Kaveh Mollazade. 1 P a g e C u r r i c u l u m V i t a e ( C V ) Personal Information. Education Year Degree University

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1 1 P a g e C u r r i c u l u m V i t a e ( C V ) Personal Information Kaveh Mollazade Assistant Professor Permanent address: Department of Biosystems Engineeing, Faculty of Agriculture, University of Kurdistan, Allameh Hamdi Blvd., PO Box 416, P.C: , Sanandaj, Kurdistan, Iran. k.mollazade@uok.ac.ir, kaveh.mollazade@gmail.com URL: agri.uok.ac.ir/kmollazade, research.uok.ac.ir/~kmollazade/en ORCID ID: orcid.org/ x Education Year Degree University 2009/9 ~ 2013/7 2007/9 ~ 2009/9 2003/9 ~ 2007/8 Ph.D., Mechanical Engineering of Agricultural Machinery M.Sc., Mechanical Engineering of Agricultural Machinery B.Sc., Agricultural Machinery Engineering University of Tehran, Tehran, Iran University of Tehran, Tehran, Iran Urmia University, Urmia, Iran Work Experiences Year Position University/Institute 2013/9 ~ now 2011/7 ~ 2012/1 Assistant Professor Visiting researcher University of Kurdistan, Sanandaj, Iran Leibniz Institute for Agricultural Engineering (ATB), Potsdam, Germany Professional Activities Year Role 2012 ~ now Reviewer Computers and Electronics in Agriculture Biosystems Engineering Postharvest Biology and Technology Food Analytical Methods Applied Engineering in Agriculture Agricultural Engineering International: CIGR Journal Applied Spectroscopy Journal of Food Science

2 2 P a g e Membership Iranian Society of Agricultural Machinery Engineering and Mechanization 2015 ~ now Lab Establishment Machine vision and spectroscopy lab University of Kurdistan, Department of Biosystems Engineering Awards Year Title University/Organization 2017 Financial support for participation in DAAD alumni seminar at University of Kassel German Academic Exchange Service (DAAD) 2010 ~ 2011 Distinguished researcher University of Tehran College of Agriculture and Natural Resources 2009 ~ 2010 Distinguished student University of Tehran 2009 ~ 2010 Distinguished researcher University of Tehran 2009 ~ 2013 PhD scholarship Iran National Elites Foundation 2009 ~ 2013 PhD scholarship Iran Ministry of Science, Research, and Technology Research Projects Year Projects University/Organization 2015 ~ 2018 Discrimination of touching objects in digital images using a novel approach based on the morphological operators and computational intelligence for implementation in agricultural produce sorting/grading machines 2015 ~ 2018 Detection of adulteration in tea product using Vis/NIR spectroscopy and chemometrics techniques 2016 ~ 2017 Non-destructive identification of browning disorder in button mushroom using multispectral imaging 2015 ~ 2017 Design, fabrication, and evaluation of a backscattering imaging-based system for non- University of Kurdistan University of Kurdistan University of Kurdistan Iran National Science Foundation

3 3 P a g e destructive quality inspection of apple fruit 2010 ~ 2011 Sorting and quality grading of raisin from digitized images with different data mining techniques University of Tehran Language Skills Kurdish Persian English Arabic German Mother language Fluent in written and spoken Good in written and spoken Intermediate in written and spoken Beginner Computer Literacy Research Interests MATLAB: Programming, image processing toolbox, fuzzy logic toolbox, neural network toolbox, data acquisition toolbox, Simulink LabView (programming and instrumentation software) WEKA (data mining software) ANSIS (finite element analysis software) Solid Works (mechanical design and analysis software) SPSS and Minitab (statistical software) Microsoft office (Excel, Word, PowerPoint) Windows XP, 7, 8, and 10 Machine vision and image processing Developing optical techniques for quality and safety monitoring of agro-food materials Automation of post-harvest processes and food industry machines Precision agriculture Teaching Experience Digital image processing Instrumentation and control systems Computer programming Food quality evaluation methods Numerical methods Academic Records Year Type Number Since 2009 Journal papers Conference papers Since 2009 Citation (20/10/2017) Google Scholar Scopus (h-index: 14)

4 4 P a g e 243 (h-index: 8) Publications Journal papers Mollazade, K., and Arefi, A Optical analysis using monochromatic imaging-based spatially-resolved technique capable of detecting mealiness in apple fruit. Scientia Horticulturae, 225: Mollazade, K Non-destructive identifying level of browning development in button mushroom (Agaricus bisporus) using hyperspectral imaging associated with chemometrics. Food Analytical Methods, 10(8): Mozaffari, M., Mahmoudi, A., Mollazade, K., and Jamshidi, B Low-cost optical approach for non-contact predicting moisture content of apple slices during hot air drying. Drying Technology, 35(12): Teimouri, N., Omid, M., Mollazade, K., and Rajabipour, A An artificial neural network-based method to identify five classes of almond according to visual features. Journal of Food Process Engineering, 39(6): Adebayo, S. E.., Hashim, N., Abdan, K., Hanafi, M., and Mollazade, K Prediction of quality attributes and ripeness classification of banana using optical properties. Scientia Horticulturae, 212: Rahimi Ajdadi, F., Abbaspour Gilandeh, Y., Mollazade, K., and Hassanzadeh, R. P. R Application of machine vision for classification of soil aggregate size. Soil and Tillage Research, 162: Mollazade, K Book review of Imaging with electromagnetic spectrum: Applications in food and agriculture. Trends in Food Science & Technology, 50: Rezaei Kalaj, Y., Mollazade, K., Herppich, W., Regen, C., and Geyer, M Changes of backscattering imaging parameter during plum fruit development on the tree and during storage. Scientia Horticulturae, 202: Arefi, A., Ahmadi Moghaddam, P., Hassanpour, A., Mollazade, K., Modarres Motlagh, A Non-destructive identification of mealy apples using biospeckle imaging. Postharvest Biology and Technology, 112: Arefi, A., Ahmadi Moghaddam, P., Mollazade, K., Hassanpour, A., Valero, C., and Gowen, A Mealiness detection in agricultural crops - Destructive and nondestructive tests: A review. Comprehensive Reviews in Food Science and Food Safety, 14(5): Taheri-Garavand, A., Ahmadi, H., Omid, M., Mohtasebi, S. S., Mollazade, K., Smith, A. J. R., and Carlomagno, G. M An intelligent approach for cooling radiator fault diagnosis based on infrared thermal image processing technique. Applied Thermal Engineering, 87: Mollazade, K., Omid, M., Akhlaghian Tab, F., Rezaei-Kalaj, Y., and Mohtasebi, S. S Data mining-based wavelength selection for monitoring quality of tomato fruit by backscattering and multispectral imaging. International Journal of Food Properties, 18(4):

5 5 P a g e Ebrahimi, E., Mollazade, K., and Babaei, S Toward an automatic wheat purity measuring device: A machine vision-based neural networks-assisted imperialist competitive algorithm approach. Measurement, 55: Teimouri, N., Omid, M., Mollazade, K., and Rajabipour, A A novel artificial neural networks assisted segmentation algorithm for discriminating almond nut and shell from background and shadow. Computers and Electronics in Agriculture, 105: Mollazade, K., Omid, M., Akhlaghian Tab, F., Rezaei-Kalaj, Y., Mohtasebi, S. S., and Zude, M Analysis of texture-based features for predicting mechanical properties of horticultural products by laser light backscattering imaging. Computers and Electronics in Agriculture, 98: Ebrahimi, E., Mollazade, K., and Arefi, A An expert system for classification of potato tubers using image processing and artificial neural networks. International Journal of Food Engineering, 8(4), article 9: MousaviRad, S. J., Akhlaghian Tab, F., and Mollazade, K Design of an expert system for rice kernel identification using optimal morphological features and back propagation neural network. International Journal of Applied Information Systems, 3(2): Mollazade, K., Omid, M., Akhlaghian Tab, F., and Mohtasebi, S. S Principles and applications of light backscattering imaging in quality evaluation of agro-food products: a review. Food and Bioprocess Technology, 5(5): Mollazade, K., Omid, M., and Arefi, A Comparing data mining classifiers for grading raisins based on visual features. Computers and Electronics in Agriculture, 84: MousaviRad, S. J., Akhlaghian Tab, F., and Mollazade, K Application of imperialist competition algorithm for feature selection: a case study on bulk rice classification. International Journal of Computer Application, 40(16): Arefi, A., Modarres Motlagh, A., Mollazade, K., and Farrokhi Teimourlou, R Recognition and localization of ripen tomato based on machine vision. Australian Journal of Crop Science, 5(10): Ebrahimi, E., and Mollazade, K Intelligent fault classification of a tractor starter motor using vibration monitoring and adaptive neuro-fuzzy inference system. Insight Non-Destructive Testing and Condition Monitoring, 52(10): Ebrahimi, E., and Mollazade, K Integrating fuzzy data mining and impulse acoustic techniques for almond nuts sorting. Australian Journal of Crop Science, 4(5): Ahmadi, H., Mollazade, K., and Behamta, M. R Application of aluminide coatings modified with yttrium for protecting corn post-harvest processing equipments against erosion in food industries. Spanish Journal of Agricultural Research, 8(1): Rasouli, M., Mollazade, K., Fatahi, R., Zamani, Z., Imani, A., Martinez-Gomez, P., and Ebadi, A Evaluation of engineering properties in almond nuts. International Journal of Natural and Engineering Sciences, 4(1):

6 6 P a g e Mollazade, K., Ahmadi, H., Omid, M., and Alimardani, R An intelligent model based on data mining and fuzzy logic for fault diagnosis of external gear hydraulic pumps. Insight Non-Destructive Testing and Condition Monitoring, 51(11): Ahmadi, H., and Mollazade, K An oil condition monitoring technique to determine the optimal oil type and maintenance schedule. Structural Health Monitorin, (4): Ahmadi, H., and Mollazade, K Fault diagnosis of an electro-pump in a marine ship using vibration condition monitoring. Insight Non-Destructive Testing and Condition Monitoring, 51(8): Mollazade, K., Ahmadi, H., Omid, M., and Alimardani, R Vibration-based fault diagnosis of hydraulic pump of tractor steering system by using energy technique. Modern Applied Science, 3(6): Mollazade, K., Ahmadi, H., and Alimardani, R Optimal design of rotary tiller s rotor and width proportionate to tractor power using energy method. International Journal of Agricultural & Biological Engineering, 2(2): Mollazade, K., Ahmadi, H., Khorshidi, J., Mohtasebi, S. S., and Rajabipour, A Moisture-dependent physical and mechanical properties of cumin (Cuminum cyminum L.) seed. International Journal of Agricultural & Biological Engineering, 2(2): 1-7. Ahmadi H., and Mollazade, K Effect of plowing depth and soil moisture content on reduced secondary tillage. Agricultural Engineering International: the CIGR Ejournal. Manuscript MES 1195, Vol. XI. Publications Conference papers Arefi, A., Ahmadi Moghaddam, P., Mollazade, K., Hassnpour, A., and Modarres Motlagh. A Investigation of mealiness phenomenon in red delicious apples by biospeckle technique (In Persian). 9th National Congress on Agricultural Machinery and Mechanization Engineering (Biosystems Eng.). University of Tehran, Karaj, Iran, April Teimouri, N., Omid, M., Mollazade, K., and Rajabipour, A A decision treebased algorithm for classification of different classes of almond (In Persian). 8th National Congress on Agricultural Machinery and Mechanization Engineering (Biosystems Eng.). Ferdowsi University of Mashhad, Mashhad, Iran. January Teimouri, N., Omid, M., Mollazade, K., and Rajabipour, A A machine vision algorithm for discriminating different classes of almond from background (In Persian). 7th Conference on Advances in Agricultural Researches. University of Kurdistan, Sanandaj, Iran. May Mollazade, K., Omid, M., Akhlaghian Tab, F., Mohtasebi, S. S., and Zude, M Spatial mapping of moisture content in tomato fruits using hyperspectral imaging and artificial neural networks. The CIGR2012 parallel conference, SPC- 03: IV International Workshop on Computer Image Analysis in Agriculture. Valencia, Spain, 8-12 July.

7 7 P a g e Mollazade, K., Omid, M., and Arefi, A Application of support vector machines in raisin grading based on processing of digital images (In Persian). 5th Regional Congress on Advances in Agricultural Research. University of Kurdistan, Sanandaj, Iran. Mollazade, K., and Ahmadi, H Journal-bearing fault diagnosis of an external gear hydraulic pump using power spectral density. ECOTRIB nd European Conference on Tribology. Pisa, Italy, June 7-10, pp: Mollazade, K., Ahmadi, H., Omid, M., and Alimardani, R Application of J48 algorithm for gear tooth fault diagnosis of tractor steering hydraulic pump. ECOTRIB nd European Conference on Tribology. Pisa, Italy, June 7-10, pp: Mollazade, K., and Riahi, R Simulation and mechanical analysis of three types of rotary plow blade using finite element (In Persian). 5th National Congress on Agricultural Machinery and Mechanization Engineering. Ferdowsi University, Mashhad, Iran.