| # | Title | Journal | Year | Citations |
|---|
| 1 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | IEEE Transactions on Image Processing | 2017 | 4,738 |
| 2 | ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks | IEEE Transactions on Image Processing | 2020 | 2,435 |
| 3 | A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches | IEEE Transactions on Industrial Electronics | 2015 | 2,166 |
| 4 | Upconversion Nanoparticles: Design, Nanochemistry, and Applications in Theranostics | Chemical Reviews | 2014 | 2,163 |
| 5 | Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks | IEEE Transactions on Geoscience and Remote Sensing | 2016 | 2,064 |
| 6 | Deep Learning-Based Classification of Hyperspectral Data | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2014 | 1,992 |
| 7 | Ultrathin metal–organic framework nanosheets for electrocatalytic oxygen evolution | Nature Energy | 2016 | 1,979 |
| 8 | Non-singular terminal sliding mode control of rigid manipulators | Automatica | 2002 | 1,882 |
| 9 | FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising | IEEE Transactions on Image Processing | 2018 | 1,554 |
| 10 | The State of the Art of Electric, Hybrid, and Fuel Cell Vehicles | Proceedings of the IEEE | 2007 | 1,486 |
| 11 | Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)1 | Autophagy | 2021 | 1,430 |
| 12 | Model Predictive Control for Power Converters and Drives: Advances and Trends | IEEE Transactions on Industrial Electronics | 2017 | 1,305 |
| 13 | A Review on Basic Data-Driven Approaches for Industrial Process Monitoring | IEEE Transactions on Industrial Electronics | 2014 | 1,276 |
| 14 | miR2Disease: a manually curated database for microRNA deregulation in human disease | Nucleic Acids Research | 2009 | 1,255 |
| 15 | Weighted Nuclear Norm Minimization with Application to Image Denoising | Nucleic Acids Research | 2014 | 1,240 |
| 16 | Identifying and removing haplotypic duplication in primary genome assemblies | Bioinformatics | 2020 | 1,221 |
| 17 | Nanochemistry and Nanomedicine for Nanoparticle-based Diagnostics and Therapy | Chemical Reviews | 2016 | 1,201 |
| 18 | A new delay system approach to network-based control | Automatica | 2008 | 1,189 |
| 19 | Learning Deep CNN Denoiser Prior for Image Restoration | Automatica | 2017 | 1,161 |
| 20 | Reproducibility in density functional theory calculations of solids | Science | 2016 | 1,113 |
| 21 | Atomically dispersed manganese catalysts for oxygen reduction in proton-exchange membrane fuel cells | Nature Catalysis | 2018 | 1,075 |
| 22 | DeepFM: A Factorization-Machine based Neural Network for CTR Prediction | Nature Catalysis | 2017 | 1,056 |
| 23 | Understanding and approaches for the durability issues of Pt-based catalysts for PEM fuel cell | Journal of Power Sources | 2007 | 1,037 |
| 24 | Influence of pH on the Formation of Sulfate and Hydroxyl Radicals in the UV/Peroxymonosulfate System | Environmental Science & Technology | 2011 | 1,032 |
| 25 | Deep Learning for Hyperspectral Image Classification: An Overview | IEEE Transactions on Geoscience and Remote Sensing | 2019 | 977 |
| 26 | Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2015 | 974 |
| 27 | Stability and Stabilization of Switched Linear Systems With Mode-Dependent Average Dwell Time | IEEE Transactions on Automatic Control | 2012 | 971 |
| 28 | Document Modeling with Gated Recurrent Neural Network for Sentiment Classification | IEEE Transactions on Automatic Control | 2015 | 960 |
| 29 | Activation of Peroxymonosulfate by Benzoquinone: A Novel Nonradical Oxidation Process | Environmental Science & Technology | 2015 | 954 |
| 30 | FusionGAN: A generative adversarial network for infrared and visible image fusion | Information Fusion | 2019 | 954 |
| 31 | The impact of online user reviews on hotel room sales | International Journal of Hospitality Management | 2009 | 941 |
| 32 | Recent developments in phase change materials for energy storage applications: A review | International Journal of Heat and Mass Transfer | 2019 | 939 |
| 33 | Microstructure of cement mortar with nano-particles | Composites Part B: Engineering | 2004 | 916 |
| 34 | Network-Induced Constraints in Networked Control Systems—A Survey | IEEE Transactions on Industrial Informatics | 2013 | 915 |
| 35 | A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals | Sensors | 2017 | 894 |
| 36 | Advanced Spectral Classifiers for Hyperspectral Images: A review | IEEE Geoscience and Remote Sensing Magazine | 2017 | 893 |
| 37 | A Survey of Sparse Representation: Algorithms and Applications | IEEE Access | 2015 | 888 |
| 38 | A critical review on the treatment of dye-containing wastewater: Ecotoxicological and health concerns of textile dyes and possible remediation approaches for environmental safety | Ecotoxicology and Environmental Safety | 2022 | 879 |
| 39 | A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load | Mechanical Systems and Signal Processing | 2018 | 854 |
| 40 | Shell Thickness-Dependent Microwave Absorption of Core–Shell Fe3O4@C Composites | ACS Applied Materials & Interfaces | 2014 | 853 |
| 41 | The influence of user-generated content on traveler behavior: An empirical investigation on the effects of e-word-of-mouth to hotel online bookings | Computers in Human Behavior | 2011 | 847 |
| 42 | Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015 | Nature Human Behaviour | 2018 | 845 |
| 43 | Synthesis of Visible-Light Responsive Graphene Oxide/TiO2 Composites with p/n Heterojunction | ACS Nano | 2010 | 829 |
| 44 | Efficient degradation of atrazine by magnetic porous copper ferrite catalyzed peroxymonosulfate oxidation via the formation of hydroxyl and sulfate radicals | Water Research | 2013 | 822 |
| 45 | Data-Based Techniques Focused on Modern Industry: An Overview | IEEE Transactions on Industrial Electronics | 2015 | 822 |
| 46 | Catalytic Removal of Aqueous Contaminants on N-Doped Graphitic Biochars: Inherent Roles of Adsorption and Nonradical Mechanisms | Environmental Science & Technology | 2018 | 820 |
| 47 | Heat transfer and flow behaviour of aqueous suspensions of TiO2 nanoparticles (nanofluids) flowing upward through a vertical pipe | International Journal of Heat and Mass Transfer | 2007 | 812 |
| 48 | Synthesis of Few-Layer GaSe Nanosheets for High Performance Photodetectors | ACS Nano | 2012 | 788 |
| 49 | Comparison of Halide Impacts on the Efficiency of Contaminant Degradation by Sulfate and Hydroxyl Radical-Based Advanced Oxidation Processes (AOPs) | Environmental Science & Technology | 2014 | 785 |
| 50 | Dopant-induced electron localization drives CO2 reduction to C2 hydrocarbons | Nature Chemistry | 2018 | 781 |
