Citation Impact
Citing Papers
Deepfake detection using deep learning methods: A systematic and comprehensive review
2023 Standout
Advanced Classification Techniques: A Review
2007
Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification
2015
Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
2019 Standout
An evaluation of ensemble classifiers for mapping Natura 2000 heathland in Belgium using spaceborne angular hyperspectral (CHRIS/Proba) imagery
2012
Trends in extreme learning machines: A review
2014 Standout
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application
2019 Standout
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images
2009
A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images
2007
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples
2009
Unsupervised Pixel Classification in Satellite Imagery Using Multiobjective Fuzzy Clustering Combined With SVM Classifier
2009
A review on empirical mode decomposition in fault diagnosis of rotating machinery
2012 Standout
Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples
2009
Rapid Detection of Rice Disease Based on FCM-KM and Faster R-CNN Fusion
2019 Standout
Point Cloud Semantic Segmentation Using a Deep Learning Framework for Cultural Heritage
2020 Standout
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
Training a Support Vector Machine in the Primal
2007
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods
2013
Integrating Color Features in Polarimetric SAR Image Classification
2013
Hyperspectral Remote Sensing Classifications: A Perspective Survey
2015
Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning
2011
Detection of sitting posture using hierarchical image composition and deep learning
2021 Standout
Ternary reversible extreme learning machines: the incremental tri-training method for semi-supervised classification
2009
Next Generation Mapping: Combining Deep Learning, Cloud Computing, and Big Remote Sensing Data
2019
A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples
2009
Using deep transfer learning for image-based plant disease identification
2020 Standout
Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers
2013
Support vector machines in remote sensing: A review
2010 Standout
Semi-Supervised Broad Learning System Based on Manifold Regularization and Broad Network
2020 Standout
A Composite Semisupervised SVM for Classification of Hyperspectral Images
2009
Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review
2020
Deep Learning-Based Classification of Hyperspectral Data
2014 Standout
Extinction Profiles Fusion for Hyperspectral Images Classification
2017
Using Stacked Generalization to Combine SVMs in Magnitude and Shape Feature Spaces for Classification of Hyperspectral Data
2009
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning
2011
Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines
2009
A Unified Model for Remotely Estimating Chlorophyll a in Lake Taihu, China, Based on SVM andIn SituHyperspectral Data
2009
A Survey of Indoor Localization Systems and Technologies
2019 Standout
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation
2011
Artificial intelligence, machine learning and deep learning in advanced robotics, a review
2023 Standout
Monitoring Land-Cover Changes: A Machine-Learning Perspective
2016
Deep learning in remote sensing applications: A meta-analysis and review
2019
Agri-food 4.0: A survey of the supply chains and technologies for the future agriculture
2020 Standout
Assessment of spectral, polarimetric, temporal, and spatial dimensions for urban and peri-urban land cover classification using Landsat and SAR data
2011
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
2017 Standout
Recent advances in techniques for hyperspectral image processing
2009
Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
2016 Standout
AI-Empowered Trajectory Anomaly Detection for Intelligent Transportation Systems: A Hierarchical Federated Learning Approach
2022
Object based image analysis for remote sensing
2009 Standout
Training set size requirements for the classification of a specific class
2006
The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas
2009
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
2012 Standout
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation
2016
Semisupervised Remote Sensing Image Classification With Cluster Kernels
2009
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
Big Data Meet Cyber-Physical Systems: A Panoramic Survey
2018
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning
2010
Computer vision technology in agricultural automation —A review
2019 Standout
Big Earth Data: a new challenge and opportunity for Digital Earth’s development
2016
Pixel-level image fusion: A survey of the state of the art
2016 Standout
A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure
2008
Object classification through scattering media with deep learning on time resolved measurement
2017
Urban-Area and Building Detection Using SIFT Keypoints and Graph Theory
2009
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas
2008
Hyperspectral Remote Sensing Data Analysis and Future Challenges
2013
Change detection method for remote sensing images based on an improved Markov random field
2015 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance
2010 Standout
Support Vector Machine (SVM) Classification: Comparison of Linkage Techniques Using a Clustering-Based Method for Training Data Selection
2009
A survey on semi-supervised learning
2019 Standout
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
2019 Standout
Potential, challenges and future directions for deep learning in prognostics and health management applications
2020
Enabling cyber‐physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber‐security
2017
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles
2008
Semisupervised Image Classification With Laplacian Support Vector Machines
2008
Monitoring plant diseases and pests through remote sensing technology: A review
2019 Standout
A Survey of Deep Active Learning
2021 Standout
Analysis of hyperspectral scattering images using locally linear embedding algorithm for apple mealiness classification
2012
Google Earth Engine for geo-big data applications: A meta-analysis and systematic review
2020
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
2007
Bidirectional LSTM with attention mechanism and convolutional layer for text classification
2019
Learning High-level Features for Satellite Image Classification With Limited Labeled Samples
2015
Modern Trends in Hyperspectral Image Analysis: A Review
2018 Standout
An assessment of the effectiveness of a random forest classifier for land-cover classification
2011 Standout
Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications
2019 Standout
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization
2018 Standout
Big GIS analytics framework for agriculture supply chains: A literature review identifying the current trends and future perspectives
2018
Target Detection With Semisupervised Kernel Orthogonal Subspace Projection
2009
On the use of deep learning for computational imaging
2019 Standout
Extreme learning machines: a survey
2011 Standout
A review of the use of convolutional neural networks in agriculture
2018
A review on the attention mechanism of deep learning
2021 Standout
The use of small training sets containing mixed pixels for accurate hard image classification: Training on mixed spectral responses for classification by a SVM
2006
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest
2014
Semisupervised Self-Learning for Hyperspectral Image Classification
2013
Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms
2017 Standout
Mean Map Kernel Methods for Semisupervised Cloud Classification
2009
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles
2014
Semisupervised Neural Networks for Efficient Hyperspectral Image Classification
2010
A review on the practice of big data analysis in agriculture
2017
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
2016 Standout
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry
2017
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion
2008
Survey on Fall Detection and Fall Prevention Using Wearable and External Sensors
2014 Standout
Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis
2009
Multisource Classification Using Support Vector Machines
2008
Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification
2018
Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed Image Classification
2011
Modeling the blockchain enabled traceability in agriculture supply chain
2019 Standout
A novel intelligent gear fault diagnosis model based on EMD and multi-class TSVM
2011
Deep learning in agriculture: A survey
2018 Standout
Hyperspectral Image Classification via Kernel Sparse Representation
2012
Detection of Helminthosporium Leaf Blotch Disease Based on UAV Imagery
2019
Semi-Supervised Novelty Detection Using SVM Entire Solution Path
2013
Optimizing support vector machine learning for semi-arid vegetation mapping by using clustering analysis
2009
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
Works of Mingmin Chi being referenced
Trajectory big data: Data, applications and techniques
2015
A Semilabeled-Sample-Driven Bagging Technique for Ill-Posed Classification Problems
2005
Transductive SVMs for semisupervised classification of hyperspectral data
2005
Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal
2007
Long Short-Term Memory With Quadratic Connections in Recursive Neural Networks for Representing Compositional Semantics
2017
A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images
2006
Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation
2013
Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem
2008
An ensemble-driven k-NN approach to ill-posed classification problems
2005
Ensemble Classification Algorithm for Hyperspectral Remote Sensing Data
2009
Classification of hyperspectral data by continuation semi-supervised SVM
2007
A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos
2017
Advanced Semisupervised SVM Approaches to Classification of Hyperspectral Data
2006
Big Data for Remote Sensing: Challenges and Opportunities
2016