OOIR: Observatory of International Research

Papers

(The H4-Index of Entropy is 48. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Explainable AI: A Review of Machine Learning Interpretability Methods	999
Deep Learning for Stock Market Prediction	189
High-Entropy Alloys for Advanced Nuclear Applications	142
An Efficient DenseNet-Based Deep Learning Model for Malware Detection	127
Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network	120
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion	113
Classification of Covid-19 Coronavirus, Pneumonia and Healthy Lungs in CT Scans Using Q-Deformed Entropy and Deep Learning Features	109
Entropy Analysis on the Blood Flow through Anisotropically Tapered Arteries Filled with Magnetic Zinc-Oxide (ZnO) Nanoparticles	108
A New Algorithm for Digital Image Encryption Based on Chaos Theory	95
Automatic Recognition of Human Interaction via Hybrid Descriptors and Maximum Entropy Markov Model Using Depth Sensors	91
Why the Mittag-Leffler Function Can Be Considered the Queen Function of the Fractional Calculus?	82
Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering	78
Wearable Inertial Sensors for Daily Activity Analysis Based on Adam Optimization and the Maximum Entropy Markov Model	77
Dark Energy with Phantom Crossing and the H0 Tension	76
Complexity Analysis of Surface Electromyography for Assessing the Myoelectric Manifestation of Muscle Fatigue: A Review	74
Entropy and the Brain: An Overview	71
An Elementary Introduction to Information Geometry	69
A Variational Bayesian Deep Network with Data Self-Screening Layer for Massive Time-Series Data Forecasting	69
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm	67
How It All Began	64
Nonlinear Neutral Delay Differential Equations of Fourth-Order: Oscillation of Solutions	64
Complexity in Economic and Social Systems: Cryptocurrency Market at around COVID-19	63
Deep Learning Methods for Heart Sounds Classification: A Systematic Review	63
Information Entropy in Chemistry: An Overview	63
An Insider Data Leakage Detection Using One-Hot Encoding, Synthetic Minority Oversampling and Machine Learning Techniques	62

Sentiment Analysis of Persian Movie Reviews Using Deep Learning	59
Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM	59
Salient Object Detection Techniques in Computer Vision—A Survey	56
Secure Image Encryption Algorithm Based on Hyperchaos and Dynamic DNA Coding	56
Federated Quantum Machine Learning	56
A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score	55
Geometric Optimisation of Quantum Thermodynamic Processes	55
Optimal Control of Time-Delay Fractional Equations via a Joint Application of Radial Basis Functions and Collocation Method	55
An Improved Encoder-Decoder Network Based on Strip Pool Method Applied to Segmentation of Farmland Vacancy Field	54
Performance Evaluation of Construction Companies Using Integrated Entropy–Fuzzy VIKOR Model	54
An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems	54
Nonlinear Measures to Evaluate Upright Postural Stability: A Systematic Review	54
Four-Objective Optimizations for an Improved Irreversible Closed Modified Simple Brayton Cycle	53
Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging	53
Software Requirements Classification Using Machine Learning Algorithms	53
An Appraisal of Incremental Learning Methods	51
Knowledge Discovery for Higher Education Student Retention Based on Data Mining: Machine Learning Algorithms and Case Study in Chile	51
A Hybrid Deep Learning Model for Brain Tumour Classification	51
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations	50
Stock Market Volatility and Return Analysis: A Systematic Literature Review	50
ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset	50
Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks	49
Discrete Transforms and Matrix Rotation Based Cancelable Face and Fingerprint Recognition for Biometric Security Applications	49
A Chaotic-Based Encryption/Decryption Framework for Secure Multimedia Communications	48
Application of Euler Neural Networks with Soft Computing Paradigm to Solve Nonlinear Problems Arising in Heat Transfer	48
Four-Objective Optimization of Irreversible Atkinson Cycle Based on NSGA-II	48