnoses worldwide. A variety of lung cancer treatments and modalities are available, which are…”
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