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Mehdi Teimouri

Associate Professor

Update: 2025-02-20

Mehdi Teimouri

College of Interdisciplinary Science and Technologies / علوم و فناوري داده

Journal Paper

  1. "ITC-MNP: a diverse dataset for image file fragment classification"
    Behnam Tavassoli, Zhino Naghshbandi, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 17, 2024
  2. "ITC-Net-blend-60: a comprehensive dataset for robust network traffic classification in diverse environments"
    Marziyeh Bayat, Javad Garshasbi, Mozhgan Mehdizadeh, Neda Nozari, Abolghasem Rezaei Khesal, Maryam Dokhaei, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 17, No 1, pp.1-12, 2024
  3. "ITC-net-audio-5: an audio streaming dataset for application identification in network traffic classification"
    Mohammad Nikbakht, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 17, No 1, 2024
  4. "CNNPRE: A CNN-Based Protocol Reverse Engineering Method"
    Javad Garshasbi, Mehdi Teimouri
    IEEE Access, Vol. 11, No 11, pp.116255-116268, 2023
  5. "Dataset for classifying and estimating the position, orientation, and dimensions of a list of primitive objects"
    Alireza Makki, Alireza Hadi Hosseinabadi, Bahram Tarvirdizadeh, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 15, No 1, 2022
  6. "Blind reconstruction of punctured convolutional codes"
    Mehdi Teimouri
    PHYSICAL COMMUNICATION, Vol. 47, No 1, 2021
  7. "Distinguishing Adenocarcinomas from Granulomas in the CT scan of the chest: performance degradation evaluation in the automatic segmentation framework"
    Mahsa Bank Tavakoli, Mahdi Orooji, Mehdi Teimouri, Ramita Shahabifar
    BMC RESEARCH NOTES, Vol. 14, No 1, pp.1-5, 2021
  8. "Classification of audio codecs with variable bit-rates using deep-learning methods"
    Atieh Khodadadi, Soheila Molaei, Mehdi Teimouri, Hadi Zare
    DIGITAL SIGNAL PROCESSING, Vol. 110, No 102952, 2021
  9. "Fragments‐Expert: A graphical user interface MATLAB toolbox for classification of file fragments"
    Mehdi Teimouri, Zahra Seyedghorban, Fatemeh Amirjani
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, Vol. 2020, pp.1-27, 2020
  10. "Roadside acoustic sensors to support vulnerable pedestrians via their smartphones"
    Mehdi Ghatee, Masoomeh Khalili, Mehdi Teimouri, Mohammad Mahdi Bejani
    AUT Journal of Mathematics and Computing, Vol. 1, No 2, pp.135-143, 2020
  11. "Segmentation of the pulmonary nodule and the attached vessels in the CT scan of the chest using morphological features and topological skeleton of the nodule"
    Mahsa Bank Tavakoli, Mahdi Orooji, Mehdi Teimouri, Ramita Shahabifar
    IET Image Processing, Vol. 14, No 8, pp.1520-1528, 2020
  12. "Dataset for file fragment classification of video file formats"
    Narges Sadeghi, Mohadeseh Fahiminia, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 13, No 1, pp.1-3, 2020
  13. "Dataset for file fragment classification of textual file formats"
    Fatemeh Mansouri Hanis, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 12, No 1, 2019
  14. "Dataset for file fragment classification of audio file formats"
    Atieh Khodadadi, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 12, No 1, 2019
  15. "Dataset for file fragment classification of image file formats"
    Reyhane Fakouri, Mehdi Teimouri
    BMC RESEARCH NOTES, Vol. 12, No 1, 2019
  16. "Non-cooperative burst detection and synchronisation in downlink TDMA-based wireless communication networks"
    Maryam Zebarjadi, Mehdi Teimouri
    IET Communications, Vol. 13, No 7, pp.863-872, 2019
  17. "Cost-Sensitive Neural Network for Optimizing Medical Expenditures of Populations"
    Kiarash Zahirinia, Mehdi Teimouri
    International Journal of Artificial Intelligence, Vol. 16, No 2, pp.78-105, 2018
  18. "Estimating the number of users in TDMA networks based on redundancy of adaptive channel coding"
    Mehdi Teimouri, Seyed Morteza Ahmadiyan
    DIGITAL SIGNAL PROCESSING, Vol. 74, No 1, pp.1-12, 2017
  19. "A local immunization strategy for networks with overlapping community structure"
    Fatemeh Taghavian, Mostafa Salehi, Mehdi Teimouri
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, Vol. 467, No 1, pp.148-156, 2017
  20. "Classification of X-Ray Images of Shipping Containers"
    Majid Abdolshah, Mehdi Teimouri, Rohallah Rahmani
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 77, No 1, 2017
  21. "Detecting Diseases in Medical Prescriptions Using Data Mining Tools and Combining Techniques"
    Mehdi Teimouri, Farshad Farzadfar, Mahsa Soudi Alamdari, Amir Hashemi-meshkini, Parisa Adibi Alamdari, Ehsan Rezaei-darzi, Mehdi Varmaghani, Aysan Zeynalabedini
    Iranian Journal of Pharmaceutical Research, Vol. 15, No 2, pp.113-123, 2016
  22. "A novel hybrid method for improving ambulance dispatching response time through a simulation study"
    Mahdi Zarkesh Zade, Hadi Zare, Zainabolhoda Heshmati Rafsanjani, Mehdi Teimouri
    SIMULATION MODELLING PRACTICE AND THEORY, Vol. 60, No 1, pp.170-184, 2015
  23. "Comparison of various classification algorithms in the diagnosis of type 2 diabetes in Iran"
    Mahmoud Heydari, Mehdi Teimouri, Zainabolhoda Heshmati Rafsanjani, Seyed Mohammad Alavinia
    International Journal of Diabetes in Developing Countries, Vol. First Online, pp.1-7, 2015
  24. "Parameter Estimation of Turbo Code Encoder"
    Mehdi Teimouri, Ahmadreza Hedayat
    Advances in Electrical Engineering, Vol. 2014, No 1, pp.1-6, 2014
  25. "Concatenated coded modulation techniques and orthogonal space-time block codes in the presence of fading channel estimation errors"
    Mehdi Teimouri, Naser Rezaei, احمدرضا هدایت
    IET Communications, Vol. 4, No 2, 2010
  26. "Error Probability Bounds of Concatenated Channel Codes and Differential Space-Time Block Codes"
    Mehdi Teimouri, Naser Rezaei, Ahmad Reza Hedayat
    IEEE SIGNAL PROCESSING LETTERS, Vol. 16, No 8, pp.663-666, 2009
  27. "Concatenated bit-interleaved coded modulation and orthogonal space-time block codes over fading channels"
    Mehdi Teimouri, Hedayat A , Mohsen Shiva
    IET Communications, Vol. 3, No 8, 2009
  28. "Concatenated space-time block coding with trellis coded modulation over fading channels in the absence of channel state information"
    Mehdi Teimouri, Mohsen Shiva
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, Vol. 7, No 12, pp.4854-4858, 2008
  29. "Rate allocation for serial concatenated convolutional codes"
    Mehdi Teimouri, Naser Rezaei
    IET Communications, Vol. 1, No 1, 2007
  30. "Prediction of Plaintext in GSM Network using SDCCH Logical Channel"
    Mehdi Teimouri
    padafand, Vol. 9, No 3, pp.39-47, 2021
  31. "Prediction of Plaintext in GSM Network Using SACCH Logical Channel"
    Mehdi Teimouri
    nowin, Vol. 12, No 2, pp.197-204, 2021
  32. "Blind Identification of Communications Networks in Service Layer"
    Mehdi Teimouri, Hamid Reza Kakaei Motlagh, Javad Garshasbi
    Passive Defense Quarterly, Vol. 10, No 4, pp.91-101, 2020
  33. "Blind Synchronization of TDMA Bursts in Non-Cooperative Environment"
    Maryam Zebarjadi, Mehdi Teimouri
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 49, No 1, 2019
  34. "Classification of Image Codecs in Telecommunication Networks"
    Nafiseh Hoseini, Mehdi Teimouri
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 49, No 1, 2019
  35. "Classification of Audio Codecs in Telecommunication Networks"
    Farzaneh Jafari, Mehdi Teimouri
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 49, No 1, pp.1-13, 2019
  36. "Blind Classification of Space-Time Codes Using Machine Learning"
    Mehdi Teimouri, Masoud Rezaei
    nowin, Vol. 10, No 1, pp.1-10, 2018
  37. "Blind Estimation of Number of Users in TDMA Networks Using Redundancy of Adaptive Channel Coding"
    Seyed Morteza Ahmadiyan, Mehdi Teimouri
    padafand, Vol. 6, No 2, pp.11-20, 2018
  38. "Blind Detection of Burst Signals in Non-Cooperative Environment"
    Maryam Zebarjadi, Mehdi Teimouri
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 47, No 4, pp.1466-1477, 2018
  39. "Blind Recognition of BCH Product Codes"
    Mehdi Teimouri, Hamid Reza Kakaei Motlagh, Morteza Hadadi
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 47, No 1, pp.49-54, 2017
  40. "Detection of Link 16 Signal"
    Mehdi Teimouri
    TABRIZ JOURNAL OF ELECTRICAL ENGINEERING, Vol. 46, No 4, pp.84-87, 2016
  41. "Comparison of Various Machine Learning Methods in Diagnosis of Hypertension in Diabetics with/without Consideration of Costs"
    Mehdi Teimouri, Elham Ebrahimi, Seyed Mohammad Alavinia
    Iranian Journal of Epidemiology, Vol. 11, No 4, pp.46-54, 2016
  42. "Blind Symbol Duration Estimation of Digitally Modulated Signals in the Presence of Carrier Frequency Offset"
    Mehdi Teimouri
    nowin, Vol. 6, No 1, pp.1-7, 2015
  43. "An Optimized Ambulance Dispatching Method Based on complex Networks and Artificial Intelligence"
    Mahdi Zarkesh Zade, Zainabolhoda Heshmati Rafsanjani, Hadi Zare, Mehdi Teimouri
    Iran Information and Communication Technology, Vol. 7, No 23, pp.63-78, 2015

Conference Paper

  1. "The Effect of Network Environment on Traffic Classification"
    Abolghasem Rezaei Khesal, Mehdi Teimouri
    2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), 2022
  2. "On the use of BERT for Intent Classification and Slot filling for Customer Support Dialogue System in the Persian Language"
    Mahshid Ganjeh, Hadi Veisi, Mehdi Teimouri
    6th National Computational Linguistics Conference, 2022
  3. "POPDNet: Primitive Object Pose Detection Network Based on Voxel Data with Three Cartesian Channels"
    Alireza Makki, Alireza Hadi Hosseinabadi, Bahram Tarvirdizadeh, Mehdi Teimouri
    the Seventh Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS) 2021., 2021
  4. "Trigger Collecting Grasping Dataset Based on a Grasping Pose Detection Method for a Dedicated Dexterous Gripper"
    Alireza Makki, Alireza Hadi Hosseinabadi, Bahram Tarvirdizadeh, Mehdi Teimouri
    The RSI 10th International Conference on Robotics and Mechatronics, 2021
  5. "Anomaly Detection in File Fragment Classification of Image File Formats"
    Zahra Seyedghorban, Mehdi Teimouri
    2021 10th International Conference on Computer and Knowledge Engineering (ICCKE), 2021
  6. "A Language-Independent Approach to Classification of Textual File Fragments: Case Study of Persian, English, and Chinese Languages"
    Fatemeh Mansouri Hanis, Hamidreza Khoshvaghti, Mehdi Teimouri, Hadi Veisi
    2021 10th International Conference on Computer and Knowledge Engineering (ICCKE), 2021
  7. "Classification of Audio Codecs with Variable Bit- Rates"
    Atieh Khodadadi, Mehdi Teimouri
    2020 10th International Conference on Computer and Knowledge Engineering (ICCKE), 2020
  8. "Evaluating the Effect of Compression Settings in the Classification of Image File Formats"
    Zahra Seyedghorban, Mehdi Teimouri
    2020 10th International Conference on Computer and Knowledge Engineering (ICCKE), 2020
  9. "Deep Learning approach for text, image, and GIF multimodal sentiment analysis"
    Amirhossein Shirzad, Hadi Zare, Mehdi Teimouri
    10th International Conference on Computer and Knowledge Engineering (ICCKE2020), 2020
  10. "Diagnosis of type 2 diabetes using cost-sensitive learning"
    Kiarash Zahirnia, Mehdi Teimouri, Rohallah Rahmani, Amin Salaq
    5th International Conference on Computer and Knowledge Engineering (ICCKE), 2015
  11. "Optimization of budgeting type 2 diabetes through modeling disease burden"
    Mehdi Teimouri, Donya Rooein, Morteza Ebrahimi
    5th International Conference on Computer and Knowledge Engineering (ICCKE), 2015
  12. "Disease Detection in Medical Prescriptions Using Data Mining Tools"
    Mahsa Soudi Alamdari, Mehdi Teimouri, Farshad Farzadfar, Amir Hashemi Meshkini
    4th International Conference on Computer and Knowledge Engineering (ICCKE 2014), 2014
  13. "Analysis and Design of AQM Controllers for GPRS Uplink Traffic"
    راحیل زرگری نژاد, Mohammad Taghi Hamidi Beheshti, Mehdi Teimouri
    Conference on Control, Instrumentation and Automation, 2010
  14. "Fluid Modeling for GPRS Uplink Traffic"
    راحیل زرگری نژاد, محمد تقی حمیدی بهشتی, Mehdi Teimouri
    41st Southeastern Symposium on System Theory, 2009
  15. "Implementation of Software Radio Based on PC and FPGA"
    میثم رخشانفر, Mehdi Teimouri, ذبیح اله حسن شاهی
    4th IEEE International Conference on Circuits and Systems for Communications, 2008
  16. "An Efficient Denoising-Method for Color Images"
    Mehdi Teimouri, Ehsan Vahedi, Ali Reza Nasiri Avanaki, Zabihollah Hassanshahi
    20th International Symposium on Signal Processing and its Applications, 2007
  17. "Danger Detection for Vulnerable People by a Combination of Acoustic Sensors and Smartphone"
    Masoomeh Khalili, Mehdi Ghatee, Mehdi Teimouri
    The 16th International Conference on Traffic and Transportation Engineering, 2017
  18. "Segmentation and Detection of Breast Masses in Mammograms"
    Fahime Riahi, Hadi Veisi, Mehdi Teimouri
    21th National CSI Computer Conference, 2016
  19. "A Hybrid Method for Reduction of Response Time in Ambulance Dispatch"
    Mahdi Zarkesh Zade, Zainabolhoda Heshmati Rafsanjani, Hadi Zare, Mehdi Teimouri
    19th National CSI Computer Conference, 2014
  20. "Prediction of Liver Disorder with Combined Artificial Neural Network and Genetic Algorithm"
    Mahmood Heidari, Mehdi Teimouri
    8th Symposium on Advances in Science & Technology, 2013
  21. "Design and Implementation of Digital Receiver for Analysis and Recognition of Tactical Air Navigation Signals"
    Ali Asghar Ghaemi, Mehdi Teimouri
    The Sixth National Conference on Electronic Warfare, 2013
  22. "Evaluation of Data Mining Classification Techniques for Liver Disorder"
    Mehdi Teimouri, Mahmood Heydari
    The sixth Iran Data Mining Conference, 2012