OOIR: Observatory of International Research

Papers

(The TQCC of CAAI Transactions on Intelligence Technology is 10. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Guest editorial: Machine Learning in Wireless Networks	167
An object detection algorithm based on deep learning and salient feature fusion for roadside surveillance camera	127
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	118
A multiple sensitive attributes data publishing method with guaranteed information utility	84
An EfficientNet integrated ResNet deep network and explainable AI for breast lesion classification from ultrasound images	81
Application of improved virtual sample and sparse representation in face recognition	80
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization	75
Internet of Things‐based healthcare system on patient demographic data in Health 4.0	66
Guest Editorial: Special issue on recent developments in advanced mechatronics systems	65
A privacy‐preserving method for publishing data with multiple sensitive attributes	63
Review on enhancing clinical decision support system using machine learning	62
	60
Car‐following strategy of intelligent connected vehicle using extended disturbance observer adjusted by reinforcement learning	57
A multi‐feature‐based intelligent redundancy elimination scheme for cloud‐assisted health systems	57
Traceability model based on improved witness mechanism	56
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	53
Guest Editorial: Special issue on explainable AI empowered for indoor positioning and indoor navigation	48
SDDNet: Infrared small and dim target detection network	45
	45
Differential fault location identification by machine learning	44
Fuzzy coloured petri nets‐based method to analyse and verify the functionality of software	38
Fast and flexible stack‐based inverse tone mapping	38
Topological search and gradient descent boosted Runge–Kutta optimiser with application to engineering design and feature selection	35
Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysis	31
Elite‐guided equilibrium optimiser based on information enhancement: Algorithm and mobile edge computing applications	31

Pre‐trained SAM as data augmentation for image segmentation	31
Multi‐objective interval type‐2 fuzzy linear programming problem with vagueness in coefficient	31
Implicit policy constraint for offline reinforcement learning	30
DeepGCN based on variable multi‐graph and multimodal data for ASD diagnosis	30
Explainable human‐in‐the‐loop healthcare image information quality assessment and selection	29
Model adaptation via credible local context representation	29
Tjong: A transformer‐based Mahjong AI via hierarchical decision‐making and fan backward	29
Semantic segmentation via pixel‐to‐center similarity calculation	28
Noise‐tolerate and adaptive coefficient zeroing neural network for solving dynamic matrix square root	28
Lumbar spine localisation method based on feature fusion	27
Acoustic detection of unknown bird species and individuals	27
Content‐based image retrieval using Gaussian–Hermite moments and firefly and grey wolf optimization	27
	27
An activated variable parameter gradient‐based neural network for time‐variant constrained quadratic programming and its applications	26
Deep learning for time series forecasting: The electric load case	25
A zeroing neurodynamics‐based location method for nodes in underwater acoustic sensor network	25
	25
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	24
Research on trend prediction of component stock in fuzzy time series based on deep forest	24
An efficient deep learning model for brain tumour detection with privacy preservation	24
Numerical‐discrete‐scheme‐incorporated recurrent neural network for tasks in natural language processing	23
WaveSeg‐UNet model for overlapped nuclei segmentation from multi‐organ histopathology images	23
Survey on vehicle map matching techniques	21
Considering spatiotemporal evolutionary information in dynamic multi‐objective optimisation	21
Research on scheduling strategy for automated storage and retrieval system	21
Different hybrid machine intelligence techniques for handling IoT‐based imbalanced data	21
Visible and near‐infrared image fusion based on information complementarity	21
Iteration dependent interval based open‐closed‐loop iterative learning control for time varying systems with vector relative degree	21
Weakly supervised point cloud segmentation via deep morphological semantic information embedding	20
Rethinking multi‐spatial information for transferable adversarial attacks on speaker recognition systems	20
A structural developmental neural network with information saturation for continual unsupervised learning	19
ECG‐TransCovNet: A hybrid transformer model for accurate arrhythmia detection using Electrocardiogram signals	19
Learning‐based tracking control of AUV: Mixed policy improvement and game‐based disturbance rejection	19
A robust deformed convolutional neural network (CNN) for image denoising	18
Random Strip Peeling: A novel lightweight image encryption for IoT devices based on colour planes permutation	18
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	18
Resource scheduling approach in cloud Testing as a Service using deep reinforcement learning algorithms	18
CHFS: Complex hesitant fuzzy sets‐their applications to decision making with different and innovative distance measures	18
Associative learning mechanism for drug‐target interaction prediction	18
Rough set model based on variable universe	17
Machine learning and human‐machine trust in healthcare: A systematic survey	16
3D medical image segmentation using the serial–parallel convolutional neural network and transformer based on cross‐window self‐attention	16
ST‐SIGMA: Spatio‐temporal semantics and interaction graph aggregation for multi‐agent perception and trajectory forecasting	16
Probabilistic time series forecasting with deep non‐linear state space models	16
A ResNet‐based approach for accurate radiographic diagnosis of knee osteoarthritis	16
Research on stock trend prediction method based on optimized random forest	16
Correction to DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	16
Construction of the rat brain spatial cell firing model on a quadruped robot	15
Leveraging hierarchical semantic‐emotional memory in emotional conversation generation	15
Domain‐adapted driving scene understanding with uncertainty‐aware and diversified generative adversarial networks	15

A hierarchical optimisation framework for pigmented lesion diagnosis	15
	14
Intelligent fitting global real‐time task scheduling strategy for high‐performance multi‐core systems	14
An experimental study on fire characteristics of urban complex underground space based on BIM	14
Guest Editorial: Knowledge‐based deep learning system in bio‐medicine	14
GP‐FMLNet: A feature matrix learning network enhanced by glyph and phonetic information for Chinese sentiment analysis	14
Consistent image processing based on co‐saliency	14
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	14
Constrained tolerance rough set in incomplete information systems	14
Noise‐tolerant matched filter scheme supplemented with neural dynamics algorithm for sea island extraction	14
Developing phoneme‐based lip‐reading sentences system for silent speech recognition	13
A federated learning scheme meets dynamic differential privacy	13
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications	13
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	13
Radar style transfer for metric robot localisation on lidar maps	13
Which is more faithful, seeing or saying? Multimodal sarcasm detection exploiting contrasting sentiment knowledge	13
CORRIGENDUM	12
	12
Short‐term and long‐term memory self‐attention network for segmentation of tumours in 3D medical images	12
Graph neural network‐based attack prediction for communication‐based train control systems	12
Free form deformation and symmetry constraint‐based multi‐modal brain image registration using generative adversarial nets	11
Optimisation of sparse deep autoencoders for dynamic network embedding	11
A dynamic bidirectional heuristic trust path search algorithm	11
DRRN: Differential rectification & refinement network for ischemic infarct segmentation	11
Robust style injection for person image synthesis	11
Steganography based on quotient value differencing and pixel value correlation	10
Target tracking method of Siamese networks based on the broad learning system	10
Cloud‐based video streaming services: Trends, challenges, and opportunities	10
Cavitation recognition of axial piston pumps in noisy environment based on Grad‐CAM visualization technique	10
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks	10
Side channel attacks for architecture extraction of neural networks	10
SDN‐based intrusion detection system for IoT using deep learning classifier (IDSIoT‐SDL)	10
A novel algorithm for distance measurement using stereo camera	10
Automatic depression recognition by intelligent speech signal processing: A systematic survey	10
An attention‐based cascade R‐CNN model for sternum fracture detection in X‐ray images	10