OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computing & Applications is 63. 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
Prairie Dog Optimization Algorithm	318
A CNN-BiLSTM-AM method for stock price prediction	250
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	226
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	195
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	191
An improved fire detection approach based on YOLO-v8 for smart cities	188
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	161
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	154
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	153
Improved YOLOv5 network for real-time multi-scale traffic sign detection	150
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	147
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	133
Prediction of cement-based mortars compressive strength using machine learning techniques	130
Deep learning-based facial emotion recognition for human–computer interaction applications	128
A review on COVID-19 forecasting models	127
Innovative modeling techniques including MEP, ANN and FQ to forecast the compressive strength of geopolymer concrete modified with nanoparticles	126
Deep learning techniques to classify agricultural crops through UAV imagery: a review	123
Machine learning for landslides prevention: a survey	117
Efficient deep learning approach for augmented detection of Coronavirus disease	116
Harris hawks optimization: a comprehensive review of recent variants and applications	115
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	103
Literature review: efficient deep neural networks techniques for medical image analysis	101
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	100
Modified firefly algorithm for workflow scheduling in cloud-edge environment	99
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy	97

Deep neural network correlation learning mechanism for CT brain tumor detection	93
Groundwater level prediction using machine learning algorithms in a drought-prone area	92
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms	91
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	90
An adaptive regeneration framework based on search space adjustment for differential evolution	90
A model-based collaborate filtering algorithm based on stacked AutoEncoder	89
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint	88
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	88
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption	84
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves	84
Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete	83
Parallel spatio-temporal attention-based TCN for multivariate time series prediction	79
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review	79
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	78
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	77
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	76
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study	75
A review of artificial intelligence applied to path planning in UAV swarms	75
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem	75
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	74
Attention mechanism in neural networks: where it comes and where it goes	74
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification	73
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	72
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results	72
A modified Adam algorithm for deep neural network optimization	70
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network	69
FER-net: facial expression recognition using deep neural net	69
Deep learning for prediction of depressive symptoms in a large textual dataset	69
An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm	68
Transport infrastructure connectivity and conflict resolution: a machine learning analysis	68
Air quality prediction using CT-LSTM	67
Multiclass feature selection with metaheuristic optimization algorithms: a review	67
ECNN: evaluating a cluster-neural network model for city innovation capability	67
A CNN based framework for classification of Alzheimer’s disease	67
An efficient forecasting approach for resource utilization in cloud data center using CNN-LSTM model	66
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm	66
Artificial Neural Networks and Deep Learning in the Visual Arts: a review	66
Machine learning applications for COVID-19 outbreak management	63
Fine-tuned support vector regression model for stock predictions	63
A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities	63
Adaptive grey wolf optimizer	63