مقالات چاپ شده در نشریات بینالمللی
- Sayeh Mirzaei, Yaser Norouzi, and Hugo Van hamme. "Two-stage blind audio source counting and separation of stereo instantaneous mixtures using Bayesian tensor factorisation." IET Signal Processing 9, no. 8 (2015): 587-595.
- Sayeh Mirzaei, Hugo Van hamme, and Yaser Norouzi. "Blind audio source counting and separation of anechoic mixtures using the multichannel complex NMF framework." SIGNAL PROCESSING 115, no. 2015 (2015): 27-37.
- Sayeh Mirzaei, Hugo Van hamme, and Yaser Norouzi. "Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization." SPEECH COMMUNICATION 81, no. 0167-6393 (2016): 129-137.
- Sayeh Mirzaei, and Hamid Soltanian Zadeh. "Overlapping Brain Community Detection Using Bayesian Tensor Decomposition." JOURNAL OF NEUROSCIENCE METHODS 1, no. 1 (2019): 16.
- Sayeh Mirzaei. "Hyperspectral image classification using non-negative tensor factorization and multinomial logistic regression." Journal of Applied Remote Sensing 13, no. 02 (2019): 1.
- Sayeh Mirzaei, Hugo Van hamme, and Shima Khosravani. "Hyperspectral image classification using non-negative tensor factorization and 3D convolutional neural networks." SIGNAL PROCESSING-IMAGE COMMUNICATION 19, no. 1 (2019): .
- Mahdi Khademi, Sayeh Mirzaei, and Yaser Norouzi. "High resolution sub-band decomposition underdetermined blind signal separation using virtual sensor based ICA method for low latency applications." DIGITAL SIGNAL PROCESSING 113, no. 6 (2021): 103015.
- Sayeh Mirzaei, and Parisa Qasemi. "EEG motor imagery classification using dynamic connectivity patterns and convolutional autoencoder." Biomedical Signal Processing and Control 68, no. 7 (2021): 102584.
- Hazhir Bahrami, Saied Homayouni, Abdolreza Safari, Sayeh Mirzaei, Masoud Mahdianpari, and omid Reisi-Gahrouei. "Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations." Agronomy-Basel 11, no. 7 (2021): 1363.
- Mohammad Reza Bakhtiari, and Sayeh Mirzaei. "ADHD detection using dynamic connectivity patterns of EEG data and ConvLSTM with attention framework." Biomedical Signal Processing and Control 76, no. 2 (2022): 103708.
- Sayeh Mirzaei, and Iman Khani. "Acoustic scene classification with multi-temporal complex modulation spectrogram features and a convolutional LSTM network." MULTIMEDIA TOOLS AND APPLICATIONS 81, no. 29 (2022): .
- Sayeh Mirzaei. "Hyperspectral image classification using K-plane clustering and kernel principal component analysis." MULTIMEDIA TOOLS AND APPLICATIONS 82, no. 29 (2023): .
- Akram Karimi Zarandi, and Sayeh Mirzaei. "A survey of aspect-based sentiment analysis classification with a focus on graph neural network methods." MULTIMEDIA TOOLS AND APPLICATIONS 83, no. 1 (2023): .
مقالات چاپ شده در نشریات داخلی
- Parviz Norouzi, Reza Shahbazi, and Sayeh Mirzaei. "Performance Analysis Of Mono-bit Digital Instantaneous Frequency Measurement (Difm) Device." AUT Journal of electrical Engineering 49, no. 2 (2018): 131-140.
- Sayeh Mirzaei, and . "Unmanned aerial vehicle field sampling and antenna pattern reconstruction using Bayesian compressed sensing." AUT Journal of electrical Engineering 50, no. 1 (2018): 23.
- shahrzad Oveisi, Ali Moeini, and Sayeh Mirzaei. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction." International Journal of Reliability, Risk and Safety: Theory and Application 4, no. 2 (2021): .
- shahrzad Oveisi, Ali Moeini, and Sayeh Mirzaei. "LSTM Encoder-Decoder Dropout Model in Software Reliability Prediction." International Journal of Reliability, Risk and Safety: Theory and Application 4, no. 2 (2021): .
- Saeideh Davoodi, and Sayeh Mirzaei. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification." The CSI Journal on Computer Science and Engineeringn 18, no. 1 (2022): .
- سایه میرزایی و جواد حق شناس. "طبقه بندی تصاویر فراطیفی با استفاده از تجزیه تنسور زیرباند و شبکه عصبی پیچشی." مجله ماشین بینایی و پردازش تصویر 6، 2 (1398): .
همایشهای بینالمللی
- Sayeh Mirzaei. "Adaptive antenna array for IEEE802. 16e base station in the presence of multipath and interference and considering mutual coupling effects." International Conference on Microwave and Millimeter Wave Technology, 2008. ICMMT 2008,.
- Sayeh Mirzaei. "IF band width optimization of envelope detection system in presence of phase noise." IET International Radar Conference 2009, GUILIN.
- Sayeh Mirzaei. "Model order estimation using bayesian nmf for discovering phone patterns in spoken utterances." Proceedings Interspeech 2013, Lyon.
- Sayeh Mirzaei. "Bayesian non-parametric matrix factorization for discovering words in spoken utterances." Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on, New York.
- Sayeh Mirzaei. "Blind audio source separation of stereo mixtures using bayesian non-negative matrix factorization." Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, Lisbon.
- Sayeh Mirzaei. "Blind Speech Source Localization, Counting and Separation for 2-channel Convolutive Mixtures in a Reverberant Environment." Fifteenth Annual Conference of the International Speech Communication Association, Singapore.
- Sayeh Mirzaei. "Who's speaking?: Audio-supervised classification of active speakers in video." Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle.
- Sayeh Mirzaei. "Hyperspectral Image Classification using Band-Group Non-negative Tensor Factorization." 2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS), Tehran.
- Seyed Morteza Amini, Hedieh Sajedi, Tayeb Mahmoudi, and Sayeh Mirzaei. "Fast Prediction of Cortical Dementia Based on Original Brain MRI images Using Convolutional Neural Network." International Conference on Machine Vision and Image Processing (MVIP), Qom.
- Saeideh Davoodi, and Sayeh Mirzaei. "A Semantic-based Feature Extraction Method Using Categorical Clustering for Persian Document Classification." 26th International Computer Conference, Computer Society of Iran, Tehran.
- Mohammad Reza Bakhtiari, and Sayeh Mirzaei. "Click-Through Rate Prediction Using Feature Engineered Boosting Algorithms." 26th International Computer Conference, Computer Society of Iran, Tehran.
- Seyed Morteza Amini, Tayeb Mahmoodi ramchahi, Hedieh Sajedi, and Sayeh Mirzaei. "Detection of Crotical Demantia in MRI Images Using Convolutional Autoencoder Neural Network." 2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA),.
- Mohammad Reza Bakhtiari, and Sayeh Mirzaei. "Detection of ADHD Disorder Using Dynamic Connectivity Tensors in Bidirectional Circular Reservoir Computing." 6th International Iranian conference on Biomedical Engineering, Tehran.
- Sayeh Mirzaei, and Saeideh Davoodi. "Acoustic Scene Classification with Modulation Spectrogram Features and a Convolutional Recurrent Network." 11th International Conference on Acoustics and Vibration, Tehran.
- Mohammad Reza Bakhtiari, Sayeh Mirzaei, and Hadi Amiri. "Combination of ConvLSTM and Attention mechanism to diagnose ADHD based on EEG signals." The 7th International Conference on Signal Processing and Intelligent Systems (ICSPIS 2021), Tehran.
- Saeed Davoodi, Mohammad Reza Bakhtiari, and Sayeh Mirzaei. "Evaluating Various Feature Extraction Methods and Classification Algorithms for Music Genres Classification." 27th International Computer Conference, Computer Society of Iran, Tehran.
- Fateme Saghafi, Sayeh Mirzaei, and Ali Fahim. "Product Recommender System Using Hypergraph Neural Networks." International Conference on Web Research, Tehran.
- Akram Karimi Zarand, Sayeh Mirzaei, and Hamed Talebi. "Aspect-base Sentiment Analysis with Dual Contrastive Learning." International Conference on Web Research, Tehran.