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Giacomo Boracchi
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- affiliation: Polytechnic University of Milan, Italy
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2020 – today
- 2024
- [j32]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): 193-217 (2024) - [j31]Michele Craighero
On-Device Personalization for Human Activity Recognition on STM32. IEEE Embed. Syst. Lett. 16(2): 106-109 (2024) - [j30]Alberto Floris, Luca Frittoli
Composite convolution: A flexible operator for deep learning on 3D point clouds. Pattern Recognit. 153: 110557 (2024) - [c70]Yunkang Cao
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. ECCV (35) 2024: 55-72 - [c69]Andrea Porfiri Dal Cin
Revisiting Calibration of Wide-Angle Radially Symmetric Cameras. ECCV (36) 2024: 214-230 - [c68]Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Giacomo Boracchi:
Online Isolation Forest. ICML 2024 - [c67]Gianmarco Genalti, Gabriele Corbo, Tommaso Bianchi, Marco Missaglia, Luca Negri, Andrea Sala, Luca Magri, Giacomo Boracchi, Giovanni Miragliotta, Nicola Gatti:
Enhancing Manufacturing with AI-powered Process Design. IJCAI 2024: 8665-8668 - [c66]Loris Giulivi, Giacomo Boracchi:
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet. IJCNN 2024: 1-9 - [c65]Roberto Basla
An Expert-Driven Data Generation Pipeline for Histological Images. ISBI 2024: 1-5 - [i19]Loris Giulivi, Giacomo Boracchi:
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet. CoRR abs/2405.14563 (2024) - [i18]Mariusz Wisniewski, Loris Giulivi, Giacomo Boracchi:
SE3D: A Framework For Saliency Method Evaluation In 3D Imaging. CoRR abs/2405.14584 (2024) - [i17]Loris Giulivi, Giacomo Boracchi:
Explaining Multi-modal Large Language Models by Analyzing their Vision Perception. CoRR abs/2405.14612 (2024) - [i16]Roberto Basla, Loris Giulivi, Luca Magri, Giacomo Boracchi:
An expert-driven data generation pipeline for histological images. CoRR abs/2406.01403 (2024) - [i15]Matteo Luperto, Marco Maria Ferrara, Giacomo Boracchi, Francesco Amigoni:
Estimating Map Completeness in Robot Exploration. CoRR abs/2406.13482 (2024) - [i14]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 abs/2407.15795 (2024) - [i13]Michele Craighero, Sarah Solbiati, Federica Mozzini, Enrico G. Caiani, Giacomo Boracchi:
Deep Learning for identifying systolic complexes in SCG traces: a cross-dataset analysis. CoRR abs/2408.04439 (2024) - [i12]Michelangelo Olmo Nogara Notarianni, Filippo Leveni, Diego Stucchi, Luca Frittoli, Giacomo Boracchi:
Change Detection in Multivariate data streams: Online Analysis with Kernel-QuantTree. CoRR abs/2410.13778 (2024) - [i11]Aleksi Suonsivu, Lauri Salmela, Edoardo Peretti, Leevi Uosukainen, Radu Ciprian Bilcu, Giacomo Boracchi:
Time-Resolved MNIST Dataset for Single-Photon Recognition. CoRR abs/2410.16744 (2024) - 2023
- [j29]Michele Colombo, Giacomo Boracchi, Simone Melzi
Extracting a functional representation from a dictionary for non-rigid shape matching. Comput. Graph. 113: 43-56 (2023) - [j28]Loris Giulivi
Adversarial scratches: Deployable attacks to CNN classifiers. Pattern Recognit. 133: 108985 (2023) - [j27]Luca Frittoli
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree. IEEE Trans. Knowl. Data Eng. 35(8): 8328-8342 (2023) - [j26]Diego Stucchi
Multimodal Batch-Wise Change Detection. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6783-6797 (2023) - [c64]Antonino Maria Rizzo
Event Detection in Optical Signals via Domain Adaptation. EUSIPCO 2023: 1435-1439 - [c63]Antonino Maria Rizzo
Anomaly Detection in Optical Spectra VIA Joint Optimization. ICASSP 2023: 1-5 - [c62]Andrea Porfiri Dal Cin, Giacomo Boracchi, Luca Magri:
Multi-body Depth and Camera Pose Estimation from Multiple Views. ICCV 2023: 17758-17768 - [c61]Giuseppe Gianmarco Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Image Retrieval in Semiconductor Manufacturing. ICIAP (1) 2023: 1-13 - [c60]Filippo Leveni
Hashing for Structure-Based Anomaly Detection. ICIAP (2) 2023: 25-36 - [c59]Edoardo Peretti, Diego Stucchi, Diego Carrera, Giacomo Boracchi:
Self-Similarity Block for Deep Image Denoising. ICIAP (1) 2023: 26-38 - [c58]Diego Stucchi, Paolo Rizzo, Nicolò Folloni, Giacomo Boracchi:
Kernel QuantTree. ICML 2023: 32677-32697 - [i10]Michele Colombo, Giacomo Boracchi, Simone Melzi:
Extracting a functional representation from a dictionary for non-rigid shape matching. CoRR abs/2305.10332 (2023) - 2022
- [j25]Adrià Soldevila, Giacomo Boracchi
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models. Neural Comput. Appl. 34(6): 4759-4779 (2022) - [j24]Antonino Maria Rizzo
Known and unknown event detection in OTDR traces by deep learning networks. Neural Comput. Appl. 34(22): 19655-19673 (2022) - [j23]Luca Frittoli
Deep open-set recognition for silicon wafer production monitoring. Pattern Recognit. 124: 108488 (2022) - [j22]Cristiana Bolchini
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering. IEEE Trans. Computers 71(2): 282-295 (2022) - [c57]Andrea Porfiri Dal Cin, Giacomo Boracchi, Luca Magri:
Multi-body Self-Calibration. BMVC 2022: 471 - [c56]Michele Colombo, Giacomo Boracchi, Simone Melzi:
PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps. STAG 2022: 29-39 - [c55]Andrea Bionda, Luca Frittoli
Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM. ICIAP (2) 2022: 669-680 - [c54]Diego Stucchi, Luca Frittoli
Class Distribution Monitoring for Concept Drift Detection. IJCNN 2022: 1-8 - [c53]Gabriele Gavarini, Diego Stucchi, Annachiara Ruospo
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability. IOLTS 2022: 1-7 - [i9]Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela F. Ciocarlie, Briland Hitaj, Giacomo Boracchi:
Adversarial Scratches: Deployable Attacks to CNN Classifiers. CoRR abs/2204.09397 (2022) - [i8]Loris Giulivi, Mark James Carman, Giacomo Boracchi:
Perception Visualization: Seeing Through the Eyes of a DNN. CoRR abs/2204.09920 (2022) - [i7]Andrea Bionda, Luca Frittoli, Giacomo Boracchi:
Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM. CoRR abs/2208.14045 (2022) - [i6]Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Deep Open-Set Recognition for Silicon Wafer Production Monitoring. CoRR abs/2208.14071 (2022) - [i5]Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree. CoRR abs/2208.14801 (2022) - [i4]Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Composite Layers for Deep Anomaly Detection on 3D Point Clouds. CoRR abs/2209.11796 (2022) - [i3]Diego Stucchi, Luca Frittoli, Giacomo Boracchi:
Class Distribution Monitoring for Concept Drift Detection. CoRR abs/2210.08470 (2022) - 2021
- [c52]Loris Giulivi, Mark J. Carman, Giacomo Boracchi:
Perception Visualization: Seeing Through The Eyes Of a DNN. BMVC 2021: 105 - [c51]Luca Magri, Filippo Leveni
MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection. CVPR 2021: 1853-1862 - [c50]Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti:
Event-Detection Deep Neural Network for OTDR Trace Analysis. EANN 2021: 190-201 - [c49]Andrea Porfiri Dal Cin, Luca Magri, Federica Arrigoni
Synchronization of Group-labelled Multi-graphs. ICCV 2021: 6433-6443 - [c48]Diego Stucchi, Andrea Corsini
A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks. MLSP 2021: 1-6 - [c47]Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi
Exploiting History Data for Nonstationary Multi-armed Bandit. ECML/PKDD (1) 2021: 51-66 - [c46]Luca Frittoli
Change Detection in Multivariate Datastreams Controlling False Alarms. ECML/PKDD (1) 2021: 421-436 - 2020
- [j21]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): 1-21 (2020) - [c45]Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation. ICASSP 2020: 4067-4071 - [c44]Andrea Schillaci
Inferring Functional Properties from Fluid Dynamics Features. ICPR 2020: 4091-4098 - [c43]Filippo Leveni
PIF: Anomaly detection via preference embedding. ICPR 2020: 8077-8084 - [i2]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: 813 (2020)
2010 – 2019
- 2019
- [j20]Giacomo Boracchi
Editorial. Neural Comput. Appl. 31(6): 1679-1681 (2019) - [j19]Diego Carrera
Online anomaly detection for long-term ECG monitoring using wearable devices. Pattern Recognit. 88: 482-492 (2019) - [c42]Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Wafer Defect Map Classification Using Sparse Convolutional Networks. ICIAP (2) 2019: 125-136 - 2018
- [j18]Diego Carrera, Giacomo Boracchi
Generating High-Dimensional Datastreams for Change Detection. Big Data Res. 11: 11-21 (2018) - [j17]Andrea Dal Pozzolo
Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3784-3797 (2018) - [j16]Giacomo Boracchi
A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings. IEEE Trans. Syst. Man Cybern. Syst. 48(3): 433-447 (2018) - [c41]Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò:
QuantTree: Histograms for Change Detection in Multivariate Data Streams. ICML 2018: 638-647 - [c40]Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi
A Wearable Device for Online and Long-Term ECG Monitoring. IJCAI 2018: 5838-5840 - 2017
- [j15]Diego Carrera, Giacomo Boracchi
Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Process. Lett. 24(10): 1468-1472 (2017) - [j14]Diego Carrera, Fabio Manganini, Giacomo Boracchi
Defect Detection in SEM Images of Nanofibrous Materials. IEEE Trans. Ind. Informatics 13(2): 551-561 (2017) - [j13]Cesare Alippi, Giacomo Boracchi
Hierarchical Change-Detection Tests. IEEE Trans. Neural Networks Learn. Syst. 28(2): 246-258 (2017) - [c39]Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Domain Adaptation for Online ECG Monitoring. ICDM 2017: 775-780 - [c38]Giacomo Boracchi
Uniform histograms for change detection in multivariate data. IJCNN 2017: 1732-1739 - [e1]Giacomo Boracchi, Lazaros S. Iliadis, Chrisina Jayne, Aristidis Likas:
Engineering Applications of Neural Networks - 18th International Conference, EANN 2017, Athens, Greece, August 25-27, 2017, Proceedings. Communications in Computer and Information Science 744, Springer 2017, ISBN 978-3-319-65171-2 [contents] - 2016
- [j12]Cesare Alippi, Giacomo Boracchi
Model Complexity, Regularization, and Sparsity [Guest Editorial]. IEEE Comput. Intell. Mag. 11(4): 12-13 (2016) - [j11]Alessandro Foi
Foveated Nonlocal Self-Similarity. Int. J. Comput. Vis. 120(1): 78-110 (2016) - [j10]Cesare Alippi, Giacomo Boracchi
A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting. IEEE Syst. J. 10(2): 733-744 (2016) - [j9]Cesare Alippi, Maurizio Bocca, Giacomo Boracchi
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. IEEE Trans. Mob. Comput. 15(10): 2585-2598 (2016) - [c37]Diego Carrera, Giacomo Boracchi
Scale-invariant anomaly detection with multiscale group-sparse models. ICIP 2016: 3892-3896 - [c36]Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri:
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI 2016: 1368-1374 - [c35]Cesare Alippi, Giacomo Boracchi
CCM: Controlling the Change Magnitude in High Dimensional Data. INNS Conference on Big Data 2016: 216-225 - [c34]Diego Carrera, Beatrice Rossi, Daniele Zambon
ECG Monitoring in Wearable Devices by Sparse Models. ECML/PKDD (3) 2016: 145-160 - 2015
- [c33]Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi
Tampering Detection in Low-Power Smart Cameras. EANN 2015: 243-252 - [c32]Diego Carrera, Giacomo Boracchi
Detecting anomalous structures by convolutional sparse models. IJCNN 2015: 1-8 - [c31]Andrea Dal Pozzolo, Giacomo Boracchi
Credit card fraud detection and concept-drift adaptation with delayed supervised information. IJCNN 2015: 1-8 - [c30]Giacomo Boracchi
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation. SSCI 2015: 601-608 - 2014
- [c29]Giacomo Boracchi
A reconfigurable and element-wise ICI-based change-detection test for streaming data. CIVEMSA 2014: 58-63 - [c28]Cesare Alippi, Giacomo Boracchi
Change detection in streams of signals with sparse representations. ICASSP 2014: 5252-5256 - [c27]Giacomo Boracchi
Novelty detection in images by sparse representations. IES 2014: 47-54 - [c26]Giacomo Boracchi
A cognitive monitoring system for contaminant detection in intelligent buildings. IJCNN 2014: 69-76 - [c25]Giacomo Boracchi
Exploiting self-similarity for change detection. IJCNN 2014: 3339-3346 - [c24]Alessandro Foi
Nonlocal foveated principal components. SSP 2014: 145-148 - [i1]Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri:
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization. CoRR abs/1407.8509 (2014) - 2013
- [j8]Cesare Alippi, Giacomo Boracchi
Ensembles of change-point methods to estimate the change point in residual sequences. Soft Comput. 17(11): 1971-1981 (2013) - [j7]Cesare Alippi, Giacomo Boracchi
Just-In-Time Classifiers for Recurrent Concepts. IEEE Trans. Neural Networks Learn. Syst. 24(4): 620-634 (2013) - [c23]Alessandro Foi
Anisotropically foveated nonlocal image denoising. ICIP 2013: 464-468 - [c22]Giacomo Boracchi
A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks. AIAI 2013: 615-624 - 2012
- [j6]Giacomo Boracchi
Modeling the Performance of Image Restoration From Motion Blur. IEEE Trans. Image Process. 21(8): 3502-3517 (2012) - [j5]Matteo Maggioni, Giacomo Boracchi
Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms. IEEE Trans. Image Process. 21(9): 3952-3966 (2012) - [c21]Alessandro Foi
Foveated self-similarity in nonlocal image filtering. Human Vision and Electronic Imaging 2012: 829110 - [c20]Cesare Alippi, Giacomo Boracchi
Just-in-time ensemble of classifiers. IJCNN 2012: 1-8 - [c19]Cesare Alippi, Giacomo Boracchi
On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. IJCNN 2012: 1-8 - [p1]Cesare Alippi, Giacomo Boracchi
Wireless Sensor Networks for Monitoring Vineyards. ArtDeco 2012: 295-310 - 2011
- [j4]Cesare Alippi, Giacomo Boracchi
A just-in-time adaptive classification system based on the intersection of confidence intervals rule. Neural Networks 24(8): 791-800 (2011) - [j3]Giacomo Boracchi
Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff. IEEE Trans. Image Process. 20(2): 592-598 (2011) - [c18]Federico Maggi
A fast eavesdropping attack against touchscreens. IAS 2011: 320-325 - [c17]Stefano Maggi, Alberto Volpatto, Simone Gasparini, Giacomo Boracchi, Stefano Zanero:
Poster: fast, automatic iPhone shoulder surfing. CCS 2011: 805-808 - [c16]Cesare Alippi, Giacomo Boracchi
A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks. ICANN (2) 2011: 173-180 - [c15]Cesare Alippi, Giacomo Boracchi
An effective just-in-time adaptive classifier for gradual concept drifts. IJCNN 2011: 1675-1682 - [c14]Cesare Alippi, Giacomo Boracchi
A hierarchical, nonparametric, sequential change-detection test. IJCNN 2011: 2889-2896 - [c13]Matteo Maggioni, Giacomo Boracchi
Video denoising using separable 4D nonlocal spatiotemporal transforms. Image Processing: Algorithms and Systems 2011: 787003 - 2010
- [j2]Cesare Alippi, Giacomo Boracchi
Detecting External Disturbances on the Camera Lens in Wireless Multimedia Sensor Networks. IEEE Trans. Instrum. Meas. 59(11): 2982-2990 (2010) - [c12]Cesare Alippi, Giacomo Boracchi
Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management. ICANN (2) 2010: 458-467 - [c11]Cesare Alippi, Giacomo Boracchi
Change detection tests using the ICI rule. IJCNN 2010: 1-7
2000 – 2009
- 2009
- [j1]Giacomo Boracchi
Estimating the 3D direction of a translating camera from a single motion-blurred image. Pattern Recognit. Lett. 30(7): 671-681 (2009) - [c10]Cesare Alippi, Giacomo Boracchi
Just in time classifiers: Managing the slow drift case. IJCNN 2009: 114-120 - [c9]Cesare Alippi, Giacomo Boracchi
Detecting drops on lens in wireless multimedia sensor network nodes. ROSE 2009: 128-133 - 2008
- [c8]Giacomo Boracchi
Deblurring noisy radial-blurred images: spatially adaptive filtering approach. Image Processing: Algorithms and Systems 2008: 68121 - [c7]Giacomo Boracchi, Vincenzo Caglioti, Alessandro Giusti:
Single-Image 3D Reconstruction of Ball Velocity and Spin From Motion Blur - An Experiment in Motion-from-Blur. VISAPP (2) 2008: 22-29 - [c6]Giacomo Boracchi
Estimation of 3D Instantaneous Motion of a Ball from a Single Motion-Blurred Image. VISIGRAPP (Selected Papers) 2008: 225-237 - [c5]Giacomo Boracchi, Vincenzo Caglioti, Alberto Danesea:
Estimating Camera Rotation Parameters From a Blurred Image. VISAPP (1) 2008: 389-395 - 2007
- [c4]Vincenzo Caglioti
Single-Image Calibration of Off-Axis Catadioptric Cameras Using Lines. ICCV 2007: 1-6 - [c3]Giacomo Boracchi
Ball Position and Motion Reconstruction from Blur in a Single Perspective Image. ICIAP 2007: 87-92 - [c2]Giacomo Boracchi
Corner Displacement from Motion Blur. ICIAP 2007: 589-594 - [c1]Giacomo Boracchi, Vincenzo Caglioti:
Motion blur estimation at corners. VISAPP (1) 2007: 296-302
Coauthor Index
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