Andrea Damiani

Orcid: 0000-0001-8705-3241

According to our database1, Andrea Damiani authored at least 29 papers between 2014 and 2023.

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

Timeline

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Bibliography

2023
On how to facilitate hardware acceleration of machine learning for non-experts in hardware design over the Edge, the Fog, and the Cloud
PhD thesis, 2023

An Enhanced Standardization and Qualification Mechanism for Heterogeneous Healthcare Data.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer.
Proceedings of the Process Mining Workshops, 2023

An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre.
Proceedings of the Artificial Intelligence in Medicine, 2023

2022
BlastFunction: A Full-stack Framework Bringing FPGA Hardware Acceleration to Cloud-native Applications.
ACM Trans. Reconfigurable Technol. Syst., 2022

A real-time integrated framework to support clinical decision making for covid-19 patients.
Comput. Methods Programs Biomed., 2022

Obstruction simulation in real-time 3D audio on edge systems.
Proceedings of the 20th IEEE International Conference on Embedded and Ubiquitous Computing, 2022

From Distributed Sensing to Virtual Sensors: a Domain-Specific Language for Reactive Centralized Edge-Fog-Cloud Computation.
Proceedings of the 20th IEEE International Conference on Embedded and Ubiquitous Computing, 2022

Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

Large Forests and Where to "Partially" Fit Them.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021
Building an Artificial Intelligence Laboratory Based on Real World Data: The Experience of Gemelli Generator.
Frontiers Comput. Sci., 2021

FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Expertise and trade-offs in competence transfer from academia to industry: a successful case study.
Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021


Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2020
SmartBlackBox: Enhancing Driver's Safety Via Real-Time Machine Learning on IoT Insurance Black-Boxes.
Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2020

2019
Towards a modular decision support system for radiomics: A case study on rectal cancer.
Artif. Intell. Medicine, 2019

On the Feasibility of Distributed Process Mining in Healthcare.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
MARC: A Resource Consumption Modeling Service for Self-Aware Autonomous Agents.
ACM Trans. Auton. Adapt. Syst., 2018

A Framework for Event Log Generation and Knowledge Representation for Process Mining in Healthcare.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017
Power Consumption Models for Multi-Tenant Server Infrastructures.
ACM Trans. Archit. Code Optim., 2017

Generating and Comparing Knowledge Graphs of Medical Processes Using pMineR.
Proceedings of the Knowledge Capture Conference, 2017

pMineR: An Innovative R Library for Performing Process Mining in Medicine.
Proceedings of the Artificial Intelligence in Medicine, 2017

2016
RadioBio data: A Moddicom Module to Predict Tumor Control Probability and Normal Tissue Complication Probability in Radiotherapy.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
OpenMPower: An Open and Accessible Database About Real World Mobile Devices.
Proceedings of the 13th IEEE International Conference on Embedded and Ubiquitous Computing, 2015

Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Distributed Learning to Protect Privacy in Multi-centric Clinical Studies.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
cODA: An Open-Source Framework to Easily Design Context-Aware Android Apps.
Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014


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