Donato Malerba
Impact in
- Signal Processing top 1%
- Data Management and Algorithms
- Advanced Malware Detection Techniques
- Artificial Intelligence top 0.5%
- Anomaly Detection Techniques and Applications
- Internet Traffic Analysis and Secure E-voting
- Machine Learning and Data Classification
Papers in
-
- Anomaly Detection Techniques and Applications 20
- Data Stream Mining Techniques 18
- Semantic Web and Ontologies 16
-
- Data Mining Algorithms and Applications 48
- Co-authors
- Annalisa Appice (81 shared papers)Floriana Esposito (41 shared papers)Michelangelo Ceci (56 shared papers)Giovanni Semeraro (22 shared papers)Giuseppina Andresini (18 shared papers)J. Kay (1 shared paper)Francesca A. Lisi (14 shared papers)Corrado Appice Annalisa Malerba Donato Loglisci (23 shared papers)
- Journals
- Journal of Intelligent Information Systems (12 papers)Information Sciences (5 papers)Applied Artificial Intelligence (5 papers)BMC Bioinformatics (5 papers)Machine Learning (5 papers)
- Partner nations
- ItalyUnited StatesFrance
In The Last Decade
Donato Malerba
179 papers receiving 3.0k citations
Peers
Comparison fields: 5 of 161
- Signal Processing 560
- Artificial Intelligence 1.6k
- Information Systems 720
- Computer Networks and Communications 696
- Computer Vision and Pattern Recognition 425
Countries citing papers authored by Donato Malerba
This map shows the geographic impact of Donato Malerba'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 Donato Malerba with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Donato Malerba more than expected).
Fields of papers citing papers by Donato Malerba
This network shows the impact of papers produced by Donato Malerba. 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 Donato Malerba. The network helps show where Donato Malerba may publish in the future.
Co-authors
The 25 scholars most cited alongside Donato Malerba, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 195 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 1997 | 345 | |
| 2 | 2011 | 150 | |
| 3 | 2021 | 101 | |
| 4 | 2020 | 95 | |
| 5 | 2021 | 94 | |
| 6 | 2021 | 78 | |
| 7 | Proceedings of the 2008 IEEE International Conference on Data Mining Workshops | 2008 | 72 |
| 8 | 2016 | 69 | |
| 9 | 2004 | 68 | |
| 10 | 2007 | 64 | |
| 11 | 2015 | 60 | |
| 12 | 2015 | 53 | |
| 13 | 2019 | 53 | |
| 14 | 2001 | 48 | |
| 15 | 2019 | 47 | |
| 16 | 2003 | 46 | |
| 17 | 2014 | 43 | |
| 18 | 2004 | 42 | |
| 19 | 2020 | 41 | |
| 20 | 2021 | 41 |
About Donato Malerba
Donato Malerba is a scholar working on Artificial Intelligence, Information Systems, Signal Processing, Computer Networks and Communications and Computational Theory and Mathematics, having authored 195 papers that have together received 3.2k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (48 papers), Data Management and Algorithms (36 papers), Rough Sets and Fuzzy Logic (26 papers), Advanced Database Systems and Queries (20 papers), Anomaly Detection Techniques and Applications (20 papers), Data Stream Mining Techniques (18 papers), Semantic Web and Ontologies (16 papers) and Time Series Analysis and Forecasting (16 papers). The work is most often cited by research in Signal Processing (560 citations), Artificial Intelligence (1.6k citations), Information Systems (720 citations), Computer Networks and Communications (696 citations) and Computer Vision and Pattern Recognition (425 citations). Donato Malerba has collaborated with scholars based in Italy, United States and France. Frequent co-authors include Annalisa Appice, Floriana Esposito, Michelangelo Ceci, Giovanni Semeraro, Giuseppina Andresini, J. Kay, Francesca A. Lisi, Corrado Appice Annalisa Malerba Donato Loglisci, Gianvito Pio and Fabio Fumarola. Their work appears in journals such as Journal of Intelligent Information Systems, Information Sciences, Applied Artificial Intelligence, BMC Bioinformatics and Machine Learning.
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.