Pubblicazioni

Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals

2023 - Algorithmic Aspects of Cloud Computing

Jimenez Gutierrez, Daniel M; Hassan, Hafiz Muuhammad; Landi, Lorella; Vitaletti, A; Chatzigiannakis, Ioannis

Adaptive Estimation of the Pennes' Bio-Heat Equation - I: Observer Design

2023 - 2023 IEEE 62nd Conference on Decision and Control (CDC)

Cristofaro, A.; Cappellini, G.; Staffetti, E.; Trappolini, G.; Vendittelli, M.

Adaptive Estimation of the Pennes' Bio-Heat Equation - II: A NN-Based Implementation for Real-Time Applications

2023 - 2023 IEEE 62nd Conference on Decision and Control (CDC)

Cappellini, G.; Trappolini, G.; Staffetti, E.; Cristofaro, A.; Vendittelli, M.

Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach

2023 - Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023)

Torda, T.; Gargiulo, S.; Grillo, G.; Ciardiello, A.; Voena, C.; Giagu, S.; Scardapane, S.

Data-driven approach to design fatigue-resistant notched structures

2023 - FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Wang, Q.; Gao, C.; Berto, F.

Enhancing Sentiment Analysis on SEED-IV Dataset with Vision Transformers: A Comparative Study

2023 - ACM International Conference Proceeding Series

Tibermacine, I. E.; Tibermacine, A.; Guettala, W.; Napoli, C.; Russo, S.

Plant Disease Detection and Segmentation using End-to-End YOLOv8: A Comprehensive Approach

2023 - IEEE 13th International Conference on Control System, Computing and Engineering (ICCSCE)

Qadri, S. A. A.; Huang, N. -F.; Wani, T. M.; Bhat, S. A.

Distance Estimation of Fixed Objects in Driving Environments

2023 - SYSTEM 2023 9th Scholarâs Yearly Symposium of Technology, Engineering and Mathematics 2023

Leporoni, G.; Ponzi, V.; Pro, F.; Napoli, C.

Deep Learning for EEG-Based Motor Imagery Classification: Towards Enhanced Human-Machine Interaction and Assistive Robotics

2023 - CEUR Workshop Proceedings

Boutarfaia, N.; Russo, S.; Tibermacine, A.; Tibermacine, I. E.

Semi-mind controlled robots based on Reinforcement Learning for Indoor Application

2023 - Proceedings of the 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering.

Naidji, I.; Tibermacine, A.; Guettala, W.; Tibermacine, I. E.

DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos

2023 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Maiano, L.; Papa, L.; Vocaj, K.; Amerini, I.

Modular Multi-Source Prediction of Drug Side-Effects with DruGNN

2023 - IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

Bongini, P.; Scarselli, F.; Bianchini, M.; Dimitri, G. M.; Pancino, N.; Lio, P.

CNNViT. A robust deep neural network for video anomaly detection

2023 - IET Conference Proceedings

Garuda, Nikhil; Prasad, Gokul; Prasad Dev, Prabhu; Das, Pranesh; Ghaderpour, Ebrahim

Controlling highway toll stations using deep learning, queuing theory, and differential evolution

2023 - ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Petrovic, A.; Nikolic, M.; Bugaric, U.; Delibasic, B.; Lio, P.

StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images

2023 - MAGALAT GAMÊ¼AT AL-MALIK SAUD: ULM AL-HASIB WA AL-MAÊ¼LUMAT

Chowdhury, A. A.; Hasan Mahmud, S. M.; Shahjalal Hoque, K. K.; Ahmed, K.; Bui, F. M.; Lio, P.; Moni, M. A.; Al-Zahrani, F. A.

A probabilistic re-intepretation of confidence scores in multi-exit models

2022 - ENTROPY

Pomponi, J.; Scardapane, S.; Uncini, A.

Identification of glomerulosclerosis using IBM Watson and shallow neural networks

2022 - JN. JOURNAL OF NEPHROLOGY

Pesce, Francesco; Albanese, Federica; Mallardi, Davide; Rossini, Michele; Pasculli, Giuseppe; Suavo-Bulzis, Paola; Granata, Antonio; Brunetti, Antonio; Cascarano, Giacomo Donato; Bevilacqua, Vitoantonio; Gesualdo, Loreto

Deep Learning Methods for Network Biology

2022 - Deep Learning in Biology and Medicine

Madeddu, Lorenzo; Stilo, Giovanni

3D hand pose and shape estimation from RGB images for keypoint-based hand gesture recognition

2022 - PATTERN RECOGNITION

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Fragomeni, A.; Pannone, D.

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images

2022 - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Avola, D.; Bacciu, A.; Cinque, L.; Fagioli, A.; Marini, M. R.; Taiello, R.

Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Avola, D.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Mecca, A.; Pannone, D.

Analyzing EEG Data with Machine and Deep Learning: A Benchmark

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Avola, D.; Cascio, M.; Cinque, L.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Pannone, D.

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: focus on the three most common cancers

2022 - LA RADIOLOGIA MEDICA

Vicini, Simone; Bortolotto, Chandra; Rengo, Marco; Ballerini, Daniela; Bellini, Davide; Carbone, Iacopo; Preda, Lorenzo; Laghi, Andrea; Coppola, Francesca; Faggioni, Lorenzo

Ensemble deep-learning-based prognostic and prediction for recurrence of sporadic odontogenic keratocysts on hematoxylin and eosin stained pathological images of incisional biopsies

2022 - JOURNAL OF PERSONALIZED MEDICINE

Rao, R. S.; Shivanna, D. B.; Lakshminarayana, S.; Mahadevpur, K. S.; Alhazmi, Y. A.; Bakri, M. M. H.; Alharbi, H. S.; Alzahrani, K. J.; Alsharif, K. F.; Banjer, H. J.; Alnfiai, M. M.; Reda, R.; Patil, S.; Testarelli, L.

On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg

2022 - INTERNATIONAL JOURNAL OF FATIGUE

Maleki, E.; Bagherifard, S.; Razavi, S. M. J.; Bandini, M.; du Plessis, A.; Berto, Filippo; Guagliano, M.