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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerBoracchi Giacomo
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-05/A - Information Processing Systems
Curriculum VitaeDownload CV (364.71Kb - 27/07/2022)
OrcIDhttps://orcid.org/0000-0002-1650-3054

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Elettronica e Informazione1157MondayFrom 09:15
To 10:15
0223993467---Please, send me an email to book a meeting
E-mailgiacomo.boracchi@polimi.it
Personal websitehttps://boracchi.faculty.polimi.it/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Surgery Planning for the Human Nose: Tackling Anatomic Variability with Machine Learning and CFD (Show >>)
Patents
METODO PER REALIZZARE UN ARTICOLO AVVERSARIO (Show >>)
Conference proceedings
An Expert-Driven Data Generation Pipeline for Histological Images (Show >>)
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet (Show >>)
Deep Learning for identifying systolic complexes in SCG traces: a cross-dataset analysis (Show >>)
Enhancing Manufacturing with AI-powered Process Design (Show >>)
Explaining Multi-modal Large Language Models by Analyzing their Vision Perception (Show >>)
Online isolation forest (Show >>)
Revisiting Calibration of Wide-Angle Radially Symmetric Cameras (Show >>)
SE3D: A Framework for Saliency Method Evaluation in 3D Imaging (Show >>)
SemiFDA: Domain Adaptation in Semi-Supervised Federated Learning (Show >>)
Journal Articles
Adaptive Extended Kalman Filtering for Battery State of Charge Estimation on STM32 (Show >>)
Comparing flow-based and anatomy-based features in the data-driven study of nasal pathologies (Show >>)
Composite convolution: A flexible operator for deep learning on 3D point clouds (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Classification of nasal pathologies: Enhancing Machine Learning with Computational Fluid Dynamics (Show >>)
Conference proceedings
Anomaly Detection in Optical Spectra Via Joint Optimization (Show >>)
Event Detection in Optical Signals via Domain Adaptation (Show >>)
Hashing for Structure-Based Anomaly Detection (Show >>)
Image Retrieval in Semiconductor Manufacturing (Show >>)
Kernel QuantTree (Show >>)
Multi-body Depth and Camera Pose Estimation from Multiple Views (Show >>)
Self-Similarity Block for Deep Image Denoising (Show >>)
Journal Articles
Adversarial scratches: Deployable attacks to CNN classifiers (Show >>)
Extracting a functional representation from a dictionary for non-rigid shape matching (Show >>)
Multimodal Batch-Wise Change Detection (Show >>)
On-Device Personalization for Human Activity Recognition on STM32 (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
A CFD-Augmented Machine-Learning Approach for the Classification of Nasal Pathologies (Show >>)
Patents
AUTOMATIC TREND IDENTIFICATION AND ANOMALY DETECTION IN OPTICAL CHANNEL MONITORING SPECTRUM (Show >>)
Contributions on scientific books
AI, Machine Learning e Data Mining (Show >>)
Conference proceedings
Class Distribution Monitoring for Concept Drift Detection (Show >>)
Deep Autoencoders for Anomaly Detection in Textured Images Using CW-SSIM (Show >>)
Multi-body Self-Calibration (Show >>)
Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability (Show >>)
PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps (Show >>)
Journal Articles
Deep Open-Set Recognition for Silicon Wafer Production Monitoring (Show >>)
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering (Show >>)
Known and unknown event detection in OTDR traces by deep learning networks (Show >>)
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models (Show >>)
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree (Show >>)
The role of diversity and ensemble learning in credit card fraud detection (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
The Human Nasal Cavity: Towards the Optimal Surgery with CFD and Machine Learning (Show >>)
Conference proceedings
A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks (Show >>)
Change detection in multivariate datastreams controlling false alarms (Show >>)
Event-Detection Deep Neural Network for OTDR Trace Analysis (Show >>)
Exploiting History Data for Nonstationary Multi-armed Bandit (Show >>)
Inferring Functional Properties from Fluid Dynamics Features (Show >>)
MultiLink: Multi-class Structure Recovery via Agglomerative Clustering and Model Selection (Show >>)
PIF: Anomaly detection via preference embedding (Show >>)
Perception Visualization: Seeing Through The Eyes Of a DNN (Show >>)
Synchronization of Group-labelled Multi-graphs (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
26/04/2025