Giuliano Armano

About Giuliano Armano

Giuliano Armano, With an exceptional h-index of 20 and a recent h-index of 12 (since 2020), a distinguished researcher at Università degli Studi di Cagliari, specializes in the field of Artificial Intelligence, Machine Learning, Pattern Recognition, Computer Science.

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

Devising novel performance measures for assessing the behavior of multilayer perceptrons trained on regression tasks

Framing Apache Spark in life sciences

Using Artificial Neural Networks to Perform Feature Selection on Microarray Data

Neonatal heart disease screening using an ensemble of decision trees

Automatic monitoring cheese ripeness using computer vision and artificial intelligence

A soft-voting ensemble classifier for detecting patients affected by COVID-19

Assessing feature importance for short-term prediction of electricity demand in medium-voltage loads

Using phidelta diagrams to discover relevant patterns in multilayer perceptrons

Giuliano Armano Information

University

Position

Associate Professor of Computer Science

Citations(all)

1978

Citations(since 2020)

633

Cited By

1626

hIndex(all)

20

hIndex(since 2020)

12

i10Index(all)

45

i10Index(since 2020)

16

Email

University Profile Page

Università degli Studi di Cagliari

Google Scholar

View Google Scholar Profile

Giuliano Armano Skills & Research Interests

Artificial Intelligence

Machine Learning

Pattern Recognition

Computer Science

Top articles of Giuliano Armano

Title

Journal

Author(s)

Publication Date

Devising novel performance measures for assessing the behavior of multilayer perceptrons trained on regression tasks

Plos one

Giuliano Armano

Andrea Manconi

2023/5/18

Framing Apache Spark in life sciences

Andrea Manconi

Matteo Gnocchi

Luciano Milanesi

Osvaldo Marullo

Giuliano Armano

2023/2/1

Using Artificial Neural Networks to Perform Feature Selection on Microarray Data

Giuliano Armano

Osvaldo Marullo

2022

Neonatal heart disease screening using an ensemble of decision trees

International Journal of Biomedical Engineering and Technology

Amir M Amiri

Giuliano Armano

Seyedhossein Ghasemi

2022

Automatic monitoring cheese ripeness using computer vision and artificial intelligence

IEEE Access

Andrea Loddo

Cecilia Di Ruberto

Giuliano Armano

Andrea Manconi

2022/11/21

A soft-voting ensemble classifier for detecting patients affected by COVID-19

Applied Sciences

Andrea Manconi

Giuliano Armano

Matteo Gnocchi

Luciano Milanesi

2022/7/27

Assessing feature importance for short-term prediction of electricity demand in medium-voltage loads

Energies

Giuliano Armano

Paolo Attilio Pegoraro

2022/1

Using phidelta diagrams to discover relevant patterns in multilayer perceptrons

Scientific Reports

Giuliano Armano

2020/12/7

See List of Professors in Giuliano Armano University(Università degli Studi di Cagliari)