CAAI Transactions on Intelligence Technology

Article	Citations
A survey on adversarial attacks and defences	159
A robust deformed convolutional neural network (CNN) for image denoising	113
Deep learning for time series forecasting: The electric load case	110
SDN‐based intrusion detection system for IoT using deep learning classifier (IDSIoT‐SDL)	81
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey	78
A spatial attentive and temporal dilated (SATD) GCN for skeleton‐based action recognition	77
A comprehensive review on deep learning approaches in wind forecasting applications	70
Deep image retrieval using artificial neural network interpolation and indexing based on similarity measurement	66
Improving data hiding within colour images using hue component of HSV colour space	63
Boosting image watermarking authenticity spreading secrecy from counting‐based secret‐sharing	62
Self‐training maximum classifier discrepancy for EEG emotion recognition	60
Network anomaly detection using deep learning techniques	56
Weakly supervised machine learning	53
ST‐SIGMA: Spatio‐temporal semantics and interaction graph aggregation for multi‐agent perception and trajectory forecasting	52
Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review	52
Stock market prediction using deep learning algorithms	48
Probabilistic time series forecasting with deep non‐linear state space models	48
Intelligent vehicle lateral control based on radial basis function neural network sliding mode controller	45
A semantic and emotion‐based dual latent variable generation model for a dialogue system	44
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module	41
Stock values predictions using deep learning based hybrid models	38
Nuclear atypia grading in breast cancer histopathological images based on CNN feature extraction and LSTM classification	38
Multi‐model deep learning approach for collaborative filtering recommendation system	36
Parameter optimization of control system design for uncertain wireless power transfer systems using modified genetic algorithm	35
Feature selection approach using ensemble learning for network anomaly detection	34

Deep learning‐based action recognition with 3D skeleton: A survey	31
Survey on vehicle map matching techniques	31
Local binary pattern‐based reversible data hiding	31
Image‐denoising algorithm based on improved K‐singular value decomposition and atom optimization	31
Performance analysis of machine learning algorithms on automated sleep staging feature sets	30
Design and analysis of recurrent neural network models with non‐linear activation functions for solving time‐varying quadratic programming problems	30
Automatic depression recognition by intelligent speech signal processing: A systematic survey	29
Contrast of multi‐resolution analysis approach to transhumeral phantom motion decoding	28
Research on stock trend prediction method based on optimized random forest	28
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks	27
Improving sentence simplification model with ordered neurons network	27
Recursive recurrent neural network: A novel model for manipulator control with different levels of physical constraints	27
Multi‐gradient‐direction based deep learning model for arecanut disease identification	27
Demand side management for solving environment constrained economic dispatch of a microgrid system using hybrid MGWOSCACSA algorithm	27
Internet of Things‐based healthcare system on patient demographic data in Health 4.0	25
Apple grading method based on neural network with ordered partitions and evidential ensemble learning	25
A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network	25
CHFS: Complex hesitant fuzzy sets‐their applications to decision making with different and innovative distance measures	24
A transformer generative adversarial network for multi‐track music generation	24
Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning	24
A novel algorithm for distance measurement using stereo camera	23
Frequency‐to‐spectrum mapping GAN for semisupervised hyperspectral anomaly detection	23
Scale adaptive fitness evaluation‐based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning	22
A deep convolutional neural network for diabetic retinopathy detection via mining local and long‐range dependence	21
An efficient hybrid recommendation model based on collaborative filtering recommender systems	21
Different hybrid machine intelligence techniques for handling IoT‐based imbalanced data	21
Investigating the customer trust in artificial intelligence: The role of anthropomorphism, empathy response, and interaction	21
Multi‐scale attention encoder for street‐to‐aerial image geo‐localization	21
D2PAM: Epileptic seizures prediction using adversarial deep dual patch attention mechanism	21
Enhancing direct‐path relative transfer function using deep neural network for robust sound source localization	21
Deep imitation reinforcement learning for self‐driving by vision	20
Bilateral U‐Net semantic segmentation with spatial attention mechanism	19
Acoustic detection of unknown bird species and individuals	19
Extrapolation over temporal knowledge graph via hyperbolic embedding	19
Double integral‐enhanced Zeroing neural network with linear noise rejection for time‐varying matrix inverse	18
Side channel attacks for architecture extraction of neural networks	18
An improved bearing fault detection strategy based on artificial bee colony algorithm	18
An attention‐based cascade R‐CNN model for sternum fracture detection in X‐ray images	18
Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition	18
Autonomous air combat decision‐making of UAV based on parallel self‐play reinforcement learning	17
A ResNet‐based approach for accurate radiographic diagnosis of knee osteoarthritis	17
An embedded vertical‐federated feature selection algorithm based on particle swarm optimisation	16
D2LFS2Net: Multi‐class skin lesion diagnosis using deep learning and variance‐controlled Marine Predator optimisation: An application for precision medicine	16
Steganography based on quotient value differencing and pixel value correlation	16
Several rough set models in quotient space	16
Comparative study for machine learning classifier recommendation to predict political affiliation based on online reviews	16
Privacy‐preserving remote sensing images recognition based on limited visual cryptography	16
Protecting artificial intelligence IPs: a survey of watermarking and fingerprinting for machine learning	16
Medical data publishing based on average distribution and clustering	16
User privacy prevention model using supervised federated learning‐based block chain approach for internet of Medical Things	15

Automated segmentation technique with self‐driven post‐processing for histopathological breast cancer images	15
Abnormal event detection by a weakly supervised temporal attention network	15
Semantic and spatial‐spectral feature fusion transformer network for the classification of hyperspectral image	15
Wafer map defect patterns classification based on a lightweight network and data augmentation	14
Matrix‐based method for solving decision domains of neighbourhood multigranulation decision‐theoretic rough sets	14
Spectral‐spatial sequence characteristics‐based convolutional transformer for hyperspectral change detection	14
Efficient computation of Hash Hirschberg protein alignment utilizing hyper threading multi‐core sharing technology	14
B2C3NetF2: Breast cancer classification using an end‐to‐end deep learning feature fusion and satin bowerbird optimization controlled Newton Raphson feature selection	14
Learning discriminative representation with global and fine‐grained features for cross‐view gait recognition	14
GastroNet: A robust attention‐based deep learning and cosine similarity feature selection framework for gastrointestinal disease classification from endoscopic images	14
Bloody Mahjong playing strategy based on the integration of deep learning and XGBoost	13
A two‐branch network with pyramid‐based local and spatial attention global feature learning for vehicle re‐identification	13
GAN‐LSTM‐3D: An efficient method for lung tumour 3D reconstruction enhanced by attention‐based LSTM	13
Humanoid control of lower limb exoskeleton robot based on human gait data with sliding mode neural network	13
Modified branch‐and‐bound algorithm for unravelling optimal PMU placement problem for power grid observability: A comparative analysis	13
Hyperspectral anomaly detection via memory‐augmented autoencoders	13
SpikeGoogle: Spiking Neural Networks with GoogLeNet‐like inception module	13
A low‐carbon economic dispatch model for electricity market with wind power based on improved ant‐lion optimisation algorithm	13
A complementary integrated Transformer network for hyperspectral image classification	12
Research on scheduling strategy for automated storage and retrieval system	12
Fully Bayesian analysis of the relevance vector machine classification for imbalanced data problem	12
Deep transformer and few‐shot learning for hyperspectral image classification	12
Abusive adversarial agents and attack strategies in cyber‐physical systems	12
Wavelet method optimised by ant colony algorithm used for extracting stable and unstable signals in intelligent substations	11
Content‐based image retrieval using Gaussian–Hermite moments and firefly and grey wolf optimization	11
Bayesian estimation‐based sentiment word embedding model for sentiment analysis	11
Shoulder girdle recognition using electrophysiological and low frequency anatomical contraction signals for prosthesis control	11
Dual‐tree complex wavelet transform and super‐resolution based video inpainting application to object removal and error concealment	11
The early Japanese books reorganization by combining image processing and deep learning	11
Performance evaluation of deep neural networks for forecasting time‐series with multiple structural breaks and high volatility	10
Design and voice‐based control of a nasal endoscopic surgical robot	10
An activated variable parameter gradient‐based neural network for time‐variant constrained quadratic programming and its applications	10
TWE‐WSD: An effective topical word embedding based word sense disambiguation	10
An advanced discrete‐time RNN for handling discrete time‐varying matrix inversion: Form model design to disturbance‐suppression analysis	10
D‐BERT: Incorporating dependency‐based attention into BERT for relation extraction	10
Thermoelectric energy harvesting for internet of things devices using machine learning: A review	10
A real‐world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection	10
Developing phoneme‐based lip‐reading sentences system for silent speech recognition	10
Feature‐based augmentation and classification for tabular data	9
Feature selection: Key to enhance node classification with graph neural networks	9
Resource scheduling approach in cloud Testing as a Service using deep reinforcement learning algorithms	9
A cloud Bayesian network approach to situation assessment of scouting underwater targets with fixed‐wing patrol aircraft	9
Short‐term and long‐term memory self‐attention network for segmentation of tumours in 3D medical images	9
Aspect based sentiment analysis using multi‐criteria decision‐making and deep learning under COVID‐19 pandemic in India	9
A structural developmental neural network with information saturation for continual unsupervised learning	9
Aggregation operators and CRITIC‐VIKOR method for confidence complex q‐rung orthopair normal fuzzy information and their applications	8
Modelling of a shape memory alloy actuator for feedforward hysteresis compensator considering load fluctuation	8
Weakly supervised point cloud segmentation via deep morphological semantic information embedding	8
Adaptive composite frequency control of power systems using reinforcement learning	8
Neural dynamics for improving optimiser in deep learning with noise considered	8
Feature extraction of partial discharge in low‐temperature composite insulation based on VMD‐MSE‐IF	8
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC‐ResNet	8
Application of improved virtual sample and sparse representation in face recognition	8
Analysis of TOPSIS techniques based on bipolar complex fuzzy N‐soft setting and their applications in decision‐making problems	8
Why AI still doesn’t have consciousness?	8
Hawk‐eye‐inspired perception algorithm of stereo vision for obtaining orchard 3D point cloud navigation map	8
Cavitation recognition of axial piston pumps in noisy environment based on Grad‐CAM visualization technique	8
A hierarchical optimisation framework for pigmented lesion diagnosis	8
Associative learning mechanism for drug‐target interaction prediction	8
Multi‐objective particle swarm optimisation of complex product change plan considering service performance	8
Optimized viewport‐adaptive 360‐degree video streaming	8
SRAFE: Siamese Regression Aesthetic Fusion Evaluation for Chinese Calligraphic Copy	7
Adaptive secure malware efficient machine learning algorithm for healthcare data	7
Data privacy model using blockchain reinforcement federated learning approach for scalable internet of medical things	7
Learning‐based control for discrete‐time constrained nonzero‐sum games	7
Traceability model based on improved witness mechanism	7
Deep learning framework for multi‐round service bundle recommendation in iterative mashup development	7
Passive robust control for uncertain Hamiltonian systems by using operator theory	7
Pruning method for dendritic neuron model based on dendrite layer significance constraints	7
Intelligent fitting global real‐time task scheduling strategy for high‐performance multi‐core systems	7
Flow‐assisted visual tracking using event cameras	7
Two‐view attention‐guided convolutional neural network for mammographic image classification	7
Age estimation from facial images based on Gabor feature fusion and the CIASO‐SA algorithm	7
Multi‐head attention graph convolutional network model: End‐to‐end entity and relation joint extraction based on multi‐head attention graph convolutional network	7
Numerical‐discrete‐scheme‐incorporated recurrent neural network for tasks in natural language processing	7
Manoeuvre decision‐making of unmanned aerial vehicles in air combat based on an expert actor‐based soft actor critic algorithm	6
Knowledge‐enriched joint‐learning model for implicit emotion cause extraction	6
Modelling individual head‐related transfer function (HRTF) based on anthropometric parameters and generic HRTF amplitudes	6
Study on single‐valued neutrosophic graph with application in shortest path problem	6
Intelligent media computing technology and application for media convergence	6

Considering spatiotemporal evolutionary information in dynamic multi‐objective optimisation	6
Research on image sentiment analysis technology based on sparse representation	6
Head‐related transfer function–reserved time‐frequency masking for robust binaural sound source localization	6
Radar style transfer for metric robot localisation on lidar maps	6
Lumbar spine localisation method based on feature fusion	5
Needle detection and localisation for robot‐assisted subretinal injection using deep learning	5
Attention‐based novel neural network for mixed frequency data	5
Towards trustworthy multi‐modal motion prediction: Holistic evaluation and interpretability of outputs	5
Explainable human‐in‐the‐loop healthcare image information quality assessment and selection	5
Research on trend prediction of component stock in fuzzy time series based on deep forest	5
A multi‐modal clustering method for traditional Chinese medicine clinical data via media convergence	5
The dynamic relaxation form finding method aided with advanced recurrent neural network	5
Overlapping community‐based particle swarm optimization algorithm for influence maximization in social networks	5
Performance releaser with smart anchor learning for arbitrary‐oriented object detection	5
Improving word vector model with part‐of‐speech and dependency grammar information	5
Novel multi‐domain attention for abstractive summarisation	5
Multi‐granularity re‐ranking for visible‐infrared person re‐identification	5
Multimodal feature fusion based on object relation for video captioning	5
Construction of the rat brain spatial cell firing model on a quadruped robot	4
Rough set model based on variable universe	4
Selective kernel networks for weakly supervised relation extraction	4
Image super‐resolution via dynamic network	4
Lateral interaction by Laplacian‐based graph smoothing for deep neural networks	4
Generative adversarial networks based motion learning towards robotic calligraphy synthesis	4
A BiLSTM cardinality estimator in complex database systems based on attention mechanism	4
Short‐time wind speed prediction based on Legendre multi‐wavelet neural network	4
A weighted block cooperative sparse representation algorithm based on visual saliency dictionary	4
Differential fault location identification by machine learning	4
Personal HealthCare of Things: A novel paradigm and futuristic approach	4
Study on neutrosophic graph with application in wireless network	4
Audio–visual keyword transformer for unconstrained sentence‐level keyword spotting	4
A versatile humanoid robot platform for dexterous manipulation and human–robot collaboration	4
Deeply‐Recursive Attention Network for video steganography	4
Consistent image processing based on co‐saliency	4
Scale‐wise interaction fusion and knowledge distillation network for aerial scene recognition	4
DeepCNN: Spectro‐temporal feature representation for speech emotion recognition	4
A novel extended Portuguese of Interactive and Multi‐Criteria Decision Making and Archimedean Bonferroni mean operators based on prospect theory to select green supplier with complex q‐rung orthopair	4
Enabling pandemic‐resilient healthcare: Narrowband Internet of Things and edge intelligence for real‐time monitoring	4
A quantum‐like approach for text generation from knowledge graphs	4
Attention‐based neural network for end‐to‐end music separation	4
Local saliency consistency‐based label inference for weakly supervised salient object detection using scribble annotations	3
Capturing semantic features to improve Chinese event detection	3
Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks	3
Target tracking method of Siamese networks based on the broad learning system	3
An efficient deep learning model for brain tumour detection with privacy preservation	3
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Skeleton‐aware implicit function for single‐view human reconstruction	3
Deep learning's fitness for purpose: A transformation problem frame's perspective	3
Relating brain structure images to personality characteristics using 3D convolution neural network	3
Knowledge‐based deep learning system for classifying Alzheimer's disease for multi‐task learning	3
Robust zero‐watermarking algorithm based on discrete wavelet transform and daisy descriptors for encrypted medical image	3
Cross‐domain sequence labelling using language modelling and parameter generating	3
A dynamic bidirectional heuristic trust path search algorithm	3
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Accurate detection method of pig's temperature based on non‐point source thermal infrared image	3
DeepOCL: A deep neural network for Object Constraint Language generation from unrestricted nature language	3
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm	3
Robust graph‐based localization for industrial Internet of things in the presence of flipping ambiguities	3
A deep learning fusion model for accurate classification of brain tumours in Magnetic Resonance images	3
Attention‐based network embedding with higher‐order weights and node attributes	3
Observation points classifier ensemble for high‐dimensional imbalanced classification	3
Iteration dependent interval based open‐closed‐loop iterative learning control for time varying systems with vector relative degree	3
Deep learning in crowd counting: A survey	3
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Low‐rank constrained weighted discriminative regression for multi‐view feature learning	3