Antonio Macaluso

About Antonio Macaluso

Antonio Macaluso, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Quantum AI, Quantum Computing, Quantum Machine Learning.

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

Deep Learning for AGILE Anticoincidence System's Background Prediction from Orbital and Attitude Parameters

QAL-BP: an augmented Lagrangian quantum approach for bin packing

Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy

An efficient quantum algorithm for ensemble classification using bagging

Fluorescent neuronal cells v2

Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data

Q-seg: Quantum annealing-based unsupervised image segmentation

Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars

Antonio Macaluso Information

University

Position

Phd Student

Citations(all)

97

Citations(since 2020)

97

Cited By

4

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Antonio Macaluso Skills & Research Interests

Quantum AI

Quantum Computing

Quantum Machine Learning

Top articles of Antonio Macaluso

Deep Learning for AGILE Anticoincidence System's Background Prediction from Orbital and Attitude Parameters

arXiv preprint arXiv:2404.02107

2024/4/2

QAL-BP: an augmented Lagrangian quantum approach for bin packing

Scientific Reports

2024/3/1

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Michele Lombardi
Michele Lombardi

H-Index: 7

Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy

Scientific Data

2024/2/10

An efficient quantum algorithm for ensemble classification using bagging

IET Quantum Communication

2024

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Luca Clissa
Luca Clissa

H-Index: 2

Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data

arXiv preprint arXiv:2404.14133

2024/4/22

Q-seg: Quantum annealing-based unsupervised image segmentation

arXiv preprint arXiv:2311.12912

2023/11/21

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Andreas Dengel
Andreas Dengel

H-Index: 5

Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars

arXiv preprint arXiv:2311.12875

2023/11/20

Akash Sinha
Akash Sinha

H-Index: 5

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Optimizing deep learning models for cell recognition in fluorescence microscopy: The impact of loss functions on performance and generalization

2023/9/11

Luca Clissa
Luca Clissa

H-Index: 2

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Enabling non-linear quantum operations through variational quantum splines

2023/6/26

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Gcs-q: Quantum graph coalition structure generation

2023/6/26

Antonio Macaluso
Antonio Macaluso

H-Index: 2

Quacs: Variational quantum algorithm for coalition structure generation in induced subgraph games

2023/5/9

Antonio Macaluso
Antonio Macaluso

H-Index: 2

MAQA: a quantum framework for supervised learning

Quantum Information Processing

2023/3/22

Antonio Macaluso
Antonio Macaluso

H-Index: 2

A Deep-learning Anomaly-detection Method to Identify Gamma-Ray Bursts in the Ratemeters of the AGILE Anticoincidence System

The Astrophysical Journal

2023/3/13

Preliminary Results of a New Deep Learning Method to Detect and Localize GRBs in the AGILE/GRID Sky Maps

arXiv preprint arXiv:2302.10557

2023/2/21

Preliminary Results of a Deep Learning Anomaly Detection Method to Identify Gamma-Ray Bursts in the AGILE Anticoincidence System

arXiv preprint arXiv:2302.10551

2023/2/21

A variational algorithm for quantum single layer perceptron

2022/9/19

Antonio Macaluso
Antonio Macaluso

H-Index: 2

BILP-Q: quantum coalition structure generation

2022/5/17

Antonio Macaluso
Antonio Macaluso

H-Index: 2

A deep learning method for AGILE-GRID gamma-ray burst detection

The Astrophysical Journal

2021/6/16

A novel framework for quantum machine learning

2021/5/27

Antonio Macaluso
Antonio Macaluso

H-Index: 2

See List of Professors in Antonio Macaluso University(Università degli Studi di Bologna)