Band Clustering-Based Feature Extraction for Classification of Hyperspectral Images Using Limited Training Samples. - Maryam Imani; Hassan Ghassemian (IEEE Geosci. Remote. Sens. Lett., 2014)

Feature Extraction Using Attraction Points for Classification of Hyperspectral Images in a Small Sample Size Situation. - Maryam Imani; Hassan Ghassemian (IEEE Geosci. Remote. Sens. Lett., 2014)

The geometrical and principal structures preservation in feature extraction of high dimensional images. - Maryam Imani; Hassan Ghassemian (ICSIPA, 2015)

Feature Extraction Using Weighted Training Samples. - Maryam Imani; Hassan Ghassemian (IEEE Geosci. Remote. Sens. Lett., 2015)

Hyperspectral images classification by spectral-spatial processing. - Maryam Imani; Hassan Ghassemian (IST, 2016)

Binary coding based feature extraction in remote sensing high dimensional data. - Maryam Imani; Hassan Ghassemian (Inf. Sci., 2016)

Attribute profile based feature space discriminant analysis for spectral-spatial classification of hyperspectral images. - Maryam Imani; Hassan Ghassemian (Comput. Electr. Eng., 2017)

Edge patch image-based morphological profiles for classification of multispectral and hyperspectral data. - Maryam Imani; Hassan Ghassemian (IET Image Process., 2017)

Phishing website detection using weighted feature line embedding. - Maryam Imani; Gholam Ali Montazer (ISC Int. J. Inf. Secur., 2017)

RX Anomaly Detector With Rectified Background. - Maryam Imani (IEEE Geosci. Remote. Sens. Lett., 2017)

High-dimensional image data feature extraction by double discriminant embedding. - Maryam Imani; Hassan Ghassemian (Pattern Anal. Appl., 2017)

Weighted Joint Collaborative Representation Based On Median-Mean Line and Angular Separation. - Maryam Imani; Hassan Ghassemian (IEEE Trans. Geosci. Remote. Sens., 2017)

Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things. - Maryam Imani; Hassan Ghassemian (IST, 2018)

Phonocardiography Signal Classification by Applying Feature Space Transformations. - Maryam Imani; Hassan Ghassemian (IST, 2018)

Classification of heart sound signal using curve fitting and fractal dimension. - Maryam Hamidi; Hassan Ghassemian; Maryam Imani (Biomed. Signal Process. Control., 2018)

Hyperspectral anomaly detection using differential image. - Maryam Imani (IET Image Process., 2018)

Attribute profile based target detection using collaborative and sparse representation. - Maryam Imani (Neurocomputing, 2018)

Band Dependent Spatial Details Injection Based on Collaborative Representation for Pansharpening. - Maryam Imani (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Dynamic multi-objective optimisation using deep reinforcement learning: benchmark, algorithm and an application to identify vulnerable zones based on water quality. - Md Mahmudul Hasan; Khin T. Lwin; Maryam Imani; Antesar M. Shabut; Luiz Fernando Bittencourt; M. Alamgir Hossain (Eng. Appl. Artif. Intell., 2019)

Adaptive signal representation and multi-scale decomposition for panchromatic and multispectral image fusion. - Maryam Imani (Future Gener. Comput. Syst., 2019)

Morphology-based structure-preserving projection for spectral-spatial feature extraction and classification of hyperspectral data. - Maryam Imani; Hassan Ghassemian (IET Image Process., 2019)

A survey of emotion recognition methods with emphasis on E-Learning environments. - Maryam Imani; Gholam Ali Montazer (J. Netw. Comput. Appl., 2019)

Texture feed based convolutional neural network for pansharpening. - Maryam Imani (Neurocomputing, 2020)

An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges. - Maryam Imani; Hassan Ghassemian (Inf. Fusion, 2020)

Sparse and collaborative representation-based anomaly detection. - Maryam Imani (Signal Image Video Process., 2020)

Polarimetric SAR Classification Using Ridge Regression-Based Polarimetric-Spatial Feature Extraction. - Maryam Imani (CSICC, 2021)

Automatic diagnosis of coronavirus (COVID-19) using shape and texture characteristics extracted from X-Ray and CT-Scan images. - Maryam Imani (Biomed. Signal Process. Control., 2021)

RV-DSS: Towards a resilience and vulnerability- informed decision support system framework for interdependent infrastructure systems. - Donya Hajializadeh; Maryam Imani (Comput. Ind. Eng., 2021)

Polarimetric SAR image classification using binary coding-based polarimetric-morphological features. - Maryam Imani (IET Image Process., 2022)

Polarimetric SAR image classification using collaborative representation based nearest subspace. - Maryam Imani (Signal Image Video Process., 2022)

A clustering-based short-term load forecasting using independent component analysis and multi-scale decomposition transform. - Roohollah Keshvari; Maryam Imani; Mohsen Parsa Moghaddam (J. Supercomput., 2022)

Fuzzy-based weighting long short-term memory network for demand forecasting. - Maryam Imani (J. Supercomput., 2023)

Residual network based on entropy-anisotropy-alpha target decomposition for polarimetric SAR image classification. - Amir Hossein Ghazvinizadeh; Maryam Imani; Hassan Ghassemian (Earth Sci. Informatics, 2023)

Hyperspectral image super-resolution using multi-scale decomposition and convolutional neural network based on relation type between low- and high-resolution images. - Ali Farajzadeh; Shahram Mohammadi; Maryam Imani (Signal Image Video Process., 2023)

Best-tree wavelet packet transform bidirectional GRU for short-term load forecasting. - Hosein Eskandari; Maryam Imani; Mohsen Parsa Moghaddam (J. Supercomput., 2023)

Alzheimer's diseases diagnosis using fusion of high informative BiLSTM and CNN features of EEG signal. - Maryam Imani (Biomed. Signal Process. Control., 2023)

Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN. - Seyed Amir Latifi; Hassan Ghassemian; Maryam Imani (CoRR, 2024)

An iterative PolSAR image classification method with utilizing scattering and contextual information. - Maryam Imani (Multim. Tools Appl., 2024)

Modified PCA, LDA and LPP feature extraction methods for PolSAR image classification. - Maryam Imani (Multim. Tools Appl., 2024)

Attention based morphological guided deep learning network for neuron segmentation in electron microscopy. - Maryam Imani; Amin Zehtabian (J. Supercomput., 2024)

Learning and Model-Based Approaches for Radar Target Detection. - Ahmadreza Salehi; Maryam Imani; Amir Zaimbashi; Halim Yanikomeroglu (IEEE Trans. Cogn. Commun. Netw., 2024)

A three-branch deep neural network for diagnosing respiratory sounds. - Maryam Imani; Hassan Ghassemian (Neural Comput. Appl., 2024)

Locality Preserving Projection Based Autoencoder for Hyperspectral Anomaly Detection. - Maryam Imani (CSICC, 2025)

Attention based network for fusion of polarimetric and contextual features for polarimetric synthetic aperture radar image classification. - Maryam Imani (Eng. Appl. Artif. Intell., 2025)

Collaborative Representation-Based Attention Network for Hyperspectral Anomaly Detection. - Maryam Imani; Daniele Cerra (IEEE Geosci. Remote. Sens. Lett., 2025)

An eigenvalue decomposition-based Gabor network for polarimetric synthetic aperture radar image classification. - Maryam Imani; Samsung Lim (Earth Sci. Informatics, 2025)