Vessio, G. LAYA: Layer-wise Attention Aggregation for Interpretable Depth-Aware Neural Networks. Preprint (2025)
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Testi, M., Fiorentino, M.C., Ballabio, M., Visani, G., Ciccozzi, M., Frontoni, E., Moccia, S., & Vessio, G. FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification. Med Biol Eng Comput (2025)
Brescia, F., Alemán Santana, B.E., Diaz, M., Vessio, G., Ferrer, M.A. & Castellano, G. Integrating robotic kinematics and dynamics with online handwriting features for dysgraphia classification. Biomed Signal Process Control (2025)
De Marinis, P., Fanelli, N., Scaringi, R., Colonna, E., Fiameni, G., Vessio, G. & Castellano, G. Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. ECAI (2025)
Valerio, A.G., Trufanova, K., de Benedictis, S., Vessio, G. & Castellano, G. From segmentation to explanation: Generating textual reports from MRI with LLMs. Comput Methods Programs Biomed (2025)
Loconte, L., et al. What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? TMLR (2025)
Scaringi, R., Fiameni, G., Vessio, G. & Castellano, G. GraphCLIP: Image-graph contrastive learning for multimodal artwork classification. Knowl-Based Syst (2025)
Fanelli, N., Vessio, G. & Castellano, G. I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. WACV (2025)
Diaz, M., et al. Neural network modelling of kinematic and dynamic features for signature verification. Pattern Recognit Lett (2025)
De Marinis, P., Vessio, G. & Castellano, G. RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection. ECCVW (2024)
Rinaldi, I., Fanelli, N., Castellano, G. & Vessio, G. Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation. ECCVW (2024)
Porro, R., Ercole, T., Pipitò, G., Vessio, G. & Loglisci, C. Pathways to success: a machine learning approach to predicting investor dynamics in equity and lending crowdfunding campaigns. J Intell Inf Syst (2024)
Amendola, D., Basile, A., Castellano, G., Vessio, G. & Zaza, G. From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN (2024)
Castellano, G., Esposito, A., Lella, E., Montanaro, G. & Vessio, G. Automated detection of Alzheimer's disease: a multi-modal approach with 3D MRI and amyloid PET. Sci Rep (2024)
Diaz, M., Ferrer, M.A. & Vessio, G. Explainable offline automatic signature verifier to support forensic handwriting examiners. Neural Comput Appl (2024)
Castellano, G., De Marinis, P., & Vessio, G. Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS (2023)
Castellano, G., De Marinis, P., & Vessio, G. Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing (2023)
Casalino, G., Castellano, G., Consiglio, A., Nuzziello, N. & Vessio, G. MicroRNA expression classification for pediatric multiple sclerosis identification. J Ambient Intell Humaniz Comput (2023)
Bianco, T., Castellano, G., Scaringi, R. & Vessio, G. Identifying AI-Generated Art with Deep Learning. CREAI (2023)
Castellano, G., Fanelli, N., Scaringi, R. & Vessio, G. Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. FAPER (2023)
De Ruvo, S., Pio, G., Vessio & G., Volpe, V. Forecasting and what-if analysis of new positive COVID-19 cases during the first three waves in Italy. Med Biol Eng Comput (2023)
Castellano, G., Lella, E., Longo, V., Placidi, G., Polsinelli, M. & Vessio, G. Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. CBMS (2023)
Castellano, G., Cotardo, E., Mencar, C., & Vessio, G. Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing (2023)
Kaczmarek-Majer, K., et al. PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf Sci (2022)
Castellano, G. & Vessio, G. A Deep Learning Approach to Clustering Visual Arts. Int J Comput Vis (2022)
Testi, M., Ballabio, M., Frontoni, E., Iannello, G., Moccia, S., Soda, P. & Vessio, G. MLOps: A Taxonomy and a Methodology. IEEE Access (2022)
Castellano, G., Digeno, V., Sansaro, G. & Vessio, G. Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl-Based Syst (2022)
Moetesum, M., Diaz, M., Masroor, U., Siddiqi, I. & Vessio, G. A survey of visual and procedural handwriting analysis for neuropsychological assessment. Neural Comput Appl (2022)
Andresini, G., Appice, A., Caforio, F.P., Malerba, D. & Vessio, G. ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection. Expert Syst Appl (2022)
Caputo, S., Castellano, G., Greco, F., Mencar, C., Petti, N. & Vessio, G. Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. AIxIA (2021)
Castellano, G., Castiello, C., Montemurro, A., Vessio, G. & Zaza, G. Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF (2021)
Castellano, G., De Carolis, B., Marvulli, N., Sciancalepore, M. & Vessio, G. Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. CAIP (2021)
Mazzolini, D., Mignone, P., Pavan, P. & Vessio, G. An easy-to-explain decision support framework for forensic analysis of dynamic signatures. Forensic Sci Int: Digit Investig (2021)
Castellano, G. & Vessio, G. Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. Neural Comput Appl (2021)
Diaz, M., Moetesum, M., Siddiqi, I. & Vessio, G. Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs. Expert Syst Appl (2021)
Castellano, G., Lella, E. & Vessio, G. Visual link retrieval and knowledge discovery in painting datasets. Multim Tools Appl (2021)
Casalino, G., Castellano, G. & Vessio, G. Exploiting Time in Adaptive Learning from Educational Data. HELMETO (2020)
Castellano, G., De Carolis, B., Macchiarulo, N. & Vessio, G. Pepper4Museum: Towards a Human-like Museum Guide. AVI-CH (2020)
Castellano, G., Castiello, C., Cianciotta, M., Mencar, C. & Vessio, G. Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. ECCVW (2020)
Lella, E. & Vessio, G. Ensembling complex network 'perspectives' for mild cognitive impairment detection with artificial neural networks. Pattern Recognit Lett (2020)
Castellano, G., Castiello, C., Mencar, C. & Vessio, G. Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access (2020)
Vessio, G. Dynamic Handwriting Analysis for Neurodegenerative Disease Assessment: A Literary Review. Appl Sci (2019)
Impedovo, D., Pirlo, G., Sarcinella, L. & Vessio, G. An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification. SMC (2019)
Diaz, M., Ferrer, M.A., Impedovo, D., Pirlo, G. & Vessio, G. Dynamically enhanced static handwriting representation for Parkinson's disease detection. Pattern Recognit Lett (2019)
Impedovo, D., Pirlo, G., Angelillo, M.T. & Vessio, G. A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia. Cogn Comput (2019)
Angelillo, M.T., Balducci, F., Impedovo, D., Pirlo, G. & Vessio, G. Attentional Pattern Classification for Automatic Dementia Detection. IEEE Access (2019)
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