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 2022-05-01 to 2026-05-01.)

Article	Citations
A multiple sensitive attributes data publishing method with guaranteed information utility	211
A zeroing neurodynamics‐based location method for nodes in underwater acoustic sensor network	147
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	145
Traceability model based on improved witness mechanism	116
An Object Detection Algorithm Based on Deep Learning and Salient Feature Fusion for Roadside Surveillance Camera	102
TCSR‐SQL: Towards Table Content‐Aware Text‐to‐SQL With Self‐Retrieval	100
Energy Efficient VM Selection Using CSOA‐VM Model in Cloud Data Centers	100
Review on enhancing clinical decision support system using machine learning	95
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	89
3D medical image segmentation using the serial–parallel convolutional neural network and transformer based on cross‐window self‐attention	86
Optimising PID Controllers for Multi‐Area Automatic Generation Control With Improved NSGA‐II	84
Target tracking method of Siamese networks based on the broad learning system	76
SDDNet: Infrared small and dim target detection network	76
Noise‐tolerant matched filter scheme supplemented with neural dynamics algorithm for sea island extraction	74
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications	67
Optimisation of sparse deep autoencoders for dynamic network embedding	59
Overlapping community‐based particle swarm optimization algorithm for influence maximization in social networks	57
Vision‐audio fusion SLAM in dynamic environments	54
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Cloud‐based video streaming services: Trends, challenges, and opportunities	46
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	46
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC‐ResNet	46
Design of a Marker‐Based Human–Robot Following Motion Control Strategy	42
PointGeo: Geometry Transformer for Point Cloud Analysis	42
Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India	39

Sequential selection and calibration of video frames for 3D outdoor scene reconstruction	39
A dual benchmarking study of facial forgery and facial forensics	39
An object detection approach with residual feature fusion and second‐order term attention mechanism	39
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A verifiable essential secret image sharing scheme based on HLRs (VESIS‐( t , s , k	37
A Universal Meta‐Heuristic Framework for Influence Maximisation in Hypergraphs	35
A Novel Flexible Kernel Density Estimator for Multimodal Probability Density Functions	35
Support vector machine with discriminative low‐rank embedding	34
Optimising Wave Energy Plant Location Through Neutrosophic Multi‐Criteria Group Decision‐Making	33
MVI‐Depth: Multi‐View Indoor Depth Estimation Based on the Fusion of Semantic Information	33
Feature selection: Key to enhance node classification with graph neural networks	31
Extraction of typical operating scenarios of new power system based on deep time series aggregation	31
Lateral interaction by Laplacian‐based graph smoothing for deep neural networks	30
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A versatile humanoid robot platform for dexterous manipulation and human–robot collaboration	30
A real‐world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection	29
A criterion for selecting the appropriate one from the trained models for model‐based offline policy evaluation	28
Enabling pandemic‐resilient healthcare: Narrowband Internet of Things and edge intelligence for real‐time monitoring	28
Two‐Stage Early Exiting From Globality Towards Reliability	28
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A demonstration trajectory segmentation approach for wheelchair‐mounted assistive robots	27
A self‐learning human‐machine cooperative control method based on driver intention recognition	26
Clustering‐based recommendation method with enhanced grasshopper optimisation algorithm	26
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module	26
Edge‐guided representation learning for underwater object detection	25
RDHNet: Reversible Data Hiding Method for Securing Colour Images Using AlexNet and Watershed Transform in a Fusion Domain	25
A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation	25
Geometric prior guided hybrid deep neural network for facial beauty analysis	24
Graph neural link predictor based on cycle structure	23
Bayesian attention‐based user behaviour modelling for click‐through rate prediction	23
Multi‐Scale Transformer for Image Restoration	22
Topology‐aware tensor decomposition for meta‐graph learning	22
Hybrid Distributed and Decentralised Reinforcement Learning for Formation Control of Multi‐Robots With Obstacle Avoidance	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
Design and Validation of Zeroing Neural Network With Active Noise Rejection Capability for Time‐Varying Problems Solving	21
Thermoelectric energy harvesting for internet of things devices using machine learning: A review	20
Empowering and conquering infirmity of visually impaired using AI‐technology equipped with object detection and real‐time voice feedback system in healthcare application	20
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Towards Generalisable and Explainable Traffic Signal Control via Deep Reinforcement Learning and Large Language Models	19
RailPC: A large‐scale railway point cloud semantic segmentation dataset	19
Deviation‐Guided Attention for Semi‐Supervised Anomaly Detection With Contrastive Regularisation	19
Forecasting patient demand at urgent care clinics using explainable machine learning	19
Multi‐Agent Reinforcement Learning Driven Dynamic Resource Optimisation in Healthcare Transportation Networks	19
Multi‐omics graph convolutional networks for digestive system tumour classification and early‐late stage diagnosis	18
Medical knowledge graph question answering for drug‐drug interaction prediction based on multi‐hop machine reading comprehension	18
Needle detection and localisation for robot‐assisted subretinal injection using deep learning	18
Correction to DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	17
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	17
User privacy prevention model using supervised federated learning‐based block chain approach for internet of Medical Things	17

Weakly supervised point cloud segmentation via deep morphological semantic information embedding	17
An efficient deep learning model for brain tumour detection with privacy preservation	16
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse	16
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	16
DeepGCN based on variable multi‐graph and multimodal data for ASD diagnosis	16
	15
Geometry‐Enhanced Implicit Function for Detailed Clothed Human Reconstruction With RGB‐D Input	15
MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front	15
Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification	15
Radar style transfer for metric robot localisation on lidar maps	15
Tibetan Few‐Shot Learning Model With Deep Contextualised Two‐Level Word Embeddings	15
The early Japanese books reorganization by combining image processing and deep learning	15
Pruning method for dendritic neuron model based on dendrite layer significance constraints	14
Graph neural network‐based attack prediction for communication‐based train control systems	14
Robotic Cell Micromanipulation Skill Learning via Imitation‐Enhanced Reinforcement Learning	14
A UAV Air Combat Trajectory Prediction Method Based on QCNet	14
A Novel AI‐Driven Expert System for Obesity Diagnosis and Personalised Treatment	14
SFNIC: Hybrid Spatial‐Frequency Information for Lightweight Neural Image Compression	14
Fault‐Tolerant Fuzzy Boundary Control for Nonlinear Distributed Parameter Systems Under Limited Measurements and Markovian Failures	14
An artificial systems, computational experiments and parallel execution‐based surface electromyogram‐driven anti‐disturbance zeroing neurodynamic strategy for upper limb human‐robot interaction contro	13
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	13
Longitudinal velocity control of autonomous driving based on extended state observer	13
An improved bearing fault detection strategy based on artificial bee colony algorithm	13
Multi‐station multi‐robot task assignment method based on deep reinforcement learning	12
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	12
Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things	12
Transfer learning from T1‐weighted to T2‐weighted Magnetic resonance sequences for brain image segmentation	12
Semi‐Supervised Instrument Segmentation for Endoscopic Spinal Surgery	12
Conditional selection with CNN augmented transformer for multimodal affective analysis	12
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A novel medical image data protection scheme for smart healthcare system	12
A Quantised Push‐Sum Distributed Adaptive Momentum Algorithm for Optimisation Over Directed Networks	12
Point‐PC: Point cloud completion guided by prior knowledge via causal inference	12
Deep learning on medical image analysis	12
Sparse representation scheme with enhanced medium pixel intensity for face recognition	12
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
Novel multi‐domain attention for abstractive summarisation	11
A Temporal Correlation Networks Based on Interactive Modelling for Remote Sensing Images Change Detection	11
RNN‐Based Sequence‐Aware Recommenders for Tourist Attractions	11
HPoolGCL: Augmentation‐Free Cross‐Granularity Graph Contrastive Learning With Hierarchical Pooling	11
Humanoid control of lower limb exoskeleton robot based on human gait data with sliding mode neural network	11
Guest Editorial: Special Issue on Al Technologies and Applications in Medical Robots	11
An advanced discrete‐time RNN for handling discrete time‐varying matrix inversion: Form model design to disturbance‐suppression analysis	11
TF‐MEET: A Transferable Fusion Multi‐Band Transformer for Cross‐Session EEG Decoding	11
V‐UNet: Medical Image Segmentation Based on Variational Attention Mechanism	11
TNCOA: Efficient Exploration via Observation‐Action Constraint on Trajectory‐Based Intrinsic Reward	11