Alessia Amelio

Orcid: 0000-0002-3568-636X

Affiliations:
  • University of Calabria, Rende, Italy


According to our database1, Alessia Amelio authored at least 109 papers between 2011 and 2023.

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Bibliography

2023
Representation and compression of Residual Neural Networks through a multilayer network based approach.
Expert Syst. Appl., April, 2023

A survey on the role of artificial intelligence in managing Long COVID.
Frontiers Artif. Intell., February, 2023

A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks.
Cogn. Comput., January, 2023

A Multilayer Network-Based Approach for Interpreting and Compressing Convolutional Neural Networks.
ERCIM News, 2023

Unsupervised Deep Learning for Structural Health Monitoring.
Big Data Cogn. Comput., 2023

DLE4FC: a Deep Learning Ensemble to Identify Fabric Colors.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022
Paving the Way Towards a Complete Integration of Data and Model-driven Methods for Structural Health Monitoring.
ERCIM News, 2022

Defining a deep neural network ensemble for identifying fabric colors.
Appl. Soft Comput., 2022

A knowledge representation framework for managing Leonardo Da Vinci's Mona Lisa: case study of the hidden painting.
Proceedings of the 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding, 2022

Mapping and Compressing a Convolutional Neural Network through a Multilayer Network.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Survey on Writer Identification and Recognition Methods with a Special Focus on Cultural Heritage.
Proceedings of the 26th International Conference on Theory and Practice of Digital Libraries, 2022

Preface to the 1st International Workshop on Digital Platforms and Resources for Access to Literary Heritage (DIPRAL 2022).
Proceedings of the 26th International Conference on Theory and Practice of Digital Libraries, 2022

2021
Machine learning models for ecological footprint prediction based on energy parameters.
Neural Comput. Appl., 2021

A Semantic-Based Framework for Verbal Autopsy to Identify the Cause of Maternal Death.
Appl. Clin. Inform., 2021

2020
Modularity in Multilayer Networks Using Redundancy-Based Resolution and Projection-Based Inter-Layer Coupling.
IEEE Trans. Netw. Sci. Eng., 2020

A new reasoning-based approach for measuring the magnetic field emitted by portable computers.
Int. J. Reason. based Intell. Syst., 2020

3D Average Common Submatrix Measure.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

The CAPTCHA: Perspectives and Challenges - Perspectives and Challenges in Artificial Intelligence.
Smart Innovation, Systems and Technologies 162, Springer, ISBN: 978-3-030-29345-1, 2020

2019
Classification Methods in Image Analysis with a Special Focus on Medical Analytics.
Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Data Mining: Clustering.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Recognizing the orthography changes for identifying the temporal origin on the example of the Balkan historical documents.
Neural Comput. Appl., 2019

Evaluating Museum Virtual Tours: The Case Study of Italy.
Inf., 2019

Conceptual Encoding and Advanced Management of Leonardo da Vinci's Mona Lisa: Preliminary Results.
Inf., 2019

Analysis of Usability for the Dice CAPTCHA.
Inf., 2019

New Directions for Recognizing Visual Patterns in Medical Imaging.
ERCIM News, 2019

Time Series Vector Autoregression Prediction of the Ecological Footprint based on Energy Parameters.
CoRR, 2019

Exploring the usability of the text-based CAPTCHA on tablet computers.
Connect. Sci., 2019

A new axiomatic methodology for the image similarity.
Appl. Soft Comput., 2019

A Health Informatics Reporting System for Technology Illiterate Workforce Using Mobile Phone.
Appl. Clin. Inform., 2019

A Knowledge-Based Platform for the Classification of Accounting Documents.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

New Frontiers in Document Classification with Applications to Medical Context.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Classification Methods in Cultural Heritage.
Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), 2019

Predicting the Usability of the Dice CAPTCHA via Artificial Neural Network.
Proceedings of the Digital Libraries: Supporting Open Science, 2019

Exploring Leonardo Da Vinci's Mona Lisa by Visual Computing: a Review.
Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), 2019

Classification of Energy Consumption in the Balkans using Ensemble Learning Methods.
Proceedings of the 2nd International Conference on Advancements in Computational Sciences, 2019

Enhancing the Cultural Heritage Using ICT: Background and Perspective
Lambert Academic Publishing, ISBN: 978-620-0-29650-4, 2019

2018
Language discrimination by texture analysis of the image corresponding to the text.
Neural Comput. Appl., 2018

Exploring the influence of CAPTCHA types to the users response time by statistical analysis.
Multim. Tools Appl., 2018

Association rule mining for the usability of the CAPTCHA interfaces: a new study of multimedia systems.
Multim. Syst., 2018

The Extended-Average Common Submatrix Similarity Measure with Application to Handwritten Character Images.
Informatica, 2018

The CAPTCHA Samples Websit.
ERCIM News, 2018

Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans.
CoRR, 2018

Bidimensional comparison of the extremely low frequency magnetic field ranges on the laptop surface.
Appl. Soft Comput., 2018

Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Classification and differentiation between Ijekavian and Ikavian pronunciation.
Proceedings of the 41st International Convention on Information and Communication Technology, 2018

Comparison of different classification techniques in predicting a university course final grade.
Proceedings of the 41st International Convention on Information and Communication Technology, 2018

CT image registration in acute stroke monitoring.
Proceedings of the 41st International Convention on Information and Communication Technology, 2018

Usability of Puzzle and Gesture-Based CAPTCHAs on Smartphones via Statistical Analysis.
Proceedings of the 9th International Conference on Information, 2018

A New Dissimilarity Measure for Clustering with Application to Dermoscopic Images.
Proceedings of the 9th International Conference on Information, 2018

Adaptive interface for color-blind people in mobile-phones.
Proceedings of the International Conference on Advancements in Computational Sciences, 2018

Exploring the Usability of the Dice CAPTCHA by Advanced Statistical Analysis.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

2017
An approach to evaluation of the extremely low-frequency magnetic field radiation in the laptop computer neighborhood by artificial neural networks.
Neural Comput. Appl., 2017

An approach to the language discrimination in different scripts using adjacent local binary pattern.
J. Exp. Theor. Artif. Intell., 2017

User-Centric Analysis of the CAPTCHA Response Time: A New Perspective in Artificial Intelligence.
ERCIM News, 2017

The Approximate Average Common Submatrix for Computing the Image Similarity.
ERCIM News, 2017

Ensemble-based community detection in multilayer networks.
Data Min. Knowl. Discov., 2017

Self-Organizing Maps Classification with Application to Laptop's Adapters Magnetic Field.
CoRR, 2017

Statistical Analysis of Dice CAPTCHA Usability.
CoRR, 2017

The $\mathcal{E}$-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood.
CoRR, 2017

Correction for Closeness: Adjusting Normalized Mutual Information Measure for Clustering Comparison.
Comput. Intell., 2017

Evolutionary Clustering for Mining and Tracking Dynamic Multilayer Networks.
Comput. Intell., 2017

Clustering documents in evolving languages by image texture analysis.
Appl. Intell., 2017

Analysis of the Reforming Languages by Image-Based Variations of LBP and NBP Operators.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

Usability Analysis of the Image and Interactive CAPTCHA via Prediction of the Response Time.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

Classification of the hand-printed and printed Medieval Glagolitic documents using differentiation in orthography.
Proceedings of the 40th International Convention on Information and Communication Technology, 2017

Discrimination of Different Serbian Pronunciations from Shtokavian Dialect.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

An Image Texture Analysis Method for Minority Language Identification.
Proceedings of the Combinatorial Image Analysis - 18th International Workshop, 2017

Dating the Historical Documents from Digitalized Books by Orthography Recognition.
Proceedings of the Digital Libraries and Archives, 2017

Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
A patch-based measure for image dissimilarity.
Neurocomputing, 2016

An Evolutionary and Local Refinement Approach for Community Detection in Signed Networks.
Int. J. Artif. Intell. Tools, 2016

Predicting the Extremely Low Frequency Magnetic Field Radiation Emitted from Laptops: A New Approach to Laptop Design.
ERCIM News, 2016

Document Image Coding and Clustering for Script Discrimination.
CoRR, 2016

Detection of Dangerous Magnetic Field Ranges from Tablets by Clustering Analysis.
CoRR, 2016

Identification of Fraktur and Latin Scripts in German Historical Documents Using Image Texture Analysis.
Appl. Artif. Intell., 2016

Analysis of the Human-Computer Interaction on the Example of Image-Based CAPTCHA by Association Rule Mining.
Proceedings of the Symbiotic Interaction, 2016

Approximate Matching in ACSM Dissimilarity Measure.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

A New Image Analysis Framework for Latin and Italian Language Discrimination.
Proceedings of the First Workshop on Modeling, 2016

Response Time Analysis of Text-Based CAPTCHA by Association Rules.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016

2015
Mining and Analyzing the Italian Parliament: Party Structure and Evolution.
Proceedings of the Recommendation and Search in Social Networks, 2015

Classification and Evaluation of the Extremely Low Frequency Electromagnetic Field Radiation Produced by Laptop Computers.
ERCIM News, 2015

A Bottom-up Strategy for Clustering Complex Datasets with Application to Language and Script Discrimination.
ERCIM News, 2015

Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture.
CoRR, 2015

An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture.
CoRR, 2015

Classification of the Extremely Low Frequency Magnetic Field Radiation Measurement from the Laptop Computers.
CoRR, 2015

Mining and Analyzing the Italian Parliament: Party Structure and Evolution.
CoRR, 2015

Classification of German Scripts by Adjacent Local Binary Pattern Analysis of the Coded Text.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2015

An evolutionary dynamic optimization framework for structure change detection of streaming networks.
Proceedings of the 6th International Conference on Information, 2015

Analysis of the Italian Tweet Political Sentiment in 2014 European Elections.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture Analysis.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Characterization and Distinction Between Closely Related South Slavic Languages on the Example of Serbian and Croatian.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Is Normalized Mutual Information a Fair Measure for Comparing Community Detection Methods?
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Overlapping Community Discovery Methods: A Survey.
Proceedings of the Social Networks: Analysis and Case Studies, 2014

An Evolutionary Approach for Image Segmentation.
Evol. Comput., 2014

Overlapping Community Discovery Methods: A Survey.
CoRR, 2014

Evaluating the Average Common Submatrix measure for the Similarity of Real-World Images.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Community Detection in Multidimensional Networks.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

A New Evolutionary-Based Clustering Framework for Image Databases.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Uncovering communities in multidimensional networks with multiobjective genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Structural analysis of Italian Parliamentarian voting network.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Average Common Submatrix: A New Image Distance Measure.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Skin lesion image segmentation using a color genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A Genetic Algorithm for Color Image Segmentation.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Community mining in signed networks: a multiobjective approach.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Pattern extraction from data with application to image processing.
PhD thesis, 2012

An Evolutionary and Graph-Based Method for Image Segmentation.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Analyzing Voting Behavior in Italian Parliament: Group Cohesion and Evolution.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Image Compression by 2D Motif Basis.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011


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