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| Giovanna Castellano |
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| Università degli Studi di Bari Aldo Moro, Bari |
| Regular Member |
| Personal Web Site: https://sites.google.com/site/cilabuniba/people/chief/giovanna-castellano |
| Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=1502 |
| Short Biography |
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Giovanna Castellano got her Ph.D. in Computer Science from University of Bari, Italy, in 2001. From 2002 to 2015 she was Assistant professor at the Computer Science Department of the University of Bari, where she is currently Associate professor in Computer Science. She is the coordinator of the CILAB (Computational Intelligence Lab) at the Computer Science Department of the University of Bari. Her research interests are in the area of Computational Intelligence and include Fuzzy systems, Fuzzy Image Processing, Fuzzy clustering, Image processing and retrieval, Neural Networks, Neuro-fuzzy modeling, Granular Computing, Recommender systems. She is the co-author of more than 180 refereed international journal and conference papers covering the above topics. Giovanna Castellano is the co-author of the Springer book "Fuzzy Logic for Image Processing: a Gentle Introduction using Java" published in 2017, and co-editor of the Springer book “Web Personalization in Intelligent Environments” published in 2009. She is Associate Editor of the following journals: Information Sciences (Elsevier), Evolving Systems (Springer), International Journal of Intelligent Systems (Wiley), International Journal of Systems, Control and Communications (InderScience) and International Journal of Knowledge-Based and Intelligent Engineering Systems (IOSPress). She is member of the Editorial Board of the International Journal of Knowledge and Web Intelligence and the Intelligent Decision Technology: An International Journal. She was guest editor of the special issue "Fuzzy Logic for Image Processing" in the journal Information (2017). She is guest editor of the special issue "Computational Intelligence in Healthcare" in the journal Electronics (2019-2020). She acts as a reviewer for several international scientific journals published by high-rank publishers (Elsevier, IEEE, Springer) and for international conferences in the field of Computational Intelligence. She is in the Program Committee of several refereed conferences, the more recent being IJCAI (2020-2019), KES-IDT2019, ICANN(2018-2017), IJCCI2017, WILF(2018-2016), FCTA (2020-2016). Giovanna Castellano is currently member of the IEEE Computational Intelligence society, the EUSFLAT society and the INDAM-GNCS society. She is member of the IEEE CIS Task Force on Explainable Fuzzy Systems. |
| List of top 5 publications in the last 5 years |
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G. Castellano, C. Castiello, C. Mencar, e G. Vessio. Crowd detection in aerial imagesusing spatial graphs and fully-convolutional neural networks.IEEE Access, 8:64534–64544, 2020. G. Castellano, C. Castiello, C. Mencar, G. Vessio. Crowd detection in aerial images using spatial graphs and fully-convolutional neural networks.IEEE Access, 8:64534–64544, 2020. G. Casalino, G. Castellano, C. Mencar. Data stream classification by dynamic incremental semi-supervised fuzzy clustering. International Journal on Artificial Intelligence Tools, 28(08):1960009, 2019. L. Caponetti and G. Castellano. Fuzzy Logic for Image Processing - A Gentle Introduction Using Java. SpringerBriefs in Electrical and Computer Engineering. Springer, 2017. ISBN: 978-3-319-44130-6. DOI:10.1007/978-3-319-44130-6. G. Castellano, C. Castiello, V. Pasquadibisceglie, G. Zaza. Fisdet: Fuzzy inference system development tool. International Journal of Computational Intelligence Systems,10(1):13–22, 2017. ISSN 1875-6883. DOI:10.2991/ijcis.2017.10.1.2. G. Castellano, A.M. Fanelli, M.A. Torsello, G. Sforza. Shape annotation for intelligent image retrieval. Applied Intelligence, 1:179–195, January 2016. ISSN 0924-669X. DOI:10.1007/s10489-015-0693-7. |
| List of top 5 academic activities during the last 5 years |
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General chair of 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, May 27-29, 2020 / Bari, Italy. Co-organizer of "Evolving and adaptive fuzzy models for data streams", Special Session @ EUSFLAT2019 / The 11th Conference of the European Society for Fuzzy Logic and Technology, September 9-13, 2019, Prague, Czech Republic. Co-organizer of the 4th EUSFLAT European Summer School on Fuzzy Logic and Applications, June 25-29, 2018 / Bari, Italy.Co-organizer and chair of "Learning from Data Stream and Time Series", Special Session @ ICANN2017 / The 26th International Conference on Artificial Neural Networks, September 11-14, 2017, Alghero, Italy. Co-organizer and co-chair of the Special Session on Learning from Data Stream and Time Series, 26th International Conference on Artificial Neural Networks (ICANN2017), Alghero, Italy, 11-14/09/2017 |