Neda Faraji Yamchelo (Faculty Member)

Journal Paper

1. "An efficient video-based rainfall intensity estimation employing different recurrent neural network models"
   Farshid Rajabi, Neda Faraji Yamchelo, Masoumeh Hashemi
   Earth Science Informatics, Vol. 17, pp.2367-2380, 2024
2. "Altitude and density optimization over UAV-enabled massive IoT wireless communications"
   Maryam Shabani, Neda Faraji Yamchelo, Mina Baghani
   Transactions on Emerging Telecommunications Technologies, Vol. 33, pp.1-17, 2022
3. "Minimum mean square error estimator for speech enhancement in additive noise assuming Weibull speech priors and speech presence uncertainty"
   Mojtaba Bahrami, Neda Faraji Yamchelo
   International Journal of Speech Technology, Vol. 24, pp.97-108, 2021
4. "A hybrid algorithm based on particle filter and genetic algorithm for target tracking"
   Somayyeh Sadegh Moghaddasi, Neda Faraji Yamchelo
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 147, pp.1-12, 2020
5. "An Efficient Target Tracking Algorithm Based on Particle Filter and Genetic Algorithm"
   Somayyeh Sadegh Moghadasi, Neda Faraji Yamchelo
   International Journal of Engineering, Vol. 32, pp.915-923, 2019
6. "MMSE and MAP estimators for speech enhancement in additive noise assuming a t-location-scale clean speech prior"
   Neda Faraji Yamchelo, Akram Kohansal
   IET Signal Processing, Vol. 12, pp.532-543, 2018
7. "Designing efficient discriminant functions for multi-category classification using evolutionary methods"
   Abolfazl Soltani, Seyed Mohammad Ahadi, Neda Faraji Yamchelo,
   NEUROCOMPUTING, Vol. 173, pp.1885-1897, 2016
8. ""
   Marziye Mahmoudifar, Neda Faraji Yamchelo
   Vol. 10, pp.1-14, 2024
9. ""
   Fatemeh Maadi, Neda Faraji Yamchelo,
   Vol. 8, pp.27-43, 2021
10. "Single-channel Speech Enhancement using the Combination of Exponential Deterministic Model and t Location-scale Stochastic Model"
    Zahra Amini, Neda Faraji Yamchelo
    Vol. 11, pp.63-79, 2020
11. ""
    Akram Kohansal, Ramin Kazemi, Neda Faraji Yamchelo
    Vol. 10, pp.60-74, 2020

Conference Paper

1. "An intelligent method for detecting weather conditions using deep learning on a combined dataset"
   Farshid Rajabi, Neda Faraji Yamchelo, Masoumeh Hashemi Tameh
   8th Iranian Conference on Signal Processing and Intelligent Systems, pp.1-5, 2022
2. "Instantaneous Blind Audio Source Separation Using Characteristic Function of Heavy-Tailed Distributions"
   Kamran Ragabi, Neda Faraji Yamchelo
   2022 30th International Conference on Electrical Engineering (ICEE) - 01220-26721, pp.1-5, 2022
3. "A Robust Glaucoma Screening Method for Fundus Images Using Deep Learning Technique"
   Fatemeh Maadi, Neda Faraji Yamchelo,
   5th International Iranian Conference on Biomedical Engineering, 2020
4. "A Novel Phase-Domain Speech Watermarking Method Using Perceptual Orthogonal Matching Pursuit"
   Nasrin Montazeri, Neda Faraji Yamchelo,
   Fifth Iranian Conference on Signal Processing and Intelligent Systems, 2019
5. "A Novel Phase Domain Speech Watermarking Method using Perceptual Orthogonal Matching Pursuit"
   Nasrin Montazeri, Neda Faraji Yamchelo,
   5th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), pp.1-5, 2019
6. ""
   Fateme Tajik, Neda Faraji Yamchelo
   , pp.1-6, 2019
7. "An Efficient Voice Activity Detector in Non-Stationary Noises Incorporating Evidence Theory to Combine Multiple Statistical Models"
   Mohammad amin Navakpour, Neda Faraji Yamchelo
   , pp.1-6, 2017
8. "Speech Enhancement By Minimum Mean-Square Error Spectral Amplitude Estimation Assuming Weibull Speech Priors"
   Mojtaba Bahrami, Neda Faraji Yamchelo
   2017 Artificial Intelligence and Signal Processing (AISP), 2017
9. "SPARSE REPRESENTATION OF HUMAN AUDITORY SYSTEM"
   Mohammad Edalatian, Neda Faraji Yamchelo
   Global Conference on Signal and Information Processing, 2016
10. "Reverberation Time Estimation based on a Model for the Power Spectral Density of Reverberant Speech"
    Neda Faraji Yamchelo, Seyed Mohammad Ahadi, Hamid Sheikhzadeh
    EUSIPCO 2016 2016 24th European Signal Processing Conference (EUSIPCO), pp.1453-1457, 2016
11. "Improved subspace-based speech enhancement using a novel updating approach for noise correlation matrix"
    Neda Faraji Yamchelo,
    2015 Signal Processing and Intelligent Systems Conference (SPIS), No 2 , pp.1-5, 2015
12. "A Novel Speech Intelligibility Improvement Method Using Maximizing Mutual Information Measure"
    Neda Faraji Yamchelo
    Euronoise 2015, pp.1-5, 2015
13. "Emotion Classification via Modified Gaussian Mixture Model"
    Neda Faraji Yamchelo
    Seventh International Symposium on Telecommunications, 2014
14. ""
    Marzieh Sadat Mirrafiee, Neda Faraji Yamchelo, Ghorbani Ayaz
    , pp.1-8, 2023
15. ""
    Feryal Soltani, Neda Faraji Yamchelo, Ali Khadem
    3rd international conference on electrical engineering, 2018