Giovanna Castellano
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
70
Venues
31
Active years
1996–2026
Best venue rank
A*
Where they publish
- BIJCNN7 papers
- CEUSFLAT6 papers
- NationalICIAP5 papers
- CISDA5 papers
- BICPR4 papers
- A*ECCV4 papers
- BCBMS3 papers
- BSMC3 papers
- BMDAI3 papers
- BKES3 papers
- ABPM2 papers
- BICPM2 papers
- BAVI2 papers
- ADIS2 papers
- CIV2 papers
- CHIS2 papers
- AECAI1 paper
- AWACV1 paper
- CFedCSIS1 paper
- CIJCCI1 paper
- BSERVICES1 paper
- CCAIP1 paper
- CISCC1 paper
- BRO-MAN1 paper
- BSOFSEM1 paper
- CIFSA1 paper
- A*AAAI1 paper
- CISMIS1 paper
- NationalGRC1 paper
- MulticonferenceICCS1 paper
- AIROS1 paper
Papers
70 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | WeedDiffusion: A Dual-Branch Synthetic Augmentation Framework for Weed Mapping. | Pasquale De Marinis, Antonio Iammarino, Gennaro Vessio, Giovanna Castellano |
| 2025 | ECAI | Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. | Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano |
| 2025 | ICIAP | A Weakly-Supervised Learning Approach for RGB Crop Detection Using UAV Imagery. | Pasquale De Marinis, Federico Canistro, Gennaro Vessio, Giovanna Castellano |
| 2025 | ICIAP | UKANWeed: An Application of Kolmogorov-Arnold Networks to Weed Mapping. | Pasquale De Marinis, Elena Tavoletti, Gennaro Vessio, Giovanna Castellano |
| 2025 | ICIAP | Unveiling Visual Features in Artwork Classification: Towards Explainable Vision Transformers in the Arts. | Raffaele Scaringi, Nicola Fanelli, Gennaro Vessio, Giovanna Castellano |
| 2025 | IJCNN | Enhancing the Explainability of Neuro-Fuzzy Systems with Large Language Models: A Case Study on EEG-Based Epileptic Seizure Classification. | Gabriella Casalino, Giovanna Castellano, Alberto G. Valerio, Gennaro Vessio, Gianluca Zaza |
| 2025 | WACV | I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. | Nicola Fanelli, Gennaro Vessio, Giovanna Castellano |
| 2024 | ECCV | RoWeeder: Unsupervised Weed Mapping Through Crop-Row Detection. | Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano |
| 2024 | ECCV | Art2Mus: Bridging Visual Arts and Music Through Cross-Modal Generation. | Ivan Rinaldi, Nicola Fanelli, Giovanna Castellano, Gennaro Vessio |
| 2024 | IJCNN | From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. | Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza |
| 2023 | CBMS | Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. | Giovanna Castellano, Eufemia Lella, Valerio Longo, Giuseppe Placidi, Matteo Polsinelli, Gennaro Vessio |
| 2023 | CBMS | Graph Model to Represent Color Closeness in Pseudo-color Multimodal MRI. | Alessandro Pio, Giovanna Castellano, Filippo Mignosi, Giuseppe Placidi, Matteo Polsinelli, Alessandro Sciarra, Gennaro Vessio |
| 2023 | EUSFLAT | Interpretable Neuro-Fuzzy Models for Stress Prediction. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2023 | FedCSIS | Applying Knowledge Distillation to Improve Weed Mapping With Drones. | Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio |
| 2023 | ICIAP | Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. | Giovanna Castellano, Nicola Fanelli, Raffaele Scaringi, Gennaro Vessio |
| 2023 | IJCCI | Semi-Supervised Fuzzy C-Means for Regression. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2022 | CBMS | Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. | Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio |
| 2022 | ICIAP | Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings. | Sinem Aslan, Giovanna Castellano, Vincenzo Digeno, Giuseppe Migailo, Raffaele Scaringi, Gennaro Vessio |
| 2022 | ICPR | Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification. | Giovanna Castellano, Giuseppe Placidi, Matteo Polsinelli, Gianpiero Tulipani, Gennaro Vessio |
| 2022 | IJCNN | Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. | Giovanna Castellano, Corrado Mencar, Gaetano Sette, Francesco Saverio Troccoli, Gennaro Vessio |
| 2022 | ISDA | Explainable Fuzzy Models for Learning Analytics. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2022 | SMC | A mobile app for contactless measurement of vital signs through remote Photoplethysmography. | Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza |
| 2022 | SERVICES | A multi-view deep learning approach for predictive business processes monitoring. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2021 | BPM | Leveraging Multi-view Deep Learning for Next Activity Prediction. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2021 | CAIP | Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. | Giovanna Castellano, Berardina De Carolis, Nicola Marvulli, Mauro Sciancalepore, Gennaro Vessio |
| 2021 | EUSFLAT | Balancing Data Within Incremental Semi-supervised Fuzzy Clustering for Credit Card Fraud Detection. | Gabriella Casalino, Giovanna Castellano, Nicola Marvulli |
| 2021 | ICPM | FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. | Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba |
| 2021 | ISDA | Neuro-Fuzzy Systems for Learning Analytics. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2021 | MDAI | Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. | Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio |
| 2020 | AVI | Social Assistive Robots in Elderly Care: Exploring the role of Empathy. | Paolo Buono, Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo |
| 2020 | AVI | Pepper4Museum: Towards a Human-like Museum Guide. | Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Gennaro Vessio |
| 2020 | BPM | Predictive Process Mining Meets Computer Vision. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2020 | DIS | Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. | Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer |
| 2020 | DIS | Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks. | Giovanna Castellano, Gennaro Vessio |
| 2020 | ECCV | Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. | Giovanna Castellano, Ciro Castiello, Marco Cianciotta, Corrado Mencar, Gennaro Vessio |
| 2020 | ECCV | VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. | Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Madeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao |
| 2020 | ICPR | A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings. | Giovanna Castellano, Gennaro Vessio |
| 2020 | ICPR | Deep Convolutional Embedding for Digitized Painting Clustering. | Giovanna Castellano, Gennaro Vessio |
| 2020 | IJCNN | Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. | Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio |
| 2020 | ISCC | A mHealth solution for contact-less self-monitoring of blood oxygen saturation. | Gabriella Casalino, Giovanna Castellano, Gianluca Zaza |
| 2020 | RO-MAN | Recognizing the Waving Gesture in the Interaction with a Social Robot. | Giovanna Castellano, Antonio Cervelione, Marco Cianciotta, Berardina De Carolis, Gennaro Vessio |
| 2020 | SOFSEM | Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. | Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio |
| 2019 | EUSFLAT | Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2019 | ICPM | Using Convolutional Neural Networks for Predictive Process Analytics. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2019 | IV | Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. | Gabriella Casalino, Giovanna Castellano, Corrado Mencar |
| 2019 | MDAI | A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. | Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri |
| 2019 | SMC | Learning waste Recycling by playing with a Social Robot. | Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Veronica Rossano |
| 2018 | IV | A Revision Control System for Image Editing in Collaborative Multimedia Design. | Fabio Calefato, Giovanna Castellano, Veronica Rossano |
| 2013 | EUSFLAT | Shape Retrieval by Partially Supervised Fuzzy Clustering. | Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello |
| 2013 | IFSA | Fuzzy clustering based encoding for Visual Object Classification. | Danilo Dell'Agnello, Gustavo Carneiro, Tat-Jun Chin, Giovanna Castellano, Anna Maria Fanelli |
| 2011 | ISDA | A collaborative situation-aware scheme for mobile service recommendation. | Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello |
| 2011 | KES | Fuzzy Image Labeling by Partially Supervised Shape Clustering. | Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello |
| 2010 | ISDA | A competitive learning strategy for adapting fuzzy user profiles. | Giovanna Castellano, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello |
| 2009 | ISDA | Modeling User Preferences through Adaptive Fuzzy Profiles. | Corrado Mencar, Maria Alessandra Torsello, Danilo Dell'Agnello, Giovanna Castellano, Ciro Castiello |
| 2008 | AAAI | A Neuro-Fuzzy Strategy for Web Personalization. | Giovanna Castellano, Anna Maria Fanelli, Paola Plantamura, Maria Alessandra Torsello |
| 2008 | HIS | Recommendation Rule Extraction by a Neuro-Fuzzy Approach. | Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello |
| 2008 | KES | Categorization of Web Users by Fuzzy Clustering. | Giovanna Castellano, Maria Alessandra Torsello |
| 2006 | ISMIS | VIRMA: Visual Image Retrieval by Shape MAtching. | Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli |
| 2005 | EUSFLAT | Some Fundamental Interpretability Issues in Fuzzy Modeling. | Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli |
| 2005 | GRC | DCf: a double clustering framework for fuzzy information granulation. | Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar |
| 2005 | MDAI | Meta-data: Characterization of Input Features for Meta-learning. | Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli |
| 2004 | IJCNN | Neuro-fuzzy analysis of dermatological images. | Giro Castiello, Giovanna Castellano, Anna Maria Fanelli |
| 2003 | EUSFLAT | Diagnosis of dermatological diseases by a neuro-fuzzy system. | Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, C. Leone |
| 2003 | HIS | Design of Transparent Mamdani Fuzzy Inference Systems. | Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar |
| 2003 | KES | Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. | Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar |
| 2003 | SMC | A fuzzy clustering approach for mining diagnostic rules. | Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar |
| 2002 | ICCS | KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning. | Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli |
| 2000 | IJCNN | A Self-Organizing Neural Fuzzy Inference Network. | Giovanna Castellano, Anna Maria Fanelli |
| 1999 | IJCNN | Feature selection: a neural approach. | Giovanna Castellano, Anna Maria Fanelli |
| 1996 | IROS | Automatic generation of rules for a fuzzy robotic controller. | Giovanna Castellano, Giovanni Attolico, Ettore Stella, Arcangelo Distante |