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Alessia Amelio
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Publications
- 2023
- [j30]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): 61-89 (2023) - [j29]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: 119391 (2023) - [c50]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: 13-21 - [e4]Alessia Amelio, Francesco Cauteruccio, Domenico Ursino, Luca Virgili:
Proceedings of the 2nd International Satellite Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 27th International Conference on Theory and Practice of Digital Libraries (TPDL 2023), Zadar, Croatia, September 25-26, 2023. CEUR Workshop Proceedings 3600, CEUR-WS.org 2023 [contents] - [i26]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) - 2022
- [j27]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: 109687 (2022) - [c49]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: 2 - [c47]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: 325-332 - [e3]Alessia Amelio, Sergio Montelpare, Domenico Ursino:
Proceedings of the 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding, Virtual Event, Pescara, Italy, September 12, 2022. CEUR Workshop Proceedings 3266, CEUR-WS.org 2022 [contents] - 2020
- [j23]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): 1198-1214 (2020) - [c45]Federica Franco, Alessia Amelio, Sergio Greco:
3D Average Common Submatrix Measure. IRCDL 2020: 26-32 - 2019
- [b2]Anna Berlino, Alessia Amelio, Luciano Caroprese, Ester Zumpano:
Enhancing the Cultural Heritage Using ICT: Background and Perspective. Lambert Academic Publishing 2019, ISBN 978-620-0-29650-4 - [c39]Alessia Amelio, Alberto Falcone, Angelo Furfaro, Alfredo Garro, Domenico Saccà:
A Knowledge-Based Platform for the Classification of Accounting Documents. SEBD 2019 - [r1]Alessia Amelio, Andrea Tagarelli:
Data Mining: Clustering. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 437-448 - [i24]Alessia Amelio, Giuseppe Mangioni, Andrea Tagarelli:
Modularity in Multilayer Networks using Redundancy-based Resolution and Projection-based Inter-Layer Coupling. CoRR abs/1906.12204 (2019) - 2018
- [c31]Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli:
Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning. PAKDD (3) 2018: 193-205 - [i21]Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli:
Consensus Community Detection in Multilayer Networks using Parameter-free Graph Pruning. CoRR abs/1804.06653 (2018) - 2017
- [j9]Alessia Amelio, Clara Pizzuti:
Evolutionary Clustering for Mining and Tracking Dynamic Multilayer Networks. Comput. Intell. 33(2): 181-209 (2017) - [j8]Alessia Amelio, Clara Pizzuti:
Correction for Closeness: Adjusting Normalized Mutual Information Measure for Clustering Comparison. Comput. Intell. 33(3): 579-601 (2017) - [j7]Andrea Tagarelli, Alessia Amelio, Francesco Gullo:
Ensemble-based community detection in multilayer networks. Data Min. Knowl. Discov. 31(5): 1506-1543 (2017) - [c30]Alessia Amelio, Andrea Tagarelli:
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks. ASONAM 2017: 266-273 - [i15]Alessia Amelio, Andrea Tagarelli:
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks. CoRR abs/1709.07253 (2017) - 2016
- [j3]Alessia Amelio, Clara Pizzuti:
An Evolutionary and Local Refinement Approach for Community Detection in Signed Networks. Int. J. Artif. Intell. Tools 25(4): 1650021:1-1650021:44 (2016) - [j2]Alessia Amelio, Clara Pizzuti:
A patch-based measure for image dissimilarity. Neurocomputing 171: 362-378 (2016) - 2015
- [c19]Alessia Amelio, Clara Pizzuti:
Is Normalized Mutual Information a Fair Measure for Comparing Community Detection Methods? ASONAM 2015: 1584-1585 - [c16]Alessia Amelio, Clara Pizzuti:
Analysis of the Italian Tweet Political Sentiment in 2014 European Elections. ICTAI 2015: 713-720 - [c15]Alessia Amelio, Clara Pizzuti:
An evolutionary dynamic optimization framework for structure change detection of streaming networks. IISA 2015: 1-6 - [p2]Alessia Amelio, Clara Pizzuti:
Mining and Analyzing the Italian Parliament: Party Structure and Evolution. Recommendation and Search in Social Networks 2015: 249-279 - [i6]Alessia Amelio, Clara Pizzuti:
Mining and Analyzing the Italian Parliament: Party Structure and Evolution. CoRR abs/1508.01354 (2015) - 2014
- [j1]Alessia Amelio, Clara Pizzuti:
An Evolutionary Approach for Image Segmentation. Evol. Comput. 22(4): 525-557 (2014) - [c13]Alessia Amelio, Clara Pizzuti:
Uncovering communities in multidimensional networks with multiobjective genetic algorithms. GECCO (Companion) 2014: 75-76 - [c12]Alessia Amelio, Clara Pizzuti:
A New Evolutionary-Based Clustering Framework for Image Databases. ICISP 2014: 322-331 - [c11]Alessia Amelio, Clara Pizzuti:
Community Detection in Multidimensional Networks. ICTAI 2014: 352-359 - [c10]Alessia Amelio, Clara Pizzuti:
A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks. PPSN 2014: 222-232 - [c9]Alessia Amelio, Clara Pizzuti:
Evaluating the Average Common Submatrix measure for the Similarity of Real-World Images. SEBD 2014: 303-310 - [p1]Alessia Amelio, Clara Pizzuti:
Overlapping Community Discovery Methods: A Survey. Social Networks: Analysis and Case Studies 2014: 105-125 - [i1]Alessia Amelio, Clara Pizzuti:
Overlapping Community Discovery Methods: A Survey. CoRR abs/1411.3935 (2014) - 2013
- [c8]Alessia Amelio, Clara Pizzuti:
Community mining in signed networks: a multiobjective approach. ASONAM 2013: 95-99 - [c7]Alessia Amelio, Clara Pizzuti:
A Genetic Algorithm for Color Image Segmentation. EvoApplications 2013: 314-323 - [c6]Alessia Amelio, Clara Pizzuti:
Skin lesion image segmentation using a color genetic algorithm. GECCO (Companion) 2013: 1471-1478 - [c5]Alessia Amelio, Clara Pizzuti:
Average Common Submatrix: A New Image Distance Measure. ICIAP (1) 2013: 170-180 - [c4]Alessia Amelio, Clara Pizzuti:
Structural analysis of Italian Parliamentarian voting network. SEBD 2013: 191-198 - 2012
- [c3]Alessia Amelio, Clara Pizzuti:
Analyzing Voting Behavior in Italian Parliament: Group Cohesion and Evolution. ASONAM 2012: 140-146 - [c2]Alessia Amelio, Clara Pizzuti:
An Evolutionary and Graph-Based Method for Image Segmentation. PPSN (1) 2012: 143-152 - 2011
- [c1]Alessia Amelio, Alberto Apostolico, Simona E. Rombo:
Image Compression by 2D Motif Basis. DCC 2011: 153-162
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