Alessia Amelio

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 82

Top Venues

Publications

Marianna Mastromatteo, Alessia Amelio
A Deep Learning Approach for Predicting Air Pollutants on the Construction Site. MIPRO (2024)
Alessia Amelio, Gian Piero Zarri
Cultural heritage digital twin: modeling and representing the visual narrative in Leonardo Da Vinci's Mona Lisa. Neural Comput. Appl. 36 (20) (2024)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks. Cogn. Comput. 15 (1) (2023)
Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
DLE4FC: a Deep Learning Ensemble to Identify Fabric Colors. SEBD (2023)
Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
Representation and compression of Residual Neural Networks through a multilayer network based approach. Expert Syst. Appl. 215 (2023)
Alessia Amelio, Gianluca Bonifazi, Domenico Ursino, Luca Virgili
A Multilayer Network-Based Approach for Interpreting and Compressing Convolutional Neural Networks. ERCIM News 2023 (134) (2023)
Ijaz Ahmad, Alessia Amelio, Arcangelo Merla, Francesca Scozzari
A survey on the role of artificial intelligence in managing Long COVID. Frontiers Artif. Intell. 6 (2023)
Roberto Boccagna, Maurizio Bottini, Massimo Petracca, Alessia Amelio, Guido Camata
Unsupervised Deep Learning for Structural Health Monitoring. Big Data Cogn. Comput. 7 (2) (2023)
Marijana Cosovic, Radmila Jankovic Babic, Alessia Amelio
A Survey on Writer Identification and Recognition Methods with a Special Focus on Cultural Heritage. TPDL Workshops (2022)
Alessia Amelio, Monica Bertè, Domenico Ursino
Preface to the 1st International Workshop on Digital Platforms and Resources for Access to Literary Heritage (DIPRAL 2022). TPDL Workshops (2022)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Simone Di Saverio, Michele Marchetti, Domenico Ursino, Luca Virgili
Defining a deep neural network ensemble for identifying fabric colors. Appl. Soft Comput. 130 (2022)
Alessia Amelio, Gian Piero Zarri
A knowledge representation framework for managing Leonardo Da Vinci's Mona Lisa: case study of the hidden painting. VIPERC (2022)
Alessia Amelio, Roberto Boccagna, Maurizio Bottini, Massimo Petracca
Paving the Way Towards a Complete Integration of Data and Model-driven Methods for Structural Health Monitoring. ERCIM News 2022 (130) (2022)
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
Mapping and Compressing a Convolutional Neural Network through a Multilayer Network. SEBD (2022)
Muhammad Imran Afzal Durrani, Tabbasum Naz, Muhammad Atif, Numra Khalid, Alessia Amelio
A Semantic-Based Framework for Verbal Autopsy to Identify the Cause of Maternal Death. Appl. Clin. Inform. 12 (4) (2021)
Radmila Jankovic, Ivan Mihajlovic, Nada Strbac, Alessia Amelio
Machine learning models for ecological footprint prediction based on energy parameters. Neural Comput. Appl. 33 (12) (2021)
Alessia Amelio, Ivo Rumenov Draganov
A new reasoning-based approach for measuring the magnetic field emitted by portable computers. Int. J. Reason. based Intell. Syst. 12 (1) (2020)
Alessia Amelio, Giuseppe Mangioni, Andrea Tagarelli
Modularity in Multilayer Networks Using Redundancy-Based Resolution and Projection-Based Inter-Layer Coupling. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Federica Franco, Alessia Amelio, Sergio Greco
3D Average Common Submatrix Measure. IRCDL (2020)
Alessia Amelio, Ivo Rumenov Draganov, Radmila Jankovic, Dejan Tanikic
Analysis of Usability for the Dice CAPTCHA. Inf. 10 (7) (2019)
Marijana Cosovic, Alessia Amelio, Emina Junuz
Classification Methods in Cultural Heritage. VIPERC@IRCDL (2019)
Radmila Jankovic, Alessia Amelio, Zulfiqar Ali Ranjha
Classification of Energy Consumption in the Balkans using Ensemble Learning Methods. ICACS (2019)
Alessia Amelio, Alberto Falcone, Angelo Furfaro, Alfredo Garro, Domenico Saccà
A Knowledge-Based Platform for the Classification of Accounting Documents. SEBD (2019)
Darko Brodic, Alessia Amelio
Recognizing the orthography changes for identifying the temporal origin on the example of the Balkan historical documents. Neural Comput. Appl. 31 (8) (2019)
Alessia Amelio, Giuseppe Mangioni, Andrea Tagarelli
Modularity in Multilayer Networks using Redundancy-based Resolution and Projection-based Inter-Layer Coupling. CoRR (2019)
Muhammad Imran Afzal Durrani, Noman Sohaib Qureshi, Nadeem Ahmad, Tabbasum Naz, Alessia Amelio
A Health Informatics Reporting System for Technology Illiterate Workforce Using Mobile Phone. Appl. Clin. Inform. 10 (02) (2019)
Lucio Amelio, Alessia Amelio
New Frontiers in Document Classification with Applications to Medical Context. MIPRO (2019)
Alessia Amelio
Exploring Leonardo Da Vinci's Mona Lisa by Visual Computing: a Review. VIPERC@IRCDL (2019)
Alessia Amelio, Gian Piero Zarri
Conceptual Encoding and Advanced Management of Leonardo da Vinci's Mona Lisa: Preliminary Results. Inf. 10 (10) (2019)
Katerina Kabassi, Alessia Amelio, Vasileios Komianos, Konstantinos Oikonomou
Evaluating Museum Virtual Tours: The Case Study of Italy. Inf. 10 (11) (2019)
Alessia Amelio, Radmila Jankovic, Dejan Tanikic, Ivo Rumenov Draganov
Predicting the Usability of the Dice CAPTCHA via Artificial Neural Network. IRCDL (2019)
Alessia Amelio, Lucio Amelio, Radmila Jankovic
New Directions for Recognizing Visual Patterns in Medical Imaging. ERCIM News 2019 (118) (2019)
Radmila Jankovic, Ivan Mihajlovic, Alessia Amelio
Time Series Vector Autoregression Prediction of the Ecological Footprint based on Energy Parameters. CoRR (2019)
Alessia Amelio
A new axiomatic methodology for the image similarity. Appl. Soft Comput. 81 (2019)
Darko Brodic, Alessia Amelio
Exploring the usability of the text-based CAPTCHA on tablet computers. Connect. Sci. 31 (4) (2019)
Radmila Jankovic, Alessia Amelio
Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans. CoRR (2018)
Darko Brodic, Alessia Amelio, Radmila Jankovic
Bidimensional comparison of the extremely low frequency magnetic field ranges on the laptop surface. Appl. Soft Comput. 70 (2018)
Darko Brodic, Alessia Amelio
Association rule mining for the usability of the CAPTCHA interfaces: a new study of multimedia systems. Multim. Syst. 24 (6) (2018)
Lucio Amelio, Alessia Amelio
CT image registration in acute stroke monitoring. MIPRO (2018)
Lucio Amelio, Radmila Jankovic, Alessia Amelio
A New Dissimilarity Measure for Clustering with Application to Dermoscopic Images. IISA (2018)
Darko Brodic, Alessia Amelio, Ivo R. Draganov, Radmila Jankovic
Exploring the Usability of the Dice CAPTCHA by Advanced Statistical Analysis. AIMSA (2018)
Alessia Amelio, Darko Brodic, Radmila Jankovic
The Extended-Average Common Submatrix Similarity Measure with Application to Handwritten Character Images. Informatica 29 (3) (2018)
Radmila Jankovic, Alessia Amelio
Usability of Puzzle and Gesture-Based CAPTCHAs on Smartphones via Statistical Analysis. IISA (2018)
Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli
Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning. PAKDD (3) (2018)
Muhammad Waseem Iqbal, Syed Khuram Shahzad, Nadeem Ahmad, Alessia Amelio, Darko Brodic
Adaptive interface for color-blind people in mobile-phones. ICACS (2018)
Lucio Amelio, Alessia Amelio
CT Image Registration in Acute Stroke Monitoring. CoRR (2018)
Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli
Consensus Community Detection in Multilayer Networks using Parameter-free Graph Pruning. CoRR (2018)
Darko Brodic, Alessia Amelio, Radmila Jankovic
Exploring the influence of CAPTCHA types to the users response time by statistical analysis. Multim. Tools Appl. 77 (10) (2018)
Alessia Amelio, Darko Brodic, Sanja Petrovska, Radmila Jankovic
The CAPTCHA Samples Websit. ERCIM News 2018 (112) (2018)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Classification and differentiation between Ijekavian and Ikavian pronunciation. MIPRO (2018)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Language discrimination by texture analysis of the image corresponding to the text. Neural Comput. Appl. 29 (6) (2018)
Darko Brodic, Alessia Amelio, Radmila Jankovic
Comparison of different classification techniques in predicting a university course final grade. MIPRO (2018)
Darko Brodic, Alessia Amelio
Classification of the hand-printed and printed Medieval Glagolitic documents using differentiation in orthography. MIPRO (2017)
Alessia Amelio, Clara Pizzuti
Correction for Closeness: Adjusting Normalized Mutual Information Measure for Clustering Comparison. Comput. Intell. 33 (3) (2017)
Darko Brodic, Alessia Amelio, Zoran Milivojevic
An approach to the language discrimination in different scripts using adjacent local binary pattern. J. Exp. Theor. Artif. Intell. 29 (5) (2017)
Alessia Amelio, Andrea Tagarelli
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks. CoRR (2017)
Darko Brodic, Alessia Amelio
Self-Organizing Maps Classification with Application to Laptop's Adapters Magnetic Field. CoRR (2017)
Darko Brodic, Alessia Amelio, Nadeem Ahmad, Syed Khuram Shahzad
Usability Analysis of the Image and Interactive CAPTCHA via Prediction of the Response Time. MIWAI (2017)
Alessia Amelio, Clara Pizzuti
Evolutionary Clustering for Mining and Tracking Dynamic Multilayer Networks. Comput. Intell. 33 (2) (2017)
Alessia Amelio, Andrea Tagarelli
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks. ASONAM (2017)
Darko Brodic, Alessia Amelio
Discrimination of Different Serbian Pronunciations from Shtokavian Dialect. KES (2017)
Darko Brodic, Alessia Amelio, Radmila Jankovic, Zoran N. Milivojevic
Analysis of the Reforming Languages by Image-Based Variations of LBP and NBP Operators. MIWAI (2017)
Darko Brodic, Sanja Petrovska, Radmila Jankovic, Alessia Amelio, Ivo R. Draganov
User-Centric Analysis of the CAPTCHA Response Time: A New Perspective in Artificial Intelligence. ERCIM News 2017 (109) (2017)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Clustering documents in evolving languages by image texture analysis. Appl. Intell. 46 (4) (2017)
Darko Brodic, Alessia Amelio
Dating the Historical Documents from Digitalized Books by Orthography Recognition. IRCDL (2017)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
An Image Texture Analysis Method for Minority Language Identification. IWCIA (2017)
Alessia Amelio, Darko Brodic
The $\mathcal{E}$-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood. CoRR (2017)
Andrea Tagarelli, Alessia Amelio, Francesco Gullo
Ensemble-based community detection in multilayer networks. Data Min. Knowl. Discov. 31 (5) (2017)
Darko Brodic, Alessia Amelio, Ivo R. Draganov
Statistical Analysis of Dice CAPTCHA Usability. CoRR (2017)
Alessia Amelio
The Approximate Average Common Submatrix for Computing the Image Similarity. ERCIM News 2017 (111) (2017)
Darko Brodic, Dejan Tanikic, Alessia Amelio
An approach to evaluation of the extremely low-frequency magnetic field radiation in the laptop computer neighborhood by artificial neural networks. Neural Comput. Appl. 28 (11) (2017)
Darko Brodic, Alessia Amelio, Ivo R. Draganov
Response Time Analysis of Text-Based CAPTCHA by Association Rules. AIMSA (2016)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic, Milena Jevtic
Document Image Coding and Clustering for Script Discrimination. CoRR (2016)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
A New Image Analysis Framework for Latin and Italian Language Discrimination. MultiLingMine@ECIR (2016)
Darko Brodic, Alessia Amelio
Detection of Dangerous Magnetic Field Ranges from Tablets by Clustering Analysis. CoRR (2016)
Alessia Amelio, Clara Pizzuti
An Evolutionary and Local Refinement Approach for Community Detection in Signed Networks. Int. J. Artif. Intell. Tools 25 (4) (2016)
Alessia Amelio, Clara Pizzuti
A patch-based measure for image dissimilarity. Neurocomputing 171 (2016)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Identification of Fraktur and Latin Scripts in German Historical Documents Using Image Texture Analysis. Appl. Artif. Intell. 30 (5) (2016)
Darko Brodic, Alessia Amelio
Analysis of the Human-Computer Interaction on the Example of Image-Based CAPTCHA by Association Rule Mining. Symbiotic (2016)
Darko Brodic, Alessia Amelio
Analysis of the Human-Computer Interaction on the Example of Image-based CAPTCHA by Association Rule Mining. CoRR (2016)
Darko Brodic, Dejan Tanikic, Alessia Amelio
Predicting the Extremely Low Frequency Magnetic Field Radiation Emitted from Laptops: A New Approach to Laptop Design. ERCIM News 2016 (107) (2016)
Alessia Amelio
Approximate Matching in ACSM Dissimilarity Measure. KES (2016)
Alessia Amelio, Clara Pizzuti
An evolutionary dynamic optimization framework for structure change detection of streaming networks. IISA (2015)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Characterization and Distinction Between Closely Related South Slavic Languages on the Example of Serbian and Croatian. CAIP (1) (2015)
Alessia Amelio, Clara Pizzuti
Is Normalized Mutual Information a Fair Measure for Comparing Community Detection Methods? ASONAM (2015)
Darko Brodic, Alessia Amelio
Classification and Evaluation of the Extremely Low Frequency Electromagnetic Field Radiation Produced by Laptop Computers. ERCIM News 2015 (102) (2015)
Darko Brodic, Alessia Amelio
Classification of the Extremely Low Frequency Magnetic Field Radiation Measurement from the Laptop Computers. CoRR (2015)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture. CoRR (2015)
Darko Brodic, Alessia Amelio, Milena Jevtic
Classification of German Scripts by Adjacent Local Binary Pattern Analysis of the Coded Text. MIWAI (2015)
Darko Brodic, Zoran N. Milivojevic, Alessia Amelio
Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture. CoRR (2015)
Alessia Amelio
A Bottom-up Strategy for Clustering Complex Datasets with Application to Language and Script Discrimination. ERCIM News 2015 (103) (2015)
Alessia Amelio, Clara Pizzuti
Analysis of the Italian Tweet Political Sentiment in 2014 European Elections. ICTAI (2015)
Alessia Amelio, Clara Pizzuti
Mining and Analyzing the Italian Parliament: Party Structure and Evolution. CoRR (2015)
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture Analysis. ICONIP (1) (2015)
Alessia Amelio, Clara Pizzuti
Uncovering communities in multidimensional networks with multiobjective genetic algorithms. GECCO (Companion) (2014)
Alessia Amelio, Clara Pizzuti
An Evolutionary Approach for Image Segmentation. Evol. Comput. 22 (4) (2014)
Alessia Amelio, Clara Pizzuti
Evaluating the Average Common Submatrix measure for the Similarity of Real-World Images. SEBD (2014)
Alessia Amelio, Clara Pizzuti
A New Evolutionary-Based Clustering Framework for Image Databases. ICISP (2014)
Alessia Amelio, Clara Pizzuti
Overlapping Community Discovery Methods: A Survey. CoRR (2014)
Alessia Amelio, Clara Pizzuti
A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks. PPSN (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessia Amelio