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Sayeh Mirzaei

Assistant Professor

Update: 2024-12-04

Sayeh Mirzaei

College of Engineering / Engineering Science

Journal Paper

  1. "Enhancing aspect-based sentiment analysis through graph attention networks and supervised contrastive learning"
    Akram Karimi Zarandi, Sayeh Mirzaei
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. -, 2024
  2. "Software reliability prediction: A machine learning and approximation Bayesian inference approach"
    shahrzad Oveisi, Ali Moeini, Sayeh Mirzaei, Mohammad Ali Farsi
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, Vol. -, 2024
  3. "EEG Motor imagery classification based on a ConvLSTM Autoencoder framework augmented by attention BiLSTM"
    Sayeh Mirzaei, Parisa Ghasemi, Mohammad Reza Bakhtiari
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. -, 2024
  4. "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"
    Mahdi Khademi, Sayeh Mirzaei, Yaser Norouzi
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 83, No 15, 2024
  5. "A survey of aspect-based sentiment analysis classification with a focus on graph neural network methods"
    Akram Karimi Zarandi, Sayeh Mirzaei
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 83, No 1, 2023
  6. "Hyperspectral image classification using K-plane clustering and kernel principal component analysis"
    Sayeh Mirzaei
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 82, No 29, 2023
  7. "Acoustic scene classification with multi-temporal complex modulation spectrogram features and a convolutional LSTM network"
    Sayeh Mirzaei, Iman Khani
    MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 81, No 29, 2022
  8. "ADHD detection using dynamic connectivity patterns of EEG data and ConvLSTM with attention framework"
    Mohammad Reza Bakhtiari, Sayeh Mirzaei
    Biomedical Signal Processing and Control, Vol. 76, No 2, 2022
  9. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification"
    Saeideh Davoodi, Sayeh Mirzaei
    The CSI Journal on Computer Science and Engineeringn, Vol. 18, No 1, 2022
  10. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction"
    shahrzad Oveisi, Ali Moeini, Sayeh Mirzaei
    International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 4, No 2, 2021
  11. "Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations"
    Hazhir Bahrami, Saied Homayouni, Abdolreza Safari, Sayeh Mirzaei, Masoud Mahdianpari, omid Reisi-Gahrouei
    Agronomy-Basel, Vol. 11, No 7, 2021
  12. "EEG motor imagery classification using dynamic connectivity patterns and convolutional autoencoder"
    Sayeh Mirzaei, Parisa Qasemi
    Biomedical Signal Processing and Control, Vol. 68, No 7, 2021
  13. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction"
    shahrzad Oveisi, Ali Moeini, Sayeh Mirzaei
    International Journal of Reliability, Risk and Safety: Theory and Application, Vol. 4, No 2, 2021
  14. "High resolution sub-band decomposition underdetermined blind signal separation using virtual sensor based ICA method for low latency applications"
    Mahdi Khademi, Sayeh Mirzaei, Yaser Norouzi
    DIGITAL SIGNAL PROCESSING, Vol. 113, No 6, 2021
  15. "Hyperspectral image classification using non-negative tensor factorization and 3D convolutional neural networks"
    Sayeh Mirzaei, Hugo Van hamme, Shima Khosravani
    SIGNAL PROCESSING-IMAGE COMMUNICATION, Vol. 76, pp.178-185, 2019
  16. "Unmanned aerial vehicle field sampling and antenna pattern reconstruction using Bayesian compressed sensing"
    Sayeh Mirzaei, Alireza Gholipour
    AUT Journal of electrical Engineering, Vol. 51, No 1, 2019
  17. "Overlapping Brain Community Detection Using Bayesian Tensor Decomposition"
    Sayeh Mirzaei, Hamid Soltanian Zadeh
    JOURNAL OF NEUROSCIENCE METHODS, Vol. 318, pp.47-55, 2019
  18. "Hyperspectral image classification using non-negative tensor factorization and multinomial logistic regression"
    Sayeh Mirzaei
    Journal of Applied Remote Sensing, Vol. 13, No 2, 2019
  19. "Performance Analysis Of Mono-bit Digital Instantaneous Frequency Measurement (Difm) Device"
    Parviz Norouzi, Reza Shahbazi, Sayeh Mirzaei
    AUT Journal of electrical Engineering, Vol. 49, No 2, pp.131-140, 2018
  20. "Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization"
    Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi
    SPEECH COMMUNICATION, Vol. 81, pp.129-137, 2016
  21. "Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework"
    Sayeh Mirzaei, Hugo Van hamme, Yaser Norouzi
    SIGNAL PROCESSING, Vol. 115, No 2015, pp.27-37, 2015
  22. "Two-stage blind audio source counting and separation of stereo instantaneous mixtures using Bayesian tensor factorisation"
    Sayeh Mirzaei, Yaser Norouzi, Hugo Van hamme
    IET SIGNAL PROCESSING, Vol. 9, No 8, pp.587-595, 2015
  23. "Hyperspectral image classification using sub-band tensor factorization and convolutional neural network"
    Sayeh Mirzaei, Javad Haghshenas
    Journal of Machine Vision and Image Processing, Vol. 7, No 1, 2020

Conference Paper

  1. "Improving the Performance of Aspect-Based Sentiment Analysis with Pre-Trained Language Models and Perturbed Masking Method"
    Akram Karimi Zarandi, Sayeh Mirzaei
    2nd International Conference on New Researches and Technologies in Electrical Engineering (ICNRTEE), 2024
  2. "Enhancing Aspect-based Sentiment Analysis through Supervised Contrastive Learning with Induced Tree Structures"
    Akram Karimi Zarandi, Sayeh Mirzaei
    2024 10th International Conference on Web Research (ICWR), 2024
  3. "Perturbed Masking for aspect-based sentiment analysis"
    Akram Karimi Zarandi, Sayeh Mirzaei
    10th International Conference on Artificial Intelligence and Robotics-QICAR2024, 2024
  4. "Aspect-base Sentiment Analysis with Dual Contrastive Learning"
    Akram Karimi Zarand, Sayeh Mirzaei, Hamed Talebi
    International Conference on Web Research, 2023
  5. "Product Recommender System Using Hypergraph Neural Networks"
    Fateme Saghafi, Sayeh Mirzaei, Ali Fahim
    International Conference on Web Research, 2023
  6. "Evaluating Various Feature Extraction Methods and Classification Algorithms for Music Genres Classification"
    Saeed Davoodi, Mohammad Reza Bakhtiari, Sayeh Mirzaei
    27th International Computer Conference, Computer Society of Iran, 2022
  7. "Combination of ConvLSTM and Attention mechanism to diagnose ADHD based on EEG signals"
    Mohammad Reza Bakhtiari, Sayeh Mirzaei, Hadi Amiri
    The 7th International Conference on Signal Processing and Intelligent Systems (ICSPIS 2021), 2021
  8. "Acoustic Scene Classification with Modulation Spectrogram Features and a Convolutional Recurrent Network"
    Sayeh Mirzaei, Saeideh Davoodi
    11th International Conference on Acoustics and Vibration, 2021
  9. "Detection of ADHD Disorder Using Dynamic Connectivity Tensors in Bidirectional Circular Reservoir Computing"
    Mohammad Reza Bakhtiari, Sayeh Mirzaei
    6th International Iranian conference on Biomedical Engineering, 2021
  10. "Detection of Crotical Demantia in MRI Images Using Convolutional Autoencoder Neural Network"
    Seyed Morteza Amini, Tayeb Mahmoodi ramchahi, Hedieh Sajedi, Sayeh Mirzaei
    2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2021
  11. "Click-Through Rate Prediction Using Feature Engineered Boosting Algorithms"
    Mohammad Reza Bakhtiari, Sayeh Mirzaei
    26th International Computer Conference, Computer Society of Iran, 2021
  12. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification"
    Saeideh Davoodi, Sayeh Mirzaei
    26th International Computer Conference, Computer Society of Iran, 2021
  13. "Fast Prediction of Cortical Dementia Based on Original Brain MRI images Using Convolutional Neural Network"
    Seyed Morteza Amini, Hedieh Sajedi, Tayeb Mahmoudi, Sayeh Mirzaei
    International Conference on Machine Vision and Image Processing (MVIP), 2020
  14. "Hyperspectral Image Classification using Band-Group Non-negative Tensor Factorization"
    Sayeh Mirzaei
    2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), 2018
  15. "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
  16. "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
  17. "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
  18. "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
  19. "Model order estimation using bayesian nmf for discovering phone patterns in spoken utterances"
    Sayeh Mirzaei
    Proceedings Interspeech 2013, 2013
  20. "IF band width optimization of envelope detection system in presence of phase noise"
    Sayeh Mirzaei
    IET International Radar Conference 2009, 2009
  21. "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