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On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions (2015)
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 clustering algorithms involve a distance structure as the main tool to compute the i... Read More about On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions.

Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method (2014)
Journal Article
Ramachandran, V., Murnane, D., Hammond, R. B., Pickering, J., Roberts, K. J., Soufian, M., …Pencheva, K. (2015). Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method. Molecular Pharmaceutics, 12(1), 18-33. https://doi.org/10.1021/mp500335w

The synthonic modeling approach provides a molecule-centered understanding of the surface properties of crystals. It has been applied extensively to understand crystallization processes. This study aimed to investigate the functional relevance of syn... Read More about Formulation Pre-screening of Inhalation Powders Using Computational Atom–Atom Systematic Search Method.

Dynamic optimisation of an industrial web process (2008)
Journal Article
Soufian, M. (2008). Dynamic optimisation of an industrial web process. International Journal of Multiphysics, 2(3), 291-312. https://doi.org/10.1260/175095408786927471

An industrial web process has been studied and it is shown that the underlying physics of such processes governs by the Navier-Stokes partial differential equations with moving boundary conditions, which in turn have to be determined by the solution... Read More about Dynamic optimisation of an industrial web process.

Rapid typing of bacteria using matrix-assisted laser desorption ionisation time-of-flight mass spectrometry and pattern recognition software (2001)
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 shown to produce characteristic mass spectral fingerprints of moieties des... Read More about Rapid typing of bacteria using matrix-assisted laser desorption ionisation time-of-flight mass spectrometry and pattern recognition software.