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ORCIDClara Pizzuti
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- affiliation: National Research Council, Italy
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2020 – today
- 2023
[j43]Amenah D. Abbood
, Bara'a Ali Attea, Ammar A. Hasan, Richard M. Everson, Clara Pizzuti:
Community detection model for dynamic networks based on hidden Markov model and evolutionary algorithm. Artif. Intell. Rev. 56(9): 9665-9697 (2023)- [j42]Annalisa Socievole, Clara Pizzuti:
Comparative evaluation of strategies for improving the robustness of complex networks. Appl. Netw. Sci. 8(1): 43 (2023) - [j41]Rosario Catelli, Serena Pelosi, Carmela Comito, Clara Pizzuti, Massimo Esposito:
Lexicon-based sentiment analysis to detect opinions and attitude towards COVID-19 vaccines on Twitter in Italy. Comput. Biol. Medicine 158: 106876 (2023) - 2022
- [j40]Carmela Comito, Clara Pizzuti:
Artificial intelligence for forecasting and diagnosing COVID-19 pandemic: A focused review. Artif. Intell. Medicine 128: 102286 (2022) - [c96]Clara Pizzuti, Annalisa Socievole:
Community Detection in Attributed Networks via Kernel-Based Effective Resistance and Attribute Similarity. DEXA (1) 2022: 367-372 - [c95]Clara Pizzuti, Annalisa Socievole:
Kernels on Attributed Networks for Community Detection. IISA 2022: 1-8 - [c94]Annalisa Socievole, Clara Pizzuti:
Kernel-based Early Fusion of Structure and Attribute Information for Detecting Communities in Attributed Networks. WIVACE 2022: 141-151 - 2021
- [j39]Clara Pizzuti, Annalisa Socievole:
Computation in Complex Networks. Entropy 23(2): 192 (2021) - [j38]Bara'a Ali Attea, Amenah D. Abbood, Ammar A. Hasan, Clara Pizzuti, Mayyadah Al-Ani, Suat Özdemir, Rawaa Dawoud Al-Dabbagh:
A review of heuristics and metaheuristics for community detection in complex networks: Current usage, emerging development and future directions. Swarm Evol. Comput. 63: 100885 (2021) - [c93]Carmela Comito, Clara Pizzuti:
Predicting COVID-19 with AI techniques: current research and future directions. ASONAM 2021: 518-524 - [c92]Clara Pizzuti:
Hybrid Quantum Differential Evolution. IISA 2021: 1-8 - [c91]Clara Pizzuti, Annalisa Socievole:
An Effective Resistance based Genetic Algorithm for Community Detection. IJCCI 2021: 28-36 - [c90]Clara Pizzuti, Annalisa Socievole:
Effective Resistance Based Weight Thresholding for Community Detection. WIVACE 2021: 14-23 - 2020
- [j37]Clara Pizzuti, Annalisa Socievole, Bastian Prasse, Piet Van Mieghem:
Network-based prediction of COVID-19 epidemic spreading in Italy. Appl. Netw. Sci. 5(1): 91 (2020) - [j36]Clara Pizzuti, Annalisa Socievole:
Constrained evolutionary algorithms for epidemic spreading curing policy. Appl. Soft Comput. 90: 106173 (2020) - [j35]Clara Pizzuti, Annalisa Socievole:
Multiobjective Optimization and Local Merge for Clustering Attributed Graphs. IEEE Trans. Cybern. 50(12): 4997-5009 (2020) - [c89]Clara Pizzuti, Annalisa Socievole:
A Differential Evolution-Based Approach for Community Detection in Multilayer Networks with Attributes. DEXA (1) 2020: 250-265 - [c88]Clara Pizzuti, Annalisa Socievole:
Community Detection in Attributed Graphs with Differential Evolution. EvoApplications 2020: 323-335 - [e5]Franco Cicirelli, Antonio Guerrieri, Clara Pizzuti, Annalisa Socievole, Giandomenico Spezzano, Andrea Vinci:
Artificial Life and Evolutionary Computation - 14th Italian Workshop, WIVACE 2019, Rende, Italy, September 18-20, 2019, Revised Selected Papers. Communications in Computer and Information Science 1200, Springer 2020, ISBN 978-3-030-45015-1 [contents] - [i4]Clara Pizzuti, Annalisa Socievole, Bastian Prasse, Piet Van Mieghem:
Network-based Prediction of COVID-19 Epidemic Spreading in Italy. CoRR abs/2010.14453 (2020)
2010 – 2019
- 2019
- [j34]Carmela Comito, Agostino Forestiero, Clara Pizzuti:
Bursty Event Detection in Twitter Streams. ACM Trans. Knowl. Discov. Data 13(4): 41:1-41:28 (2019) - [c87]Clara Pizzuti, Annalisa Socievole, Piet Van Mieghem:
Comparative Network Robustness Evaluation of Link Attacks. COMPLEX NETWORKS (1) 2019: 735-746 - [c86]Clara Pizzuti, Annalisa Socievole:
Epidemic Spreading Curing Strategy Over Directed Networks. NUMTA (2) 2019: 182-194 - [c85]Clara Pizzuti, Annalisa Socievole:
Self-adaptive Differential Evolution for Community Detection. SNAMS 2019: 110-117 - [c84]Carmela Comito, Agostino Forestiero, Clara Pizzuti:
Word Embedding based Clustering to Detect Topics in Social Media. WI 2019: 192-199 - [r1]Clara Pizzuti, Simona E. Rombo:
Algorithms for Graph and Network Analysis: Clustering and Search of Motifs in Graphs. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 95-101 - 2018
- [j33]Clara Pizzuti:
Evolutionary Computation for Community Detection in Networks: A Review. IEEE Trans. Evol. Comput. 22(3): 464-483 (2018) - [j32]Ermelinda Oro, Clara Pizzuti, Nicola Procopio, Massimo Ruffolo:
Detecting Topic Authoritative Social Media Users: A Multilayer Network Approach. IEEE Trans. Multim. 20(5): 1195-1208 (2018) - [c83]Carmela Comito, Agostino Forestiero, Clara Pizzuti:
Improving Influenza Forecasting with Web-Based Social Data. ASONAM 2018: 963-970 - [c82]Clara Pizzuti, Annalisa Socievole:
A Genetic Algorithm for Enhancing the Robustness of Complex Networks Through Link Protection. COMPLEX NETWORKS (1) 2018: 807-819 - [c81]Clara Pizzuti, Annalisa Socievole:
A Genetic Algorithm for Community Detection in Attributed Graphs. EvoApplications 2018: 159-170 - [c80]Clara Pizzuti, Annalisa Socievole:
A genetic algorithm for finding an optimal curing strategy for epidemic spreading in weighted networks. GECCO 2018: 498-504 - [c79]Ermelinda Oro, Clara Pizzuti, Massimo Ruffolo:
A Methodology for Identifying Influencers and their Products Perception on Twitter. ICEIS (1) 2018: 577-584 - [c78]Clara Pizzuti, Annalisa Socievole:
A Genetic Algorithm for Improving Robustness of Complex Networks. ICTAI 2018: 514-521 - [c77]Carmela Comito, Agostino Forestiero, Clara Pizzuti:
Twitter-based Influenza Surveillance: An Analysis of the 2016-2017 and 2017-2018 Seasons in Italy. IDEAS 2018: 175-182 - [c76]Clara Pizzuti, Annalisa Socievole:
Optimal Curing Strategy Enhancement of Epidemic Processes with Self-adaptive SBX Crossover. WIVACE 2018: 151-162 - 2017
- [j31]Alessia Amelio, Clara Pizzuti:
Evolutionary Clustering for Mining and Tracking Dynamic Multilayer Networks. Comput. Intell. 33(2): 181-209 (2017) - [j30]Alessia Amelio, Clara Pizzuti:
Correction for Closeness: Adjusting Normalized Mutual Information Measure for Clustering Comparison. Comput. Intell. 33(3): 579-601 (2017) - [c75]Carmela Comito, Clara Pizzuti, Nicola Procopio:
How people talk about health?: Detecting Health Topics from Twitter Streams. BDIOT 2017: 85-90 - [c74]Clara Pizzuti, Annalisa Socievole:
Many-objective optimization for community detection in multi-layer networks. CEC 2017: 411-418 - [c73]Clara Pizzuti, Annalisa Socievole:
Motif-Based Community Detection in Multiplex Networks. COMPLEX NETWORKS 2017: 190-201 - [c72]Clara Pizzuti, Annalisa Socievole:
An evolutionary motifs-based algorithm for community detection. IISA 2017: 1-6 - [c71]Clara Pizzuti, Annalisa Socievole:
Multiple Network Motif Clustering with Genetic Algorithms. WIVACE 2017: 296-307 - 2016
- [j29]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) - [j28]Alessia Amelio, Clara Pizzuti:
A patch-based measure for image dissimilarity. Neurocomputing 171: 362-378 (2016) - [c70]Clara Pizzuti:
Tutorial: Evolutionary Computation for Community Detection in Complex Networks. ASONAM 2016: xliv - [c69]Carmela Comito, Clara Pizzuti, Nicola Procopio:
Online Clustering for Topic Detection in Social Data Streams. ICTAI 2016: 362-369 - [c68]Clara Pizzuti, Nicola Procopio:
A K-means Based Genetic Algorithm for Data Clustering. SOCO-CISIS-ICEUTE 2016: 211-222 - 2015
- [j27]Francesco Folino, Clara Pizzuti:
A recommendation engine for disease prediction. Inf. Syst. E Bus. Manag. 13(4): 609-628 (2015) - [c67]Alessia Amelio, Clara Pizzuti:
Is Normalized Mutual Information a Fair Measure for Comparing Community Detection Methods? ASONAM 2015: 1584-1585 - [c66]Alessia Amelio, Clara Pizzuti:
Analysis of the Italian Tweet Political Sentiment in 2014 European Elections. ICTAI 2015: 713-720 - [c65]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 - [i3]Alessia Amelio, Clara Pizzuti:
Mining and Analyzing the Italian Parliament: Party Structure and Evolution. CoRR abs/1508.01354 (2015) - 2014
- [j26]Clara Pizzuti, Simona E. Rombo:
Algorithms and tools for protein-protein interaction networks clustering, with a special focus on population-based stochastic methods. Bioinform. 30(10): 1343-1352 (2014) - [j25]Alessia Amelio, Clara Pizzuti:
An Evolutionary Approach for Image Segmentation. Evol. Comput. 22(4): 525-557 (2014) - [j24]Clara Pizzuti, Simona E. Rombo:
An evolutionary restricted neighborhood search clustering approach for PPI networks. Neurocomputing 145: 53-61 (2014) - [j23]Francesco Folino, Clara Pizzuti:
An Evolutionary Multiobjective Approach for Community Discovery in Dynamic Networks. IEEE Trans. Knowl. Data Eng. 26(8): 1838-1852 (2014) - [c64]Alessia Amelio, Clara Pizzuti:
Uncovering communities in multidimensional networks with multiobjective genetic algorithms. GECCO (Companion) 2014: 75-76 - [c63]Alessia Amelio, Clara Pizzuti:
A New Evolutionary-Based Clustering Framework for Image Databases. ICISP 2014: 322-331 - [c62]Alessia Amelio, Clara Pizzuti:
Community Detection in Multidimensional Networks. ICTAI 2014: 352-359 - [c61]Alessia Amelio, Clara Pizzuti:
A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks. PPSN 2014: 222-232 - [c60]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 - [e4]Clara Pizzuti, Giandomenico Spezzano:
Advances in Artificial Life and Evolutionary Computation - 9th Italian Workshop, WIVACE 2014, Vietri sul Mare, Italy, May 14-15, Revised Selected Papers. Communications in Computer and Information Science 445, Springer 2014, ISBN 978-3-319-12744-6 [contents] - [i2]Alessia Amelio, Clara Pizzuti:
Overlapping Community Discovery Methods: A Survey. CoRR abs/1411.3935 (2014) - 2013
- [j22]Agostino Forestiero, Clara Pizzuti, Giandomenico Spezzano:
A single pass algorithm for clustering evolving data streams based on swarm intelligence. Data Min. Knowl. Discov. 26(1): 1-26 (2013) - [j21]Clara Pizzuti:
Mesoscopic analysis of networks with genetic algorithms. World Wide Web 16(5-6): 545-565 (2013) - [c59]Alessia Amelio, Clara Pizzuti:
Community mining in signed networks: a multiobjective approach. ASONAM 2013: 95-99 - [c58]Alessia Amelio, Clara Pizzuti:
A Genetic Algorithm for Color Image Segmentation. EvoApplications 2013: 314-323 - [c57]Alessia Amelio, Clara Pizzuti:
Skin lesion image segmentation using a color genetic algorithm. GECCO (Companion) 2013: 1471-1478 - [c56]Alessia Amelio, Clara Pizzuti:
Average Common Submatrix: A New Image Distance Measure. ICIAP (1) 2013: 170-180 - [c55]Alfredo Cuzzocrea, Francesco Folino, Clara Pizzuti:
DynamicNet: an effective and efficient algorithm for supporting community evolution detection in time-evolving information networks. IDEAS 2013: 148-153 - [c54]Clara Pizzuti, Simona E. Rombo:
Restricted Neighborhood Search Clustering Revisited: An Evolutionary Computation Perspective. PRIB 2013: 59-68 - [c53]Alessia Amelio, Clara Pizzuti:
Structural analysis of Italian Parliamentarian voting network. SEBD 2013: 191-198 - 2012
- [j20]Clara Pizzuti, Simona E. Rombo:
A Coclustering Approach for Mining Large Protein-Protein Interaction Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 9(3): 717-730 (2012) - [j19]Clara Pizzuti:
A Multiobjective Genetic Algorithm to Find Communities in Complex Networks. IEEE Trans. Evol. Comput. 16(3): 418-430 (2012) - [c52]Alessia Amelio, Clara Pizzuti:
Analyzing Voting Behavior in Italian Parliament: Group Cohesion and Evolution. ASONAM 2012: 140-146 - [c51]Clara Pizzuti, Simona E. Rombo, Elena Marchiori:
Complex Detection in Protein-Protein Interaction Networks: A Compact Overview for Researchers and Practitioners. EvoBIO 2012: 211-223 - [c50]Clara Pizzuti, Simona E. Rombo:
Experimental evaluation of topological-based fitness functions to detect complexes in PPI networks. GECCO 2012: 193-200 - [c49]Francesco Folino, Clara Pizzuti:
Link Prediction Approaches for Disease Networks. ITBAM 2012: 99-108 - [c48]Alessia Amelio, Clara Pizzuti:
An Evolutionary and Graph-Based Method for Image Segmentation. PPSN (1) 2012: 143-152 - [c47]Clara Pizzuti:
Boosting the detection of modular community structure with genetic algorithms and local search. SAC 2012: 226-231 - 2011
- [c46]Francesco Folino, Clara Pizzuti:
Combining Markov Models and Association Analysis for Disease Prediction. ITBAM 2011: 39-52 - [e3]Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini:
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 9th European Conference, EvoBIO 2011, Torino, Italy, April 27-29, 2011. Proceedings. Lecture Notes in Computer Science 6623, Springer 2011, ISBN 978-3-642-20388-6 [contents] - [i1]Dmitri E. Kvasov, Clara Pizzuti, Yaroslav D. Sergeyev:
Local tuning and partition strategies for diagonal GO methods. CoRR abs/1103.3665 (2011) - 2010
- [j18]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
An ensemble-based evolutionary framework for coping with distributed intrusion detection. Genet. Program. Evolvable Mach. 11(2): 131-146 (2010) - [c45]Francesco Folino, Clara Pizzuti:
A Multiobjective and Evolutionary Clustering Method for Dynamic Networks. ASONAM 2010: 256-263 - [c44]Francesco Folino, Clara Pizzuti:
A comorbidity-based recommendation engine for disease prediction. CBMS 2010: 6-12 - [c43]Francesco Folino, Clara Pizzuti:
Multiobjective evolutionary community detection for dynamic networks. GECCO 2010: 535-536 - [c42]Clara Pizzuti, Giandomenico Spezzano:
Using Self-similarity to Adapt Evolutionary Ensembles for the Distributed Classification of Data Streams. IJCCI (ICEC) 2010: 176-181 - [c41]Francesco Folino, Clara Pizzuti, Maria Ventura:
A Comorbidity Network Approach to Predict Disease Risk. ITBAM 2010: 102-109 - [e2]Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini:
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science 6023, Springer 2010, ISBN 978-3-642-12210-1 [contents]
2000 – 2009
- 2009
- [c40]Clara Pizzuti:
Overlapped community detection in complex networks. GECCO 2009: 859-866 - [c39]Agostino Forestiero, Clara Pizzuti, Giandomenico Spezzano:
FlockStream: A Bio-Inspired Algorithm for Clustering Evolving Data Streams. ICTAI 2009: 1-8 - [c38]Clara Pizzuti:
A Multi-objective Genetic Algorithm for Community Detection in Networks. ICTAI 2009: 379-386 - [e1]Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini:
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 7th European Conference, EvoBIO 2009, Tübingen, Germany, April 15-17, 2009, Proceedings. Lecture Notes in Computer Science 5483, Springer 2009, ISBN 978-3-642-01183-2 [contents] - 2008
- [j17]Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti:
Random walk biclustering for microarray data. Inf. Sci. 178(6): 1479-1497 (2008) - [j16]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification. IEEE Trans. Evol. Comput. 12(4): 458-468 (2008) - [c37]Clara Pizzuti, Simona E. Rombo:
Multi-functional Protein Clustering in PPI Networks . BIRD 2008: 318-330 - [c36]Clara Pizzuti:
Community detection in social networks with genetic algorithms. GECCO 2008: 1137-1138 - [c35]Clara Pizzuti:
GA-Net: A Genetic Algorithm for Community Detection in Social Networks. PPSN 2008: 1081-1090 - [c34]Clara Pizzuti, Simona E. Rombo:
Discovering meaningful protein-protein interaction modules by a co-clustering based approach. SEBD 2008: 294-301 - 2007
- [c33]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
Mining Distributed Evolving Data Streams Using Fractal GP Ensembles. EuroGP 2007: 160-169 - [c32]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension. GECCO 2007: 1751 - [c31]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams. ICTAI (2) 2007: 183-188 - [c30]Clara Pizzuti, Simona E. Rombo:
PINCoC : A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks. IDEAL 2007: 821-830 - 2006
- [j15]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
GP ensembles for large-scale data classification. IEEE Trans. Evol. Comput. 10(5): 604-616 (2006) - [j14]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Distance-Based Detection and Prediction of Outliers. IEEE Trans. Knowl. Data Eng. 18(2): 145-160 (2006) - [c29]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
Improving cooperative GP ensemble with clustering and pruning for pattern classification. GECCO 2006: 791-798 - [c28]Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti:
A Greedy Search Approach to Co-clustering Sparse Binary Matrices. ICTAI 2006: 363-370 - 2005
- [j13]Fabrizio Angiulli, Clara Pizzuti:
An approximate algorithm for top-k closest pairs join query in large high dimensional data. Data Knowl. Eng. 53(3): 263-281 (2005) - [j12]Fabrizio Angiulli, Clara Pizzuti:
Approximate k-Closest-Pairs in Large High-Dimensional Data Sets. J. Math. Model. Algorithms 4(2): 149-179 (2005) - [j11]Fabrizio Angiulli, Clara Pizzuti:
Outlier Mining in Large High-Dimensional Data Sets. IEEE Trans. Knowl. Data Eng. 17(2): 203-215 (2005) - [c27]Fabrizio Angiulli, Clara Pizzuti:
Gene Expression Biclustering Using Random Walk Strategies. DaWaK 2005: 509-519 - [c26]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano:
GP Ensemble for Distributed Intrusion Detection Systems. ICAPR (1) 2005: 54-62 - [c25]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Detection and prediction of distance-based outliers. SAC 2005: 537-542 - 2004
- [j10]Giuseppe Manco, Clara Pizzuti, Domenico Talia:
Eureka!: an interactive and visual knowledge discovery tool. J. Vis. Lang. Comput. 15(1): 1-35 (2004) - [c24]Fabrizio Angiulli, Stefano Basta, Clara Pizzuti:
Improving Prediction of Distance-Based Outliers. Discovery Science 2004: 89-100 - [c23]