Sfoglia per Autore
Classification of nasal pathologies: Enhancing Machine Learning with Computational Fluid Dynamics
2023-01-01 Quadrio, M.; Schillaci, A.; Boracchi, G.
Anomaly Detection in Optical Spectra Via Joint Optimization
2023-01-01 Rizzo, Antonino Maria; Magri, Luca; Invernizzi, Pietro; Sozio, Enrico; Piciaccia, Stefano; Tanzi, Alberto; Binetti, Stefano; Alippi, Cesare; Boracchi, Giacomo
Kernel QuantTree
2023-01-01 Stucchi, D.; Rizzo, P.; Folloni, N.; Boracchi, G.
On-Device Personalization for Human Activity Recognition on STM32
2023-01-01 Craighero, Michele; Quarantiello, Davide; Rossi, Beatrice; Carrera, Diego; Fragneto, Pasqualina; Boracchi, Giacomo
Multi-body Depth and Camera Pose Estimation from Multiple Views
2023-01-01 Dal Cin, Andrea Porfiri; Boracchi, Giacomo; Magri, Luca
Adversarial scratches: Deployable attacks to CNN classifiers
2023-01-01 Giulivi, Loris; Jere, Malhar; Rossi, Loris; Koushanfar, Farinaz; Ciocarlie, Gabriela; Hitaj, Briland; Boracchi, Giacomo
Self-Similarity Block for Deep Image Denoising
2023-01-01 Peretti, Edoardo; Stucchi, Diego; Carrera, Diego; Boracchi, Giacomo
Multimodal Batch-Wise Change Detection
2023-01-01 Stucchi, D.; Magri, L.; Carrera, D.; Boracchi, G.
Extracting a functional representation from a dictionary for non-rigid shape matching
2023-01-01 Colombo, Michele; Boracchi, Giacomo; Melzi, Simone
Hashing for Structure-Based Anomaly Detection
2023-01-01 Leveni, F.; Magri, L.; Alippi, C.; Boracchi, G.
Event Detection in Optical Signals via Domain Adaptation
2023-01-01 Rizzo, A. M.; Magri, L.; Invernizzi, P.; Sozio, E.; Aquaro, G.; Binetti, S.; Alippi, C.; Boracchi, G.
Image Retrieval in Semiconductor Manufacturing
2023-01-01 Gatta, G. G.; Carrera, D.; Rossi, B.; Fragneto, P.; Boracchi, G.
AI, Machine Learning e Data Mining
2022-01-01 Bonarini, Andrea; Alippi, Cesare; Colombetti, Marco; Amigoni, Francesco; Boracchi, Giacomo; Caglioti, Vincenzo; Gini, Giuseppina; Loiacono, Daniele; Matteucci, Matteo; Restelli, Marcello; Roveri, Manuel; Schiaffonati, Viola
Multi-body Self-Calibration
2022-01-01 PORFIRI Dal CIN, Andrea; Boracchi, Giacomo; Magri, Luca
AUTOMATIC TREND IDENTIFICATION AND ANOMALY DETECTION IN OPTICAL CHANNEL MONITORING SPECTRUM
2022-01-01 Alippi, C.; Boracchi, G.; Rizzo, A. M.; Magri, L.; Sozio, E.; Acharjee, P.; Invernizzi, P.; Piciaccia, S.
Class Distribution Monitoring for Concept Drift Detection
2022-01-01 Stucchi, Diego; Frittoli, Luca; Boracchi, Giacomo
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability
2022-01-01 Gavarini, G.; Stucchi, D.; Ruospo, A.; Boracchi, G.; Sanchez, E.
A CFD-Augmented Machine-Learning Approach for the Classification of Nasal Pathologies
2022-01-01 Schillaci, A.; Boracchi, G.; Pipolo, C.; Quadrio, M.
PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps
2022-01-01 Colombo, Michele; Boracchi, Giacomo; Melzi, Simone
The role of diversity and ensemble learning in credit card fraud detection
2022-01-01 Paldino, G. M.; Lebichot, B.; Le Borgne, Y. -A.; Siblini, W.; Oble, F.; Boracchi, G.; Bontempi, G.
Known and unknown event detection in OTDR traces by deep learning networks
2022-01-01 Rizzo, Am; Magri, L; Rutigliano, D; Invernizzi, P; Sozio, E; Alippi, C; Binetti, S; Boracchi, G
Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM
2022-01-01 Bionda, Andrea; Frittoli, Luca; Boracchi, Giacomo
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree
2022-01-01 Frittoli, Luca; Carrera, Diego; Boracchi, Giacomo
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models
2022-01-01 Soldevila, A.; Boracchi, G.; Roveri, M.; Tornil-Sin, S.; Puig, V.
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering
2022-01-01 Bolchini, C.; Boracchi, G.; Cassano, L.; Miele, A.; Stucchi, D.
The Human Nasal Cavity: Towards the Optimal Surgery with CFD and Machine Learning
2021-01-01 Schillaci, A.; Butera, L.; Romani, G.; Pipolo, C.; Felisati, G.; Restelli, M.; Boracchi, G.; Quadrio, M.
Event-Detection Deep Neural Network for OTDR Trace Analysis
2021-01-01 Rutigliano, Davide; Boracchi, Giacomo; Invernizzi, Pietro; Sozio, Enrico; Alippi, Cesare; Binetti, Stefano
MultiLink: Multi-class Structure Recovery via Agglomerative Clustering and Model Selection
2021-01-01 Magri, L.; Leveni, F.; Boracchi, G.
Change detection in multivariate datastreams controlling false alarms
2021-01-01 Frittoli, Luca; Carrera, Diego; Boracchi, Giacomo
Synchronization of Group-labelled Multi-graphs
2021-01-01 Dal Cin, Andrea Porfiri; Magri, Luca; Arrigoni, Federica; Fusiello, Andrea; Boracchi, Giacomo
Exploiting History Data for Nonstationary Multi-armed Bandit
2021-01-01 Re, Gerlando; Chiusano, F.; Trovo', Francesco; Carrera, D.; Boracchi, G.; Restelli, M.
Inferring Functional Properties from Fluid Dynamics Features
2021-01-01 Schillaci, A.; Quadrio, M.; Pipolo, C.; Restelli, M.; Boracchi, G.
Deep Open-Set Recognition for Silicon Wafer Production Monitoring
2021-01-01 Frittoli, Luca; Carrera, Diego; Rossi, Beatrice; Fragneto, Pasqualina; Boracchi, Giacomo
A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks
2021-01-01 Stucchi, Diego; Corsini, A.; Genty, Goery; Boracchi, G.; Foi, Alessandro
PIF: Anomaly detection via preference embedding
2021-01-01 Leveni, Filippo; Magri, Luca; Boracchi, Giacomo; Alippi, Cesare
Perception Visualization: Seeing Through The Eyes Of a DNN
2021-01-01 Giulivi, Loris; Carman, Mark; Boracchi, Giacomo
Strengthening Sequential Side-Channel Attacks Through Change Detection
2020-01-01 Frittoli, Luca; Bocchi, Matteo; Mella, Silvia; Carrera, Diego; Rossi, Beatrice; Fragneto, Pasqualina; Susella, Ruggero; Boracchi, Giacomo
Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation
2020-01-01 Morbidelli, P.; Carrera, D.; Rossi, B.; Fragneto, P.; Boracchi, G.
On the Weighting for Convolutional Sparse Coding
2019-01-01 Carrera, Diego; Foi, Alessandro; Boracchi, Giacomo; Wohlberg, Brendt
Wafer defect map classification using sparse convolutional networks
2019-01-01 di Bella, R.; Carrera, D.; Rossi, B.; Fragneto, P.; Boracchi, G.
Online anomaly detection for long-term ECG monitoring using wearable devices
2019-01-01 Carrera, D.; Rossi, B.; Fragneto, P.; Boracchi, G.
METHOD AND SYSTEM FOR OBJECT DETECTION AND CLASSIFICATION
2018-01-01 Roveri, M.; Alippi, C.; Boracchi, G.; Basso, A.; Galimberti, M.
WAFER MANUFACTURING SYSTEM, DEVICE AND METHOD
2018-01-01 Boracchi, G.; Carrera, D.; Fragneto, P.; Rossi, B.; Moioli, L.; Fumagalli, M.; Tagliabue, E.; Giugni, P.; Aurigemma, A.
QuantTree: Histograms for change detection in multivariate data streams
2018-01-01 Boracchi, G.; Carrera, D.; Cervellera, C.; Maccio, D.
A wearable device for online and long-term ECG monitoring
2018-01-01 Longoni, M.; Carrera, D.; Rossi, B.; Fragneto, P.; Pessione, M.; Boracchi, G.
Dispositivo e procedimento di rilevazione
2017-01-01 Alippi, C.; Roveri, M.; Boracchi, G.; Basso, A.; Galimberti, M.
Dispositivo e procedimento di rilevazione
2017-01-01 Alippi, C.; Roveri, M.; Boracchi, G.; Basso, A.; Galimberti, M.
Hierarchical Change-Detection Tests
2017-01-01 Alippi, Cesare; Boracchi, Giacomo; Roveri, Manuel
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy
2017-01-01 Dal Pozzolo, Andrea; Boracchi, Giacomo; Caelen, Olivier; Alippi, Cesare; Bontempi, Gianluca
Uniform histograms for change detection in multivariate data
2017-01-01 Boracchi, Giacomo; Cervellera, Cristiano; Maccio, Danilo
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