Luca Lazzaroni

Orcid: 0000-0001-8092-5473

According to our database¹, Luca Lazzaroni authored at least 51 papers between 2020 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

A Deployment-Oriented Simulation Framework for Deep Learning-Based Lane Change Prediction.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2026

Usability, Technicality, Interoperability (UTI), a Comprehensive Assessment Framework for Digital Platforms.

[BibT_eX]

[DOI]

IEEE Access, 2026

StabilEdge, Formal Verification of Edge AI Applications.

[BibT_eX]

[DOI]

IEEE Access, 2026

2025

Synthetic Highway Driving Scenarios Dataset.

[BibT_eX]

[DOI]

Dataset, December, 2025

Lane Change Intention Recognition Dataset.

[BibT_eX]

[DOI]

Dataset, August, 2025

Deep Learning-Based Real-Time Driver Cognitive Distraction Detection.

[BibT_eX]

[DOI]

IEEE Access, 2025

Binary Neural Networks for Real-Time Structural Health Monitoring on Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

A CARLA Parking Environment for Training Deep-Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Comparing Complete and Incomplete Formal Verification in Deep Learning-Based Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Resource-Adaptive FPGA-Based Kernels for Accelerating Self-attention in Transformers.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Managing Performance Indicator (PI) Forms Through a State-of-the-Art Big Data Platform.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Exploring Neural Architecture Search (NAS) for Binary Neural Networks (BNNs) in the New WakeVision.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Modeling Power Electronics in Simulink. A Tutorial for MSc Electronic Engineering Students.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Embedded Deployment of an LLM-Based Voice Assistant.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

A Dual Branch Quantized Neural Network for Road Surface Classification Using Smartphone Sensors.

[BibT_eX]

[DOI]

Sina Gholami Fashkhami

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Lightweight Deep Learning for SOC Estimation of Various Lithium-Ion Batteries on Xilinx ZCU104 FPGA.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

A Collaborative GitHub Framework for Project-Driven Learning in Microcontroller-Based Embedded Systems.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Optimizing Binary AutoEncoders on STM32 Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

Improving Lane Change Performance in CARLA Through Curvature-Adaptive B-Spline Planning.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2025

2024

An embedded end-to-end voice assistant.

[BibT_eX]

[DOI]

Luca Lazzaroni

Francesco Bellotti

Riccardo Berta

Eng. Appl. Artif. Intell., 2024

Green Machine Learning for the IoT (GEMINI): A Position Paper.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Quantization of MobileNetV2 for Resource-Constrained Microcontrollers.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Exploring Decision Transformer for Highway Automated Driving.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Setting Up a Lightweight Simulation Environment for Automated Driving Dataset Collection.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Benchmarking Microcontrollers with Ultra-Low Resolution Images Classification.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Comparing Detection-Based and Motion-Based Preprocessing of Video Frames for Automated Driving Scenario Detection.

[BibT_eX]

[DOI]

Marianna Cossu

Riccardo Berta

Mohammad Ali Bagheri Orumi

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Leveraging Neural Architecture Search for Structural Health Monitoring on Resource-Constrained Devices.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

RL-Based Generation of a Synthetic Automotive Driving Scenario Dataset.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Robustness Verification of a Reinforcement Learning-Based Agent for Automated Car Parking.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Performance Comparison of YOLOv8 and YOLOv10 for Traffic Light Detection on a Jetson Nano Board.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

Runtime Input Monitoring of a Reinforcement Learning-Based Agent for Automated Car Parking.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2024

2023

Implementing Deep Reinforcement Learning (DRL)-based Driving Styles for Non-Player Vehicles.

[BibT_eX]

[DOI]

Int. J. Serious Games, November, 2023

Explaining a Deep Reinforcement Learning (DRL)-Based Automated Driving Agent in Highway Simulations.

[BibT_eX]

[DOI]

IEEE Access, 2023

Supporting a .csv-based Workflow in MongoDB for Data Analysts.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Application of a Serious Game for Emotion Elicitation Under Socio-Economic and Trust Based Decision-Making Scenarios for Autistic Adolescents.

[BibT_eX]

[DOI]

Jesús Requena-Carrión

Proceedings of the Games and Learning Alliance - 12th International Conference, 2023

Investigating Adversarial Policy Learning for Robust Agents in Automated Driving Highway Simulations.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Automated Parking in CARLA: A Deep Reinforcement Learning-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Low-Cost, Edge-Cloud, End-to-End System Architecture for Human Activity Data Collection.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

YoloP-Based Pre-processing for Driving Scenario Detection.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

2022

Assessing Versatility of a Generic End-to-End Platform for IoT Ecosystem Applications.

[BibT_eX]

[DOI]

Sensors, 2022

High-Level Decision-Making Non-player Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Games and Learning Alliance: 11th International Conference, 2022

A Serious Game for Using Socio-Economic and Trust Based Decision-Making Scenarios for Elicitation of Emotional Responses.

[BibT_eX]

[DOI]

Fahad Ahmed

Jesús Requena-Carrión

Proceedings of the Games and Learning Alliance: 11th International Conference, 2022

Deep Reinforcement Learning for Automated Car Parking.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Efficient Uploading of.Csv Datasets into a Non-Relational Database Management System.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Developing a Toolchain for Synthetic Driving Scenario Datasets.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Investigating High-Level Decision Making for Automated Driving.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021

Adapting Autonomous Agents for Automotive Driving Games.

[BibT_eX]

[DOI]

Proceedings of the Games and Learning Alliance - 10th International Conference, 2021

Developing a Synthetic Dataset for Driving Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

Classifying Simulated Driving Scenarios from Automated Cars.

[BibT_eX]

[DOI]

Marianna Cossu

Jorge Leonardo Quimi Villon

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

2020

Employing an IoT Framework as a Generic Serious Games Analytics Engine.

[BibT_eX]

[DOI]

Proceedings of the Games and Learning Alliance - 9th International Conference, 2020

Edgine, A Runtime System for IoT Edge Applications.

[BibT_eX]

[DOI]

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

Luca Lazzaroni

Timeline

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