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Vahid Rezaeitabar
Vahid Rezaeitabar is Assistant Professor of --- in the Department of Statistics , Faculty mathematics and computer sciences .
Research Interests are: Machine Learning, Bayesian Network, Bioinformatics
International Journals
  • Rezaeitabar Vahid, Mahdavi Maryam, Heidari saghar, Naghizadeh Sima. (2016). Learning Bayesian Network Structure Using Genetic Algorithm with Consideration of the Node Ordering via Principal Component Analysis. Journal of the Iranian Statistical Society, 15, 2
  • Rezaeitabar Vahid, Eskandari Farzad, Salimi Selva, Zareifard Hamid. (2018). Finding a set of candidate parents using dependency criterion for the K2 algorithm. Pattern Recognition Letters, 111, 111
  • Perez-Sanchez Horacio, Rezaeitabar Vahid, Mezhuyev Vitaliy, Man Duhu, den-Haan Helena, Gesing Sandra. (2016). Developing science gateways for drug discovery in a grid environment. Springerplus, 5, 1
  • Rezaeitabar Vahid, Pezeshk Hamid. (2016). A generalization of Profile Hidden Markov Model (PHMM) using one-by-one dependency between sequences. Progress in Biological Sciences, 2, 6
  • Rezaeitabar Vahid, Plewczynski Dariusz, Fathipour Hosna. (2018). Generalized Baum-Welch and Viterbi Algorithms Based on the Direct Dependency Among Observations. Journal of the Iranian Statistical Society, 18, 1
  • Rezaeitabar Vahid, Elahi Fatemeh. (2018). A Novel Method for Aggregation of Bayesian Networks without Considering an Ancestral Ordering. Applied Artificial Intelligence: An International Journal, 32, 1
  • Rezaeitabar Vahid, Fathipor Hosna, Perez Sanchez Horacio, Eskandari Farzad, Plewczynski Dariusz. (2019). Mixture of Forward-Directed and Backward-Directed Autoregressive Hidden Markov Models for Time series Modeling. Journal of the Iranian Statistical Society, 18, 1
  • Madadizadeh Farzan, Ghanbarnejad Amin, Rezaeitabar Vahid, Batmanghelich Kayhan, Zeraati Hojjat. (2018). Introduction to Spatial First Order Discrete HMM. Annals of Biometrics & Biostatistics, 4, 1
  • Rezaeitabar Vahid, Bokota Grzegorz, Denkiewicz Michal, Basu Subhadip, Plewczynski Dariusz. (2019). Dendritic Spines Taxonomy: The Functional and Structural Classification. Time-Dependent Probabilistic Model of Neuronal Activation. Journal of Computational Biology, 26, 1
  • Rezaeitabar Vahid, Zareifard Hamid, Salimi Selva, Plewczynski Dariusz. (2019). Learning directed acyclic graphs by determination of candidate causes for discrete variables. Journal of Statistical Computation and Simulation, 89, 10
  • Rezaeitabar Vahid, Zareifard Hamid, Salimi Selva, Plewczynski Dariusz. (2019). An empirical Bayes approach for learning directed acyclic graph using MCMC algorithm. statistical analysis and data mining, 12, 5
  • Madadizadeh Farzan, Rezaeitabar Vahid, Bahrampour Abbas, Montazeri Mitra, Batmanghelich Nematollah, Zeraati Hojjat. (---). Using biochemical liver function tests to Identify liver cirrhosis progression process and diagnose it from other liver diseases: Applying Hidden Markov model. Journal of Biochemical Technology, 2, 0974-2328
Iranian Journals
  • Rezaeitabar Vahid, salimi selva. (2016). یادگیری ساختاری شبکه بیزی با بکارگیری پوشش مارکوفی در الگوریتم K2. Andishe-ye Amari, 1, 21
  • Firoozan Towhid, Rezaeitabar Vahid, Nayeri Faezeh. (2016). ارزیابی روابط بین شاخص‌های بهره‌وری نیروی انسانی، دستمزد و ارزش افزوده در کارگاه‌های بزرگ صنعتی مبتنی بر شبکه‌های بیزی. Journal of Decision Engineering, 1, 3
  • Rezaeitabar Vahid, Elahi Fatemeh. (2016). The Application of Principal Component Analysis to the Bayesian Network Strucutre. Iranian Journal of Mathematical Sciences and Informatics, 1, Iranian Bioinformatics Society
  • Heidari Saghar, Kavousi Amir, Rezaeitabar Vahid. (2018). Causal Relationships between the variables related to Breast cancer using Bayesian Networks. Iranian Journal of Epidemiology, 13, 3
  • Aghdam Rosa, Rezaeitabar Vahid, Pezeshk Hamid. (2018). Some Node Ordering Methods for the K2 Algorithm. Computational Intelligence, 1, 2
  • Arabfard Masoud, Ohadi Mina, Rezaeitabar Vahid, Delbari Ahmad, Kavousi Kaveh. (2019). Genome-wide prediction and prioritization of human aging genes by data fusion: a machine learning approach. BMC Genomics, 20, 1
Presented in External Exhibition
  • Rezaeitabar Vahid, Fathipoor Hosna, Royal Statistical Society, poster presentation, 2016/09/05, 2016/09/08
  • Rezaeitabar Vahid, the 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), announcer, Conference , 2017/03/04, 2017/03/06
  • Urban Paulina, Rezaeitabar Vahid, Plewczynski Dariusz, VII International Conference Aspects of Neuroscience, poster presentation, Computational modelling of dendritic spines time dynamics using Hidden Markov Model, 2017/11/24, 2017/11/26
  • Urban Paulina, Rezaeitabar Vahid, Plewczynski Dariusz, DWUMIAN, poster presentation, Universal equation describing distribution for dendritic spines parameters, 2018/03/22, 2018/03/25
Presented in Internal Exhibition
  • Madadizadeh Farzan, Zeraati Hojjat, Rezaeitabar Vahid, Bahrampour Abbas, 11th Seminar on Probability and Stochastic Processes, brief article, 11th Seminar on Probability and Stochastic Processes, 2017/08/30, 2017/08/31
  • Rezaeitabar Vahid, Chavoshi Kazem, Heidari Ehsan, چهارمین کنفرانس ملی مدیریت، اقتصاد و حسابداری, brief article, بررسی اثر شتاب در صنعت سیمان بورس اوراق بهادار تهران با استفاده از رگرسیون چندکی, 2016/05/11, 2016/05/12
compilation
  • Eskandari Farzad, Rezaeitabar Vahid, Naghizadeh Sima. (2018). Risk assessment and decision analysis in Bayesian Network. iran-tehran, Allameh Tabataba'i University Press
Practical Projects outside The School
  • Classification of areas of the country using Bayesian network, کاربردی, 2017/07/08
Master
  • عملکرد صادرات کشور در اقتصاد مقاومتی, سهیلا عظیمی دالنجان, Practical , Allameh Tabataba'i University, 2016/09/21
  • طراحی آماری-اقتصادی نمودارهای کنترلی توأم X-bar و R تحت مدل شوک نمایی تعمیم‌یافته, زهرا شریفی, Fundamental, Allameh Tabataba'i University, 2018/02/05
  • یادگیری مدل های گرافیکی جهت دار بدون دور با استفاده از روش های مونت کارلوی زنجیره مارکوفی, طاهره دارابیان, Fundamental, Allameh Tabataba'i University, 2018/07/15
  • براورد پارامتر جامعه ی یکنواخت گزینش شده تحت تابع زیان توان دوم خطای لگاریتمی, یاسر رستمی, Fundamental, Allameh Tabataba'i University, 2019/02/17