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Contact information: jafcosta at gmail.com
Research interests:
- Neural networks and self-organizing systems / Data visualization and clustering
- Embedded intelligence / Pattern recognition and intelligent classification
- Data Mining & Business Intelligence
- Systems Engineering / signal and image processing
- Performance measurement, strategy and balanced scorecard
Some technical activities (click here for a complete list):
- General Chair - 13th International Conference on Intelligent
Data Engineering and Automated Learning (IDEAL 2012), to be held on 29-31 August 2012, Natal, Brazil.
- Technical Committee Co-Chairs of the
ICSI’2012 - The 3rd International Conference on Swarm
Intelligence (ICSI’2012) (http://www.ic-si.org) will be held in
Shenzhen, China from June 17-20, 2012.
- CDVE
2012 - 9th International Conference on Cooperative Design,
Visualization and Engineering, to be held in Osaka, Japan during Sept.
2-5, 2012 at the Osaka University.
- Program Committee of the 2012 IEEE International Conference
on Networking, Sensing and Control (ICNSC) which will be held in
Beijing, China during April 11-14, 2012.
- Program Committee of the Special Session on Multiple Model
Approach to Machine Learning - third MMAML 2012 at the 4th Asian
Conference on Intelligent Information and Database Systems (ACIIDS
2012) which will be held in Kaohsiung, Taiwan, on March 19-21, 2012
(http://bit.kuas.edu.tw/~aciids12/).
- Program Committee - Eighth International Conference
on Intelligent Computing (ICIC), on July 25–28, 2012 in
Huangshan, China. Website: http://www.ic-ic.org/2012/.
- Program Committee - 2012 ACM SAC data mining track to be held in Trento, Italy, March 25-29, 2012. URL: http://www.acm.org/conferences/sac/sac2012/; Data mining track URL: http://integra.cs.wayne.edu/sac2012/
- Program Co-Chair - 12th International Conference on
Intelligent Data Engineering and Automated Learning (IDEAL 2011), to be
held on 5-7 September 2011, Norwich, UK. (Deadline: Apr 30th, 2011)
- Program Chair - CBIC'2011
- Congresso Brasileiro de Inteligência Computacional, 8-11 de
Novembro, Fortaleza / CE. (Data limite de envio de artigos: 29 de maio
de 2011)
Recent paper / book chapters (click here for a complete list):
- José A. F. Costa (2011). Uma nova abordagem
para visualização e detecção de
agrupamentos em mapas de Kohonen baseado em gradientes das componentes. Learning and NonLinear Models (Journal of the Brazilian Neural Network Society), Vol. 9, Iss. 1, pp. 20-31, 2011. Link
- M. L. Gonçalves, J.
A. F. Costa and M. L. A. Netto (2011). Land-Cover Classification Using
Self-Organizing Maps Clustered with Spectral and Spatial Information.
In: Book Chapter ("Self Organising Maps, New Achievements", Josphat Igadwa Mwasiagi (Ed.), ISBN: 978-953-307-546-4, pp. 299-322, InTech, Vienna, Austria.
- Flavius L.
Gorgônio, José Alfredo F. Costa (2011). Privacy-Preserving Clustering
on Distributed Databases: A Review and Some Contributions. In: Self
Organizing Maps, New Achievements. Josphat Igadwa Mwasiagi (Ed.), ISBN: 978-953-307-546-4, pp. 33-54, InTech, Austria.
- Jose
Alfredo F. Costa, Jackson G. de Souza (2011). Image Segmentation
through Clustering based on Natural Computing Techniques. In: Image
Segmentation, Pei-Gee Ho (Ed.), pp. 57-82, ISBN: 978-953-307-228-9, InTech. Austria.
- Flavius L. Gorgônio, José
Alfredo F. Costa (2010). PartSOM: A Framework for Distributed Data
Clustering Using SOM and K-Means. In: Self-Organizing Maps, George K Matsopoulos (Ed.), ISBN: 978-953-307-074-2, pp. 43-62., InTech, Vienna, Austria.
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