پروفایل اساتید - دانشکده علوم مهندسی
مقالات علمی چاپ شده در مجلات
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"Hyperspectral image classification using K-plane clustering and kernel principal component analysis"
Sayeh Mirzaei
MULTIMEDIA TOOLS AND APPLICATIONS,
Vol. 82,
No 29,
0015
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"Hyperspectral image classification using non-negative tensor factorization and multinomial logistic regression"
Sayeh Mirzaei
Journal of Applied Remote Sensing,
Vol. 13,
No 2,
0013
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"Overlapping Brain Community Detection Using Bayesian Tensor Decomposition"
Hamid Soltanian Zadeh,
Sayeh Mirzaei
JOURNAL OF NEUROSCIENCE METHODS,
Vol. 1,
No 1,
0006
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"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
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"Perturbed Masking for aspect-based sentiment analysis"
Sayeh Mirzaei,
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10th International Conference on Artificial Intelligence and Robotics-QICAR2024,
2024
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"Aspect-base Sentiment Analysis with Dual Contrastive Learning"
Hamed Talebi,
Sayeh Mirzaei,
Akram Karimi Zarand
International Conference on Web Research,
2023
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"Product Recommender System Using Hypergraph Neural Networks"
Sayeh Mirzaei,
Fateme Saghafi,
Ali Fahim
International Conference on Web Research,
2023
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"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
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"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
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"Acoustic Scene Classification with Modulation Spectrogram Features and a Convolutional Recurrent Network"
Saeideh Davoodi,
Sayeh Mirzaei
11th International Conference on Acoustics and Vibration,
2021
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"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
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"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
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"Click-Through Rate Prediction Using Feature Engineered Boosting Algorithms"
Sayeh Mirzaei,
Mohammad Reza Bakhtiari
26th International Computer Conference, Computer Society of Iran,
2021
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"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
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"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
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"Hyperspectral Image Classification using Band-Group Non-negative Tensor Factorization"
Sayeh Mirzaei
2018 4th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS),
2018
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"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
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"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
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"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
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"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
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"Model order estimation using bayesian nmf for discovering phone patterns in spoken utterances"
Sayeh Mirzaei
Proceedings Interspeech 2013,
2013
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"IF band width optimization of envelope detection system in presence of phase noise"
Sayeh Mirzaei
IET International Radar Conference 2009,
2009
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"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