Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques

Parametric study of convolutional neural network based remote sensing image classification

(2021) Achala Shakya et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A non-local capsule neural network for hyperspectral remote sensing image classification

(2021) Runmin Lei et al.   Remote Sensing Letters

Combining Deep Semantic Segmentation Network and Graph Convolutional Neural Network for Semantic Segmentation of Remote Sensing Imagery

(2021) Song Ouyang et al.   Remote Sensing

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Managing computational complexity using surrogate models: a critical review

(2020) Reza Alizadeh et al.   RESEARCH IN ENGINEERING DESIGN

RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data

(2020) Haifeng Li et al.   SENSORS

An improved unsupervised representation learning generative adversarial network for remote sensing image scene classification

(2020) Yufan Wei et al.   Remote Sensing Letters

A rule-based method for automated surrogate model selection

(2020) Liangyue Jia et al.   ADVANCED ENGINEERING INFORMATICS

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification

(2020) Biserka Petrovska et al.   SENSORS

Residual Group Channel and Space Attention Network for Hyperspectral Image Classification

(2020) Peida Wu et al.   Remote Sensing

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

(2020) Seçkin Karasu et al.   ENERGY

Remote sensing image classification using subspace sensor fusion

(2020) Behnood Rasti et al.   Information Fusion

An automated faults classification method based on binary pattern and neighborhood component analysis using induction motor

(2020) Orhan Yaman   MEASUREMENT

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Hyperspectral remote sensing image classification based on tighter random projection with minimal intra-class variance algorithm

(2020) Quanhua Zhao et al.   PATTERN RECOGNITION

GAN-Based Semisupervised Scene Classification of Remote Sensing Image

(2020) Dongen Guo et al.   IEEE Geoscience and Remote Sensing Letters

Technical, Temporal, and Spatial Research Challenges and Opportunities in Blockchain-Based Healthcare: A Systematic Literature Review

(2020) Leili Soltanisehat et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

Remote Sensing Image Scene Classification Using CNN-CapsNet

(2019) Wei Zhang et al.   Remote Sensing

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

Automated arrhythmia detection using novel hexadecimal local pattern and multilevel wavelet transform with ECG signals

(2019) Turker Tuncer et al.   KNOWLEDGE-BASED SYSTEMS

Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets

(2019) Reza Alizadeh et al.   AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Robust Space–Frequency Joint Representation for Remote Sensing Image Scene Classification

(2019) Jie Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A novel method for identifying electrocardiograms using an independent component analysis and principal component analysis network

(2019) Weiyi Yang et al.   MEASUREMENT

Multiobjective ResNet pruning by means of EMOAs for remote sensing scene classification

(2019) Xuning Liu et al.   NEUROCOMPUTING

Hyperspectral remote sensing image classification using three-dimensional-squeeze-and-excitation-DenseNet (3D-SE-DenseNet)

(2019) Guandong Li et al.   Remote Sensing Letters

Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms

(2018) Shivarudhrappa Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Recurrent neural networks for remote sensing image classification

(2018) Mohamed Ilyes Lakhal et al.   IET Computer Vision

Remote Sensing Image Scene Classification Using Rearranged Local Features

(2018) Yuan Yuan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

(2017) Daoyu Lin et al.   IEEE Geoscience and Remote Sensing Letters

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification

(2017) Xue Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Feature Fusion for VHR Remote Sensing Scene Classification

(2017) Souleyman Chaib et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification

(2017) Xiaobing Han et al.   Remote Sensing

Unsupervised Quaternion Feature Learning for Remote Sensing Image Classification

(2016) Vladimir Risojevic et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

(2015) Giona Matasci et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals

(2014) Boon-Giin Lee et al.   SENSORS

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

(2014) Miao Li et al.   European Journal of Remote Sensing

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

(2013) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

Bayesian Active Remote Sensing Image Classification

(2013) Pablo Ruiz et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Land Cover and Land Use Classification with TWOPAC: towards Automated Processing for Pixel- and Object-Based Image Classification

(2012) Juliane Huth et al.   Remote Sensing

Wavelet SVM in Reproducing Kernel Hilbert Space for hyperspectral remote sensing image classification

(2010) Peijun Du et al.   OPTICS COMMUNICATIONS

Active Learning Methods for Remote Sensing Image Classification

(2009) D. Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote sensing image classification by the Chaos Genetic Algorithm in monitoring land use changes

(2009) Guo Yiqiang et al.   MATHEMATICAL AND COMPUTER MODELLING

On the Equivalence of Cohen’s Kappa and the Hubert-Arabie Adjusted Rand Index

(2008) Matthijs J. Warrens   JOURNAL OF CLASSIFICATION