Giovanna Castellano

According to our database1, Giovanna Castellano authored at least 110 papers between 1995 and 2021.

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Bibliography

2021
Visual link retrieval and knowledge discovery in painting datasets.
Multim. Tools Appl., 2021

PeppeRecycle: Improving Children's Attitude Toward Recycling by Playing with a Social Robot.
Int. J. Soc. Robotics, 2021

2020
ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs.
IEEE Access, 2020

Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks.
IEEE Access, 2020

Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks.
Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

Recognizing the Waving Gesture in the Interaction with a Social Robot.
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

A mHealth solution for contact-less self-monitoring of blood oxygen saturation.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Convolutional Embedding for Digitized Painting Clustering.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Exploiting Time in Adaptive Learning from Educational Data.
Proceedings of the Bridges and Mediation in Higher Distance Education, 2020


Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Predictive Process Mining Meets Computer Vision.
Proceedings of the Business Process Management Forum, 2020

Pepper4Museum: Towards a Human-like Museum Guide.
Proceedings of the AVI²CH Workshop on Advanced Visual Interfaces and Interactions in Cultural Heritage co-located with 2020 International Conference on Advanced Visual Interfaces (AVI 2020), 2020

Social Assistive Robots in Elderly Care: Exploring the role of Empathy.
Proceedings of the 1st International Workshop on Empowering People in Dealing with Internet of Things Ecosystems co-located with International Conference on Advanced Visual Interfaces (AVI 2020), 2020

2019
Correction to: RECODE: revision control for digital images.
Multim. Tools Appl., 2019

RECODE: revision control for digital images.
Multim. Tools Appl., 2019

Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules.
Inf., 2019

Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering.
Int. J. Artif. Intell. Tools, 2019

Learning waste Recycling by playing with a Social Robot.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process.
Proceedings of the Wireless Mobile Communication and Healthcare, 2019

A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

Using Convolutional Neural Networks for Predictive Process Analytics.
Proceedings of the International Conference on Process Mining, 2019

Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018
Special Issue on Fuzzy Logic for Image Processing.
Inf., 2018

Enhancing the DISSFCM Algorithm for Data Stream Classification.
Proceedings of the Fuzzy Logic and Applications - 12th International Workshop, 2018

A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment.
Proceedings of the Fuzzy Logic and Applications - 12th International Workshop, 2018

A Revision Control System for Image Editing in Collaborative Multimedia Design.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Incremental adaptive semi-supervised fuzzy clustering for data stream classification.
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018

2017
MR Brain Image Segmentation: A Framework to Compare Different Clustering Techniques.
Inf., 2017

FISDeT: Fuzzy Inference System Development Tool.
Int. J. Comput. Intell. Syst., 2017

The FISDeT software: Application to beer style classification.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Shape annotation for intelligent image retrieval.
Appl. Intell., 2016

Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering.
Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016

2015
Incremental indexing of objects in pictorial databases.
Proceedings of the 21st International Conference on Distributed Multimedia Systems, Vancouver, Canada, August 31, 2015

2014
Shape annotation by semi-supervised fuzzy clustering.
Inf. Sci., 2014

A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning.
Neurocomputing, 2014

Fuzzy mathematical morphology for biological image segmentation.
Appl. Intell., 2014

Incremental semi-supervised fuzzy clustering for shape annotation.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

2013
A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders.
J. Ambient Intell. Humaniz. Comput., 2013

Shape Annotation by Incremental Semi-supervised Fuzzy Clustering.
Proceedings of the Fuzzy Logic and Applications - 10th International Workshop, 2013

Fuzzy clustering based encoding for Visual Object Classification.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Fuzzy Shape Clustering for Image Retrieval.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Shape Retrieval by Partially Supervised Fuzzy Clustering.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

2012
Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images.
IEEE Trans. Instrum. Meas., 2012

2011
Biologically inspired emotion recognition from speech.
EURASIP J. Adv. Signal Process., 2011

NEWER: A system for NEuro-fuzzy WEb Recommendation.
Appl. Soft Comput., 2011

A Fuzzy Set Approach for Shape-Based Image Annotation.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Cytoplasm Image Segmentation by Spatial Fuzzy Clustering.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Fuzzy Image Labeling by Partially Supervised Shape Clustering.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

A collaborative situation-aware scheme for mobile service recommendation.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010
A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm.
IEEE Trans. Instrum. Meas., 2010

Learning Fuzzy User Profiles for Resource Recommendation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

A competitive learning strategy for adapting fuzzy user profiles.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Thinking of a System for Image Retrieval.
Proceedings of the IIR 2010, 2010

2009
How to Derive Fuzzy User Categories for Web Personalization.
Proceedings of the Web Personalization in Intelligent Environments, 2009

Innovations in Web Personalization.
Proceedings of the Web Personalization in Intelligent Environments, 2009

The NEWER system: how to exploit a Neuro-fuzzy strategy for Web recommendation.
J. Digit. Inf. Manag., 2009

A System for Deriving a Neuro-Fuzzy Recommendation Model.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Modeling User Preferences through Adaptive Fuzzy Profiles.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Musical Style Classification Using Low-Level Features.
Proceedings of the Active Media Technology, 5th International Conference, 2009

2008
Computational Intelligence techniques for Web personalization.
Web Intell. Agent Syst., 2008

Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning.
Inf. Sci., 2008

Categorization of Web Users by Fuzzy Clustering.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Recommendation Rule Extraction by a Neuro-Fuzzy Approach.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Suggestion of interesting Web pages by a Neuro-fuzzy system.
Proceedings of the International Conference on Enterprise Information Systems and Web Technologies, 2008

A Neuro-Fuzzy Strategy for Web Personalization.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Evolutionary Neuro-Fuzzy Systems and Applications.
Proceedings of the Advances in Evolutionary Computing for System Design, 2007

Distinguishability quantification of fuzzy sets.
Inf. Sci., 2007

On the Role of Interpretability in Fuzzy Data Mining.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Improving the Classification Ability of DC<sup>*</sup> Algorithm.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Web User Profiling Using Fuzzy Clustering.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Similarity-Based Fuzzy Clustering for User Profiling.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

2006
Interface optimality in fuzzy inference systems.
Int. J. Approx. Reason., 2006

VIRMA: Visual Image Retrieval by Shape MAtching.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Deriving prediction intervals for neuro-fuzzy networks.
Math. Comput. Model., 2005

A hierarchical modular architecture for musical instrument classification.
Int. J. Knowl. Based Intell. Eng. Syst., 2005

Knowledge discovery by a neuro-fuzzy modeling framework.
Fuzzy Sets Syst., 2005

Exploring the Way for Meta-learning with the Mindful System.
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005

Meta-data: Characterization of Input Features for Meta-learning.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

DCf: a double clustering framework for fuzzy information granulation.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Some Fundamental Interpretability Issues in Fuzzy Modeling.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
An empirical risk functional to improve learning in a neuro-fuzzy classifier.
IEEE Trans. Syst. Man Cybern. Part B, 2004

A neuro-fuzzy methodology for predicting industrial discarded material properties.
Intelligenza Artificiale, 2004

2003
A neuro-framework for predicting ash properties in combustion processes.
Neural Parallel Sci. Comput., 2003

Fuzzy Information Granules: a Compact, Transparent and Efficient Representation.
J. Adv. Comput. Intell. Intell. Informatics, 2003

Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

A fuzzy clustering approach for mining diagnostic rules.
Proceedings of the IEEE International Conference on Systems, 2003

Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Design of Transparent Mamdani Fuzzy Inference Systems.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Diagnosis of dermatological diseases by a neuro-fuzzy system.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
A neuro-fuzzy network to generate human-understandable knowledge from data.
Cogn. Syst. Res., 2002

KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning.
Proceedings of the Computational Science - ICCS 2002, 2002

2001
A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000
Variable selection using neural-network models.
Neurocomputing, 2000

A Modular Neuro-Fuzzy Network for Musical Instruments Classification.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

A Self-Organizing Neural Fuzzy Inference Network.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

A staged approach for generation and compression of fuzzy classification rules.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999
Feature selection: a neural approach.
Proceedings of the International Joint Conference Neural Networks, 1999

Modeling Fuzzy Controllers using a Neuro-Genetic Hybrid Approach.
Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

1997
An iterative pruning algorithm for feedforward neural networks.
IEEE Trans. Neural Networks, 1997

A neuro-fuzzy model reduction strategy.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
Simplifying a Neuro-Fuzzy Model.
Neural Process. Lett., 1996

1995
Iterative pruning in second-order recurrent neural networks.
Neural Process. Lett., 1995


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