Giacomo Boracchi

Orcid: 0000-0002-1650-3054

Affiliations:
  • Polytechnic University of Milan, Italy


According to our database1, Giacomo Boracchi authored at least 110 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On-Device Personalization for Human Activity Recognition on STM32.
IEEE Embed. Syst. Lett., June, 2024

The role of diversity and ensemble learning in credit card fraud detection.
Adv. Data Anal. Classif., March, 2024

Composite convolution: A flexible operator for deep learning on 3D point clouds.
Pattern Recognit., 2024

Time-Resolved MNIST Dataset for Single-Photon Recognition.
CoRR, 2024

Change Detection in Multivariate data streams: Online Analysis with Kernel-QuantTree.
CoRR, 2024

Deep Learning for identifying systolic complexes in SCG traces: a cross-dataset analysis.
CoRR, 2024

Estimating Map Completeness in Robot Exploration.
CoRR, 2024

Explaining Multi-modal Large Language Models by Analyzing their Vision Perception.
CoRR, 2024

SE3D: A Framework For Saliency Method Evaluation In 3D Imaging.
CoRR, 2024

An Expert-Driven Data Generation Pipeline for Histological Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet.
Proceedings of the International Joint Conference on Neural Networks, 2024

Enhancing Manufacturing with AI-powered Process Design.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Online Isolation Forest.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Revisiting Calibration of Wide-Angle Radially Symmetric Cameras.
Proceedings of the Computer Vision - ECCV 2024, 2024

AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Multimodal Batch-Wise Change Detection.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree.
IEEE Trans. Knowl. Data Eng., August, 2023

Extracting a functional representation from a dictionary for non-rigid shape matching.
Comput. Graph., June, 2023

Adversarial scratches: Deployable attacks to CNN classifiers.
Pattern Recognit., 2023

Kernel QuantTree.
Proceedings of the International Conference on Machine Learning, 2023

Self-Similarity Block for Deep Image Denoising.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Hashing for Structure-Based Anomaly Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Image Retrieval in Semiconductor Manufacturing.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Multi-body Depth and Camera Pose Estimation from Multiple Views.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Anomaly Detection in Optical Spectra VIA Joint Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2023

Event Detection in Optical Signals via Domain Adaptation.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering.
IEEE Trans. Computers, 2022

Deep open-set recognition for silicon wafer production monitoring.
Pattern Recognit., 2022

Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models.
Neural Comput. Appl., 2022

Known and unknown event detection in OTDR traces by deep learning networks.
Neural Comput. Appl., 2022

Composite Layers for Deep Anomaly Detection on 3D Point Clouds.
CoRR, 2022

Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability.
Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

Class Distribution Monitoring for Concept Drift Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022

Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps.
Proceedings of the Eurographics Italian Chapter Conference 2022, 2022

Multi-body Self-Calibration.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Exploiting History Data for Nonstationary Multi-armed Bandit.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Change Detection in Multivariate Datastreams Controlling False Alarms.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Synchronization of Group-labelled Multi-graphs.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Event-Detection Deep Neural Network for OTDR Trace Analysis.
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021

MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Perception Visualization: Seeing Through The Eyes Of a DNN.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Strengthening Sequential Side-Channel Attacks Through Change Detection.
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

Inferring Functional Properties from Fluid Dynamics Features.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

PIF: Anomaly detection via preference embedding.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Online anomaly detection for long-term ECG monitoring using wearable devices.
Pattern Recognit., 2019

Editorial.
Neural Comput. Appl., 2019

Wafer Defect Map Classification Using Sparse Convolutional Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
A Cognitive Monitoring System for Detecting and Isolating Contaminants and Faults in Intelligent Buildings.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy.
IEEE Trans. Neural Networks Learn. Syst., 2018

Generating High-Dimensional Datastreams for Change Detection.
Big Data Res., 2018

A Wearable Device for Online and Long-Term ECG Monitoring.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

QuantTree: Histograms for Change Detection in Multivariate Data Streams.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Hierarchical Change-Detection Tests.
IEEE Trans. Neural Networks Learn. Syst., 2017

Defect Detection in SEM Images of Nanofibrous Materials.
IEEE Trans. Ind. Informatics, 2017

Sparse Overcomplete Denoising: Aggregation Versus Global Optimization.
IEEE Signal Process. Lett., 2017

Uniform histograms for change detection in multivariate data.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Domain Adaptation for Online ECG Monitoring.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization.
IEEE Trans. Mob. Comput., 2016

A Reprogrammable and Intelligent Monitoring System for Rock-Collapse Forecasting.
IEEE Syst. J., 2016

Foveated Nonlocal Self-Similarity.
Int. J. Comput. Vis., 2016

Model Complexity, Regularization, and Sparsity [Guest Editorial].
IEEE Comput. Intell. Mag., 2016

ECG Monitoring in Wearable Devices by Sparse Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

CCM: Controlling the Change Magnitude in High Dimensional Data.
Proceedings of the Advances in Big Data, 2016

Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Scale-invariant anomaly detection with multiscale group-sparse models.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Credit card fraud detection and concept-drift adaptation with delayed supervised information.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Detecting anomalous structures by convolutional sparse models.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Tampering Detection in Low-Power Smart Cameras.
Proceedings of the Engineering Applications of Neural Networks, 2015

2014
Nonlocal foveated principal components.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Exploiting self-similarity for change detection.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A cognitive monitoring system for contaminant detection in intelligent buildings.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Novelty detection in images by sparse representations.
Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014

Change detection in streams of signals with sparse representations.
Proceedings of the IEEE International Conference on Acoustics, 2014

A reconfigurable and element-wise ICI-based change-detection test for streaming data.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2014

2013
Just-In-Time Classifiers for Recurrent Concepts.
IEEE Trans. Neural Networks Learn. Syst., 2013

Ensembles of change-point methods to estimate the change point in residual sequences.
Soft Comput., 2013

A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Anisotropically foveated nonlocal image denoising.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Wireless Sensor Networks for Monitoring Vineyards.
Proceedings of the Methodologies and Technologies for Networked Enterprises, 2012

Video Denoising, Deblocking, and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms.
IEEE Trans. Image Process., 2012

Modeling the Performance of Image Restoration From Motion Blur.
IEEE Trans. Image Process., 2012

On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Just-in-time ensemble of classifiers.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Foveated self-similarity in nonlocal image filtering.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

2011
Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff.
IEEE Trans. Image Process., 2011

A just-in-time adaptive classification system based on the intersection of confidence intervals rule.
Neural Networks, 2011

Video denoising using separable 4D nonlocal spatiotemporal transforms.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011

A hierarchical, nonparametric, sequential change-detection test.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

An effective just-in-time adaptive classifier for gradual concept drifts.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

Poster: fast, automatic iPhone shoulder surfing.
Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011

A fast eavesdropping attack against touchscreens.
Proceedings of the 7th International Conference on Information Assurance and Security, 2011

2010
Detecting External Disturbances on the Camera Lens in Wireless Multimedia Sensor Networks.
IEEE Trans. Instrum. Meas., 2010

Change detection tests using the ICI rule.
Proceedings of the International Joint Conference on Neural Networks, 2010

Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management.
Proceedings of the Artificial Neural Networks, 2010

2009
Estimating the 3D direction of a translating camera from a single motion-blurred image.
Pattern Recognit. Lett., 2009

Detecting drops on lens in wireless multimedia sensor network nodes.
Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009

Just in time classifiers: Managing the slow drift case.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Estimation of 3D Instantaneous Motion of a Ball from a Single Motion-Blurred Image.
Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Single-Image 3D Reconstruction of Ball Velocity and Spin From Motion Blur - An Experiment in Motion-from-Blur.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Estimating Camera Rotation Parameters From a Blurred Image.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Deblurring noisy radial-blurred images: spatially adaptive filtering approach.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

2007
Motion blur estimation at corners.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Ball Position and Motion Reconstruction from Blur in a Single Perspective Image.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Corner Displacement from Motion Blur.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Single-Image Calibration of Off-Axis Catadioptric Cameras Using Lines.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007


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