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Mansour Vali

Associate Professor

Update: 2026-06-18

Mansour Vali

Electrical Engineering / Biomedical Engineering

Journal Paper

  1. "Noncontact Sleep Apnea-Hypopnea Syndrome Detection Using Variational Mode Decomposition-Based Respiratory Signals and Deep Neural Networks"
    Saman Faridsoltani, Zahra Rahmani, Somayyeh Chamaani, Fatemeh Kashaninasab, Mahboobeh Khoozan, Mir Farhad Ghalebandi, Mansour Vali
    IEEE SENSORS JOURNAL, Vol. 26, pp.2359-2372, 2026
  2. "Survival prediction from imbalanced colorectal cancer dataset using hybrid sampling methods and tree-based classifiers"
    Sadegh Soleimani, Mahsa Bahrami, Mansour Vali
    Scientific Reports, Vol. 15, 2025
  3. "Predicting Heart Failure Mortality Using Registry Data: A Novel Data-to-Image Transformation and Ensemble of CNNs"
    Hadi Sabahi, Mansour Vali, Davood shafie
    Vol. 18, pp.110-120, 2024
  4. "In-hospital mortality prediction model of heart failure patients using imbalanced registry data: A machine learning approach"
    Hadi Sabahi, Mansour Vali, Davood Shafie
    SCIENTIA AGRICOLA, pp.1-25, 2023
  5. "Lung sound signal denoising using discrete wavelet transform and artificial neural network"
    Mozhde Firoozi Pouyani , Mansour Vali, Mohammad Amin Ghasemi
    Biomedical Signal Processing and Control, Vol. 72, pp.1-12, 2022
  6. "Noise Reduction of Lung Sounds based on Singular Spectrum Analysis combined with Discrete Cosine Transform"
    Shahrzad Abbasi Baharanchi, Mansour Vali, Mohammadreza Modaresi
    APPLIED ACOUSTICS, Vol. 199, pp.1-17, 2022
  7. "Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception"
    , Mohammad Teshnehlab, amirreza khodadadian, Clemens Heitzinger, Mansour Vali, Nima Noii, Thomas Wick
    SENSORS, Vol. 22, pp.6206-6229, 2022
  8. "Depression detection based on linear and nonlinear speech features in I-vector/SVDA framework"
    Shamim Mobram, Mansour Vali
    COMPUTERS IN BIOLOGY AND MEDICINE, Vol. 149, pp.1-12, 2022
  9. "Infection Detection in Cystic Fibrosis Patients based on Tunable Q-factor Wavelet Transform of Respiratory Sound Signal and Ensemble Decision"
    Arezoo Karimizadeh, Mansour Vali, Mohammadreza Modaresi
    Scientia Iranica, Vol. 29, pp.2014-2018, 2022
  10. "Automatic Personality Recognition and Perception Using Deep Learning and Supervised Evaluation Method"
    Effat Jalaeian Zaferani, Mohammad Teshnehlab, Mansour Vali
    Journal of Applied Research on Industrial Engineering, Vol. 9, pp.197-211, 2022
  11. "Multichannel lung sound analysis to detect severity of lung disease in cystic fibrosis"
    Arezoo Karimizadeh, Mansour Vali, Mohammadreza Modaresi
    Biomedical Signal Processing and Control, Vol. 64, 2021
  12. "Automatic Personality Traits Perception Using Asymmetric Auto-Encoder"
    Effat Jalaeian Zaferani, Mohammad Teshnehlab, Mansour Vali
    IEEE Access, Vol. 9, pp.68595-68608, 2021
  13. "Investigating the Phonatory and Articulatory Features in Diagnosis of Parkinsons Disease Using Optimized Extracted Features by Genetic Algorithm"
    Mohammad Bahador Najafi, Mansour Vali
    Vol. 14, pp.97-107, 2020
  14. "Infection Detection in Cystic Fibrosis Patients by using Frequency information Symmetry in Right and Left Lung and Ensemble Classification"
    Arezoo Karimizadeh, Mansour Vali, Mohammadreza Modarresi
    Vol. 17, pp.59-70, 2020
  15. "Automatic classification of speech dysfluencies in continuous speech based on similarity measures and morphological image processingtools tools"
    Iman esmaeili, Nader jafarnia dabanloo, Mansour Vali
    Biomedical Signal Processing and Control, Vol. 23, pp.104-114, 2016
  16. "An Automatic Prolongation Detection Approach in Continuous Speech With Robustness Against Speaking Rate Variations"
    Iman Esmaili, Nader Jafarnia Dabanloo, Mansour Vali
    Journal of Medical Signals & Sensors, Vol. 7, pp.1-7, 2016
  17. ""
    ehsan Akafi, Mansour Vali, ,
    2013
  18. ""
    Hojat mohammadnejad, Mansour Vali
    Vol. 17, pp.35-48, 2013
  19. "Bandwidth Extension of Narrowband Speech in Log Spectra Domain Using Neural Network"
    sara pourmohammadi, Mansour Vali, mohsen ghadyani
    Turkish Journal of Electrical Engineering and Computer Sciences, 2013
  20. ""
    sara pourmohammadi, Mansour Vali, Mohsen Ghadiani
    Vol. 11, pp.35-42, 2013
  21. "Assessment of Hypernasality for Children with Cleft Palate Based on Cepstrum Analysis"
    Ehsan Akafi, Mansour Vali, Negin Moradi, Kowsar Baghban
    Journal of Medical Signals & Sensors, Vol. 3, pp.209-216, 2013

Conference Paper

  1. "2025 29th International Computer Conference, Computer Society of Iran (CSICC)"
    Maryam Khodamoradi, Mansour Vali, Hossein Kazemizadeh, Kian Esmailian
    Multi-channel Lung Sound Analysis for COPD Diagnosis Using Statistical Test and Artificial Neural Network, 2025
  2. "2nd International Conference on Artificial Intelligence and Software Engineering AI-SOFT 2024 AI-SOFT"
    Mahsa Bahrami, Mansour Vali
    EMCTNet: EGFR Mutation Detection from CT Images in NSCLC Patients Using EfficientNet Model, 2024
  3. "The 30th National and 8th International Iranian Conference on Biomedical Engineering"
    Hanif Kia, Mansour Vali, Hadi Sabahi
    Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets, 2023
  4. "The 30th National and 8th International Iranian Conference on Biomedical Engineering"
    Mahsa Bahrami, Mansour Vali, Hanif Kia
    Breast Cancer Detection from Imbalanced Clinical Data: A Comparative Study of Sampling Methods, 2023
  5. "The 30th National and 8th International Iranian Conference on Biomedical Engineering"
    Mehdi Hosseinabadi, Mansour Vali
    heart sound reduction from lung sound using ANN combined with DWT and EMD, 2023
  6. "28 th national and 6th international conference on biomedical engineering"
    Mahsa Bahrami, Mansour Vali
    Wise Feature Selection for Breast Cancer Detection from a Clinical Dataset, 2021
  7. "26th International Computer Conference, Computer Society of Iran Tehran"
    Effat Jalaeian Zaferani, Mohammad Teshnehlab, Mansour Vali
    Automatic Personality Perception Using Autoencoder And Hierarchical Fuzzy Classification, 2021
  8. "25th national and 3rd international Iranian conference on biomedical engineering"
    Shamim Mobram, Mansour Vali
    شناسايي افسردگي با استفاده از ويژگي هاي خطي و غيرخطي گفتار در فضاي بردار هويت, 2018
  9. "2017 Artificial Intelligence and Signal Processing Conference (AISP)"
    Babak Basiri, Mansour Vali, Shahram Agah
    Classification of normal and dysphagia in patients with GERD using swallowing sound analysis, 2017
  10. "The 25th Iranian conference on Electrical Engineering(ICEE2017)"
    Mohsen Fallahnezhad, Mansour Vali, mehdi khalili
    Automatic Personality Recognition from reading text speech, 2017
  11. "23rd Iranian Conference on Biomedical Engineering (ICBME2016)"
    Milad Amani Arjestan, Mansour Vali, Farhad Faraji
    Brain Computer Interface Design and Implementation to Identify Overt and Covert Speech Signal, 2016
  12. "23rd Iranian Conference on Biomedical Engineering (ICBME2016)"
    Milad Amani Arjestan, Mansour Vali, Farhad Faraji
    Brain Computer Interface Design and Implementation to Identify Overt and Covert Speech, 2016
  13. "6th International Conference on Computer and Knowledge Engineering (ICCKE2016)"
    Atefeh Mirzaei, Mansour Vali
    Detection of hypernasality from speech signal using group delay and wavelet transform, 2016
  14. "1st International Conference on New Research Achievements in Electrical and Computer Engineering"
    Salar Shakibhamedan, Seyedkooshan Hashemifard, Farhad Faraji, Mansour Vali
    Persian Musical Instrument Recognition System, 2016
  15. "3rd International Conference on Acoustics and Vibration ISAV2013"
    Masoud Farahee, Mansour Vali,
    Cry Signal Analysis to Distinguish Deaf Infants from Normal Ones, 2013