OOIR: Observatory of International Research

Papers

(The H4-Index of Information Sciences is 82. 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
Gradient-based optimizer: A new metaheuristic optimization algorithm	548
K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data	446
Fractal sorting matrix and its application on chaotic image encryption	316
An enhanced fast non-dominated solution sorting genetic algorithm for multi-objective problems	309
Root mean square error or mean absolute error? Use their ratio as well	229
Cross-plane colour image encryption using a two-dimensional logistic tent modular map	215
An Adaptive Polyploid Memetic Algorithm for scheduling trucks at a cross-docking terminal	213
Combining unsupervised and supervised learning in credit card fraud detection	198
Approximating XGBoost with an interpretable decision tree	196
CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances	185
Consensus of large-scale group decision making in social network: the minimum cost model based on robust optimization	181
A novel graph convolutional feature based convolutional neural network for stock trend prediction	174
Fuzzy best-worst method based on triangular fuzzy numbers for multi-criteria decision-making	165
A survey on facial emotion recognition techniques: A state-of-the-art literature review	157
A novel triple-image encryption and hiding algorithm based on chaos, compressive sensing and 3D DCT	153
Policy Iteration Reinforcement Learning-based control using a Grey Wolf Optimizer algorithm	143
RTFN: A robust temporal feature network for time series classification	142
Dynamic graph convolutional network for long-term traffic flow prediction with reinforcement learning	141
Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks	140
Score function based on concentration degree for probabilistic linguistic term sets: An application to TOPSIS and VIKOR	139
Sliding-mode surface-based adaptive actor-critic optimal control for switched nonlinear systems with average dwell time	138
JKT: A joint graph convolutional network based Deep Knowledge Tracing	134
HOBA: A novel feature engineering methodology for credit card fraud detection with a deep learning architecture	129
Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification	129
An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing	129

Attribute reduction with fuzzy rough self-information measures	127
Conflicting evidence combination from the perspective of networks	125
A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks	123
Detection of stealthy false data injection attacks against networked control systems via active data modification	122
A novel IoT network intrusion detection approach based on Adaptive Particle Swarm Optimization Convolutional Neural Network	121
Reinforcement Learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system	121
A distributed sensor-fault detection and diagnosis framework using machine learning	121
Hybrid-triggered-based security controller design for networked control system under multiple cyber attacks	120
A privacy image encryption algorithm based on piecewise coupled map lattice with multi dynamic coupling coefficient	120
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition	120
A reinforcement learning level-based particle swarm optimization algorithm for large-scale optimization	113
GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems	110
A new fractional one dimensional chaotic map and its application in high-speed image encryption	108
Multi-strategy particle swarm and ant colony hybrid optimization for airport taxiway planning problem	107
Dynamic event-triggered security control for networked control systems with cyber-attacks: A model predictive control approach	107
A novel fuzzy rough set model with fuzzy neighborhood operators	106
Bayesian optimization based dynamic ensemble for time series forecasting	106
Image encryption algorithm based on a 2D-CLSS hyperchaotic map using simultaneous permutation and diffusion	105
A cluster-based oversampling algorithm combining SMOTE and k-means for imbalanced medical data	104
Deep embedded multi-view clustering with collaborative training	104
RCSMOTE: Range-Controlled synthetic minority over-sampling technique for handling the class imbalance problem	103
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints	103
RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise	103
Co-evolutionary competitive swarm optimizer with three-phase for large-scale complex optimization problem	101
Autoencoder-based deep metric learning for network intrusion detection	100
A problem-specific non-dominated sorting genetic algorithm for supervised feature selection	100
Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient	99
MHAT: An efficient model-heterogenous aggregation training scheme for federated learning	99
A novel decision-making approach based on three-way decisions in fuzzy information systems	98
EHDHE: Enhancing security of healthcare documents in IoT-enabled digital healthcare ecosystems using blockchain	98
The improved AdaBoost algorithms for imbalanced data classification	98
A novel oversampling technique for class-imbalanced learning based on SMOTE and natural neighbors	96
Facial expression recognition with grid-wise attention and visual transformer	96
Multimodal medical image fusion based on joint bilateral filter and local gradient energy	96
An efficient surrogate-assisted hybrid optimization algorithm for expensive optimization problems	95
Semi-supervised adversarial discriminative learning approach for intelligent fault diagnosis of wind turbine	94
DP-SLAM: A visual SLAM with moving probability towards dynamic environments	94
An ensemble of differential evolution and Adam for training feed-forward neural networks	94
An incremental learning mechanism for object classification based on progressive fuzzy three-way concept	93
Blockchain-based public auditing and secure deduplication with fair arbitration	93
Group consensus via pinning control for a class of heterogeneous multi-agent systems with input constraints	92
An image encryption algorithm based on new chaos and diffusion values of a truth table	91
Spatiotemporal chaos in improved cross coupled map lattice and its application in a bit-level image encryption scheme	91
Resilient adaptive control of switched nonlinear cyber-physical systems under uncertain deception attacks	90
A novel ensemble deep learning model with dynamic error correction and multi-objective ensemble pruning for time series forecasting	90
Discovering high utility-occupancy patterns from uncertain data	88
A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems	87
A reinforcement learning approach for dynamic multi-objective optimization	87
Estimating priorities from relative deviations in pairwise comparison matrices	87
An improvement of rough sets’ accuracy measure using containment neighborhoods with a medical application	86

SocialLGN: Light graph convolution network for social recommendation	86
Corporate finance risk prediction based on LightGBM	86
Event-triggered predictive control for networked control systems with DoS attacks	85
Trajectory prediction for heterogeneous traffic-agents using knowledge correction data-driven model	84
Multi-class financial distress prediction based on support vector machines integrated with the decomposition and fusion methods	83
BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning	82
Generalized combination rule for evidential reasoning approach and Dempster–Shafer theory of evidence	82
A clustering- and maximum consensus-based model for social network large-scale group decision making with linguistic distribution	82