Vito Paolo Pastore

About Vito Paolo Pastore

Vito Paolo Pastore, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Università degli Studi di Genova, specializes in the field of machine learning, computer vision, deep learning, image cell analysis, functional connectivity.

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

A deep learning approach for Direct Immunofluorescence pattern recognition of Autoimmune Bullous Diseases

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

Computer vision and deep learning meet plankton: Milestones and future directions

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods

Anomaly detection in feature space for detecting changes in phytoplankton populations

A control-oriented highway traffic model with multiple clusters of CAVs

Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development

Agamas: a new agent-oriented traffic simulation framework for sumo

Vito Paolo Pastore Information

University

Position

IIT -

Citations(all)

481

Citations(since 2020)

398

Cited By

204

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Vito Paolo Pastore Skills & Research Interests

machine learning

computer vision

deep learning

image cell analysis

functional connectivity

Top articles of Vito Paolo Pastore

A deep learning approach for Direct Immunofluorescence pattern recognition of Autoimmune Bullous Diseases

British Journal of Dermatology

2024/4/6

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

arXiv preprint arXiv:2403.01470

2024/3/3

Computer vision and deep learning meet plankton: Milestones and future directions

2024/2/13

Francesca Odone
Francesca Odone

H-Index: 19

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods

Image and Vision Computing

2024/2/1

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

Anomaly detection in feature space for detecting changes in phytoplankton populations

Frontiers in Marine Science

2024/1/5

Francesca Odone
Francesca Odone

H-Index: 19

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

A control-oriented highway traffic model with multiple clusters of CAVs

2023/9/24

Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development

Journal of Neural Engineering

2023/9/19

Agamas: a new agent-oriented traffic simulation framework for sumo

2023/9/7

Food Image Classification: The Benefit of In-Domain Transfer Learning

2023/9/5

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles

2023/9/5

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Simone Bianco
Simone Bianco

H-Index: 21

Gck-maps: A scene unbiased representation for efficient human action recognition

2023/9/5

Efficient unsupervised learning of biological images with compressed deep features

Image and Vision Computing

2023/9/1

An efficient deep learning approach to identify dynamics in in vitro neural networks

2023

Volatile organic compound detection and classification

2023/7/4

In-domain versus out-of-domain transfer learning in plankton image classification

Scientific Reports

2023/6/27

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

Semantic learning in a federated learning system

2023/6/20

Semi-supervised classification of microorganism

2023/6/20

Automatic video analysis and classification of sleep‐related hypermotor seizures and disorders of arousal

Epilepsia

2023/6

Incorporating Diagnostic Prior with Segmentation: A Deep Learning Pipeline for the Automatic Classification of Autoimmune Bullous Skin Diseases

2023/4/18

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods

arXiv preprint arXiv:2209.07932

2022/9/16

Vito Paolo Pastore
Vito Paolo Pastore

H-Index: 6

Francesca Odone
Francesca Odone

H-Index: 19

See List of Professors in Vito Paolo Pastore University(Università degli Studi di Genova)