CAAI Transactions on Intelligence Technology

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
Machine learning and human‐machine trust in healthcare: A systematic survey	54
A privacy‐preserving method for publishing data with multiple sensitive attributes	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
Guest Editorial: Special issue on explainable AI empowered for indoor positioning and indoor navigation	41
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
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Rethinking multi‐spatial information for transferable adversarial attacks on speaker recognition systems	38
Considering spatiotemporal evolutionary information in dynamic multi‐objective optimisation	36
A ResNet‐based approach for accurate radiographic diagnosis of knee osteoarthritis	36
Tjong: A transformer‐based Mahjong AI via hierarchical decision‐making and fan backward	35
Implicit policy constraint for offline reinforcement learning	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
Model adaptation via credible local context representation	31
Pre‐trained SAM as data augmentation for image segmentation	31
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	31
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
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
Explainable human‐in‐the‐loop healthcare image information quality assessment and selection	28
Correction to DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	27
Guest Editorial: Special issue on recent developments in advanced mechatronics systems	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
An activated variable parameter gradient‐based neural network for time‐variant constrained quadratic programming and its applications	24
Fast and flexible stack‐based inverse tone mapping	24
A multiple sensitive attributes data publishing method with guaranteed information utility	23
Research on scheduling strategy for automated storage and retrieval system	23
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	23
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	22
Deep learning for time series forecasting: The electric load case	22
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
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
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
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
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
Steganography based on quotient value differencing and pixel value correlation	19
Which is more faithful, seeing or saying? Multimodal sarcasm detection exploiting contrasting sentiment knowledge	19
Observation points classifier ensemble for high‐dimensional imbalanced classification	18
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
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	17

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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
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
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
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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
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
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
Robust style injection for person image synthesis	13
An experimental study on fire characteristics of urban complex underground space based on BIM	13
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
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‐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
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
Improving data hiding within colour images using hue component of HSV colour space	10
Target tracking method of Siamese networks based on the broad learning system	10
The early Japanese books reorganization by combining image processing and deep learning	10
GastroNet: A robust attention‐based deep learning and cosine similarity feature selection framework for gastrointestinal disease classification from endoscopic images	10
GP‐FMLNet: A feature matrix learning network enhanced by glyph and phonetic information for Chinese sentiment analysis	10
Autonomous air combat decision‐making of UAV based on parallel self‐play reinforcement learning	10
Overlapping community‐based particle swarm optimization algorithm for influence maximization in social networks	10
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	10
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC‐ResNet	10
Abusive adversarial agents and attack strategies in cyber‐physical systems	10
A complementary integrated Transformer network for hyperspectral image classification	10
Radar style transfer for metric robot localisation on lidar maps	10
A novel algorithm for distance measurement using stereo camera	10
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	10
Free form deformation and symmetry constraint‐based multi‐modal brain image registration using generative adversarial nets	10
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks	9
Modelling of a shape memory alloy actuator for feedforward hysteresis compensator considering load fluctuation	9
An attention‐based cascade R‐CNN model for sternum fracture detection in X‐ray images	9
A dynamic bidirectional heuristic trust path search algorithm	9
Intelligent fitting global real‐time task scheduling strategy for high‐performance multi‐core systems	8
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	8
Multimodal feature fusion based on object relation for video captioning	8
Grey‐box modelling for estimation of optimum cut point temperature of crude distillation column	8
Short‐term and long‐term memory self‐attention network for segmentation of tumours in 3D medical images	8
Modelling individual head‐related transfer function (HRTF) based on anthropometric parameters and generic HRTF amplitudes	8
Cloud‐based video streaming services: Trends, challenges, and opportunities	8
A hierarchical optimisation framework for pigmented lesion diagnosis	8
Vision‐audio fusion SLAM in dynamic environments	8
DRRN: Differential rectification & refinement network for ischemic infarct segmentation	8
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	8
Contrastive learning for nested Chinese Named Entity Recognition via template words	7
Images2Poem in different contexts with Dual‐CharRNN	7
A deep Koopman operator‐based modelling approach for long‐term prediction of dynamics with pixel‐level measurements	7
A Method for Automatic Feature Points Extraction of Pelvic Surface Based on PointMLP_RegNet	7
An object detection approach with residual feature fusion and second‐order term attention mechanism	7
A verifiable essential secret image sharing scheme based on HLRs (VESIS‐(t, s, k, n))	7
Fully Bayesian analysis of the relevance vector machine classification for imbalanced data problem	7
Learning to represent 2D human face with mathematical model	7
Mutual information oriented deep skill chaining for multi‐agent reinforcement learning	7
Extraction of typical operating scenarios of new power system based on deep time series aggregation	6
A systematic mapping to investigate the application of machine learning techniques in requirement engineering activities	6
Support vector machine with discriminative low‐rank embedding	6
Point‐PC: Point cloud completion guided by prior knowledge via causal inference	6
Aggregation operators and CRITIC‐VIKOR method for confidence complex q‐rung orthopair normal fuzzy information and their applications	6
Conditional selection with CNN augmented transformer for multimodal affective analysis	6
Image enhancement with intensity transformation on embedding space	6
The dynamic relaxation form finding method aided with advanced recurrent neural network	6

Generative adversarial networks based motion learning towards robotic calligraphy synthesis	6
Rule acquisition of three‐way semi‐concept lattices in formal decision context	6
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SACNN‐IDS: A self‐attention convolutional neural network for intrusion detection in industrial internet of things	6
Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India	6
A topic‐controllable keywords‐to‐text generator with knowledge base network	6
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	6
Robust zero‐watermarking algorithm based on discrete wavelet transform and daisy descriptors for encrypted medical image	5
PE‐EDD: An efficient peer‐effect‐based financial fraud detection approach in publicly traded China firms	5
OSFS‐Vague: Online streaming feature selection algorithm based on vague set	5
Pruning method for dendritic neuron model based on dendrite layer significance constraints	5
Resource‐adaptive and OOD‐robust inference of deep neural networks on IoT devices	5
A dual benchmarking study of facial forgery and facial forensics	5
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A versatile humanoid robot platform for dexterous manipulation and human–robot collaboration	5
Longitudinal velocity control of autonomous driving based on extended state observer	5
Deeply‐Recursive Attention Network for video steganography	5
MH‐HMR: Human mesh recovery from monocular images via multi‐hypothesis learning	5
Multi‐granularity re‐ranking for visible‐infrared person re‐identification	5
Precise region semantics‐assisted GAN for pose‐guided person image generation	4
A quantum‐like approach for text generation from knowledge graphs	4
Optimal fusion‐based localization method for tracking of smartphone user in tall complex buildings	4
Multi‐station multi‐robot task assignment method based on deep reinforcement learning	4
Deep learning on medical image analysis	4
Self‐training maximum classifier discrepancy for EEG emotion recognition	4
Deep reinforcement learning using least‐squares truncated temporal‐difference	4
Deep imitation reinforcement learning for self‐driving by vision	4
Segmentation versus detection: Development and evaluation of deep learning models for prostate imaging reporting and data system lesions localisation on Bi‐parametric prostate magnetic resonance imagi	4
Sequential selection and calibration of video frames for 3D outdoor scene reconstruction	4
Heterogeneous decentralised machine unlearning with seed model distillation	4
MultiJSQ: Direct joint segmentation and quantification of left ventricle with deep multitask‐derived regression network	4
AML‐Net: Attention‐based multi‐scale lightweight model for brain tumour segmentation in internet of medical things	4
Weakly supervised machine learning	4
CoLM2S: Contrastive self‐supervised learning on attributed multiplex graph network with multi‐scale information	4
Attention‐based network embedding with higher‐order weights and node attributes	4
Comparative study for machine learning classifier recommendation to predict political affiliation based on online reviews	4
Position‐aware pushing and grasping synergy with deep reinforcement learning in clutter	4
Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks	4
Audio–visual keyword transformer for unconstrained sentence‐level keyword spotting	4
A deep learning fusion model for accurate classification of brain tumours in Magnetic Resonance images	4
A low‐carbon economic dispatch model for electricity market with wind power based on improved ant‐lion optimisation algorithm	3
Hawk‐eye‐inspired perception algorithm of stereo vision for obtaining orchard 3D point cloud navigation map	3
Cross‐domain sequence labelling using language modelling and parameter generating	3
Deep transformer and few‐shot learning for hyperspectral image classification	3
Efficient computation of Hash Hirschberg protein alignment utilizing hyper threading multi‐core sharing technology	3
A transformer generative adversarial network for multi‐track music generation	3
A real‐world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection	3
Intelligent media computing technology and application for media convergence	3
Bayesian estimation‐based sentiment word embedding model for sentiment analysis	3
Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things	3
An improved bearing fault detection strategy based on artificial bee colony algorithm	3
Bilateral U‐Net semantic segmentation with spatial attention mechanism	3
A BiLSTM cardinality estimator in complex database systems based on attention mechanism	3
Shoulder girdle recognition using electrophysiological and low frequency anatomical contraction signals for prosthesis control	3
Explore human parsing modality for action recognition	3
Wavelet method optimised by ant colony algorithm used for extracting stable and unstable signals in intelligent substations	3
Robust graph‐based localization for industrial Internet of things in the presence of flipping ambiguities	3
Feature selection: Key to enhance node classification with graph neural networks	3
Network anomaly detection using deep learning techniques	3
Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning	3
An artificial systems, computational experiments and parallel execution‐based surface electromyogram‐driven anti‐disturbance zeroing neurodynamic strategy for upper limb human‐robot interaction contro	3
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	3
Attention‐based neural network for end‐to‐end music separation	3
Multi‐head attention graph convolutional network model: End‐to‐end entity and relation joint extraction based on multi‐head attention graph convolutional network	3
Medical data publishing based on average distribution and clustering	3
A novel medical image data protection scheme for smart healthcare system	3
On‐device audio‐visual multi‐person wake word spotting	3
Humanoid control of lower limb exoskeleton robot based on human gait data with sliding mode neural network	3
Multi‐modal knowledge graph inference via media convergence and logic rule	3