Guido Walter Di Donato

Guido Walter Di Donato

Politecnico di Milano

H-index: 5

Europe-Italy

About Guido Walter Di Donato

Guido Walter Di Donato, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of High Performance Computing, Heterogeneous Computer Architectures, Graph Analytics, Genomics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Graph Machine Learning approach to Automatic Dementia Detection

On the Genome Sequence Alignment FPGA Acceleration via KSW2z

On the automation of radiomics-based identification and characterization of nsclc

Method for the alignment of sequence reads to cyclic genome graphs on heterogeneous computing systems

Computer-Aided Dementia Detection: How Informative Are Your Features?

Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios

The Importance of Being X-Drop: High Performance Genome Alignment on Reconfigurable Hardware

Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding

Guido Walter Di Donato Information

University

Position

Dipartimento di Elettronica Informazione e Bioingegneria

Citations(all)

76

Citations(since 2020)

74

Cited By

15

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Guido Walter Di Donato Skills & Research Interests

High Performance Computing

Heterogeneous Computer Architectures

Graph Analytics

Genomics

Machine Learning

Top articles of Guido Walter Di Donato

Title

Journal

Author(s)

Publication Date

A Graph Machine Learning approach to Automatic Dementia Detection

Edoardo Stoppa

Guido Walter Di Donato

Isabella Poles

Eleonora D’Arnese

Natalie Parde

...

2023/10/15

On the Genome Sequence Alignment FPGA Acceleration via KSW2z

Alberto Zeni

Guido Walter Di Donato

Alessia Della Valle

Filippo Carloni

Marco D Santambrogio

2023/5/21

On the automation of radiomics-based identification and characterization of nsclc

IEEE Journal of Biomedical and Health Informatics

Eleonora D’Arnese

Guido Walter Di Donato

Emanuele Del Sozzo

Martina Sollini

Donatella Sciuto

...

2022/3/7

Method for the alignment of sequence reads to cyclic genome graphs on heterogeneous computing systems

GW Di Donato

A Zeni

M Coggi

G Bruno

MD Santambrogio

2022

Computer-Aided Dementia Detection: How Informative Are Your Features?

Edoardo Stoppa

Guido Walter Di Donato

Natalie Parde

Marco Domenico Santambrogio

2022/8/24

Towards Graph Machine Learning for Smart Grid Knowledge Graphs in Industrial Scenarios

Guido Walter Di Donato

Andrea Damiani

Alberto Parravicini

Enea Bionda

Francesca Soldan

...

2021/9/6

The Importance of Being X-Drop: High Performance Genome Alignment on Reconfigurable Hardware

Alberto Zeni

Guido Walter Di Donato

Lorenzo Di Tucci

Marco Rabozzi

Marco D Santambrogio

2021/5/9

Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding

Edoardo Ramalli

Alberto Parravicini

Guido W Di Donato

Mirko Salaris

Céline Hudelot

...

2021/10/7

Exploring the Runtime Performance of Knowledge Graph Embedding Methods

Angelica S Valeriani

Guido Walter Di Donato

Marco D Santambrogio

2021/9/6

Fraud Prevention and Detection on Heterogeneous Information Networks with Deep Graph Infomax

Nicolas Racchi

Alberto Parravicini

Guido Walter Di Donato

Marco D Santambrogio

2021/9/6

Leveraging Succinct Data Structures for DNA Sequence Mapping on FPGA

Guido Walter Di Donato

Alberto Zeni

Lorenzo Di Tucci

Marco D Santambrogio

2020/5/18

See List of Professors in Guido Walter Di Donato University(Politecnico di Milano)

Co-Authors

H-index: 41
Marco Domenico Santambrogio

Marco Domenico Santambrogio

Politecnico di Milano

H-index: 38
Giorgio Valentini

Giorgio Valentini

Università degli Studi di Milano

H-index: 22
Elena Casiraghi

Elena Casiraghi

Università degli Studi di Milano

H-index: 18
Vincenzo Rana

Vincenzo Rana

Politecnico di Milano

H-index: 14
Natalie Parde

Natalie Parde

University of Illinois at Chicago

H-index: 14
Emanuele Del Sozzo

Emanuele Del Sozzo

Politecnico di Milano

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