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:: CV ::
 | تاریخ ارسال: 1395/10/5 | 

Jafar Tahmoresnezhad
 

Phone: (0098917) 309-5753
j.tahmoresit.uut.ac.ir
Faculty of Computer Engineering, Urmia University of Technology, Urmia, Iran
 
 
EDUCATION
  • Ph.D.: Computer Engineering (Artificial Intelligence), December 2015
Shiraz University, Shiraz, Iran
Total GPA: 18.12/20
 
  • M.Sc.: Computer Engineering (Software Engineering), April 2007
Shiraz University, Shiraz, Iran
Total GPA: 17.77/20
 
  • B.Sc.: Computer Engineering (Software), Sept. 2004
Isfahan University of Technology, Isfahan, Iran
Total GPA: 15.32/20
 
PUBLICATIONS

 
Journal Publications
 
  • Gholenji, E., & Tahmoresnezhad, J. (2019). Joint Discriminative Subspace and Distribution Adaptation for Unsupervised Domain Adaptation. Applied Intelligence, pp. 1-12. DOI: https://doi.org/10.1007/s10489-019-01610-5
 
  • Gholenji, E., & Tahmoresnezhad, J. (2019). Joint local and statistical discriminant learning via feature alignment. Signal, Image and Video Processing, pp. 1-12. DOI: https://doi.org/10.1007/s11760-019-01587-1
 
   
 
  • Gholenji, E., & Tahmoresnezhad, J. (2018). Prediction Error Minimization in Classification Models via Global and Geometrical Distribution Adaptation. Computer Science Journal, 10(1), 65-78.
 
 
  • Dastgheib, M. B., Jahromi, M. F., & Tahmoresnezhad, J.. (2018). A Low-Cost Image Steganalysis by Using Domain Adaptation. International Journal of Information Science and Management (IJISM), 16(1).
 
  • Tahmoresnezhad, J., & Hashemi, S. (2017). DiReT: An effective discriminative dimensionality reduction approach for multi-source transfer learning. Scientia Iranica. Transaction D, Computer Science & Engineering, Electrical, 24(3), 1303-1311.
 
  • Khorshidpour, Z., Tahmoresnezhad, J., Hashemi, S., & Hamzeh, A. (2018). Domain invariant feature extraction against evasion attack. International Journal of Machine Learning and Cybernetics, 9(12), 2093-2104.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2017). Visual domain adaptation via transfer feature learning. Knowledge and Information Systems, 50(2), 585-605.
 
  • Khorshidpour, Z., Tahmoresnezhad, J., Hashemi, S., & Hamzeh, A. (2017). Using domain adaptation in adversarial environment. International Journal of Data Mining, Modelling and Management, 9(3), 201-219.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2016). Transductive transfer learning via maximum margin criterion. Scientia Iranica. Transaction D, Computer Science & Engineering, Electrical, 23(3), 12-39.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2017). Exploiting kernel-based feature weighting and instance clustering to transfer knowledge across domains. Turkish Journal of Electrical Engineering & Computer Sciences, 25(1), 292-307.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2016). An efficient yet effective random partitioning and feature weighting approach for transfer learning. International Journal of Pattern Recognition and Artificial Intelligence, 30(02), 1651003.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2015). A generalized kernel-based random k-samplesets method for transfer learning. Iranian Journal of Science and Technology Transactions of Electrical Engineering, 39, 193-207.
 
 
 
 
Journal Accepted Papers
 
  • Nouri, S., & Tahmoresnezhad, J. (2019). Kernelized Domain Adaptation and Balanced Distributions Alignment for Image Classification. Journal of Soft Computing and Information Technology.
 
  • Alipour, N., & Tahmoresnezhad, J. (2019). Name Entity Recognition with Long Short-term Memory Networks. Journal of Computer Science.
 
  • Zandifar, M., & Tahmoresnezhad, J. (2019). Sample-oriented Domain Adaptation for Image Classification. Journal of Signal and Processing.
 
 
  • Sherafati, F., & Tahmoresnezhad, J. (2019). Image Classification via Sparse Representation and Subspace Alignment. Journal of Signal and Processing.
 
   
  • Mardani, M., & Tahmoresnezhad, J. (2019). Joint Distribution Adaptation via Feature and Model Matching. Scientia Iranica. Transaction D, Computer Science & Engineering, Electrical.
 
  • Sherafati, F., & Tahmoresnezhad, J. (2018). Image Processing via Sparse Coding and Adaptive Classification. Tabriz Journal of Electric Engineering.
 
  • Gholenji, E., & Tahmoresnezhad, J. (2018). Visual Domains Adaptation via Feature and Model Matching. Tabriz Journal of Electric Engineering. Tabriz Journal of Electric Engineering.
 
  • Sherafati, F., & Tahmoresnezhad, J. (2018). Prediction Error Minimization of Image Classification Models via Sparse Coding and Domain Adaptation. Tabriz Journal of Electric Engineering.
 
 
  • Zandifar, M., & Tahmoresnezhad, J. (2018). Cross Domains Image Processing via Fisher Linear Discriminative Analysis and Bregman Divergence. Tabriz Journal of Electric Engineering.
 
 
 
 
Conference Papers
 
 
  • Nouri, S., & Tahmoresnezhad, J. (2019, November). Optimal Classifier Learning with Weighted Geometric Mean and Dynamic Balance Distribution Alignment. 3rd International Conference on Soft Computing. Guilan, Iran.
 
  • Zahed, M., & Tahmoresnezhad, J. (2019, February). Optimal Feature Selection using Naïve Bayes in Text Classification. National Conference on Computer Novel Technologies and Medicine engineering. Isfahan, Iran.
 
 
  • Zafarkhah, F., & Tahmoresnezhad, J. (2019, February). An Overview of Cross-lingual Texts Classification Methods. 2nd National Conference on Computer Engineering, Information Technology and Artificial Intelligence Applications. Ahvaz, Iran.
 
 
  • Talischi, M., & Tahmoresnezhad, J. (2019, February). A Study on Artificial Health Electronics Documents’ Production Methods Using Adversarial Networks. 2nd National Conference of Electrical and Computer Engineering. Isfahan, Iran.
 
  • Shahrouz, E., & Tahmoresnezhad, J. (2019, February). Learning Entity and Relation Embeddings for Knowledge Graph Completion. 1st National Conference of Contemporary Businesses and Smart Data Mining and Digital Image Processing. Kerman, Iran.
 
  • Mohtashami, F., & Tahmoresnezhad, J. (2019, February). Build a Dataset to Evaluate Three Question Answering System. 2nd National Conference of Electrical and Computer Engineering. Isfahan, Iran.
 
 
  • Khakzad, F., & Tahmoresnezhad, J. (2019, February). Scalable Sentiment Analysis based on Semantic Score. National Conference on Computer Novel Technologies and Medicine engineering. Isfahan, Iran.
 
  • Jafari, N., & Tahmoresnezhad, J. (2019, February). User Descriptive Comments Summarization using SentiWordNet Networks. 2nd National Conference of Electrical and Computer Engineering. Isfahan, Iran.
 
 
  • Ghaemi, Z., & Tahmoresnezhad, J. (2019, February). Sentiment Classification from User and Product View. National Conference on Computer Novel Technologies and Medicine engineering. Isfahan, Iran.
 
  • Alavi, N., & Tahmoresnezhad, J. (2019, February). Learning structured representation via reinforcement learning and long-short term memory networks. 1st National Conference of Contemporary Businesses and Smart Data Mining and Digital Image Processing. Kerman, Iran.
 
 
  • Ahmadvand, M., & Tahmoresnezhad, J. (2019, February). Adversarial Training in Recurrent Neural Network. 1st National Conference of Contemporary Businesses and Smart Data Mining and Digital Image Processing. Kerman, Iran.
 
 
  • Zandifar, M., & Tahmoresnezhad, J. (2018, November). Domain Adaptation via Linear Discriminant Analysis and Local Manifold Structure Preservation for Multi-modal data. 2018 3rd National Conference on Computer Engineering, Information Technology and Data Processing. Tehran, Iran.
 
  • Rezaie, S., & Tahmoresnezhad, J. (2018, November). Image Classification via Geometrical and Statistical Knowledge Transfer. 2018 3rd National Conference on Computer Engineering, Information Technology and Data Processing. Tehran, Iran.
 
  • Mardani, M., & Tahmoresnezhad, J. (2017, November). Discriminative Clustering and Conditional Domain Adaptation for Real Image Classification. 2017 1st International Conference on Soft Computing. Guilan, Iran.
 
  • Karimpour, M., & Tahmoresnezhad, J., Aghababa, M. P. (2017, November). Image Classification via Feature Transfer Learning and Instance Adaptation. 2017 1st International Conference on Soft Computing. Guilan, Iran.
 
  • Tahmoresnezhad, J., & Hashemi, S. (2015, May). Common feature extraction in multi-source domains for transfer learning. In 2015 7th Conference on Information and Knowledge Technology (IKT) (pp. 1-5). IEEE. Urmia, Iran.
 
  • Tahmoresnezhad, J., Mohammad Bagher Dastgheyb, Fatemeh Alizadeh Zoj, Elham Pejhan, Raziyeh Moghaddas, and Ali Hamzeh (2013). "An incomplete and asynchronous algorithm based on localization for Distributed Constraint Optimization." In Information and Knowledge Technology (IKT), 2013 5th Conference on, pp. 214-218. IEEE, 2013. Shiraz, Iran.
 
  • Tahmoresnezhad, J., M.H.Sadreddini, ”PTclose: A novel algorithm for generation of closed frequent itemsets from dense and sparse datasets(2007). World Congress on Engineering 2007, London 2-4 July 2007, Volume 1, pp.326-330
 
  • M.Sabeti, M.H.Sadreddini, J.Tahmoresnezhad, "EEG Signal Classification by an Association Rule-based Classifier" (2007). IEEE International Conference on Signal Processing and Communication (ICSPC07), Dubai 24-27 November 2007, Volume 1, pp. 158-161
 
  • Tahmoresnezhad, J., M.H.Sadreddini, ”A new algorithm for generation of closed frequent itemsets”, 1st Annual (International) Conference of the Data Mining, 20th -21th Nov. 2007, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran.
 
  • Tahmoresnezhad, J., P.M.Kashtiban, I.Mirzaee, ”An Integrated FEM and Data Mining Methodology in Sheet Metal Forming Production (2009). Iran's First International Conference on Industrial Automation, 27th -28th Oct. 2009, Sharif University of Technology, Tehran, Iran.
 
  • P.M.Kashtiban, Tahmoresnezhad, J.,  I.Mirzaee, ”Wall thickness optimization of an axisymmetric workpiece using neural network model and genetic algorithm (2009). Iran's First International Conference on Industrial Automation, 27th -28th Oct. 2009, Sharif University of Technology, Tehran, Iran.
 
  • Tahmoresnezhad, J., N. Ezzati, P.Ghorbanzadeh, I.Shadeli "Application of Decision Support System in E-government (2011). Conference of e-government and its challenges in Iran, 30th sep. 2011, Urmia, Iran
 
  • Tahmoresnezhad, J., M. Tajbakhsh, "Research on the network security of a E-commerce system based on logistics information platform" (2012). Conference of Information age, 11th nov. 2012, Tabriz, Iran
 
 
 
 
TEACHING EXPERIENCES
  • Bachelor of Science
  • Data Structures
  • Data Bases
  • Computer Architecture
  • Operating Systems
  • Information Storage and Retrieval
  • Representation Methods
  • English for Computer Engineering and IT
  • Master of Science
  • Pattern Recognition
  • Game Theory
  • Decision Support Systems
  • Information Retrieval
 
 
RESEARCH INTERESTS
  • Transfer Learning and Domain Adaptation
  • Deep Learning and Neural Networks
  • Information Retrieval and Sentiment Analysis
  • Natural Language Processing and Reinforcement Learning

  
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