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Mahdi Vasighi
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A MATLAB toolbox for Self Organizing Maps and supervised neural network learning strategies
D Ballabio, M Vasighi
Chemometrics and intelligent laboratory systems 118, 24-32, 2012
1352012
Genetic algorithms for architecture optimisation of counter-propagation artificial neural networks
D Ballabio, M Vasighi, V Consonni, M Kompany-Zareh
Chemometrics and intelligent laboratory systems 105 (1), 56-64, 2011
632011
Community detection in complex networks by detecting and expanding core nodes through extended local similarity of nodes
K Berahmand, A Bouyer, M Vasighi
IEEE Transactions on Computational Social Systems 5 (4), 1021-1033, 2018
592018
Disease-specific protein corona sensor arrays may have disease detection capacity
G Caracciolo, R Safavi-Sohi, R Malekzadeh, H Poustchi, M Vasighi, ...
Nanoscale Horizons, 1063-1076, 2019
502019
Effects of supervised Self Organising Maps parameters on classification performance
D Ballabio, M Vasighi, P Filzmoser
Analytica chimica acta 765, 45-53, 2013
202013
Nuclear magnetic resonance-based screening of thalassemia and quantification of some hematological parameters using chemometric methods
M Arjmand, M Kompany-Zareh, M Vasighi, N Parvizzadeh, Z Zamani, ...
Talanta 81 (4-5), 1229-1236, 2010
202010
A directed batch growing approach to enhance the topology preservation of self-organizing map
M Vasighi, H Amini
Applied Soft Computing 55, 424, 2017
152017
Classification Ability of Self Organizing Maps in Comparison with Other Classification Methods
M Vasighi, M Kompany-Zareh
MATCH Communications in Mathematical and in Computer Chemistry 70, 29, 2013
152013
Diagnosis of coronary heart disease based on 1H NMR spectra of human blood plasma using genetic algorithm‐based feature selection
M Vasighi, A Zahraei, S Bagheri, J Vafaeimanesh
Journal of Chemometrics 27 (10), 318-322, 2013
142013
Structural classification of proteins using texture descriptors extracted from the cellular automata image
H Kavianpour, M Vasighi
Amino Acids 49 (2), 261-271, 2017
82017
Oblique rotation of factors: a novel pattern recognition strategy to classify fluorescence excitation–emission matrices of human blood plasma for early diagnosis of colorectal …
M Shahbazy, M Vasighi, M Kompany-Zareh, D Ballabio
Molecular BioSystems 12 (6), 1963-1975, 2016
82016
Inhibition Ability of Natural Compounds on Receptor-Binding Domain of SARS-CoV2: An In Silico Approach
M Nedyalkova, M Vasighi, S Sappati, A Kumar, S Madurga, V Simeonov
Pharmaceuticals 14 (12), 1328, 2021
62021
Resolution of near-infrared spectral data from distillation of binary mixtures and calculation of band boundaries of feasible solutions for species profiles
M Kompany-Zareh, M Vasighi
Fuel processing technology 89 (2), 203-213, 2008
42008
Efficient portfolio construction by means of CVaR and k‐means++ clustering analysis: Evidence from the NYSE
F Soleymani, M Vasighi
International Journal of Finance & Economics 27 (3), 3679-3693, 2022
32022
Persistent organic pollutants (POPs)-QSPR classification models by means of Machine learning strategies
E Vakarelska, M Nedyalkova, M Vasighi, V Simeonov
Chemosphere 287, 132189, 2022
22022
Multiple growing self-organizing map for data classification
M Vasighi, S Abbasi
International Symposium on Artificial Intelligence and Signal Processing …, 2017
22017
Analysis of solvents mixtures employing rank annihilation factor analysis on near infrared spectral data from sequential addition of analyte
M Kompany-Zareh, M Vasighi
Fuel processing technology 91 (1), 62-67, 2010
22010
A multilevel approach for screening natural compounds as an antiviral agent for COVID-19
M Vasighi, J Romanova, M Nedyalkova
Computational Biology and Chemistry 98, 107694, 2022
12022
Data Science: From Research to Application
M Bohlouli, BS Bigham, Z Narimani, M Vasighi, E Ansari
Springer, 2020
12020
Correction: Disease-specific protein corona sensor arrays may have disease detection capacity
G Caracciolo, R Safavi-Sohi, R Malekzadeh, H Poustchi, M Vasighi, ...
Nanoscale Horizons 5 (2), 372-372, 2020
2020
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