OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Computing & Applications is 64. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A CNN–LSTM model for gold price time-series forecasting	381
Prairie Dog Optimization Algorithm	215
A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength	192
Coronavirus herd immunity optimizer (CHIO)	185
A CNN-BiLSTM-AM method for stock price prediction	178
Blockchain for healthcare data management: opportunities, challenges, and future recommendations	177
Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm	163
A comprehensive survey of the Grasshopper optimization algorithm: results, variants, and applications	154
Machine learning and data analytics for the IoT	142
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification	138
Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT-assisted complex environment	131
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review	130
A review on COVID-19 forecasting models	119
Group search optimizer: a nature-inspired meta-heuristic optimization algorithm with its results, variants, and applications	119
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network	118
An efficient optimization approach for designing machine learning models based on genetic algorithm	118
A novel meta-heuristic search algorithm for solving optimization problems: capuchin search algorithm	114
SESF-Fuse: an unsupervised deep model for multi-focus image fusion	113
Efficient deep learning approach for augmented detection of Coronavirus disease	113
A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images	111
A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants	110
Battle royale optimization algorithm	107
A transformer-based approach to irony and sarcasm detection	106
Gazelle optimization algorithm: a novel nature-inspired metaheuristic optimizer	103
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation	101

MLDroid—framework for Android malware detection using machine learning techniques	100
A detection algorithm for cherry fruits based on the improved YOLO-v4 model	99
Machine learning for landslides prevention: a survey	98
Harris hawks optimization: a comprehensive review of recent variants and applications	92
Improved YOLOv5 network for real-time multi-scale traffic sign detection	92
Automatic lung cancer detection from CT image using improved deep neural network and ensemble classifier	91
CSCF: a chaotic sine cosine firefly algorithm for practical application problems	91
Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review	91
Deep learning-based facial emotion recognition for human–computer interaction applications	89
Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information	89
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems	87
Application of RBF neural network optimal segmentation algorithm in credit rating	87
Deep learning techniques to classify agricultural crops through UAV imagery: a review	86
Modified firefly algorithm for workflow scheduling in cloud-edge environment	85
Multimodal medical image fusion algorithm in the era of big data	85
Arabic handwriting recognition system using convolutional neural network	85
Super ensemble learning for daily streamflow forecasting: large-scale demonstration and comparison with multiple machine learning algorithms	85
Deep CNN models-based ensemble approach to driver drowsiness detection	84
An adaptive regeneration framework based on search space adjustment for differential evolution	83
A model-based collaborate filtering algorithm based on stacked AutoEncoder	80
Prediction of cement-based mortars compressive strength using machine learning techniques	77
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryption	75
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images	74
Deep neural network correlation learning mechanism for CT brain tumor detection	74
The monarch butterfly optimization algorithm for solving feature selection problems	74
Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically	72
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery	71
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities	71
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)	70
Literature review: efficient deep neural networks techniques for medical image analysis	69
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	68
Groundwater level prediction using machine learning algorithms in a drought-prone area	67
Convolutional neural network-based models for diagnosis of breast cancer	67
ECNN: evaluating a cluster-neural network model for city innovation capability	67
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves	67
Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach	66
Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature	66
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19	65
LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine	65
COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays	64
An optimization study based on Dijkstra algorithm for a network with trapezoidal picture fuzzy numbers	64
Density-weighted support vector machines for binary class imbalance learning	64
A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection	64
Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models	64
RETRACTED ARTICLE: Product modeling design based on genetic algorithm and BP neural network	64