Giovanna Castellano

233 papers A* 1A 3B 29C 11Misc 2Journal 88Unranked 92

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Art2Mus: Artwork-to-Music Generation via Visual Conditioning and Large-Scale Cross-Modal Alignment. CoRR Ivan Rinaldi, Matteo Mendula, Nicola Fanelli, Florence Levé, Matteo Testi, Giovanna Castellano, Gennaro Vessio
2026	J	`jnl`	H andscribe : A gloss-free framework for sign language translation and gloss sequence generation. Comput. Vis. Image Underst. Emanuele Colonna, Ivan Rinaldi, David Landi, Gennaro Vessio, Giovanna Castellano
2026	J	`jnl`	Integrating robotic kinematics and dynamics with online handwriting features for dysgraphia classification. Biomed. Signal Process. Control. Francesco Brescia, Belén Esther Alemán Santana, Moisés Díaz, Gennaro Vessio, Miguel Ángel Ferrer, Giovanna Castellano
2025	—	`conf`	A Weakly-Supervised Learning Approach for RGB Crop Detection Using UAV Imagery. ICIAP (Workshops 1) Pasquale De Marinis, Federico Canistro, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	ArtSeek: Deep artwork understanding via multimodal in-context reasoning and late interaction retrieval. CoRR Nicola Fanelli, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	Calibrated Weed Mapping. Green-Aware AI@ECAI Pasquale De Marinis, Gabriele Detomaso, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	DistillFSS: Synthesizing Few-Shot Knowledge into a Lightweight Segmentation Model. CoRR Pasquale De Marinis, Pieter M. Blok, Uzay Kaymak, Rogier Brussee, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	Enhancing Non-Negative Matrix Factorization Interpretability with Fuzzy Representations. FUZZ Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2025	B	`conf`	Enhancing the Explainability of Neuro-Fuzzy Systems with Large Language Models: A Case Study on EEG-Based Epileptic Seizure Classification. IJCNN Gabriella Casalino, Giovanna Castellano, Alberto G. Valerio, Gennaro Vessio, Gianluca Zaza
2025	J	`jnl`	Estimating blood pressure using video-based PPG and deep learning. Image Vis. Comput. Gianluca Zaza, Gabriella Casalino, Sergio Caputo, Giovanna Castellano
2025	J	`jnl`	Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments. Evol. Syst. Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniele Schicchi, Davide Taibi, Gianluca Zaza
2025	J	`jnl`	From segmentation to explanation: Generating textual reports from MRI with LLMs. Comput. Methods Programs Biomed. Alberto G. Valerio, Katya Trufanova, Salvatore de Benedictis, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	Generative AI across modalities: insights from our research on domain-aware content generation. Ital-IA Giovanna Castellano, Emanuele Colonna, Nicola Fanelli, Lucrezia Laraspata, Ivan Rinaldi, Alberto G. Valerio, Gennaro Vessio
2025	J	`jnl`	GraphCLIP: Image-graph contrastive learning for multimodal artwork classification. Knowl. Based Syst. Raffaele Scaringi, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2025	A	`conf`	I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. WACV Nicola Fanelli, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters. Inf. Syst. Frontiers Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2025	J	`jnl`	Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis. Fuzzy Sets Syst. Daniel Leite, Gabriella Casalino, Katarzyna Kaczmarek-Majer, Giovanna Castellano
2025	—	`conf`	Intelligent drones with vision technology for sustainable weed mapping in precision agriculture. Ital-IA Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano
2025	A	`conf`	Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. ECAI Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	Matching-Based Few-Shot Semantic Segmentation Models Are Interpretable by Design. CoRR Pasquale De Marinis, Uzay Kaymak, Rogier Brussee, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	Modeling and benchmarking quantum optical neurons for efficient neural computation. CoRR Andrea Andrisani, Gennaro Vessio, Fabrizio Sgobba, Francesco Di Lena, Luigi Santamaria Amato, Giovanna Castellano
2025	—	`conf`	Multimodal Artwork Topic Modeling via Fine-Tuned Clip and Knowledge-Driven Prompts. MLSP Raffaele Scaringi, Giovanni Stea, Nicola Fanelli, Gennaro Vessio, Giovanna Castellano
2025	J	`jnl`	Neural network modelling of kinematic and dynamic features for signature verification. Pattern Recognit. Lett. Moisés Díaz, Miguel A. Ferrer, Jose Juan Quintana, Adam Wolniakowski, Roman Trochimczuk, Kanstantsin Miatliuk, Giovanna Castellano, Gennaro Vessio
2025	—	`conf`	SISTER: social robots to support biopsychosocial frailty. Ital-IA Vincenzo Solfrizzi, Claudia Chiapparino, Giovanna Castellano, Berardina Nadja De Carolis, Davide Lofrese, Giuseppe Palestra, Aurora Toma, Loredana Perla, Stefania Massaro, Maria Teresa Santacroce, Giuseppe De Simone, Alessia Saggese, Mario Vento
2025	J	`jnl`	Take a Peek: Efficient Encoder Adaptation for Few-Shot Semantic Segmentation via LoRA. CoRR Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	UKANWeed: An Application of Kolmogorov-Arnold Networks to Weed Mapping. ICIAP (Workshops 1) Pasquale De Marinis, Elena Tavoletti, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	Unveiling Visual Features in Artwork Classification: Towards Explainable Vision Transformers in the Arts. ICIAP (Workshops 1) Raffaele Scaringi, Nicola Fanelli, Gennaro Vessio, Giovanna Castellano
2025	—	`conf`	Using Heterogeneous Graph Neural Networks for Explainable Next-Activity Prediction. SEBD Vincenzo Pasquadibisceglie, Raffaele Scaringi, Annalisa Appice, Giovanna Castellano, Donato Malerba
2024	J	`jnl`	${\sf PROPHET}$PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks. IEEE Trans. Serv. Comput. Vincenzo Pasquadibisceglie, Raffaele Scaringi, Annalisa Appice, Giovanna Castellano, Donato Malerba
2024	—	`conf`	A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024	—	`conf`	Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. Ital-IA Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza
2024	—	`conf`	Art2Mus: Bridging Visual Arts and Music Through Cross-Modal Generation. ECCV Workshops (5) Ivan Rinaldi, Nicola Fanelli, Giovanna Castellano, Gennaro Vessio
2024	J	`jnl`	Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation. CoRR Ivan Rinaldi, Nicola Fanelli, Giovanna Castellano, Gennaro Vessio
2024	—	`conf`	Does Time Matter in Analyzing Educational Data? - A New Dataset for Streaming Learning Analytics. AIxEDU@AI*IA Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2024	—	`conf`	Enhancing Human Capital Management through GPT-driven Questionnaire Generation. NL4AI@AI*IA Lucrezia Laraspata, Fabio Cardilli, Giovanna Castellano, Gennaro Vessio
2024	—	`conf`	Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers. SEBD Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2024	—	`conf`	Explaining Predictions of Hypertension Disease through Anchors. EXPLIMED@ECAI Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza
2024	—	`conf`	Exploring the Role of Empathy in Designing Social Robots for Elderly People. UMAP (Adjunct Publication) Berardina Nadja De Carolis, Giuseppe Palestra, Giovanna Castellano
2024	B	`conf`	From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza
2024	J	`jnl`	I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. CoRR Nicola Fanelli, Gennaro Vessio, Giovanna Castellano
2024	—	`conf`	Integrating Graph Neural Networks and Fuzzy Logic to Enhance Deep Learning Interpretability. EXPLIMED@ECAI Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza
2024	J	`jnl`	JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction. IEEE Trans. Serv. Comput. Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2024	J	`jnl`	Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. CoRR Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi, Emanuele Colonna, Giuseppe Fiameni, Gennaro Vessio, Giovanna Castellano
2024	J	`jnl`	Neural network modelling of kinematic and dynamic features for signature verification. CoRR Moisés Díaz, Miguel A. Ferrer, Jose Juan Quintana, Adam Wolniakowski, Roman Trochimczuk, Kanstantsin Miatliuk, Giovanna Castellano, Gennaro Vessio
2024	—	`ed.`	Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024. EXPLIMED@ECAI Gianluca Zaza, Gabriella Casalino, Giovanna Castellano
2024	—	`conf`	Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024	—	`conf`	RoWeeder: Unsupervised Weed Mapping Through Crop-Row Detection. ECCV Workshops (3) Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano
2024	J	`jnl`	RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection. CoRR Pasquale De Marinis, Gennaro Vessio, Giovanna Castellano
2024	—	`conf`	Towards Italian Sign Language Generation for Digital Humans. NL4AI@AI*IA Emanuele Colonna, Alessandro Arezzo, Domenico Roberto, David Landi, Felice Vitulano, Gennaro Vessio, Giovanna Castellano
2024	—	`conf`	Towards Social Robot-based Inclusive Museum Experiences for Children with ASD. AVICH@AVI Giovanna Castellano, Berardina De Carolis, Stefano Ferilli, Stefania Massaro, Giuseppe Palestra, Loredana Perla, Maria Teresa Santacroce
2024	—	`conf`	Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps. XAI.it@AI*IA Giovanna Castellano, Maria Grazia Miccoli, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza
2023	J	`jnl`	An automatic MRI brain image segmentation technique using edge-region-based level set. J. Supercomput. Nasser Aghazadeh, Paria Moradi, Giovanna Castellano, Parisa Noras
2023	C	`conf`	Applying Knowledge Distillation to Improve Weed Mapping With Drones. FedCSIS Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
2023	—	`conf`	Automatic analysis of artistic heritage through Artificial Intelligence. IRCDL Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
2023	J	`jnl`	Automatic facial emotion recognition at the COVID-19 pandemic time. Multim. Tools Appl. Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo
2023	B	`conf`	Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. CBMS Giovanna Castellano, Eufemia Lella, Valerio Longo, Giuseppe Placidi, Matteo Polsinelli, Gennaro Vessio
2023	J	`jnl`	DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring. Eng. Appl. Artif. Intell. Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2023	J	`jnl`	Density-based clustering with fully-convolutional networks for crowd flow detection from drones. CoRR Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
2023	J	`jnl`	Density-based clustering with fully-convolutional networks for crowd flow detection from drones. Neurocomputing Giovanna Castellano, Eugenio Cotardo, Corrado Mencar, Gennaro Vessio
2023	J	`jnl`	Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. J. Ambient Intell. Humaniz. Comput. Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023	—	`conf`	Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. ICIAP Workshops (2) Giovanna Castellano, Nicola Fanelli, Raffaele Scaringi, Gennaro Vessio
2023	B	`conf`	Graph Model to Represent Color Closeness in Pseudo-color Multimodal MRI. CBMS Alessandro Pio, Giovanna Castellano, Filippo Mignosi, Giuseppe Placidi, Matteo Polsinelli, Alessandro Sciarra, Gennaro Vessio
2023	—	`conf`	Identifying AI-Generated Art with Deep Learning. CREAI@AI*IA Tommaso Bianco, Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
2023	—	`conf`	Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023	—	`conf`	Leveraging Explainable AI Methods and Tools for Educational Data. HELMeTO Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2023	J	`jnl`	MicroRNA expression classification for pediatric multiple sclerosis identification. J. Ambient Intell. Humaniz. Comput. Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Nicoletta Nuzziello, Gennaro Vessio
2023	—	`ed.`	Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 18, 2022. OLUD@WCCI Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniel Leite
2023	—	`conf`	Recognizing the Style, Genre, and Emotion of a Work of Art Through Visual and Knowledge Graph Embeddings. AI*IA Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio
2023	J	`jnl`	STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams. IEEE Trans. Serv. Comput. Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Nicola Fiorentino, Donato Malerba
2023	C	`conf`	Semi-Supervised Fuzzy C-Means for Regression. IJCCI Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2023	J	`jnl`	Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. Int. J. Appl. Math. Comput. Sci. Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
2023	J	`jnl`	Weed mapping in multispectral drone imagery using lightweight vision transformers. Neurocomputing Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio
2022	J	`jnl`	A Deep Learning Approach to Clustering Visual Arts. Int. J. Comput. Vis. Giovanna Castellano, Gennaro Vessio
2022	J	`jnl`	A Multi-View Deep Learning Approach for Predictive Business Process Monitoring. IEEE Trans. Serv. Comput. Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2022	B	`conf`	A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza
2022	B	`conf`	A multi-view deep learning approach for predictive business processes monitoring. SERVICES Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2022	—	`conf`	Computer Vision Meets Drones: Our Research Experience. DP@AI*IA Giovanna Castellano, Corrado Mencar, Gennaro Vessio
2022	B	`conf`	Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. FUZZ-IEEE Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
2022	B	`conf`	Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. IJCNN Giovanna Castellano, Corrado Mencar, Gaetano Sette, Francesco Saverio Troccoli, Gennaro Vessio
2022	J	`jnl`	Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. Soft Comput. Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Corrado Mencar
2022	—	`conf`	Explainable Fuzzy Models for Learning Analytics. ISDA (3) Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2022	J	`jnl`	Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. Inf. Sci. Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
2022	—	`conf`	Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel F. Leite, Olgierd Hryniewicz
2022	—	`ed.`	IEEE International Conference on Evolving and Adaptive Intelligent System, EAIS 2022, Larnaca, Cyprus, May 25-26, 2022 EAIS Plamen Angelov, George A. Papadopoulos, Giovanna Castellano, José A. Iglesias, Gabriella Casalino, Edwin Lughofer, Daniel Leite
2022	B	`conf`	Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. CBMS Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio
2022	J	`jnl`	Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. Knowl. Based Syst. Giovanna Castellano, Vincenzo Digeno, Giovanni Sansaro, Gennaro Vessio
2022	J	`jnl`	PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf. Sci. Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
2022	J	`jnl`	PROMISE: Coupling predictive process mining to process discovery. Inf. Sci. Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Wil M. P. van der Aalst
2022	—	`conf`	Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings. ICIAP Workshops (1) Sinem Aslan, Giovanna Castellano, Vincenzo Digeno, Giuseppe Migailo, Raffaele Scaringi, Gennaro Vessio
2022	—	`conf`	Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification. ICPR Workshops (1) Giovanna Castellano, Giuseppe Placidi, Matteo Polsinelli, Gianpiero Tulipani, Gennaro Vessio
2021	J	`jnl`	A deep learning approach to clustering visual arts. CoRR Giovanna Castellano, Gennaro Vessio
2021	J	`jnl`	ArtGraph: Towards an Artistic Knowledge Graph. CoRR Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio
2021	B	`conf`	Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. MDAI Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
2021	—	`conf`	Automatic Emotion Recognition from Facial Expressions when Wearing a Mask. CHItaly Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo
2021	—	`conf`	Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza
2021	—	`conf`	Balancing Data Within Incremental Semi-supervised Fuzzy Clustering for Credit Card Fraud Detection. IFSA/EUSFLAT/AGOP Gabriella Casalino, Giovanna Castellano, Nicola Marvulli
2021	J	`jnl`	Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. Neural Comput. Appl. Giovanna Castellano, Gennaro Vessio
2021	—	`conf`	Detecting Emotions During Cognitive Stimulation Training with the Pepper Robot. HFR Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Olimpia Pino
2021	—	`conf`	Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET. SSCI Giovanna Castellano, Andrea Esposito, Marco Mirizio, Graziano Montanaro, Gennaro Vessio
2021	J	`jnl`	Editorial for Special Issue "Fine Art Pattern Extraction and Recognition". J. Imaging Fabio Bellavia, Giovanna Castellano, Gennaro Vessio
2021	B	`conf`	FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. ICPM Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba
2021	—	`conf`	Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. AI*IA Sergio Caputo, Giovanna Castellano, Francesco Greco, Corrado Mencar, Niccolò Petti, Gennaro Vessio
2021	—	`conf`	Integrating Contextual Knowledge to Visual Features for Fine Art Classification. DL4KG@ISWC Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio
2021	B	`conf`	Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2021	—	`conf`	Leveraging Multi-view Deep Learning for Next Activity Prediction. ITBPM@BPM Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2021	C	`conf`	Neuro-Fuzzy Systems for Learning Analytics. ISDA Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021	—	`conf`	On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021	J	`jnl`	PeppeRecycle: Improving Children's Attitude Toward Recycling by Playing with a Social Robot. Int. J. Soc. Robotics Giovanna Castellano, Berardina De Carolis, Francesca D'Errico, Nicola Macchiarulo, Veronica Rossano
2021	—	`conf`	Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. CAIP (2) Giovanna Castellano, Berardina De Carolis, Nicola Marvulli, Mauro Sciancalepore, Gennaro Vessio
2021	—	`conf`	Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza
2021	—	`conf`	Understanding Art with AI: Our Research Experience. DP@AI*IA Giovanna Castellano, Gennaro Vessio
2021	—	`conf`	Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021	J	`jnl`	VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. CoRR 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 Krüger, 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-Máadeed, 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
2021	J	`jnl`	Visual link retrieval and knowledge discovery in painting datasets. Multim. Tools Appl. Giovanna Castellano, Eufemia Lella, Gennaro Vessio
2020	—	`conf`	A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings. ICPR Workshops (3) Giovanna Castellano, Gennaro Vessio
2020	C	`conf`	A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2020	B	`conf`	Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. IJCNN Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
2020	B	`conf`	Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. SOFSEM Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
2020	J	`jnl`	Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. IEEE Access Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
2020	B	`conf`	Deep Convolutional Embedding for Digitized Painting Clustering. ICPR Giovanna Castellano, Gennaro Vessio
2020	B	`conf`	Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks. DS Giovanna Castellano, Gennaro Vessio
2020	J	`jnl`	Deep convolutional embedding for digitized painting clustering. CoRR Giovanna Castellano, Gennaro Vessio
2020	B	`conf`	Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
2020	—	`conf`	Exploiting Time in Adaptive Learning from Educational Data. HELMeTO Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
2020	—	`conf`	Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. ECCV Workshops (4) Giovanna Castellano, Ciro Castiello, Marco Cianciotta, Corrado Mencar, Gennaro Vessio
2020	J	`jnl`	ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs. IEEE Access Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba, Giuseppe Modugno
2020	—	`conf`	Pepper4Museum: Towards a Human-like Museum Guide. AVI²CH@AVI Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Gennaro Vessio
2020	—	`conf`	Predictive Process Mining Meets Computer Vision. BPM (Forum) Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2020	B	`conf`	Recognizing the Waving Gesture in the Interaction with a Social Robot. RO-MAN Giovanna Castellano, Antonio Cervelione, Marco Cianciotta, Berardina De Carolis, Gennaro Vessio
2020	—	`conf`	Social Assistive Robots in Elderly Care: Exploring the role of Empathy. EMPATHY@AVI Paolo Buono, Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo
2020	—	`conf`	Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets. IRCDL Giovanna Castellano, Gennaro Vessio
2020	—	`conf`	VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. ECCV Workshops (4) 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 Krüger, 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-Máadeed, 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	J	`jnl`	Visual link retrieval and knowledge discovery in painting datasets. CoRR Giovanna Castellano, Eufemia Lella, Gennaro Vessio
2019	B	`conf`	A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. MDAI Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri
2019	J	`jnl`	Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Inf. Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019	J	`jnl`	Correction to: RECODE: revision control for digital images. Multim. Tools Appl. Fabio Calefato, Giovanna Castellano, Veronica Rossano
2019	—	`conf`	Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2019	J	`jnl`	Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2019	—	`conf`	Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019	—	`conf`	Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2019	B	`conf`	Learning waste Recycling by playing with a Social Robot. SMC Giovanna Castellano, Berardina De Carolis, Nicola Macchiarulo, Veronica Rossano
2019	J	`jnl`	RECODE: revision control for digital images. Multim. Tools Appl. Fabio Calefato, Giovanna Castellano, Veronica Rossano
2019	B	`conf`	Using Convolutional Neural Networks for Predictive Process Analytics. ICPM Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba
2018	—	`conf`	A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
2018	C	`conf`	A Revision Control System for Image Editing in Collaborative Multimedia Design. IV Fabio Calefato, Giovanna Castellano, Veronica Rossano
2018	J	`jnl`	A Revision Control System for Image Editing in Collaborative Multimedia Design. CoRR Fabio Calefato, Giovanna Castellano, Veronica Rossano
2018	—	`conf`	Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2018	—	`conf`	Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2018	J	`jnl`	Special Issue on Fuzzy Logic for Image Processing. Inf. Laura Caponetti, Giovanna Castellano
2017	J	`jnl`	FISDeT: Fuzzy Inference System Development Tool. Int. J. Comput. Intell. Syst. Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
2017	J	`jnl`	MR Brain Image Segmentation: A Framework to Compare Different Clustering Techniques. Inf. Laura Caponetti, Giovanna Castellano, Vito Corsini
2017	B	`conf`	The FISDeT software: Application to beer style classification. FUZZ-IEEE Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli
2016	—	`conf`	Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering. WILF Giovanna Castellano, Anna Maria Fanelli
2016	J	`jnl`	Shape annotation for intelligent image retrieval. Appl. Intell. Giovanna Castellano, Anna Maria Fanelli, Gianluca Sforza, Maria Alessandra Torsello
2015	—	`conf`	Incremental indexing of objects in pictorial databases. DMS Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2015	J	`jnl`	Incremental indexing of objects in pictorial databases. J. Vis. Lang. Sentient Syst. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2014	J	`jnl`	A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning. Neurocomputing Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
2014	J	`jnl`	Fuzzy mathematical morphology for biological image segmentation. Appl. Intell. Laura Caponetti, Giovanna Castellano, Teresa Maria Altomare Basile, Vito Corsini
2014	—	`conf`	Incremental semi-supervised fuzzy clustering for shape annotation. CIMSIVP Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2014	J	`jnl`	Shape annotation by semi-supervised fuzzy clustering. Inf. Sci. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2013	J	`jnl`	A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. J. Ambient Intell. Humaniz. Comput. Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
2013	—	`conf`	Fuzzy Shape Clustering for Image Retrieval. HICSS Giovanna Castellano, Anna Maria Fanelli, F. Paparella, Maria Alessandra Torsello
2013	—	`conf`	Fuzzy clustering based encoding for Visual Object Classification. IFSA/NAFIPS Danilo Dell'Agnello, Gustavo Carneiro, Tat-Jun Chin, Giovanna Castellano, Anna Maria Fanelli
2013	—	`conf`	Shape Annotation by Incremental Semi-supervised Fuzzy Clustering. WILF Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2013	—	`conf`	Shape Retrieval by Partially Supervised Fuzzy Clustering. EUSFLAT Conf. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2012	J	`jnl`	Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images. IEEE Trans. Instrum. Meas. Gianluca Sforza, Giovanna Castellano, Sai Krishna Arika, Robert W. LeAnder, Ronald Joe Stanley, William V. Stoecker, Jason R. Hagerty
2011	—	`conf`	A Fuzzy Set Approach for Shape-Based Image Annotation. WILF Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2011	C	`conf`	A collaborative situation-aware scheme for mobile service recommendation. ISDA Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2011	J	`jnl`	Biologically inspired emotion recognition from speech. EURASIP J. Adv. Signal Process. Laura Caponetti, Cosimo Alessandro Buscicchio, Giovanna Castellano
2011	—	`conf`	Cytoplasm Image Segmentation by Spatial Fuzzy Clustering. WILF Laura Caponetti, Giovanna Castellano, Vito Corsini, Teresa Maria Altomare Basile
2011	—	`conf`	Fuzzy Image Labeling by Partially Supervised Shape Clustering. KES (2) Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2011	J	`jnl`	NEWER: A system for NEuro-fuzzy WEb Recommendation. Appl. Soft Comput. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2010	J	`jnl`	A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm. IEEE Trans. Instrum. Meas. Teresa Maria Altomare Basile, Laura Caponetti, Giovanna Castellano, Gianluca Sforza
2010	C	`conf`	A competitive learning strategy for adapting fuzzy user profiles. ISDA Giovanna Castellano, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello
2010	J	`jnl`	Learning Fuzzy User Profiles for Resource Recommendation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Giovanna Castellano, Ciro Castiello, Danilo Dell'Agnello, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello
2010	—	`conf`	Thinking of a System for Image Retrieval. IIR Giovanna Castellano, Gianluca Sforza, Maria Alessandra Torsello
2009	—	`conf`	A System for Deriving a Neuro-Fuzzy Recommendation Model. WILF Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2009	—	`ch.`	How to Derive Fuzzy User Categories for Web Personalization. Web Personalization in Intelligent Environments Giovanna Castellano, Maria Alessandra Torsello
2009	—	`ch.`	Innovations in Web Personalization. Web Personalization in Intelligent Environments Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello, Lakhmi C. Jain
2009	C	`conf`	Modeling User Preferences through Adaptive Fuzzy Profiles. ISDA Corrado Mencar, Maria Alessandra Torsello, Danilo Dell'Agnello, Giovanna Castellano, Ciro Castiello
2009	—	`conf`	Musical Style Classification Using Low-Level Features. AMT Armando Buzzanca, Giovanna Castellano, Anna Maria Fanelli
2009	J	`jnl`	The NEWER system: how to exploit a Neuro-fuzzy strategy for Web recommendation. J. Digit. Inf. Manag. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2009	—	`book`	Web Personalization in Intelligent Environments Giovanna Castellano, Lakhmi C. Jain, Anna Maria Fanelli
2008	A*	`conf`	A Neuro-Fuzzy Strategy for Web Personalization. AAAI Giovanna Castellano, Anna Maria Fanelli, Paola Plantamura, Maria Alessandra Torsello
2008	—	`conf`	Categorization of Web Users by Fuzzy Clustering. KES (2) Giovanna Castellano, Maria Alessandra Torsello
2008	J	`jnl`	Computational Intelligence techniques for Web personalization. Web Intell. Agent Syst. Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2008	J	`jnl`	Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning. Inf. Sci. Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli
2008	C	`conf`	Recommendation Rule Extraction by a Neuro-Fuzzy Approach. HIS Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
2008	—	`conf`	Suggestion of interesting Web pages by a Neuro-fuzzy system. Enterprise Information Systems and Web Technologies Giovanna Castellano, Anna Maria Fanelli, Enrica Gentile, Paola Plantamura, Vito Leonardo Plantamura
2007	J	`jnl`	Distinguishability quantification of fuzzy sets. Inf. Sci. Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2007	—	`ch.`	Evolutionary Neuro-Fuzzy Systems and Applications. Advances in Evolutionary Computing for System Design Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Lakhmi C. Jain
2007	—	`conf`	Improving the Classification Ability of DC WILF Corrado Mencar, Arianna Consiglio, Giovanna Castellano, Anna Maria Fanelli
2007	J	`jnl`	On the Role of Interpretability in Fuzzy Data Mining. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2007	—	`conf`	Similarity-Based Fuzzy Clustering for User Profiling. Web Intelligence/IAT Workshops Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar, Maria Alessandra Torsello
2007	—	`conf`	Web User Profiling Using Fuzzy Clustering. WILF Giovanna Castellano, Fabrizio Mesto, Michele Minunno, Maria Alessandra Torsello
2006	B	`conf`	Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation. FUZZ-IEEE Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2006	J	`jnl`	Interface optimality in fuzzy inference systems. Int. J. Approx. Reason. Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2006	C	`conf`	VIRMA: Visual Image Retrieval by Shape MAtching. ISMIS Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli
2005	J	`jnl`	A hierarchical modular architecture for musical instrument classification. Int. J. Knowl. Based Intell. Eng. Syst. Anna Maria Fanelli, Laura Caponetti, Giovanna Castellano, Cosimo Alessandro Buscicchio
2005	Misc	`conf`	DCf: a double clustering framework for fuzzy information granulation. GrC Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2005	J	`jnl`	Deriving prediction intervals for neuro-fuzzy networks. Math. Comput. Model. Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2005	—	`conf`	Exploring the Way for Meta-learning with the Mindful System. WILF Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli
2005	J	`jnl`	Knowledge discovery by a neuro-fuzzy modeling framework. Fuzzy Sets Syst. Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
2005	B	`conf`	Meta-data: Characterization of Input Features for Meta-learning. MDAI Ciro Castiello, Giovanna Castellano, Anna Maria Fanelli
2005	—	`conf`	Some Fundamental Interpretability Issues in Fuzzy Modeling. EUSFLAT Conf. Corrado Mencar, Giovanna Castellano, Anna Maria Fanelli
2004	J	`jnl`	A neuro-fuzzy methodology for predicting industrial discarded material properties. Intelligenza Artificiale Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
2004	J	`jnl`	An empirical risk functional to improve learning in a neuro-fuzzy classifier. IEEE Trans. Syst. Man Cybern. Part B Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2004	B	`conf`	Neuro-fuzzy analysis of dermatological images. IJCNN Giro Castiello, Giovanna Castellano, Anna Maria Fanelli
2003	B	`conf`	A fuzzy clustering approach for mining diagnostic rules. SMC Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2003	J	`jnl`	A neuro-framework for predicting ash properties in combustion processes. Neural Parallel Sci. Comput. Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Michele Giovannini
2003	—	`conf`	Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces. WILF Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2003	C	`conf`	Design of Transparent Mamdani Fuzzy Inference Systems. HIS Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2003	—	`conf`	Diagnosis of dermatological diseases by a neuro-fuzzy system. EUSFLAT Conf. Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, C. Leone
2003	B	`conf`	Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. KES Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli, Corrado Mencar
2003	J	`jnl`	Fuzzy Information Granules: a Compact, Transparent and Efficient Representation. J. Adv. Comput. Intell. Intell. Informatics Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2002	J	`jnl`	A neuro-fuzzy network to generate human-understandable knowledge from data. Cogn. Syst. Res. Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2002	Misc	`conf`	KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning. International Conference on Computational Science (1) Giovanna Castellano, Ciro Castiello, Anna Maria Fanelli
2001	—	`conf`	A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data. AI*IA Giovanna Castellano, Anna Maria Fanelli
2000	—	`conf`	A Modular Neuro-Fuzzy Network for Musical Instruments Classification. Multiple Classifier Systems Anna Maria Fanelli, Giovanna Castellano, Cosimo Alessandro Buscicchio
2000	—	`conf`	A Self-Organizing Neural Fuzzy Inference Network. IJCNN (5) Giovanna Castellano, Anna Maria Fanelli
2000	B	`conf`	A staged approach for generation and compression of fuzzy classification rules. FUZZ-IEEE Giovanna Castellano, Anna Maria Fanelli
2000	J	`jnl`	Variable selection using neural-network models. Neurocomputing Giovanna Castellano, Anna Maria Fanelli
1999	B	`conf`	Feature selection: a neural approach. IJCNN Giovanna Castellano, Anna Maria Fanelli
1999	—	`conf`	Modeling Fuzzy Controllers using a Neuro-Genetic Hybrid Approach. IIA/SOCO Giovanna Castellano, Anna Maria Fanelli
1998	—	`conf`	Parallel Genetic Evolution of Membership Functions and Rules for a Fuzzy Controller. HPCN Europe G. Mondelli, Giovanna Castellano, Giovanni Attolico, Cosimo Distante
1997	—	`conf`	A neuro-fuzzy model reduction strategy. ICNN Giovanna Castellano, Anna Maria Fanelli
1997	J	`jnl`	An iterative pruning algorithm for feedforward neural networks. IEEE Trans. Neural Networks Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo
1997	J	`jnl`	Automatic generation of fuzzy rules for reactive robot controllers. Robotics Auton. Syst. Giovanna Castellano, Giovanni Attolico, Arcangelo Distante
1996	A	`conf`	Automatic generation of rules for a fuzzy robotic controller. IROS Giovanna Castellano, Giovanni Attolico, Ettore Stella, Arcangelo Distante
1996	—	`conf`	Optimizing a fuzzy logic controller for reactive navigation. Mobile Robots / Automated Vehicle Control Systems Giovanna Castellano, Ettore Stella, Giovanni Attolico, Arcangelo Distante
1996	—	`conf`	Pruning in Fuzzy-Neural Systems. ESM Giovanna Castellano, Anna Maria Fanelli
1996	J	`jnl`	Simplifying a Neuro-Fuzzy Model. Neural Process. Lett. Giovanna Castellano, Anna Maria Fanelli
1995	J	`jnl`	Iterative pruning in second-order recurrent neural networks. Neural Process. Lett. Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo