OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computing & Applications is 66. 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 2020-09-01 to 2024-09-01.)

Article	Citations
Prairie Dog Optimization Algorithm	313
A CNN-BiLSTM-AM method for stock price prediction	238
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	221
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	187
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	181
An improved fire detection approach based on YOLO-v8 for smart cities	171
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	156
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	149
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	146
SESF-Fuse: an unsupervised deep model for multi-focus image fusion	145
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	143
Improved YOLOv5 network for real-time multi-scale traffic sign detection	141
A review on COVID-19 forecasting models	126
Deep learning-based facial emotion recognition for human–computer interaction applications	125
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	125
Prediction of cement-based mortars compressive strength using machine learning techniques	122
MLDroid—framework for Android malware detection using machine learning techniques	117
Machine learning for landslides prevention: a survey	117
A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images	116
Efficient deep learning approach for augmented detection of Coronavirus disease	116
Deep learning techniques to classify agricultural crops through UAV imagery: a review	115
Harris hawks optimization: a comprehensive review of recent variants and applications	115
Innovative modeling techniques including MEP, ANN and FQ to forecast the compressive strength of geopolymer concrete modified with nanoparticles	114
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	104
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	99

Modified firefly algorithm for workflow scheduling in cloud-edge environment	99
Literature review: efficient deep neural networks techniques for medical image analysis	95
Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information	94
Deep neural network correlation learning mechanism for CT brain tumor detection	93
Risk prediction in financial management of listed companies based on optimized BP neural network under digital economy	92
Groundwater level prediction using machine learning algorithms in a drought-prone area	91
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms	90
An adaptive regeneration framework based on search space adjustment for differential evolution	89
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	88
A model-based collaborate filtering algorithm based on stacked AutoEncoder	88
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	86
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	83
Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature	83
Support vector regression (SVR) and grey wolf optimization (GWO) to predict the compressive strength of GGBFS-based geopolymer concrete	83
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint	83
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery	82
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review	79
Identifying crop water stress using deep learning models	78
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	78
Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically	78
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	77
Convolutional neural network-based models for diagnosis of breast cancer	77
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study	75
A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection	75
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem	75
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	74
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	74
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification	73
A review of artificial intelligence applied to path planning in UAV swarms	73
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	72
Parallel spatio-temporal attention-based TCN for multivariate time series prediction	72
Deep learning for procedural content generation	71
Attention mechanism in neural networks: where it comes and where it goes	69
FER-net: facial expression recognition using deep neural net	69
Deep learning for prediction of depressive symptoms in a large textual dataset	68
Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network	68
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results	68
A CNN based framework for classification of Alzheimer’s disease	67
ECNN: evaluating a cluster-neural network model for city innovation capability	67
ARIMA models for predicting the end of COVID-19 pandemic and the risk of second rebound	67
An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm	66