Mehran Safayani

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 22

Top Topics

Metric Learning

Gaussian Process

Canonical Correlation Analysis

Graph Clustering

Top Venues

Pattern Recognit.

IEEE Trans. Fuzzy Syst.

Publications

Mohammad Izadi, Mehran Safayani, Abdolreza Mirzaei
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction. CoRR (2024)
Mehran Safayani, Amir Sartipi, Amir Hossein Ahmadi, Parniyan Jalali, Amir Hossein Mansouri, Mojtaba Bisheh-Niasar, Zahra Pourbahman
OPSD: an Offensive Persian Social media Dataset and its baseline evaluations. CoRR (2024)
Maedeh Ahmadi, Mehran Safayani, Abdolreza Mirzaei
Deep graph clustering via mutual information maximization and mixture model. Knowl. Inf. Syst. 66 (8) (2024)
Zahra Moslehi, Abdolreza Mirzaei, Mehran Safayani
Clustering based on Mixtures of Sparse Gaussian Processes. CoRR (2023)
Parniyan Jalali, Mehran Safayani
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification. CoRR (2023)
Maedeh Ahmadi, Mehran Safayani, Abdolreza Mirzaei
Deep Graph Clustering via Mutual Information Maximization and Mixture Model. CoRR (2022)
Navid Hoseini Izadi, Maziar Palhang, Mehran Safayani
Layered Relative Entropy Policy Search. Knowl. Based Syst. 223 (2021)
Seyed Vahid Moravvej, Abdolreza Mirzaei, Mehran Safayani
Biomedical text summarization using Conditional Generative Adversarial Network(CGAN). CoRR (2021)
Rabeh Ravanifard, Abdolreza Mirzaei, Wray L. Buntine, Mehran Safayani
Content-Aware Listwise Collaborative Filtering. Neurocomputing 461 (2021)
Marzieh Sadat Hosseini-Pozveh, Mehran Safayani, Abdolreza Mirzaei
Interval Type-2 Fuzzy Restricted Boltzmann Machine. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Sayedshayan Hashemi Hosseinabad, Mehran Safayani, Abdolreza Mirzaei
Multiple answers to a question: a new approach for visual question answering. Vis. Comput. 37 (1) (2021)
Mehran Safayani, Saeid Momenzadeh, Abdolreza Mirzaei, Masoomeh Sadat Razavi
A latent variable model for two-dimensional canonical correlation analysis and the variational inference. Soft Comput. 24 (12) (2020)
Mahsa Taheri, Zahra Moslehi, Abdolreza Mirzaei, Mehran Safayani
A self-adaptive local metric learning method for classification. Pattern Recognit. 96 (2019)
Masoud Fatemi, Mehran Safayani
Joint sentiment/topic modeling on text data using a boosted restricted Boltzmann Machine. Multim. Tools Appl. 78 (15) (2019)
Zahra Moslehi, Mahsa Taheri, Abdolreza Mirzaei, Mehran Safayani
Discriminative Fuzzy C-Means as a Large Margin Unsupervised Metric Learning Algorithm. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei
An EM based probabilistic two-dimensional CCA with application to face recognition. Appl. Intell. 48 (3) (2018)
Negar Heidari, Zahra Moslehi, Abdolreza Mirzaei, Mehran Safayani
Bayesian distance metric learning for discriminative fuzzy c-means clustering. Neurocomputing 319 (2018)
Mehran Safayani, Saeid Momenzadeh
A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference. CoRR (2017)
Masoud Fatemi, Mehran Safayani
Joint Sentiment/Topic Modeling on Text Data Using Boosted Restricted Boltzmann Machine. CoRR (2017)
Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei
An EM Based Probabilistic Two-Dimensional CCA with Application to Face Recognition. CoRR (2017)
Seyedeh Fatemeh Mousavi, Mehran Safayani, Abdolreza Mirzaei, Hoda Bahonar
Hierarchical graph embedding in vector space by graph pyramid. Pattern Recognit. 61 (2017)
Ghasem Alikhajeh, Abdolreza Mirzaei, Mehran Safayani, Meysam Ghaffari
Duplicate matching and estimating features for detection of copy-move images forgery. CoRR (2017)
Mehran Safayani, Mohammad Taghi Manzuri Shalmani
Matrix-Variate Probabilistic Model for Canonical Correlation Analysis. EURASIP J. Adv. Signal Process. 2011 (2011)
Mehran Safayani, Mohammad Taghi Manzuri Shalmani
Two-Dimensional Heteroscedastic Feature Extraction Technique for Face Recognition. Comput. Informatics 30 (5) (2011)
Mehran Safayani, Mohammad Taghi Manzuri Shalmani
Three-dimensional modular discriminant analysis (3DMDA): A new feature extraction approach for face recognition. Comput. Electr. Eng. 37 (5) (2011)
Mehran Safayani, Mohammad Taghi Manzuri Shalmani
Heteroscedastic Multilinear Discriminant Analysis for Face Recognition. ICPR (2010)
Mehran Safayani, Mohammad Taghi Manzuri Shalmani, Mahmoud Khademi
Extended Two-Dimensional PCA for Efficient Face Representation and Recognition CoRR (2010)
Mahmoud Khademi, Mehran Safayani, Mohammad Taghi Manzuri Shalmani
Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation CoRR (2010)
Bagher BabaAli, Hossein Sameti, Mehran Safayani
Likelihood-Maximizing-Based Multiband Spectral Subtraction for Robust Speech Recognition. EURASIP J. Adv. Signal Process. 2009 (2009)
Bagher BabaAli, Hossein Sameti, Mehran Safayani
Spectral subtraction in likelihood-maximizing framework for robust speech recognition. INTERSPEECH (2008)
Mehran Safayani, Hossein Sameti, Bagher BabaAli, Mohammad Taghi Manzuri Shalmani
An efficient multi-band spectral subtraction method for robust speech recognition. ISSPA (2007)