Gianni Costa

762 total citations
45 papers, 358 citations indexed

About

Gianni Costa is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Gianni Costa has authored 45 papers receiving a total of 358 indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Artificial Intelligence, 18 papers in Information Systems and 13 papers in Signal Processing. Recurrent topics in Gianni Costa's work include Data Mining Algorithms and Applications (13 papers), Data Management and Algorithms (13 papers) and Advanced Database Systems and Queries (11 papers). Gianni Costa is often cited by papers focused on Data Mining Algorithms and Applications (13 papers), Data Management and Algorithms (13 papers) and Advanced Database Systems and Queries (11 papers). Gianni Costa collaborates with scholars based in Italy, India and France. Gianni Costa's co-authors include Riccardo Ortale, Giuseppe Manco, Ettore Ritacco, Nicola Barbieri, Yannis Theodoridis, Nikos Pelekis, Roberto Trasarti, Fosca Giannotti, Elio Masciari and Francesco Folino and has published in prestigious journals such as Expert Systems with Applications, Information Sciences and Artificial Intelligence.

In The Last Decade

Gianni Costa

44 papers receiving 285 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Gianni Costa Italy 12 210 140 105 94 69 45 358
Riccardo Ortale Italy 13 248 1.2× 179 1.3× 116 1.1× 108 1.1× 73 1.1× 50 419
Byron J. Gao United States 12 284 1.4× 198 1.4× 100 1.0× 96 1.0× 61 0.9× 46 479
Jalel Akaichi Tunisia 10 175 0.8× 104 0.7× 75 0.7× 69 0.7× 62 0.9× 88 349
Marie-Aude Aufaure France 12 148 0.7× 111 0.8× 69 0.7× 76 0.8× 26 0.4× 39 354
Silviu Maniu France 10 185 0.9× 68 0.5× 72 0.7× 68 0.7× 58 0.8× 20 335
Marcin Sydow Poland 11 245 1.2× 164 1.2× 68 0.6× 60 0.6× 23 0.3× 32 397
Zhenying He China 9 211 1.0× 66 0.5× 73 0.7× 114 1.2× 83 1.2× 52 364
Kenneth Wai-Ting Leung Hong Kong 13 168 0.8× 351 2.5× 116 1.1× 62 0.7× 67 1.0× 20 477
Yongzheng Zhang China 12 290 1.4× 183 1.3× 108 1.0× 216 2.3× 53 0.8× 26 500
Alexis Papadimitriou Greece 8 193 0.9× 121 0.9× 27 0.3× 121 1.3× 178 2.6× 11 407

Countries citing papers authored by Gianni Costa

Since Specialization
Citations

This map shows the geographic impact of Gianni Costa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gianni Costa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gianni Costa more than expected).

Fields of papers citing papers by Gianni Costa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gianni Costa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gianni Costa. The network helps show where Gianni Costa may publish in the future.

Co-authorship network of co-authors of Gianni Costa

This figure shows the co-authorship network connecting the top 25 collaborators of Gianni Costa. A scholar is included among the top collaborators of Gianni Costa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gianni Costa. Gianni Costa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Costa, Gianni & Riccardo Ortale. (2024). Unifying clustering and representation learning for unsupervised text analysis: A Bayesian knowledge-enhanced approach. Information Fusion. 117. 102886–102886. 2 indexed citations
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Costa, Gianni & Riccardo Ortale. (2019). Topic-aware joint analysis of overlapping communities and roles in social media. International Journal of Data Science and Analytics. 9(4). 415–429. 1 indexed citations
4.
Costa, Gianni & Riccardo Ortale. (2019). Document Clustering and Topic Modeling: A Unified Bayesian Probabilistic Perspective. 278–285. 5 indexed citations
5.
Costa, Gianni & Riccardo Ortale. (2017). Machine learning techniques for XML (co-)clustering by structure-constrained phrases. Information Retrieval. 21(1). 24–55. 5 indexed citations
6.
Costa, Gianni & Riccardo Ortale. (2016). Model-Based Collaborative Personalized Recommendation on Signed Social Rating Networks. ACM Transactions on Internet Technology. 16(3). 1–21. 35 indexed citations
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Costa, Gianni & Riccardo Ortale. (2013). Probabilistic analysis of communities and inner roles in networks: Bayesian generative models and approximate inference. Social Network Analysis and Mining. 3(4). 1015–1038. 12 indexed citations
10.
Costa, Gianni, Riccardo Ortale, & Ettore Ritacco. (2013). X-Class. ACM Transactions on Information Systems. 31(1). 1–40. 22 indexed citations
11.
Costa, Gianni, Giuseppe Manco, & Elio Masciari. (2013). Dealing with trajectory streams by clustering and mathematical transforms. Journal of Intelligent Information Systems. 42(1). 155–177. 6 indexed citations
12.
Costa, Gianni & Riccardo Ortale. (2012). Structure-oriented clustering of XML documents: A transactional approach. 43. 188–193. 7 indexed citations
13.
Costa, Gianni, Riccardo Ortale, & Ettore Ritacco. (2011). Effective XML Classification Using Content and Structural Information via Rule Learning. 3202. 102–109. 12 indexed citations
14.
Costa, Gianni, Riccardo Ortale, & Ettore Ritacco. (2011). A TRANSACTIONAL APPROACH TO ASSOCIATIVE XML CLASSIFICATION BY CONTENT AND STRUCTURE. 104–113. 3 indexed citations
15.
Costa, Gianni, Giuseppe Manco, & Riccardo Ortale. (2009). An incremental clustering scheme for data de-duplication. Data Mining and Knowledge Discovery. 20(1). 152–187. 22 indexed citations
16.
Ortale, Riccardo, Ettore Ritacco, Nikos Pelekis, et al.. (2008). DAEDALUS: A knowledge discovery analysis framework for movement data.. SEBD. 48(2). 191–198. 2 indexed citations
17.
Ortale, Riccardo, Ettore Ritacco, Nikos Pelekis, et al.. (2008). The DAEDALUS framework. ISTI Open Portal. 1–4. 14 indexed citations
18.
Costa, Gianni, Francesco Folino, Giuseppe Manco, & Riccardo Ortale. (2007). A Hierarchical Probabilistic Model for Co-Clustering High-Dimensional Data.. SEBD. 88–99. 1 indexed citations
19.
Costa, Gianni, Giuseppe Manco, Riccardo Ortale, et al.. (2007). Logistics Management in a Mobile Environment: A Decision Support System Based on Trajectory Mining. IRIS eCampus Telematic University (Università degli Studi eCampus). 34–34. 4 indexed citations
20.
Bonifati, Angela, et al.. (2003). XQueC: pushing queries to compressed XML data (demo). Very Large Data Bases. 1065–1068. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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