On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions
Journal Article
Nefti-Meziani, S., Oussalah, M., & Soufian, M. (2015)
On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions. Journal of Intelligent and Fuzzy Systems, 28(4), 1477-1493. https://doi.org/10.3233/IFS-141407
This article addresses the problem of incorporating an inclusion structure in the general class of fuzzy c-means algorithms. Conventionally, all the classes of fuzzy clusterin...
Rapid typing of bacteria using matrix-assisted laser desorption ionisation time-of-flight mass spectrometry and pattern recognition software
Journal Article
Bright, J. J., Claydon, M. A., Soufian, M., & Gordon, D. B. (2002)
Rapid typing of bacteria using matrix-assisted laser desorption ionisation time-of-flight mass spectrometry and pattern recognition software. Journal of Microbiological Methods, 48(2-3), 127-138. https://doi.org/10.1016/s0167-7012%2801%2900317-7
Matrix-assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-TOF-MS) of intact microorganisms, also known as intact cell MALDI-TOF-MS (ICM-MS), has been...
Training and Adaption of a Neuro-Fuzzy System for Navigation in an Unknown Environment
Conference Proceeding
Nefti, S., Soufian, M., Pontnau, J., & Soufian, M. (1998)
Training and Adaption of a Neuro-Fuzzy System for Navigation in an Unknown Environment. In Proceedings of Recent Advances in Soft Computing 98
No abstract available.
The Effect of a Dynamical Layer in Neural Network Prediction of Biomass in a Fermentation Process
Conference Proceeding
Soufian, M., Soufian, M. & Dempsey, M. (1998)
The Effect of a Dynamical Layer in Neural Network Prediction of Biomass in a Fermentation Process. In Proceedings of the 11th international conference on Industrial and engineering applications of artificial intelligence and expert systems: methodology and tools in knowledge-based systemsISBN 3-540-64582-9
In this paper, computational intelligence has been considered as a tool (software sensor) for state-estimation and prediction of biomass concentration in a simulated fermentat...