منو
سایه میرزایی

استادیار

تاریخ به‌روزرسانی: 1403/02/21

سایه میرزایی

دانشکدگان ‌فنی / دانشکده علوم مهندسی

مقالات علمی چاپ شده در مجلات

  1. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction"
    Sayeh Mirzaei, Ali Moeini, shahrzad Oveisi
    International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 4, No 2, 0036
  2. "A novel framework for under-determined blind source separation based on adaptive source counting using mixed linear and circular data clustering algorithm for low latency applications"
    Sayeh Mirzaei, Yaser Norouzi, Mahdi Khademi
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 83, No 15, 0029
  3. "ADHD detection using dynamic connectivity patterns of EEG data and ConvLSTM with attention framework"
    Sayeh Mirzaei, Mohammad Reza Bakhtiari
    Biomedical Signal Processing and Control, Vol. 76, No 2, 0023
  4. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification"
    Sayeh Mirzaei, Saeideh Davoodi
    The CSI Journal on Computer Science and Engineeringn, Vol. 18, No 1, 0023
  5. "A survey of aspect-based sentiment analysis classification with a focus on graph neural network methods"
    Sayeh Mirzaei, Akram Karimi Zarandi
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 83, No 1, 0019
  6. "Acoustic scene classification with multi-temporal complex modulation spectrogram features and a convolutional LSTM network"
    Iman Khani, Sayeh Mirzaei
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 81, No 29, 0017
  7. "Unmanned aerial vehicle field sampling and antenna pattern reconstruction using Bayesian compressed sensing"
    علیرضا قلی پور, Sayeh Mirzaei
    AUT Journal of electrical Engineering, Vol. 50, No 1, 0016
  8. "Hyperspectral image classification using K-plane clustering and kernel principal component analysis"
    Sayeh Mirzaei
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 82, No 29, 0015
  9. "Hyperspectral image classification using non-negative tensor factorization and multinomial logistic regression"
    Sayeh Mirzaei
    Journal of Applied Remote Sensing, Vol. 13, No 2, 0013
  10. "Performance Analysis Of Mono-bit Digital Instantaneous Frequency Measurement (Difm) Device"
    Sayeh Mirzaei, Reza Shahbazi, Parviz Norouzi
    AUT Journal of electrical Engineering, Vol. 49, No 2, pp.131-140, 0013
  11. "Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations"
    Sayeh Mirzaei, omid Reisi-Gahrouei, Masoud Mahdianpari, Abdolreza Safari, Saied Homayouni, Hazhir Bahrami
    Agronomy-Basel, Vol. 11, No 7, 0009
  12. "Software reliability prediction: A survey"
    Sayeh Mirzaei, Mohammad Ali Farsi, Ali Moeini, shahrzad Oveisi
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. 38, No 9, pp.1-42, 0008
  13. "Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework"
    Yaser Norouzi, Hugo Van hamme, Sayeh Mirzaei
    SIGNAL PROCESSING, Vol. 115, No 2015, pp.27-37, 0007
  14. "Two-stage blind audio source counting and separation of stereo instantaneous mixtures using Bayesian tensor factorisation"
    Hugo Van hamme, Yaser Norouzi, Sayeh Mirzaei
    IET Signal Processing, Vol. 9, No 8, pp.587-595, 0007
  15. "EEG motor imagery classification using dynamic connectivity patterns and convolutional autoencoder"
    Parisa Qasemi, Sayeh Mirzaei
    Biomedical Signal Processing and Control, Vol. 68, No 7, 0007
  16. "Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization"
    Yaser Norouzi, Hugo Van hamme, Sayeh Mirzaei
    SPEECH COMMUNICATION, Vol. 81, pp.129-137, 0007
  17. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction"
    Sayeh Mirzaei, Ali Moeini, shahrzad Oveisi
    International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 4, No 2, 0006
  18. "Hyperspectral image classification using non-negative tensor factorization and 3D convolutional neural networks"
    Shima Khosravani, Hugo Van hamme, Sayeh Mirzaei
    SIGNAL PROCESSING-IMAGE COMMUNICATION, Vol. 19, No 1, 0006
  19. "High resolution sub-band decomposition underdetermined blind signal separation using virtual sensor based ICA method for low latency applications"
    Yaser Norouzi, Sayeh Mirzaei, Mahdi Khademi
    DIGITAL SIGNAL PROCESSING, Vol. 113, No 6, 0006
  20. "Overlapping Brain Community Detection Using Bayesian Tensor Decomposition"
    Hamid Soltanian Zadeh, Sayeh Mirzaei
    JOURNAL OF NEUROSCIENCE METHODS, Vol. 1, No 1, 0006
  21. "طبقه بندی تصاویر فراطیفی با استفاده از تجزیه تنسور زیرباند و شبکه عصبی پیچشی"
    جواد حق شناس، سایه میرزایی
    مجله ماشین بینایی و پردازش تصویر، نسخه 6، شماره 2، -601

مقالات علمی ارائه شده در همایش‌ها

  1. "Perturbed Masking for aspect-based sentiment analysis"
    Sayeh Mirzaei, [] []
    10th International Conference on Artificial Intelligence and Robotics-QICAR2024, 2024
  2. "Aspect-base Sentiment Analysis with Dual Contrastive Learning"
    Hamed Talebi, Sayeh Mirzaei, Akram Karimi Zarand
    International Conference on Web Research, 2023
  3. "Product Recommender System Using Hypergraph Neural Networks"
    Sayeh Mirzaei, Fateme Saghafi, Ali Fahim
    International Conference on Web Research, 2023
  4. "Evaluating Various Feature Extraction Methods and Classification Algorithms for Music Genres Classification"
    Sayeh Mirzaei, Mohammad Reza Bakhtiari, Saeed Davoodi
    27th International Computer Conference, Computer Society of Iran, 2022
  5. "Combination of ConvLSTM and Attention mechanism to diagnose ADHD based on EEG signals"
    Sayeh Mirzaei, Hadi Amiri, Mohammad Reza Bakhtiari
    The 7th International Conference on Signal Processing and Intelligent Systems (ICSPIS 2021), 2021
  6. "Acoustic Scene Classification with Modulation Spectrogram Features and a Convolutional Recurrent Network"
    Saeideh Davoodi, Sayeh Mirzaei
    11th International Conference on Acoustics and Vibration, 2021
  7. "Detection of ADHD Disorder Using Dynamic Connectivity Tensors in Bidirectional Circular Reservoir Computing"
    Sayeh Mirzaei, Mohammad Reza Bakhtiari
    6th International Iranian conference on Biomedical Engineering, 2021
  8. "Detection of Crotical Demantia in MRI Images Using Convolutional Autoencoder Neural Network"
    Sayeh Mirzaei, Hedieh Sajedi, Tayeb Mahmoodi ramchahi, Seyed Morteza Amini
    2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2021
  9. "Click-Through Rate Prediction Using Feature Engineered Boosting Algorithms"
    Sayeh Mirzaei, Mohammad Reza Bakhtiari
    26th International Computer Conference, Computer Society of Iran, 2021
  10. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification"
    Sayeh Mirzaei, Saeideh Davoodi
    26th International Computer Conference, Computer Society of Iran, 2021
  11. "Fast Prediction of Cortical Dementia Based on Original Brain MRI images Using Convolutional Neural Network"
    Sayeh Mirzaei, Tayeb Mahmoudi, Hedieh Sajedi, Seyed Morteza Amini
    International Conference on Machine Vision and Image Processing (MVIP), 2020
  12. "Hyperspectral Image Classification using Band-Group Non-negative Tensor Factorization"
    Sayeh Mirzaei
    2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), 2018
  13. "Who's speaking?: Audio-supervised classification of active speakers in video"
    Sayeh Mirzaei
    Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, 2015
  14. "Blind Speech Source Localization, Counting and Separation for 2-channel Convolutive Mixtures in a Reverberant Environment"
    Sayeh Mirzaei
    Fifteenth Annual Conference of the International Speech Communication Association, 2014
  15. "Blind audio source separation of stereo mixtures using bayesian non-negative matrix factorization"
    Sayeh Mirzaei
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, 2014
  16. "Bayesian non-parametric matrix factorization for discovering words in spoken utterances"
    Sayeh Mirzaei
    Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on, 2013
  17. "Model order estimation using bayesian nmf for discovering phone patterns in spoken utterances"
    Sayeh Mirzaei
    Proceedings Interspeech 2013, 2013
  18. "IF band width optimization of envelope detection system in presence of phase noise"
    Sayeh Mirzaei
    IET International Radar Conference 2009, 2009
  19. "Adaptive antenna array for IEEE802. 16e base station in the presence of multipath and interference and considering mutual coupling effects"
    Sayeh Mirzaei
    International Conference on Microwave and Millimeter Wave Technology, 2008. ICMMT 2008, 2008