OOIR: Observatory of International Research

Papers

(The TQCC of CAAI Transactions on Intelligence Technology is 11. 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 2022-01-01 to 2026-01-01.)

Article	Citations
TCSR‐SQL: Towards Table Content‐Aware Text‐to‐SQL With Self‐Retrieval	194
A multiple sensitive attributes data publishing method with guaranteed information utility	132
A zeroing neurodynamics‐based location method for nodes in underwater acoustic sensor network	129
Energy Efficient VM Selection Using CSOA‐VM Model in Cloud Data Centers	119
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	97
An object detection algorithm based on deep learning and salient feature fusion for roadside surveillance camera	96
Traceability model based on improved witness mechanism	89
3D medical image segmentation using the serial–parallel convolutional neural network and transformer based on cross‐window self‐attention	83
Review on enhancing clinical decision support system using machine learning	82
Optimising PID Controllers for Multi‐Area Automatic Generation Control With Improved NSGA‐II	78
SDDNet: Infrared small and dim target detection network	74
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	74
	73
A hierarchical optimisation framework for pigmented lesion diagnosis	71
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications	70
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC‐ResNet	68
Noise‐tolerant matched filter scheme supplemented with neural dynamics algorithm for sea island extraction	67
Optimisation of sparse deep autoencoders for dynamic network embedding	66
Vision‐audio fusion SLAM in dynamic environments	62
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	60
Cavitation recognition of axial piston pumps in noisy environment based on Grad‐CAM visualization technique	54
Cloud‐based video streaming services: Trends, challenges, and opportunities	51
Overlapping community‐based particle swarm optimization algorithm for influence maximization in social networks	45
Target tracking method of Siamese networks based on the broad learning system	43
Optimising Wave Energy Plant Location Through Neutrosophic Multi‐Criteria Group Decision‐Making	41

Design of a Marker‐Based Human–Robot Following Motion Control Strategy	41
Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India	40
Sequential selection and calibration of video frames for 3D outdoor scene reconstruction	39
A dual benchmarking study of facial forgery and facial forensics	38
MVI‐Depth: Multi‐View Indoor Depth Estimation Based on the Fusion of Semantic Information	37
	37
A verifiable essential secret image sharing scheme based on HLRs (VESIS‐( t , s , k	36
Support vector machine with discriminative low‐rank embedding	36
An object detection approach with residual feature fusion and second‐order term attention mechanism	35
PointGeo: Geometry Transformer for Point Cloud Analysis	35
Extraction of typical operating scenarios of new power system based on deep time series aggregation	34
A Novel Flexible Kernel Density Estimator for Multimodal Probability Density Functions	34
Feature selection: Key to enhance node classification with graph neural networks	34
A Universal Meta‐Heuristic Framework for Influence Maximisation in Hypergraphs	33
A versatile humanoid robot platform for dexterous manipulation and human–robot collaboration	33
Two‐Stage Early Exiting From Globality Towards Reliability	30
Lateral interaction by Laplacian‐based graph smoothing for deep neural networks	30
RDHNet: Reversible Data Hiding Method for Securing Colour Images Using AlexNet and Watershed Transform in a Fusion Domain	30
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Clustering‐based recommendation method with enhanced grasshopper optimisation algorithm	28
	28
A demonstration trajectory segmentation approach for wheelchair‐mounted assistive robots	28
A self‐learning human‐machine cooperative control method based on driver intention recognition	27
A criterion for selecting the appropriate one from the trained models for model‐based offline policy evaluation	27
Enabling pandemic‐resilient healthcare: Narrowband Internet of Things and edge intelligence for real‐time monitoring	27
Edge‐guided representation learning for underwater object detection	25
A real‐world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection	25
Geometric prior guided hybrid deep neural network for facial beauty analysis	25
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module	24
Bayesian attention‐based user behaviour modelling for click‐through rate prediction	24
Empowering and conquering infirmity of visually impaired using AI‐technology equipped with object detection and real‐time voice feedback system in healthcare application	24
Topology‐aware tensor decomposition for meta‐graph learning	23
Hybrid Distributed and Decentralised Reinforcement Learning for Formation Control of Multi‐Robots With Obstacle Avoidance	23
Design and Validation of Zeroing Neural Network With Active Noise Rejection Capability for Time‐Varying Problems Solving	22
Multi‐Scale Transformer for Image Restoration	21
Thermoelectric energy harvesting for internet of things devices using machine learning: A review	21
UNO: Unified Self‐Supervised Monocular Odometry for Platform‐Agnostic Deployment	21
Intelligent Decision‐Making Driven by Large AI Models: Progress, Challenges and Prospects	21
Needle detection and localisation for robot‐assisted subretinal injection using deep learning	20
Graph neural link predictor based on cycle structure	20
Forecasting patient demand at urgent care clinics using explainable machine learning	19
A robust sparse representation algorithm based on adaptive joint dictionary	19
Multi‐omics graph convolutional networks for digestive system tumour classification and early‐late stage diagnosis	19
Medical knowledge graph question answering for drug‐drug interaction prediction based on multi‐hop machine reading comprehension	19
User privacy prevention model using supervised federated learning‐based block chain approach for internet of Medical Things	19
Deviation‐Guided Attention for Semi‐Supervised Anomaly Detection With Contrastive Regularisation	19
RailPC: A large‐scale railway point cloud semantic segmentation dataset	18
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	18
A comprehensive review on deep learning approaches in wind forecasting applications	18
	18

Correction to DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	18
DeepGCN based on variable multi‐graph and multimodal data for ASD diagnosis	17
Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification	17
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	17
Weakly supervised point cloud segmentation via deep morphological semantic information embedding	17
Feature extraction of partial discharge in low‐temperature composite insulation based on VMD‐MSE‐IF	17
An efficient deep learning model for brain tumour detection with privacy preservation	17
The early Japanese books reorganization by combining image processing and deep learning	17
Geometry‐Enhanced Implicit Function for Detailed Clothed Human Reconstruction With RGB‐D Input	16
MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front	15
Radar style transfer for metric robot localisation on lidar maps	15
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse	15
Tibetan Few‐Shot Learning Model With Deep Contextualised Two‐Level Word Embeddings	15
	15
Robotic Cell Micromanipulation Skill Learning via Imitation‐Enhanced Reinforcement Learning	14
A Novel AI‐Driven Expert System for Obesity Diagnosis and Personalised Treatment	14
Multimodal feature fusion based on object relation for video captioning	14
Graph neural network‐based attack prediction for communication‐based train control systems	13
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	13
Longitudinal velocity control of autonomous driving based on extended state observer	13
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	13
SFNIC: Hybrid Spatial‐Frequency Information for Lightweight Neural Image Compression	12
A UAV Air Combat Trajectory Prediction Method Based on QCNet	12
Conditional selection with CNN augmented transformer for multimodal affective analysis	12
Multi‐station multi‐robot task assignment method based on deep reinforcement learning	12
Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things	12
An artificial systems, computational experiments and parallel execution‐based surface electromyogram‐driven anti‐disturbance zeroing neurodynamic strategy for upper limb human‐robot interaction contro	12
Semi‐Supervised Instrument Segmentation for Endoscopic Spinal Surgery	12
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	12
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	12
An improved bearing fault detection strategy based on artificial bee colony algorithm	11
Sparse representation scheme with enhanced medium pixel intensity for face recognition	11
V‐UNet: Medical Image Segmentation Based on Variational Attention Mechanism	11
Point‐PC: Point cloud completion guided by prior knowledge via causal inference	11
Multi‐head attention graph convolutional network model: End‐to‐end entity and relation joint extraction based on multi‐head attention graph convolutional network	11
An advanced discrete‐time RNN for handling discrete time‐varying matrix inversion: Form model design to disturbance‐suppression analysis	11
Pruning method for dendritic neuron model based on dendrite layer significance constraints	11
Deep learning on medical image analysis	11
VSMI2 ${\text{VSMI}}^{\mathbf{2}}$‐PANet: Versatile Scale‐Malleable Image Integration and Patch Wise Attention Network With Transformer for Lung Tumour Segmentation Using Multi‐Modal Imaging Technique	11
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