Umberto Michelucci

发表

Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks

Umberto Michelucci, U. Michelucci, 2018 .

Introduction and Development Environment Setup

Umberto Michelucci, 2019 .

Training Neural Networks

Umberto Michelucci, U. Michelucci, 2018 .

Dual Oxygen and Temperature Luminescence Learning Sensor with Parallel Inference

Umberto Michelucci, Francesca Venturini, Michael Baumgartner, 2020, Sensors.

Computational Graphs and TensorFlow

Umberto Michelucci, 2018 .

TensorFlow: Advanced Topics

Umberto Michelucci, 2019 .

Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing pdf

Umberto Michelucci, Francesca Venturini, U. Michelucci, 2019, Applied Sciences.

Advanced CNNs and Transfer Learning

Umberto Michelucci, 2019 .

Cost Functions and Style Transfer

Umberto Michelucci, 2019 .

Deep-learning for multi-parameter luminescence sensing : demonstration of dual sensor

Umberto Michelucci, Francesca Venturini, Michael Baumgartner, 2020 .

Research. Project

Umberto Michelucci, U. Michelucci, 2022 .

Object Classification: An Introduction

Umberto Michelucci, 2019 .

Fundamentals of Convolutional Neural Networks

Umberto Michelucci, 2019 .

Multi-task learning approach for optical luminescence sensing

Umberto Michelucci, Francesca Venturini, Michael Baumgartner, 2020 .

Optical Oxygen Sensing with Artificial Intelligence

Umberto Michelucci, Michael Baumgartner, Francesca Venturini, 2019, Sensors.

Feedforward Neural Networks

Umberto Michelucci, U. Michelucci, 2018 .

Novel Semi-Parametric Algorithm for Interference-Immune Tunable Absorption Spectroscopy Gas Sensing

Umberto Michelucci, Francesca Venturini, U. Michelucci, 2017, Sensors.

Histology Tissue Classification

Umberto Michelucci, 2019 .

Object Localization: An Implementation in Python

Umberto Michelucci, 2019 .

Convolutional and Recurrent Neural Networks

Umberto Michelucci, 2018 .

Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques

Umberto Michelucci, Marco Agostino Deriu, Francesca Venturini, 2021, Foods.

Implementation of multi-task learning neural network architectures for robust industrial optical sensing

Umberto Michelucci, Francesca Venturini, Michael Baumgartner, 2021, Optical Metrology.

New Autonomous Intelligent Sensor Design Approach for Multiple Parameter Inference

Umberto Michelucci, Francesca Venturini, 2021 .

An Introduction to Autoencoders

Umberto Michelucci, 2022 .

A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification

Umberto Michelucci, Dario Piga, Francesca Venturini, 2021, Algorithms.

Estimating Neural Network's Performance with Bootstrap: A Tutorial

Umberto Michelucci, Francesca Venturini, U. Michelucci, 2021, Mach. Learn. Knowl. Extr..

Applied Deep Learning

Umberto Michelucci, U. Michelucci, 2018, Apress.