Entropy

Papers
(The median citation count of Entropy is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Explainable AI: A Review of Machine Learning Interpretability Methods906
Deep Learning for Stock Market Prediction170
High-Entropy Alloys for Advanced Nuclear Applications127
An Efficient DenseNet-Based Deep Learning Model for Malware Detection115
Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network113
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion107
Melanoma and Nevus Skin Lesion Classification Using Handcraft and Deep Learning Feature Fusion via Mutual Information Measures106
Particle Swarm Optimisation: A Historical Review Up to the Current Developments106
Classification of Covid-19 Coronavirus, Pneumonia and Healthy Lungs in CT Scans Using Q-Deformed Entropy and Deep Learning Features105
Entropy Analysis on the Blood Flow through Anisotropically Tapered Arteries Filled with Magnetic Zinc-Oxide (ZnO) Nanoparticles105
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism87
A New Algorithm for Digital Image Encryption Based on Chaos Theory86
Automatic Recognition of Human Interaction via Hybrid Descriptors and Maximum Entropy Markov Model Using Depth Sensors80
Nonlinear Methods Most Applied to Heart-Rate Time Series: A Review78
Why the Mittag-Leffler Function Can Be Considered the Queen Function of the Fractional Calculus?75
Wearable Inertial Sensors for Daily Activity Analysis Based on Adam Optimization and the Maximum Entropy Markov Model74
Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering74
Dark Energy with Phantom Crossing and the H0 Tension74
Complexity Analysis of Surface Electromyography for Assessing the Myoelectric Manifestation of Muscle Fatigue: A Review68
An Elementary Introduction to Information Geometry67
Entropy and the Brain: An Overview66
A Variational Bayesian Deep Network with Data Self-Screening Layer for Massive Time-Series Data Forecasting66
How It All Began63
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm62
Nonlinear Neutral Delay Differential Equations of Fourth-Order: Oscillation of Solutions62
Complexity in Economic and Social Systems: Cryptocurrency Market at around COVID-1961
Sentiment Analysis of Persian Movie Reviews Using Deep Learning57
Deep Learning Methods for Heart Sounds Classification: A Systematic Review57
Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM55
Optimal Control of Time-Delay Fractional Equations via a Joint Application of Radial Basis Functions and Collocation Method54
An Improved Encoder-Decoder Network Based on Strip Pool Method Applied to Segmentation of Farmland Vacancy Field54
An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems54
Geometric Optimisation of Quantum Thermodynamic Processes53
Salient Object Detection Techniques in Computer Vision—A Survey53
A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score53
Cooperation on Interdependent Networks by Means of Migration and Stochastic Imitation52
Four-Objective Optimizations for an Improved Irreversible Closed Modified Simple Brayton Cycle52
Performance Evaluation of Construction Companies Using Integrated Entropy–Fuzzy VIKOR Model52
Software Requirements Classification Using Machine Learning Algorithms52
Information Entropy in Chemistry: An Overview52
Secure Image Encryption Algorithm Based on Hyperchaos and Dynamic DNA Coding52
Federated Quantum Machine Learning52
Knowledge Discovery for Higher Education Student Retention Based on Data Mining: Machine Learning Algorithms and Case Study in Chile49
An Appraisal of Incremental Learning Methods49
An Insider Data Leakage Detection Using One-Hot Encoding, Synthetic Minority Oversampling and Machine Learning Techniques49
Aspects of Chemical Entropy Generation in Flow of Casson Nanofluid between Radiative Stretching Disks49
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations49
Application of Euler Neural Networks with Soft Computing Paradigm to Solve Nonlinear Problems Arising in Heat Transfer48
A Chaotic-Based Encryption/Decryption Framework for Secure Multimedia Communications47
Four-Objective Optimization of Irreversible Atkinson Cycle Based on NSGA-II47
Nonlinear Measures to Evaluate Upright Postural Stability: A Systematic Review46
Discrete Transforms and Matrix Rotation Based Cancelable Face and Fingerprint Recognition for Biometric Security Applications46
Entropy Based Pythagorean Probabilistic Hesitant Fuzzy Decision Making Technique and Its Application for Fog-Haze Factor Assessment Problem45
A Hybrid Deep Learning Model for Brain Tumour Classification45
Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks45
Efficient Multi-Object Detection and Smart Navigation Using Artificial Intelligence for Visually Impaired People44
Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph44
The Entropy Universe44
A New Adaptive Synergetic Control Design for Single Link Robot Arm Actuated by Pneumatic Muscles43
ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset43
Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging43
Applications of Distributed-Order Fractional Operators: A Review42
Stock Market Volatility and Return Analysis: A Systematic Literature Review42
A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors41
A Dynamic DNA Color Image Encryption Method Based on SHA-51241
Performance Optimization of a Condenser in Ocean Thermal Energy Conversion (OTEC) System Based on Constructal Theory and a Multi-Objective Genetic Algorithm40
Machine Learning Based Automated Segmentation and Hybrid Feature Analysis for Diabetic Retinopathy Classification Using Fundus Image40
Training Multilayer Perceptron with Genetic Algorithms and Particle Swarm Optimization for Modeling Stock Price Index Prediction39
A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation39
A Lightweight YOLOv4-Based Forestry Pest Detection Method Using Coordinate Attention and Feature Fusion39
Frictional Wear and Corrosion Behavior of AlCoCrFeNi High-Entropy Alloy Coatings Synthesized by Atmospheric Plasma Spraying39
Double Feature Extraction Method of Ship-Radiated Noise Signal Based on Slope Entropy and Permutation Entropy38
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation38
Modification of the Logistic Map Using Fuzzy Numbers with Application to Pseudorandom Number Generation and Image Encryption38
The Role of Entropy in the Development of Economics38
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts38
A Dual Measure of Uncertainty: The Deng Extropy38
Thermodynamics in Ecology—An Introductory Review37
Future Perspectives of Finite-Time Thermodynamics37
Effects of Chemical Species and Nonlinear Thermal Radiation with 3D Maxwell Nanofluid Flow with Double Stratification—An Analytical Solution37
A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches37
A Fault Diagnosis Method Considering Meteorological Factors for Transmission Networks Based on P Systems37
Molecular Mean-Field Theory of Ionic Solutions: A Poisson-Nernst-Planck-Bikerman Model37
Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition36
Techno-Economic Optimization of CSP Plants with Free-Falling Particle Receivers36
Generalised Geometric Brownian Motion: Theory and Applications to Option Pricing36
Distributed Deep Fusion Predictor for a Multi-Sensor System Based on Causality Entropy36
Randomness, Informational Entropy, and Volatility Interdependencies among the Major World Markets: The Role of the COVID-19 Pandemic35
Robust Aggregation Operators for Intuitionistic Fuzzy Hypersoft Set with Their Application to Solve MCDM Problem35
An Analytical Technique, Based on Natural Transform to Solve Fractional-Order Parabolic Equations35
The Truncated Cauchy Power Family of Distributions with Inference and Applications35
A Labeling Method for Financial Time Series Prediction Based on Trends35
Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data35
Measuring Uncertainty in the Negation Evidence for Multi-Source Information Fusion35
Separated Channel Attention Convolutional Neural Network (SC-CNN-Attention) to Identify ADHD in Multi-Site Rs-fMRI Dataset35
A New Parametric Life Distribution with Modified Bagdonavičius–Nikulin Goodness-of-Fit Test for Censored Validation, Properties, Applications, and Different Estimation Methods35
Stochastic Chaos and Markov Blankets35
Spatial Correlation Network and Regional Differences for the Development of Digital Economy in China34
Hyperledger Fabric Access Control System for Internet of Things Layer in Blockchain-Based Applications34
Radiative MHD Nanofluid Flow over a Moving Thin Needle with Entropy Generation in a Porous Medium with Dust Particles and Hall Current34
The World as a Neural Network34
Patient No-Show Prediction: A Systematic Literature Review34
Hyper-Chaotic Color Image Encryption Based on Transformed Zigzag Diffusion and RNA Operation34
An Electric Fish-Based Arithmetic Optimization Algorithm for Feature Selection34
A Crop Image Segmentation and Extraction Algorithm Based on Mask RCNN33
Probabilistic Shaping for Finite Blocklengths: Distribution Matching and Sphere Shaping33
Competency in Navigating Arbitrary Spaces as an Invariant for Analyzing Cognition in Diverse Embodiments33
Normalized Multivariate Time Series Causality Analysis and Causal Graph Reconstruction33
Unifying Large- and Small-Scale Theories of Coordination33
Some New Hermite–Hadamard and Related Inequalities for Convex Functions via (p,q)-Integral33
Deep Spatio-Temporal Graph Network with Self-Optimization for Air Quality Prediction33
Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks33
Entropy Analysis of the Peristaltic Flow of Hybrid Nanofluid Inside an Elliptic Duct with Sinusoidally Advancing Boundaries33
A Caputo–Fabrizio Fractional-Order Model of HIV/AIDS with a Treatment Compartment: Sensitivity Analysis and Optimal Control Strategies33
Fifteen Years of Gene Set Analysis for High-Throughput Genomic Data: A Review of Statistical Approaches and Future Challenges32
Modules or Mean-Fields?32
A Technical Critique of Some Parts of the Free Energy Principle32
Improved YOLO Based Detection Algorithm for Floating Debris in Waterway31
Hybrid Algorithm Based on Ant Colony Optimization and Simulated Annealing Applied to the Dynamic Traveling Salesman Problem31
A Deep Learning Approach for Segmentation of Red Blood Cell Images and Malaria Detection31
Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals31
A New Discrete Analog of the Continuous Lindley Distribution, with Reliability Applications30
Anaerobic Digestion for Producing Renewable Energy—The Evolution of This Technology in a New Uncertain Scenario30
A Survey of Information Entropy Metrics for Complex Networks30
Optimized Piston Motion for an Alpha-Type Stirling Engine30
Probability Representation of Quantum States30
Reference Evapotranspiration Modeling Using New Heuristic Methods30
Evolution of Cooperation in the Presence of Higher-Order Interactions: From Networks to Hypergraphs30
Enhanced Slime Mould Algorithm for Multilevel Thresholding Image Segmentation Using Entropy Measures30
Investigation of Cyber-Security and Cyber-Crimes in Oil and Gas Sectors Using the Innovative Structures of Complex Intuitionistic Fuzzy Relations30
Discrete Memristor and Discrete Memristive Systems30
Entropy-Based GLDS Method for Social Capital Selection of a PPP Project with q-Rung Orthopair Fuzzy Information29
A Hybrid Multi-Criteria Decision-Making Approach Based on ANP-Entropy TOPSIS for Building Materials Supplier Selection29
Straggler-Aware Distributed Learning: Communication–Computation Latency Trade-Off29
Hybrid Adaptive Lossless Image Compression Based on Discrete Wavelet Transform29
The Conditional Entropy Bottleneck29
Information Search and Financial Markets under COVID-1929
Breakpoint Analysis for the COVID-19 Pandemic and Its Effect on the Stock Markets29
On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys29
Nowcasting Avalanches as Earthquakes and the Predictability of Strong Avalanches in the Olami-Feder-Christensen Model28
Cryptocurrency Market Consolidation in 2020–202128
Ensemble Learning Using Fuzzy Weights to Improve Learning Style Identification for Adapted Instructional Routines28
A Multi-Scale Feature Fusion Method Based on U-Net for Retinal Vessel Segmentation28
A Rolling Bearing Fault Diagnosis Method Based on EEMD-WSST Signal Reconstruction and Multi-Scale Entropy28
Amazon Employees Resources Access Data Extraction via Clonal Selection Algorithm and Logic Mining Approach28
Selection of the Optimal Number of Topics for LDA Topic Model—Taking Patent Policy Analysis as an Example28
A Comparative Study of Common Nature-Inspired Algorithms for Continuous Function Optimization28
Evolving Dynamic S-Boxes Using Fractional-Order Hopfield Neural Network Based Scheme28
Entropy Generation and Mixed Convection Flow Inside a Wavy-Walled Enclosure Containing a Rotating Solid Cylinder and a Heat Source28
A Discretization Approach for the Nonlinear Fractional Logistic Equation28
Information Theory in Computational Biology: Where We Stand Today27
Evaluation of Feature Extraction and Classification for Lower Limb Motion Based on sEMG Signal27
Reliable Recurrence Algorithm for High-Order Krawtchouk Polynomials27
Working Memory Decline in Alzheimer’s Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS27
Quantum Finite-Time Thermodynamics: Insight from a Single Qubit Engine27
Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data27
Multiscale Entropy Approaches and Their Applications27
Simple Equations Method (SEsM): Algorithm, Connection with Hirota Method, Inverse Scattering Transform Method, and Several Other Methods27
Multi-Level Image Thresholding Based on Modified Spherical Search Optimizer and Fuzzy Entropy26
Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator26
A Short Review on Minimum Description Length: An Application to Dimension Reduction in PCA26
Effects of Glass Transition and Structural Relaxation on Crystal Nucleation: Theoretical Description and Model Analysis26
Two Faced Janus of Quantum Nonlocality26
Fractional Deng Entropy and Extropy and Some Applications26
Analyzing the Effects of Topological Defect (TD) on the Energy Spectra and Thermal Properties of LiH, TiC and I2 Diatomic Molecules26
Deep Task-Based Quantization26
Retinex-Based Fast Algorithm for Low-Light Image Enhancement26
Performance Optimizations with Single-, Bi-, Tri-, and Quadru-Objective for Irreversible Diesel Cycle26
Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning25
Hall Effect on Radiative Casson Fluid Flow with Chemical Reaction on a Rotating Cone through Entropy Optimization25
An Entropy-Based Approach to Portfolio Optimization25
Answering Schrödinger’s “What Is Life?”25
Light-Front Field Theory on Current Quantum Computers25
Application of Parameter Optimized Variational Mode Decomposition Method in Fault Feature Extraction of Rolling Bearing25
Optic Disc Segmentation Using Attention-Based U-Net and the Improved Cross-Entropy Convolutional Neural Network25
Power and Efficiency Optimization for Open Combined Regenerative Brayton and Inverse Brayton Cycles with Regeneration before the Inverse Cycle25
Quantum Machine Learning: A Review and Case Studies25
Natural Time Analysis: The Area under the Receiver Operating Characteristic Curve of the Order Parameter Fluctuations Minima Preceding Major Earthquakes25
An Overview of Key Technologies in Physical Layer Security25
Attention Mechanisms and Their Applications to Complex Systems25
An Extended FMEA Model Based on Cumulative Prospect Theory and Type-2 Intuitionistic Fuzzy VIKOR for the Railway Train Risk Prioritization25
A Digital Image Confidentiality Scheme Based on Pseudo-Quantum Chaos and Lucas Sequence25
Microstructural Degradation of the AlMo0.5NbTa0.5TiZr Refractory Metal High-Entropy Superalloy at Elevated Temperatures25
Noise Reduction in Spur Gear Systems24
A Review of Shannon and Differential Entropy Rate Estimation24
Application of ICEEMDAN Energy Entropy and AFSA-SVM for Fault Diagnosis of Hoist Sheave Bearing24
Minimum Entropy Generation Rate and Maximum Yield Optimization of Sulfuric Acid Decomposition Process Using NSGA-II24
Dissipative Structures, Organisms and Evolution24
Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks24
Intuitionistic Fuzzy TOPSIS as a Method for Assessing Socioeconomic Phenomena on the Basis of Survey Data24
Analysis of Accelerometer and GPS Data for Cattle Behaviour Identification and Anomalous Events Detection24
The Truncated Burr X-G Family of Distributions: Properties and Applications to Actuarial and Financial Data24
Hyperchaotic Image Encryption Based on Multiple Bit Permutation and Diffusion24
Some Interesting Observations on the Free Energy Principle24
Ungulate Detection and Species Classification from Camera Trap Images Using RetinaNet and Faster R-CNN24
Financial Return Distributions: Past, Present, and COVID-1924
The Problem of Fairness in Synthetic Healthcare Data24
Analytical Parameter Estimation of the SIR Epidemic Model. Applications to the COVID-19 Pandemic24
A Hybrid Method Based on Extreme Learning Machine and Wavelet Transform Denoising for Stock Prediction24
Fermatean Fuzzy Schweizer–Sklar Operators and BWM-Entropy-Based Combined Compromise Solution Approach: An Application to Green Supplier Selection24
An Overview of Variational Autoencoders for Source Separation, Finance, and Bio-Signal Applications24
Entropy Production in Exactly Solvable Systems23
Effects of Match Location, Quality of Opposition and Match Outcome on Match Running Performance in a Portuguese Professional Football Team23
Large Deviations for Continuous Time Random Walks23
A Memory-Efficient Encoding Method for Processing Mixed-Type Data on Machine Learning23
A Study on Railway Surface Defects Detection Based on Machine Vision23
Assessing the Potential Earthquake Precursory Information in ULF Magnetic Data Recorded in Kanto, Japan during 2000–2010: Distance and Magnitude Dependences23
A Method for Estimating the Entropy of Time Series Using Artificial Neural Networks23
Modeling, Simulation, and Reconstruction of 2-Reservoir Heat-to-Power Processes in Finite-Time Thermodynamics23
A Hybrid Analysis-Based Approach to Android Malware Family Classification23
LPA-MNI: An Improved Label Propagation Algorithm Based on Modularity and Node Importance for Community Detection23
Optimized Ship-Radiated Noise Feature Extraction Approaches Based on CEEMDAN and Slope Entropy23
Time, Irreversibility and Entropy Production in Nonequilibrium Systems23
A Review of Security Evaluation of Practical Quantum Key Distribution System23
Distance-Based Knowledge Measure for Intuitionistic Fuzzy Sets with Its Application in Decision Making23
Gas Hydrate Combustion in Five Method of Combustion Organization23
A Review of Fractional Order Entropies23
Evolutionary Processes in Quantum Decision Theory23
Electricity, Heat, and Gas Load Forecasting Based on Deep Multitask Learning in Industrial-Park Integrated Energy System23
A Weighted Subdomain Adaptation Network for Partial Transfer Fault Diagnosis of Rotating Machinery23
The Emergence of Integrated Information, Complexity, and ‘Consciousness’ at Criticality23
On the Use of Concentrated Time–Frequency Representations as Input to a Deep Convolutional Neural Network: Application to Non Intrusive Load Monitoring23
Goal-Directed Planning for Habituated Agents by Active Inference Using a Variational Recurrent Neural Network23
Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks23
A Simplified Fractional Order PID Controller’s Optimal Tuning: A Case Study on a PMSM Speed Servo22
Joint Green Marketing Decision-Making of Green Supply Chain Considering Power Structure and Corporate Social Responsibility22
Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost22
Fact, Fiction, and Fitness22
Optimized Variational Mode Decomposition and Permutation Entropy with Their Application in Feature Extraction of Ship-Radiated Noise22
Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies22
Modeling of Eddy Current Welding of Rail: Three-Dimensional Simulation22
Emergence of Organisms22
Public Key Encryption with Keyword Search in Cloud: A Survey22
Modified Gerchberg–Saxton (G-S) Algorithm and Its Application22
Pulse Coupled Neural Network-Based Multimodal Medical Image Fusion via Guided Filtering and WSEML in NSCT Domain22
Shape Effect of Nanosize Particles on Magnetohydrodynamic Nanofluid Flow and Heat Transfer over a Stretching Sheet with Entropy Generation22
New Fast ApEn and SampEn Entropy Algorithms Implementation and Their Application to Supercomputer Power Consumption22
A Hybrid Domain Image Encryption Algorithm Based on Improved Henon Map22
A Combination Prediction Model of Long-Term Ionospheric foF2 Based on Entropy Weight Method22
Comparative Analysis of Energy and Exergy Performance of Hydrogen Production Methods22
Selection of Embedding Dimension and Delay Time in Phase Space Reconstruction via Symbolic Dynamics22
Endoreversible Modeling of a Hydraulic Recuperation System22
A New Two-Stage Algorithm for Solving Optimization Problems22
Finite-Time Thermodynamics in Economics21
Fractional Norms and Quasinorms Do Not Help to Overcome the Curse of Dimensionality21
Network Analysis of Multivariate Transfer Entropy of Cryptocurrencies in Times of Turbulence21
The Quantum Friction and Optimal Finite-Time Performance of the Quantum Otto Cycle21
3E-Net: Entropy-Based Elastic Ensemble of Deep Convolutional Neural Networks for Grading of Invasive Breast Carcinoma Histopathological Microscopic Images21
Sensor and Actuator Fault Diagnosis for Robot Joint Based on Deep CNN21
Mechanism Integrated Information21
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