Giacomo Boracchi

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 74

Top Venues

CoRR

IJCNN

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. CoRR (2024)
Loris Giulivi, Giacomo Boracchi
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet. CoRR (2024)
Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi
Composite convolution: A flexible operator for deep learning on 3D point clouds. Pattern Recognit. 153 (2024)
Michele Craighero, Davide Quarantiello, Beatrice Rossi, Diego Carrera, Pasqualina Fragneto, Giacomo Boracchi
On-Device Personalization for Human Activity Recognition on STM32. IEEE Embed. Syst. Lett. 16 (2) (2024)
Matteo Luperto, Marco Maria Ferrara, Giacomo Boracchi, Francesco Amigoni
Estimating Map Completeness in Robot Exploration. CoRR (2024)
Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. 18 (1) (2024)
Mariusz Wisniewski, Loris Giulivi, Giacomo Boracchi
SE3D: A Framework For Saliency Method Evaluation In 3D Imaging. CoRR (2024)
Loris Giulivi, Giacomo Boracchi
Explaining Multi-modal Large Language Models by Analyzing their Vision Perception. CoRR (2024)
Roberto Basla, Loris Giulivi, Luca Magri, Giacomo Boracchi
An expert-driven data generation pipeline for histological images. CoRR (2024)
Giuseppe Gianmarco Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Image Retrieval in Semiconductor Manufacturing. ICIAP (1) (2023)
Michele Colombo, Giacomo Boracchi, Simone Melzi
Extracting a functional representation from a dictionary for non-rigid shape matching. Comput. Graph. 113 (2023)
Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Gabriele Aquaro, Stefano Binetti, Cesare Alippi, Giacomo Boracchi
Event Detection in Optical Signals via Domain Adaptation. EUSIPCO (2023)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Michele Colombo, Giacomo Boracchi, Simone Melzi
Extracting a functional representation from a dictionary for non-rigid shape matching. CoRR (2023)
Diego Stucchi, Paolo Rizzo, Nicolò Folloni, Giacomo Boracchi
Kernel QuantTree. ICML (2023)
Andrea Porfiri Dal Cin, Giacomo Boracchi, Luca Magri
Multi-body Depth and Camera Pose Estimation from Multiple Views. ICCV (2023)
Edoardo Peretti, Diego Stucchi, Diego Carrera, Giacomo Boracchi
Self-Similarity Block for Deep Image Denoising. ICIAP (1) (2023)
Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela F. Ciocarlie, Briland Hitaj, Giacomo Boracchi
Adversarial scratches: Deployable attacks to CNN classifiers. Pattern Recognit. 133 (2023)
Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Stefano Piciaccia, Alberto Tanzi, Stefano Binetti, Cesare Alippi, Giacomo Boracchi
Anomaly Detection in Optical Spectra VIA Joint Optimization. ICASSP (2023)
Filippo Leveni, Luca Magri, Cesare Alippi, Giacomo Boracchi
Hashing for Structure-Based Anomaly Detection. ICIAP (2) (2023)
Diego Stucchi, Luca Magri, Diego Carrera, Giacomo Boracchi
Multimodal Batch-Wise Change Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela F. Ciocarlie, Briland Hitaj, Giacomo Boracchi
Adversarial Scratches: Deployable Attacks to CNN Classifiers. CoRR (2022)
Andrea Porfiri Dal Cin, Giacomo Boracchi, Luca Magri
Multi-body Self-Calibration. BMVC (2022)
Andrea Bionda, Luca Frittoli, Giacomo Boracchi
Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM. ICIAP (2) (2022)
G. Gavarini, Diego Stucchi, Annachiara Ruospo, Giacomo Boracchi, E. Sanchez
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability. IOLTS (2022)
Andrea Bionda, Luca Frittoli, Giacomo Boracchi
Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM. CoRR (2022)
Cristiana Bolchini, Giacomo Boracchi, Luca Cassano, Antonio Miele, Diego Stucchi
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering. IEEE Trans. Computers 71 (2) (2022)
Antonino Maria Rizzo, Luca Magri, Davide Rutigliano, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti, Giacomo Boracchi
Known and unknown event detection in OTDR traces by deep learning networks. Neural Comput. Appl. 34 (22) (2022)
Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Deep Open-Set Recognition for Silicon Wafer Production Monitoring. CoRR (2022)
Loris Giulivi, Mark James Carman, Giacomo Boracchi
Perception Visualization: Seeing Through the Eyes of a DNN. CoRR (2022)
Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Deep open-set recognition for silicon wafer production monitoring. Pattern Recognit. 124 (2022)
Diego Stucchi, Luca Frittoli, Giacomo Boracchi
Class Distribution Monitoring for Concept Drift Detection. CoRR (2022)
Adrià Soldevila, Giacomo Boracchi, Manuel Roveri, Sebastian Tornil-Sin, Vicenç Puig
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models. Neural Comput. Appl. 34 (6) (2022)
Diego Stucchi, Luca Frittoli, Giacomo Boracchi
Class Distribution Monitoring for Concept Drift Detection. IJCNN (2022)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree. CoRR (2022)
Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi
Composite Layers for Deep Anomaly Detection on 3D Point Clouds. CoRR (2022)
Michele Colombo, Giacomo Boracchi, Simone Melzi
PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps. STAG (2022)
Andrea Porfiri Dal Cin, Luca Magri, Federica Arrigoni, Andrea Fusiello, Giacomo Boracchi
Synchronization of Group-labelled Multi-graphs. ICCV (2021)
Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti
Event-Detection Deep Neural Network for OTDR Trace Analysis. EANN (2021)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Change Detection in Multivariate Datastreams Controlling False Alarms. ECML/PKDD (1) (2021)
Loris Giulivi, Mark J. Carman, Giacomo Boracchi
Perception Visualization: Seeing Through The Eyes Of a DNN. BMVC (2021)
Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli
Exploiting History Data for Nonstationary Multi-armed Bandit. ECML/PKDD (1) (2021)
Luca Magri, Filippo Leveni, Giacomo Boracchi
MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection. CVPR (2021)
Diego Stucchi, Andrea Corsini, Goëry Genty, Giacomo Boracchi, Alessandro Foi
A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks. MLSP (2021)
Andrea Schillaci, Maurizio Quadrio, Carlotta Pipolo, Marcello Restelli, Giacomo Boracchi
Inferring Functional Properties from Fluid Dynamics Features. ICPR (2020)
Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella, Giacomo Boracchi
Strengthening Sequential Side-Channel Attacks Through Change Detection. IACR Cryptol. ePrint Arch. 2020 (2020)
Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella, Giacomo Boracchi
Strengthening Sequential Side-Channel Attacks Through Change Detection. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020 (3) (2020)
Filippo Leveni, Luca Magri, Giacomo Boracchi, Cesare Alippi
PIF: Anomaly detection via preference embedding. ICPR (2020)
Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation. ICASSP (2020)
Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Wafer Defect Map Classification Using Sparse Convolutional Networks. ICIAP (2) (2019)
Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Online anomaly detection for long-term ECG monitoring using wearable devices. Pattern Recognit. 88 (2019)
Giacomo Boracchi, Lazaros S. Iliadis, Aristidis Likas
Editorial. Neural Comput. Appl. 31 (6) (2019)
Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò
QuantTree: Histograms for Change Detection in Multivariate Data Streams. ICML (2018)
Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi
A Wearable Device for Online and Long-Term ECG Monitoring. IJCAI (2018)
Giacomo Boracchi, Michalis P. Michaelides, Manuel Roveri
A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings. IEEE Trans. Syst. Man Cybern. Syst. 48 (3) (2018)
Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Diego Carrera, Giacomo Boracchi
Generating High-Dimensional Datastreams for Change Detection. Big Data Res. 11 (2018)
Diego Carrera, Fabio Manganini, Giacomo Boracchi, Ettore Lanzarone
Defect Detection in SEM Images of Nanofibrous Materials. IEEE Trans. Ind. Informatics 13 (2) (2017)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Process. Lett. 24 (10) (2017)
Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Domain Adaptation for Online ECG Monitoring. ICDM (2017)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Hierarchical Change-Detection Tests. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Giacomo Boracchi, Cristiano Cervellera, Danilo Macciò
Uniform histograms for change detection in multivariate data. IJCNN (2017)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Scale-invariant anomaly detection with multiscale group-sparse models. ICIP (2016)
Cesare Alippi, Giacomo Boracchi, Diego Carrera
CCM: Controlling the Change Magnitude in High Dimensional Data. INNS Conference on Big Data (2016)
Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg
Model Complexity, Regularization, and Sparsity [Guest Editorial]. IEEE Comput. Intell. Mag. 11 (4) (2016)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting. IEEE Syst. J. 10 (2) (2016)
Alessandro Foi, Giacomo Boracchi
Foveated Nonlocal Self-Similarity. Int. J. Comput. Vis. 120 (1) (2016)
Diego Carrera, Beatrice Rossi, Daniele Zambon, Pasqualina Fragneto, Giacomo Boracchi
ECG Monitoring in Wearable Devices by Sparse Models. ECML/PKDD (3) (2016)
Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI (2016)
Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. IEEE Trans. Mob. Comput. 15 (10) (2016)
Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. SSCI (2015)
Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi
Tampering Detection in Low-Power Smart Cameras. EANN (2015)
Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi, Gianluca Bontempi
Credit card fraud detection and concept-drift adaptation with delayed supervised information. IJCNN (2015)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Detecting anomalous structures by convolutional sparse models. IJCNN (2015)
Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg
Change detection in streams of signals with sparse representations. ICASSP (2014)
Giacomo Boracchi, Diego Carrera, Brendt Wohlberg
Novelty detection in images by sparse representations. IES (2014)
Alessandro Foi, Giacomo Boracchi
Nonlocal foveated principal components. SSP (2014)
Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. CoRR (2014)
Giacomo Boracchi, Michalis Michaelides, Manuel Roveri
A cognitive monitoring system for contaminant detection in intelligent buildings. IJCNN (2014)
Giacomo Boracchi, Manuel Roveri
Exploiting self-similarity for change detection. IJCNN (2014)
Giacomo Boracchi, Manuel Roveri
A reconfigurable and element-wise ICI-based change-detection test for streaming data. CIVEMSA (2014)
Giacomo Boracchi, Vicenç Puig, Manuel Roveri
A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks. AIAI (2013)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Just-In-Time Classifiers for Recurrent Concepts. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Alessandro Foi, Giacomo Boracchi
Anisotropically foveated nonlocal image denoising. ICIP (2013)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Ensembles of change-point methods to estimate the change point in residual sequences. Soft Comput. 17 (11) (2013)
Giacomo Boracchi, Alessandro Foi
Modeling the Performance of Image Restoration From Motion Blur. IEEE Trans. Image Process. 21 (8) (2012)
Matteo Maggioni, Giacomo Boracchi, Alessandro Foi, Karen O. Egiazarian
Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms. IEEE Trans. Image Process. 21 (9) (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Just-in-time ensemble of classifiers. IJCNN (2012)
Alessandro Foi, Giacomo Boracchi
Foveated self-similarity in nonlocal image filtering. Human Vision and Electronic Imaging (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. IJCNN (2012)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
An effective just-in-time adaptive classifier for gradual concept drifts. IJCNN (2011)
Federico Maggi, Simone Gasparini, Giacomo Boracchi
A fast eavesdropping attack against touchscreens. IAS (2011)
Stefano Maggi, Alberto Volpatto, Simone Gasparini, Giacomo Boracchi, Stefano Zanero
Poster: fast, automatic iPhone shoulder surfing. CCS (2011)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks. ICANN (2) (2011)
Giacomo Boracchi, Alessandro Foi
Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff. IEEE Trans. Image Process. 20 (2) (2011)
Matteo Maggioni, Giacomo Boracchi, Alessandro Foi, Karen O. Egiazarian
Video denoising using separable 4D nonlocal spatiotemporal transforms. Image Processing: Algorithms and Systems (2011)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
A hierarchical, nonparametric, sequential change-detection test. IJCNN (2011)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
A just-in-time adaptive classification system based on the intersection of confidence intervals rule. Neural Networks 24 (8) (2011)
Cesare Alippi, Giacomo Boracchi, Manuel Roveri
Change detection tests using the ICI rule. IJCNN (2010)
Cesare Alippi, Giacomo Boracchi, Romolo Camplani, Manuel Roveri
Detecting External Disturbances on the Camera Lens in Wireless Multimedia Sensor Networks. IEEE Trans. Instrum. Meas. 59 (11) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giacomo Boracchi