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 2021-04-01 to 2025-04-01.)

Article	Citations
Internet of Things‐based healthcare system on patient demographic data in Health 4.0	146
Numerical‐discrete‐scheme‐incorporated recurrent neural network for tasks in natural language processing	144
Traceability model based on improved witness mechanism	96
Application of improved virtual sample and sparse representation in face recognition	91
Probabilistic time series forecasting with deep non‐linear state space models	80
Lumbar spine localisation method based on feature fusion	78
Rough set model based on variable universe	74
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization	72
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	72
Content‐based image retrieval using Gaussian–Hermite moments and firefly and grey wolf optimization	71
An EfficientNet integrated ResNet deep network and explainable AI for breast lesion classification from ultrasound images	68
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Research on trend prediction of component stock in fuzzy time series based on deep forest	63
Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysis	55
A privacy‐preserving method for publishing data with multiple sensitive attributes	54
Machine learning and human‐machine trust in healthcare: A systematic survey	54
A structural developmental neural network with information saturation for continual unsupervised learning	49
Iteration dependent interval based open‐closed‐loop iterative learning control for time varying systems with vector relative degree	46
Guest editorial: Machine Learning in Wireless Networks	45
Car‐following strategy of intelligent connected vehicle using extended disturbance observer adjusted by reinforcement learning	43
Random Strip Peeling: A novel lightweight image encryption for IoT devices based on colour planes permutation	41
3D medical image segmentation using the serial–parallel convolutional neural network and transformer based on cross‐window self‐attention	41
Guest Editorial: Special issue on explainable AI empowered for indoor positioning and indoor navigation	41
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Rethinking multi‐spatial information for transferable adversarial attacks on speaker recognition systems	38
A ResNet‐based approach for accurate radiographic diagnosis of knee osteoarthritis	36
Considering spatiotemporal evolutionary information in dynamic multi‐objective optimisation	36
Implicit policy constraint for offline reinforcement learning	35
Tjong: A transformer‐based Mahjong AI via hierarchical decision‐making and fan backward	35
Elite‐guided equilibrium optimiser based on information enhancement: Algorithm and mobile edge computing applications	34
Multi‐objective interval type‐2 fuzzy linear programming problem with vagueness in coefficient	32
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	31
Model adaptation via credible local context representation	31
Pre‐trained SAM as data augmentation for image segmentation	31
Fuzzy coloured petri nets‐based method to analyse and verify the functionality of software	29
Topological search and gradient descent boosted Runge–Kutta optimiser with application to engineering design and feature selection	29
Visible and near‐infrared image fusion based on information complementarity	29
A zeroing neurodynamics‐based location method for nodes in underwater acoustic sensor network	29
A multi‐feature‐based intelligent redundancy elimination scheme for cloud‐assisted health systems	29
Weakly supervised point cloud segmentation via deep morphological semantic information embedding	29
Semantic segmentation via pixel‐to‐center similarity calculation	29
Explainable human‐in‐the‐loop healthcare image information quality assessment and selection	28
Guest Editorial: Special issue on recent developments in advanced mechatronics systems	27
Correction to DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	27
Learning‐based tracking control of AUV: Mixed policy improvement and game‐based disturbance rejection	26
An object detection algorithm based on deep learning and salient feature fusion for roadside surveillance camera	26
Review on enhancing clinical decision support system using machine learning	25
Fast and flexible stack‐based inverse tone mapping	24
An activated variable parameter gradient‐based neural network for time‐variant constrained quadratic programming and its applications	24
Research on scheduling strategy for automated storage and retrieval system	23
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	23
A multiple sensitive attributes data publishing method with guaranteed information utility	23
Different hybrid machine intelligence techniques for handling IoT‐based imbalanced data	22
SDDNet: Infrared small and dim target detection network	22
Resource scheduling approach in cloud Testing as a Service using deep reinforcement learning algorithms	22
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	22
Deep learning for time series forecasting: The electric load case	22
ST‐SIGMA: Spatio‐temporal semantics and interaction graph aggregation for multi‐agent perception and trajectory forecasting	21
ECG‐TransCovNet: A hybrid transformer model for accurate arrhythmia detection using Electrocardiogram signals	21
Associative learning mechanism for drug‐target interaction prediction	21
Noise‐tolerate and adaptive coefficient zeroing neural network for solving dynamic matrix square root	21
DeepGCN based on variable multi‐graph and multimodal data for ASD diagnosis	21
WaveSeg‐UNet model for overlapped nuclei segmentation from multi‐organ histopathology images	21
Research on stock trend prediction method based on optimized random forest	20
Enhancing patient rehabilitation predictions with a hybrid anomaly detection model: Density‐based clustering and interquartile range methods	20
A robust deformed convolutional neural network (CNN) for image denoising	20
An efficient deep learning model for brain tumour detection with privacy preservation	20
Appearance consistency and motion coherence learning for internal video inpainting	20
Which is more faithful, seeing or saying? Multimodal sarcasm detection exploiting contrasting sentiment knowledge	19
Steganography based on quotient value differencing and pixel value correlation	19
Observation points classifier ensemble for high‐dimensional imbalanced classification	18
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	17
Feature extraction of partial discharge in low‐temperature composite insulation based on VMD‐MSE‐IF	17
Noise‐tolerant matched filter scheme supplemented with neural dynamics algorithm for sea island extraction	17

Multisource localization based on angle distribution of time–frequency points using an FOA microphone	16
Short‐time wind speed prediction based on Legendre multi‐wavelet neural network	16
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Leveraging hierarchical semantic‐emotional memory in emotional conversation generation	16
Construction of the rat brain spatial cell firing model on a quadruped robot	16
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Optimisation of sparse deep autoencoders for dynamic network embedding	15
Constrained tolerance rough set in incomplete information systems	15
Two kinds of average approximation accuracy	15
A federated learning scheme meets dynamic differential privacy	15
Mixed‐decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition	15
Correction to ‘Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification’	14
Graph neural network‐based attack prediction for communication‐based train control systems	14
Hyperspectral imagery quality assessment and band reconstruction using the prophet model	14
Exploring the spatiotemporal relationship between green infrastructure and urban heat island under multi‐source remote sensing imagery: A case study of Fuzhou City	14
Robust style injection for person image synthesis	13
An experimental study on fire characteristics of urban complex underground space based on BIM	13
Guest Editorial: Knowledge‐based deep learning system in bio‐medicine	12
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MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front	12
Developing phoneme‐based lip‐reading sentences system for silent speech recognition	12
Cavitation recognition of axial piston pumps in noisy environment based on Grad‐CAM visualization technique	12
Domain‐adapted driving scene understanding with uncertainty‐aware and diversified generative adversarial networks	12
Towards trustworthy multi‐modal motion prediction: Holistic evaluation and interpretability of outputs	12
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse	12
KitWaSor: Pioneering pre‐trained model for kitchen waste sorting with an innovative million‐level benchmark dataset	11
Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification	11
Automatic depression recognition by intelligent speech signal processing: A systematic survey	11
Domain‐independent adaptive histogram‐based features for pomegranate fruit and leaf diseases classification	11
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications	11
Learning feature alignment and dual correlation for few‐shot image classification	11
CORRIGENDUM	11
A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network	11