Chemometrics and Chemoinformatics Research Group Mehdi Jalali Heravi Professor
	Department of Chemistry Sharif University of Technology
	Office: +98-21-66165315
	Lab:    +98-21-66165329
	jalali@sharif.edu
	Adress: Chemistry Department, Sharif University of Technology, P.O. Box 11365-9516, Tehran, Iran
Publications 2011 Recent trends in application of multivariate curve resolution approaches for improving gas chromatography–mass spectrometry analysis of essential oils Jalali-Heravi, Parastar, H., Accepted, Talanta, 2011. Classification of anti-HIV compounds using counterpropagation artificial neural networks and decision trees Jalali-Heravi, M., Mani-Varnosfaderani, Eftekhar Jahromi, P., Mahmoodi, M. M., Taherinia, D., Accepted  SAR. QSAR. Env. Res. 2011. QSAR modeling of integrin antagonists using enhanced Bayesian regularized genetic neural networks Jalali-Heravi, M., Mani-Varnosfaderani, A., SAR. QSAR. Env. Res. 22, 2011, 293-314. Analysis of Iranian rosemary essential oil: Application of gas chromatography-mass spectrometry combined with chemometrics Jalali-Heravi, M. , Moazeni, R.S. , Sereshti, H., J. Chromatog. A. 1218, 2011, 2569-2576. 2010 MCRC software: A tool for chemometric analysis of two-way chromatographic data Jalali-Heravi, M., Parastar, H., Kamalzadeh, M., Tauler, R., Jaumot, J., Chemom. Intell. Lab. Syst. 104, 2010, 155-171. Optimisation of a microwave-assisted method for extracting withaferin A from Withania somnifera Dunal. using central composite design Mirzajani, F., Ghassempour, A. Jalali-Heravi, M., Mirjalili, M.H., Phytochem. Anal. 21, 2010, 544-549. Towards obtaining more information from gas chromatography-mass spectrometric data of essential oils: An overview of mean field independent component analysis Jalali-Heravi, M. , Parastar, H. , Sereshti, H., J. Chromatog. A. 1217, 2010, 4850-4861. Assessment of the co-elution problem in gas chromatography-mass spectrometry using non-linear optimization techniques Jalali-Heravi, M., Parastar, H., Chemom. Intel. Lab. Syst. 101, 2010, 1-13. Self-modeling curve resolution techniques applied to comparative analysis of volatile components of Iranian saffron from different regions Jalali-Heravi, M., Parastar, H., Ebrahimi-Najafabadi, H., Anal. Chim. Acta. 662, 2010, 143-154. Optimization of Tribenuron-methyl determination by differential pulse polarography using experimental design Ahmadi, S., Ghassempour, A., Fakhari, A.R., Jalali-Heravi, M., Aboul-Enein, H.Y., Anal. Method. 2, 2010, 41-48. A survey of wave function effects on theoretical calculation of gas phase 19F NMR chemical shifts using factorial design Shaghaghi, H., Ebrahimi, H., Tafazzoli, M., Jalali-Heravi, M., J. Fluorine Chem. 131, 2010. 47-52.
2009
QSAR modeling of 1-(3,3-Diphenylpropyl)-Piperidinyl Amides as CCR5 modulators using multivariate adaptive regression splines and Bayesian regularized genetic neural networks Mehdi Jalali-Heravi, Ahmad Mani-Varnosfaderani,QCS, 2009, 28, 939-945.
Characterization of volatile components of Iranian saffron using factorial-based response surface modeling of ultrasonic extraction combined with gas chromatography–mass spectrometry analysis Journal of Chromatography A, Volume 1216, Issue 33, 14 August 2009, Pages 6088-6097 Mehdi Jalali-Heravi, Hadi Parastar, Heshmatollah Ebrahimi-Najafabadi
Quantitative structure–activity relationship study of serotonin (5-HT7) receptor inhibitors using modified ant colony algorithm and adaptive neuro-fuzzy interference system (ANFIS) European Journal of Medicinal Chemistry, Volume 44, Issue 4, April 2009, Pages 1463-1470 M. Jalali-Heravi, M. Asadollahi-Baboli
Multivariate optimization of hydrodistillation-headspace solvent microextraction of thymol and carvacrol from Thymus transcaspicus Talanta, Volume 79, Issue 3, 15 August 2009, Pages 695-699 Vahid Kiyanpour, Ali Reza Fakhari, Reza Alizadeh, Behvar Asghari, Mehdi Jalali-Heravi
A survey of wave function effects on theoretical calculation of gas phase ^19F NMR chemical shifts using factorial design Journal of Fluorine Chemistry, In Press, Corrected Proof, Available online 3 October 2009 H. Shaghaghi, H. Ebrahimi, M. Tafazzoli, M. Jalali-Heravi
Shuffling multivariate adaptive regression splines and adaptive neuro-fuzzy inference system as tools for QSAR study of SARS inhibitors Journal of Pharmaceutical and Biomedical Analysis, Volume 50, Issue 5, 5 December 2009, Pages 853-860 M. Jalali-Heravi, M. Asadollahi-Baboli, A. Mani-Varnosfaderani
1- Assessment of the co-elution problem in gas chromatography-mass spectrometry using non-linear optimization techniques, M. Jalali-Heravi, H. Parastar, Chemom. Intell. Lab. Syst., (2009), In press.
M. Jalali-Heravi, h. Ebrahimi-Najafabadi, A. Khodabandeloo, Use of kernel orthogonal projection to latent structure in modeling of retention indices of pesticides QCS, (2009), In press.
2008
Comparative structure–toxicity relationship study of substituted benzenes to Tetrahymena pyriformis using shuffling-adaptive neuro fuzzy inference system and artificial neural networks Chemosphere, Volume 72, Issue 5, June 2008, Pages 733-740 Mehdi Jalali-Heravi, Anahita Kyani
Model-based analysis for kinetic complexation study of Pizda and Cu(II) Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, Volume 70, Issue 3, August 2008, Pages 674-681 M. Vosough, M. Maeder, M. Jalali-Heravi, S.E. Norman
Development of a method for analysis of Iranian damask rose oil: Combination of gas chromatography–mass spectrometry with Chemometric techniques Analytica Chimica Acta, Volume 623, Issue 1, 8 August 2008, Pages 11-21 Mehdi Jalali-Heravi, Hadi Parastar, Hassan Sereshti
QSAR study of heparanase inhibitors activity using artificial neural networks and Levenberg–Marquardt algorithm European Journal of Medicinal Chemistry, Volume 43, Issue 3, March 2008, Pages 548-556 M. Jalali-Heravi, M. Asadollahi-Baboli, P. Shahbazikhah
Comparison between two different hemichromes of hemoglobins (HbA and HbS) induced by n-dodecyl trimethylammonium bromide: Chemometric study Colloids and Surfaces B: Biointerfaces, Volume 63, Issue 2, 1 June 2008, Pages 183-191 M. Mojtahedi, H. Parastar, M. Jalali-Heravi, J. Chamani, F.C. Chilaka, A.A. Moosavi-Movahedi
2007
Application of genetic algorithm-kernel partial least square as a novel nonlinear feature selection method: Activity of carbonic anhydrase II inhibitors European Journal of Medicinal Chemistry, Volume 42, Issue 5, May 2007, Pages 649-659 Mehdi Jalali-Heravi, Anahita Kyani
Use of gas chromatography–mass spectrometry combined with resolution methods to characterize the essential oil components of Iranian cumin and caraway Journal of Chromatography A, Volume 1143, Issues 1-2, 2 March 2007, Pages 215-226 Mehdi Jalali-Heravi, Behrooz Zekavat, Hassan Sereshti
Optimization of solid-phase microextraction of volatile phenols in water by a polyaniline-coated Pt-fiber using experimental design Analytica Chimica Acta, Volume 581, Issue 1, 2 January 2007, Pages 71-77 M. Mousavi, E. Noroozian, M. Jalali-Heravi, A. Mollahosseini
Determination of essential oil components of Artemisia haussknechtii Boiss. using simultaneous hydrodistillation-static headspace liquid phase microextraction-gas chromatography mass spectrometry Journal of Chromatography A, Volume 1160, Issues 1-2, 10 August 2007, Pages 81-89 M. Jalali Heravi, H. Sereshti
2006
Discrimination of wines based on 2D NMR spectra using learning vector quantization neural networks and partial least squares discriminant analysis Analytica Chimica Acta, Volume 558, Issues 1-2, 3 February 2006, Pages 144-149 Saeed Masoum, Delphine Jouan-Rimbaud Bouveresse, Joseph Vercauteren, Mehdi Jalali-Heravi, Douglas Neil Rutledge
Characterization of essential oil components of Iranian geranium oil using gas chromatography–mass spectrometry combined with chemometric resolution techniques Journal of Chromatography A, Volume 1114, Issue 1, 5 May 2006, Pages 154-163 Mehdi Jalali-Heravi, Behrooz Zekavat, Hassan Sereshti
2005
Artificial neural network modeling of peptide mobility and peptide mapping in capillary zone electrophoresis Journal of Chromatography A, Volume 1096, Issues 1-2, 25 November 2005, Pages 58-68 Mehdi Jalali-Heravi, Yang Shen, Mostafa Hassanisadi, Morteza G Khaledi
Use of second-order calibration for residue screening of some triazines in the presence of coeluting interferences by gas chromatography–selected ion mass spectrometry Analytica Chimica Acta, Volume 537, Issues 1-2, 29 April 2005, Pages 89-100 Mehdi Jalali-Heravi, Maryam Vosough
Discrimination of wines based on 2D NMR spectra using learning vector quantization neural networks and partial least squares discriminant analysis Analytica Chimica Acta, Volume 558, Issues 1-2, 3 February 2006, Pages 144-149 Saeed Masoum, Delphine Jouan-Rimbaud Bouveresse, Joseph Vercauteren, Mehdi Jalali-Heravi, Douglas Neil Rutledge
Characterization of essential oil components of Iranian geranium oil using gas chromatography–mass spectrometry combined with chemometric resolution techniques Journal of Chromatography A, Volume 1114, Issue 1, 5 May 2006, Pages 154-163 Mehdi Jalali-Heravi, Behrooz Zekavat, Hassan Sereshti
Articles before 2005
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