OOIR: Observatory of International Research

Papers

(The H4-Index of Entropy is 44. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Explainable AI: A Review of Machine Learning Interpretability Methods	1344
High-Entropy Alloys for Advanced Nuclear Applications	180
An Efficient DenseNet-Based Deep Learning Model for Malware Detection	160
Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network	144
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion	138
Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering	128
A New Algorithm for Digital Image Encryption Based on Chaos Theory	116
Why the Mittag-Leffler Function Can Be Considered the Queen Function of the Fractional Calculus?	94
Dark Energy with Phantom Crossing and the H0 Tension	86
Information Entropy in Chemistry: An Overview	81
An Insider Data Leakage Detection Using One-Hot Encoding, Synthetic Minority Oversampling and Machine Learning Techniques	80
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm	80
Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging	76
A Hybrid Deep Learning Model for Brain Tumour Classification	75
Deep Learning Methods for Heart Sounds Classification: A Systematic Review	75
A Variational Bayesian Deep Network with Data Self-Screening Layer for Massive Time-Series Data Forecasting	71
Federated Quantum Machine Learning	70
Knowledge Discovery for Higher Education Student Retention Based on Data Mining: Machine Learning Algorithms and Case Study in Chile	70
A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score	67
Nonlinear Neutral Delay Differential Equations of Fourth-Order: Oscillation of Solutions	67
Sentiment Analysis of Persian Movie Reviews Using Deep Learning	66
ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset	64
Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM	63
Nonlinear Measures to Evaluate Upright Postural Stability: A Systematic Review	62
Applications of Distributed-Order Fractional Operators: A Review	61

Performance Evaluation of Construction Companies Using Integrated Entropy–Fuzzy VIKOR Model	58
A Chaotic-Based Encryption/Decryption Framework for Secure Multimedia Communications	58
An Improved Encoder-Decoder Network Based on Strip Pool Method Applied to Segmentation of Farmland Vacancy Field	56
An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems	55
The Entropy Universe	54
Four-Objective Optimizations for an Improved Irreversible Closed Modified Simple Brayton Cycle	54
Deep Spatio-Temporal Graph Network with Self-Optimization for Air Quality Prediction	52
Discrete Memristor and Discrete Memristive Systems	52
Selection of the Optimal Number of Topics for LDA Topic Model—Taking Patent Policy Analysis as an Example	51
Discrete Transforms and Matrix Rotation Based Cancelable Face and Fingerprint Recognition for Biometric Security Applications	50
Application of Euler Neural Networks with Soft Computing Paradigm to Solve Nonlinear Problems Arising in Heat Transfer	49
Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition	47
A Crop Image Segmentation and Extraction Algorithm Based on Mask RCNN	47
Quantum Machine Learning: A Review and Case Studies	46
A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation	46
Future Perspectives of Finite-Time Thermodynamics	46
A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors	46
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation	45
Spatial Correlation Network and Regional Differences for the Development of Digital Economy in China	44
A Survey of Information Entropy Metrics for Complex Networks	44