CAAI Transactions on Intelligence Technology

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
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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
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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
Acoustic detection of unknown bird species and individuals	27
Content‐based image retrieval using Gaussian–Hermite moments and firefly and grey wolf optimization	27
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Lumbar spine localisation method based on feature fusion	27
An activated variable parameter gradient‐based neural network for time‐variant constrained quadratic programming and its applications	26
A zeroing neurodynamics‐based location method for nodes in underwater acoustic sensor network	25
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Deep learning for time series forecasting: The electric load case	25
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
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	24
WaveSeg‐UNet model for overlapped nuclei segmentation from multi‐organ histopathology images	23
Numerical‐discrete‐scheme‐incorporated recurrent neural network for tasks in natural language processing	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
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
Machine learning and human‐machine trust in healthcare: A systematic survey	16
Domain‐adapted driving scene understanding with uncertainty‐aware and diversified generative adversarial networks	15
A hierarchical optimisation framework for pigmented lesion diagnosis	15
Construction of the rat brain spatial cell firing model on a quadruped robot	15

Leveraging hierarchical semantic‐emotional memory in emotional conversation generation	15
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
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Radar style transfer for metric robot localisation on lidar maps	13
A federated learning scheme meets dynamic differential privacy	13
Developing phoneme‐based lip‐reading sentences system for silent speech recognition	13
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	13
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications	13
Which is more faithful, seeing or saying? Multimodal sarcasm detection exploiting contrasting sentiment knowledge	13
CORRIGENDUM	12
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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
Two kinds of average approximation accuracy	9
Observation points classifier ensemble for high‐dimensional imbalanced classification	9
Multisource localization based on angle distribution of time–frequency points using an FOA microphone	9
Exploring the spatiotemporal relationship between green infrastructure and urban heat island under multi‐source remote sensing imagery: A case study of Fuzhou City	9
A two‐branch network with pyramid‐based local and spatial attention global feature learning for vehicle re‐identification	9
Learning‐based control for discrete‐time constrained nonzero‐sum games	9
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	8
Abusive adversarial agents and attack strategies in cyber‐physical systems	8
GastroNet: A robust attention‐based deep learning and cosine similarity feature selection framework for gastrointestinal disease classification from endoscopic images	8
Vision‐audio fusion SLAM in dynamic environments	8
Hyperspectral imagery quality assessment and band reconstruction using the prophet model	8
Grey‐box modelling for estimation of optimum cut point temperature of crude distillation column	8
Domain‐independent adaptive histogram‐based features for pomegranate fruit and leaf diseases classification	8
A complementary integrated Transformer network for hyperspectral image classification	8
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse	8
Modelling of a shape memory alloy actuator for feedforward hysteresis compensator considering load fluctuation	8
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	8
Learning feature alignment and dual correlation for few‐shot image classification	8
Overlapping community‐based particle swarm optimization algorithm for influence maximization in social networks	8
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC‐ResNet	8
Modelling individual head‐related transfer function (HRTF) based on anthropometric parameters and generic HRTF amplitudes	8
Feature extraction of partial discharge in low‐temperature composite insulation based on VMD‐MSE‐IF	8
Short‐time wind speed prediction based on Legendre multi‐wavelet neural network	7
Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification	7
MOEA/D‐based multi‐row facility layout optimisation method with discontinuity perceiving of the Pareto front	7
Improving data hiding within colour images using hue component of HSV colour space	7
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A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network	7
Autonomous air combat decision‐making of UAV based on parallel self‐play reinforcement learning	7
The early Japanese books reorganization by combining image processing and deep learning	7
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	7
Towards trustworthy multi‐modal motion prediction: Holistic evaluation and interpretability of outputs	7
Correction to ‘Trustworthy semi‐supervised anomaly detection for online‐to‐offline logistics business in merchant identification’	7
KitWaSor: Pioneering pre‐trained model for kitchen waste sorting with an innovative million‐level benchmark dataset	7
Fully Bayesian analysis of the relevance vector machine classification for imbalanced data problem	7
Mixed‐decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition	7
Multimodal feature fusion based on object relation for video captioning	7
Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks	6
A BiLSTM cardinality estimator in complex database systems based on attention mechanism	6
Special Section on Attacking and Protecting Artificial Intelligence	6
Medical data publishing based on average distribution and clustering	6
Design and analysis of recurrent neural network models with non‐linear activation functions for solving time‐varying quadratic programming problems	6
Aggregation operators and CRITIC‐VIKOR method for confidence complex q‐rung orthopair normal fuzzy information and their applications	6
Images2Poem in different contexts with Dual‐CharRNN	6
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	6

Comparative study for machine learning classifier recommendation to predict political affiliation based on online reviews	6
A transformer generative adversarial network for multi‐track music generation	5
Multi‐head attention graph convolutional network model: End‐to‐end entity and relation joint extraction based on multi‐head attention graph convolutional network	5
A low‐carbon economic dispatch model for electricity market with wind power based on improved ant‐lion optimisation algorithm	5
A deep Koopman operator‐based modelling approach for long‐term prediction of dynamics with pixel‐level measurements	5
Support vector machine with discriminative low‐rank embedding	5
Generative adversarial networks based motion learning towards robotic calligraphy synthesis	5
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Deep imitation reinforcement learning for self‐driving by vision	5
Attention‐based neural network for end‐to‐end music separation	5
A versatile humanoid robot platform for dexterous manipulation and human–robot collaboration	5
CoLM2S: Contrastive self‐supervised learning on attributed multiplex graph network with multi‐scale information	5
MH‐HMR: Human mesh recovery from monocular images via multi‐hypothesis learning	5
A deep learning fusion model for accurate classification of brain tumours in Magnetic Resonance images	4
Binaural sound source localization based on weighted template matching	4
Deep transformer and few‐shot learning for hyperspectral image classification	4
Feature selection: Key to enhance node classification with graph neural networks	4
A verifiable essential secret image sharing scheme based on HLRs (VESIS‐(t, s, k, n))	4
Multi‐modal knowledge graph inference via media convergence and logic rule	4
AML‐Net: Attention‐based multi‐scale lightweight model for brain tumour segmentation in internet of medical things	4
An artificial systems, computational experiments and parallel execution‐based surface electromyogram‐driven anti‐disturbance zeroing neurodynamic strategy for upper limb human‐robot interaction contro	4
Mutual information oriented deep skill chaining for multi‐agent reinforcement learning	4
Attention‐based network embedding with higher‐order weights and node attributes	4
D‐BERT: Incorporating dependency‐based attention into BERT for relation extraction	4
Audio–visual keyword transformer for unconstrained sentence‐level keyword spotting	4
Deep learning on medical image analysis	4
Image enhancement with intensity transformation on embedding space	4
Cross‐domain sequence labelling using language modelling and parameter generating	4
Conditional selection with CNN augmented transformer for multimodal affective analysis	4
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	4
PE‐EDD: An efficient peer‐effect‐based financial fraud detection approach in publicly traded China firms	4
Pruning method for dendritic neuron model based on dendrite layer significance constraints	4
Resource‐adaptive and OOD‐robust inference of deep neural networks on IoT devices	4
Learning to represent 2D human face with mathematical model	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
Weakly supervised machine learning	3
Network anomaly detection using deep learning techniques	3
Precise region semantics‐assisted GAN for pose‐guided person image generation	3
Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things	3
Bilateral U‐Net semantic segmentation with spatial attention mechanism	3
Deeply‐Recursive Attention Network for video steganography	3
Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning	3
Optimal fusion‐based localization method for tracking of smartphone user in tall complex buildings	3
The dynamic relaxation form finding method aided with advanced recurrent neural network	3
Robust zero‐watermarking algorithm based on discrete wavelet transform and daisy descriptors for encrypted medical image	3
A topic‐controllable keywords‐to‐text generator with knowledge base network	3
Multi‐station multi‐robot task assignment method based on deep reinforcement learning	3
An improved bearing fault detection strategy based on artificial bee colony algorithm	3
Hawk‐eye‐inspired perception algorithm of stereo vision for obtaining orchard 3D point cloud navigation map	3
An object detection approach with residual feature fusion and second‐order term attention mechanism	3
Deep reinforcement learning using least‐squares truncated temporal‐difference	3
Shoulder girdle recognition using electrophysiological and low frequency anatomical contraction signals for prosthesis control	3
Efficient computation of Hash Hirschberg protein alignment utilizing hyper threading multi‐core sharing technology	3
Rule acquisition of three‐way semi‐concept lattices in formal decision context	3
Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India	3
Position‐aware pushing and grasping synergy with deep reinforcement learning in clutter	3
Heterogeneous decentralised machine unlearning with seed model distillation	3
Attention‐based novel neural network for mixed frequency data	3
Multi‐granularity re‐ranking for visible‐infrared person re‐identification	3
A quantum‐like approach for text generation from knowledge graphs	3
Extraction of typical operating scenarios of new power system based on deep time series aggregation	3
MultiJSQ: Direct joint segmentation and quantification of left ventricle with deep multitask‐derived regression network	3
Self‐training maximum classifier discrepancy for EEG emotion recognition	3