Federico A. Galatolo

38 papers A 1C 6Misc 1Journal 14Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
A Comparative Evaluation of Function-Calling LLMs in a Cognitive Architecture.
MetroXRAINE
Marco Pardini, Federico A. Galatolo, Lorenzo Cominelli, Angelo De Marco, Mario G. C. A. Cimino, Alberto Greco, Enzo Pasquale Scilingo
2025 — conf
Deep Learning-Based Classification of Social Anxiety Disorder Using Continuous Self-Reported Anxiety in Virtual Reality.
MeMeA
Marco Pardini, Sergio Frumento, Matteo Martini, Gianluca Rho, Valerio Vatteroni, Krishant Tharun, Martina Alaimo, Federico A. Galatolo, Martina De Marinis, Enzo Pasquale Scilingo, Danilo Menicucci, Mario G. C. A. Cimino, Manuela Chessa, Alberto Greco
2025 — conf
Development of a Human-inspired Long-Term Memory for Interactive Conversational Agents.
MetroXRAINE
Angelo De Marco, Federico A. Galatolo, Lorenzo Cominelli, Marco Pardini, Mario G. C. A. Cimino, Alberto Greco, Enzo Pasquale Scilingo
2025 J jnl
Interpretable Machine Learning for Oral Lesion Diagnosis through Prototypical Instances Identification.
CoRR
Alessio Cascione, Mattia Setzu, Federico A. Galatolo, Mario G. C. A. Cimino, Riccardo Guidotti
2024 — conf
An Overview On Large Language Models Across Key Domains: A Systematic Review.
MetroXRAINE
Mattia Bruscia, Graziano A. Manduzio, Federico A. Galatolo, Mario G. C. A. Cimino, Alberto Greco, Lorenzo Cominelli, Enzo Pasquale Scilingo
2024 J jnl
Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks.
CoRR
Graziano A. Manduzio, Federico A. Galatolo, Mario G. C. A. Cimino, Enzo Pasquale Scilingo, Lorenzo Cominelli
2024 — conf
Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification.
DS (2)
Alessio Cascione, Mattia Setzu, Federico A. Galatolo, Mario G. C. A. Cimino, Riccardo Guidotti
2024 J jnl
Optimizing sparse topologies via competitive joint unstructured neural networks.
Prog. Artif. Intell.
Federico A. Galatolo, Mario G. C. A. Cimino
2024 J jnl
Towards explainable oral cancer recognition: Screening on imperfect images via Informed Deep Learning and Case-Based Reasoning.
Comput. Medical Imaging Graph.
Marco Parola, Federico A. Galatolo, Gaetano La Mantia, Mario G. C. A. Cimino, Giuseppina Campisi, Olga Di Fede
2023 J jnl
Blockchain-based Shared Additive Manufacturing.
Comput. Ind. Eng.
Francesco Lupi, Mario G. C. A. Cimino, Tomaz Berlec, Federico A. Galatolo, Marko Corn, Nejc Rozman, Andrea Rossi, Michele Lanzetta
2023 J jnl
Cerbero-7B: A Leap Forward in Language-Specific LLMs Through Enhanced Chat Corpus Generation and Evaluation.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino
2023 C conf
Dense Information Retrieval on a Latin Digital Library via LaBSE and LatinBERT Embeddings.
DATA
Federico A. Galatolo, Gabriele Martino, Mario G. C. A. Cimino, Chiara Ombretta Tommasi
2023 — conf
Image-Based Screening of Oral Cancer via Deep Ensemble Architecture.
SSCI
Marco Parola, Gaetano La Mantia, Federico A. Galatolo, Mario G. C. A. Cimino, Giuseppina Campisi, Olga Di Fede
2023 A conf
Swarms of Artificial Platelets for Emergent Hole Detection and Healing in Wireless Sensor Networks.
GECCO
Giada Simionato, Federico A. Galatolo, Mario G. C. A. Cimino
2023 C conf
TeTIm-Eval: A Novel Curated Evaluation Data Set for Comparing Text-to-Image Models.
ICPRAM
Federico A. Galatolo, Mario G. C. A. Cimino, Edoardo Cogotti
2023 — conf
U-Nets and Multispectral Images for Detecting the Surface Water of Rivers via SAR Images.
GISTAM (Selected Papers)
Diana Orlandi, Federico A. Galatolo, Alessandro La Rosa, Mario G. C. A. Cimino, Pierfrancesco Foglia, Carolina Pagli, Cosimo Antonio Prete
2023 — conf
Using Deep Learning and Radar Backscatter for Mapping River Water Surface.
GISTAM
Diana Orlandi, Federico A. Galatolo, Mario G. C. A. Cimino, Carolina Pagli, Nicola Perilli, Joao A. Pompeu, Itxaso Ruiz
2023 — conf
Using Deep Learning with Attention to Detect Data Exfiltration by POS Malware.
ICEIS (1)
Gabriele Martino, Federico A. Galatolo, Mario G. C. A. Cimino, Christian Callegari
2022 — conf
Convolutional Neural Networks for Structural Damage Localization on Digital Twins.
DeLTA (Selected Papers)
Marco Parola, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino
2022 C conf
Deep Learning of Structural Changes in Historical Buildings: The Case Study of the Pisa Tower.
IJCCI
Mario G. C. A. Cimino, Federico A. Galatolo, Marco Parola, Nicola Perilli, Nunziante Squeglia
2022 Misc conf
Enhancing land subsidence awareness via InSAR data and Deep Transformers.
CogSIMA
Diana Orlandi, Federico A. Galatolo, Mario G. C. A. Cimino, Alessandro La Rosa, Carolina Pagli, Nicola Perilli
2022 — conf
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin.
DeLTA
Marco Parola, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino, Gigliola Vaglini
2022 J jnl
TeTIm-Eval: a novel curated evaluation data set for comparing text-to-image models.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Edoardo Cogotti
2022 — conf
Using Deep Learning-based Object Detection to Extract Structure Information from Scanned Documents.
ICEIS (1)
Alice Nannini, Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2022 — conf
Zero-shot Mathematical Problem Solving via Generative Pre-trained Transformers.
ICEIS (1)
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2021 J jnl
Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation.
Neural Process. Lett.
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2021 — conf
Generating Images from Caption and Vice Versa via CLIP-Guided Generative Latent Space Search.
IMPROVE
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2021 J jnl
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2021 C conf
Multi-objective optimization of water distribution networks via NSGA-II and Pseudo-Weights.
EUC
Samar Ben Ammar, Mario G. C. A. Cimino, Pierfrancesco Foglia, Federico A. Galatolo, Issam Nouiri
2021 — conf
Noise Boosted Neural Receptive Fields.
SSCI
Federico A. Galatolo, Mario G. C. A. Cimino, Alessandro Marincioni, Gigliola Vaglini
2021 J jnl
Solving the scalarization issues of Advantage-based Reinforcement Learning algorithms.
Comput. Electr. Eng.
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2020 J jnl
Solving the scalarization issues of Advantage-based Reinforcement Learning Algorithms.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2019 J jnl
Formal derivation of Mesh Neural Networks with their Forward-Only gradient Propagation.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2019 C conf
Using Stigmergy as a Computational Memory in the Design of Recurrent Neural Networks.
ICPRAM
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2019 J jnl
Using stigmergy as a computational memory in the design of recurrent neural networks.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2018 — conf
Using Stigmergy to Incorporate the Time into Artificial Neural Networks.
MIKE
Federico A. Galatolo, Mario Giovanni C. A. Cimino, Gigliola Vaglini
2018 J jnl
Using stigmergy to incorporate the time into artificial neural networks.
CoRR
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
2017 C conf
Spikiness Assessment of Term Occurrences in Microblogs: An Approach based on Computational Stigmergy.
ICPRAM
Mario G. C. A. Cimino, Federico A. Galatolo, Alessandro Lazzeri, Witold Pedrycz, Gigliola Vaglini