Applied Intelligence

Article	Citations
SISSOS: intervention of tabular data and its applications	217
Transformer networks with adaptive inference for scene graph generation	216
Multi-instance embedding space set-kernel fusion with discriminability metric	188
Novel multimodal contrast learning framework using zero-shot prediction for abnormal behavior recognition	161
Reinforcement knowledge graph reasoning based on dual agents and attention mechanism	151
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	141
Predicting gas flow rates of wellhead chokes based on a cascade forwards neural network with a historically limited penetrable visibility graph	132
Analysis of deep non-smooth symmetric nonnegative matrix factorization on hierarchical clustering	129
Multi-scale contrastive learning via aggregated subgraph for link prediction	128
End-to-end multi-domain neural networks with explicit dropout for automated bone age assessment	125
Rough set approximations based on a matroidal structure over three sets	118
A novel approach for predicting the spread of APT malware in the network	117
Representation learning based on hybrid polynomial approximated extreme learning machine	117
Attention ensemble mixture: a novel offline reinforcement learning algorithm for autonomous vehicles	116
Retraction Note: A Cluster-based stratified hybrid decision support model under uncertainty: sustainable healthcare landfill location selection	115
Implicit regularization of a deep augmented neural network model for human motion prediction	107
NTFNet: Narrowing-Then-Fusing network for RGB-TIR semantic segmentation	104
Dual-channel graph-level anomaly detection method based on multi-graph representation learning	103
Dense image-mask attention-guided transformer network for jaw lesions classification and segmentation in dental cone-beam computed tomography images	102
Evaluation of traditional machine learning algorithms for featuring educational exercises	96
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	94
RETRACTED ARTICLE: A new humanitarian relief logistic network for multi-objective optimization under stochastic programming	91
Convolutional neural networks for advanced adhesive joints application patterns	88
Multiview granular data analytics based on three-way concept analysis	87
Deep learning based 3D target detection for indoor scenes	84

Supervised actor-critic reinforcement learning with action feedback for algorithmic trading	73
Escape velocity centrality: escape influence-based key nodes identification in complex networks	69
Enhanced context-aware citation recommendation with auxiliary textual information based on an auto-encoding mechanism	69
Physics informed neural network for dynamic stress prediction	67
A deep learning strategy for automatic congestive heart failure detection using novel bottleneck attention module	66
A faster stochastic alternating direction method for large scale convex composite problems	65
Data augmentation for thermal infrared object detection with cascade pyramid generative adversarial network	65
Cure models to estimate time until hospitalization due to COVID-19	64
MEAD: a Mask-guidEd Anchor-free Detector for oriented aerial object detection	63
Dictionary learning for unsupervised feature selection via dual sparse regression	63
Distribution-dependent feature selection for deep neural networks	62
IV-GNN : interval valued data handling using graph neural network	61
On threshold based approximations of mf-rough sets	60
Dual projection learning with adaptive graph smoothing for multi-label classification	60
Multipopulation-based multi-tasking evolutionary algorithm	60
More effective and efficient exploration via more refined gradient information	60
Adaptive sparsity detection-based evolutionary algorithm for large-scale sparse multi-objective optimization problems	59
GFENet: group-wise feature-enhanced network for steering angle prediction by fusing events and images	59
Multi-view human point cloud registration method with overlapping regions semantic constraints and feature weighting	59
MSDM: multi-space diffusion with dynamic loss weight	58
Intelligent mask image reconstruction for cardiac image segmentation through local–global fusion	57
Predicting the value of football players: machine learning techniques and sensitivity analysis based on FIFA and real-world statistical datasets	57
Visible and thermal image fusion network with diffusion models for high-level visual tasks	56
An enhanced hybrid adaptive physics-informed neural network for forward and inverse PDE problems	56
Mapless autonomous navigation for UGV in cluttered off-road environment with the guidance of wayshowers using deep reinforcement learning	56
Complex layout generation for large-scale floor plans via deep edge-aware GNNs	55
Long-tailed classification by efficient contrast learning with high quality and high relevance latent features	54
TITD: enhancing optimized temporal position encoding with time intervals and temporal decay in irregular time series forecasting	53
Tracking-removed neural network with graph information for classification of incomplete data	53
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	53
HSTforU: anomaly detection in aerial and ground-based videos with hierarchical spatio-temporal transformer for U-net	53
Concept agent network for zero-base generalized few-shot learning	52
Rail-PatchCore: unsupervised learning-based detection of visual anomalies in the railway-turnout environment	51
ED-END: robust watermarking technology based on deep coupling of feature extractors	51
From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19	51
Attention-guided salient object detection using autoencoder regularization	51
Editorial of special issue on emerging topics in applied intelligence	50
Multi-dictionary induced low-rank representation with multi-manifold regularization	50
SentATN: learning sentence transferable embeddings for cross-domain sentiment classification	50
AMMGAN: adaptive multi-scale modulation generative adversarial network for few-shot image generation	48
Know-UCP: locally weighted linear regression based approach for UCP estimation	47
Giza pyramids construction algorithm with gradient contour approach for multilevel thresholding color image segmentation	47
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	47
Adversarial learning based intermediate feature refinement for semantic segmentation	46
LANDMARK: language-guided representation enhancement framework for scene graph generation	45
Deep-learning-based object classification of tactile robot hand for smart factory	45
A novel immune detector training method for network anomaly detection	44
SSGCRTN: a space-specific graph convolutional recurrent transformer network for traffic prediction	44
Turning traffic volume imputation for persistent missing patterns with GNNs	43
High capacity speech steganography for the G723.1 coder based on quantised line spectral pairs interpolation and CNN auto-encoding	43

SIGA: social influence modeling integrating graph autoencoder for rating prediction	42
Linguistic Pythagorean hesitant fuzzy matrix game and its application in multi-criteria decision making	42
Robust visual tracking for UAVs with dynamic feature weight selection	42
Intelligent identification for vertical track irregularity based on multi-level evidential reasoning rule model	41
NCDCN: multi-focus image fusion via nest connection and dilated convolution network	41
A multi-constraint transfer approach with additional auxiliary domains for IoT intrusion detection under unbalanced samples distribution	40
Post-processing method with aspect term error correction for enhancing aspect term extraction	40
A referenceless image degradation perception method based on the underwater imaging model	40
Underwater vision enhancement based on GAN with dehazing evaluation	40
Technical analysis-based unsupervised intraday trading djia index stocks: is it profitable in long term?	40
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	40
Graph attention network-optimized dynamic monocular visual odometry	39
Online object-level SLAM with dual bundle adjustment	38
Redefined target sample-based background-aware correlation filters for object tracking	38
Extracting optimal explanations for ensemble trees via automated reasoning	38
Label recovery and label correlation co-learning for multi-view multi-label classification with incomplete labels	38
C2ShadowGAN: cycle-in-cycle generative adversarial network for shadow removal using unpaired data	38
Learning interpretable shared space via rank constraint for multi-view clustering	37
Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects	37
Optimizing LSTM and Bi-LSTM models for crop yield prediction and comparison of their performance with traditional machine learning techniques	37
Deformable and residual convolutional network for image super-resolution	36
A general robust low–rank multinomial logistic regression for corrupted matrix data classification	36
Cross-language font style transfer	36
Grafting constructive algorithm in feedforward neural network learning	36
A multigranulation rough set model based on variable precision neighborhood and its applications	35
An edge-driven multi-agent optimization model for infectious disease detection	35
Modeling polypharmacy effects with heterogeneous signed graph convolutional networks	35
Adaptive data augmentation for mandarin automatic speech recognition	35
A multiscale convolutional gragh network using only structural information for entity alignment	35
Modeling different effects of user and product attributes on review sentiment classification	35
Spatiotemporal smoothing aggregation enhanced multi-scale residual deep graph convolutional networks for skeleton-based gait recognition	35
EDOA: An Elastic Deformation Optimization Algorithm	35
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	35
HRANet: Hierarchical region-aware network for crowd counting	35
Self-supervised robust Graph Neural Networks against noisy graphs and noisy labels	35
Multi-perspective convolutional neural networks for citywide crowd flow prediction	35
Cascaded parallel crowd counting network with multi-resolution collaborative representation	35
Dynamic clustering for short text stream based on Dirichlet process	35
A many-objective evolutionary algorithm with adaptive convergence calculation	34
Exploiting CNN’s visual explanations to drive anomaly detection	34
M2GCN: multi-modal graph convolutional network for modeling polypharmacy side effects	34
BERT-based chinese text classification for emergency management with a novel loss function	34
Semi-supervised medical image classification via increasing prediction diversity	33
SIRA: Scale illumination rotation affine invariant mask R-CNN for pedestrian detection	33
Finder: A novel approach of change point detection for multivariate time series	33
RT-Net: replay-and-transfer network for class incremental object detection	33
Image encryption using permutation generated by modified Regula-Falsi method	33
An echo state network with adaptive improved pigeon-inspired optimization for time series prediction	32
Unsupervised 2D dimensionality reduction by jointly learning structural and temporal correlation	32
Design and analysis of a variable-parameter noise-tolerant ZNN for solving time-variant nonlinear equations and applications	32
A fusion autoencoder model and piecewise anomaly index for aero-engine fault diagnosis	32
A framework for benchmarking uncertainty in deep regression	32
An efficient pruning and fine-tuning method for deep spiking neural network	31
Empirical mode decomposition and convolutional neural network-based approach for diagnosing psychotic disorders from eeg signals	31
Self-supervised heterogeneous graph neural network based on deep and broad neighborhood encoding	30
A temporal-spatial encoder convolutional network model for multitasking prediction	30
Matrix-based incremental local feature selection with dynamic covering granularity	30
Social decision-making in a large-scale MultiAgent system considering the influence of empathy	30
Privacy constrained fairness estimation for decision trees	30
BAM-SORT: border-guided activated matching for online multi-object tracking	30
Exploring instance correlations with local discriminant model for multi-label feature selection	30
Extended topic classification utilizing LDA and BERTopic: A call center case study on robot agents and human agents	30
Symmetric perception and ordinal regression for detecting scoliosis natural image	30
Contrastive pre-training and instruction tuning for cross-lingual aspect-based sentiment analysis	30
Enhancing suicidal ideation detection through advanced feature selection and stacked deep learning models	30
HOB-net: high-order block network via deep metric learning for person re-identification	30
Real-time trajectory prediction of a ping-pong ball using a GRU-TAE	30
A novel multi-task semi-supervised medical image segmentation method based on multi-branch cross pseudo supervision	29
DiffusionLight:a multi-agent reinforcement learning approach for traffic signal control based on shortcut-diffusion model	29
A multi-graph convolutional network based wearable human activity recognition method using multi-sensors	29
Processing data stream with chunk-similarity model selection	29
Fast online multi-target multi-camera tracking for vehicles	29
A reinforcement learning malware detection model based on heterogeneous information network path representation	29
A novel whale optimization algorithm of path planning strategy for mobile robots	29
Computational analysis of virus-host protein-protein interactions using gene ontology and natural language processing	29
Graph-based multi agent reinforcement learning for on-ramp merging in mixed traffic	29
Use of artificial intelligence techniques in characterization of vibration signals for application in agri-food engineering	29
A robust fusion algorithm of LBP and IMF with recursive feature elimination-based ECG processing for QRS and arrhythmia detection	28
Adaptive neural output feedback control of automobile PEM fuel cell air-supply system with prescribed performance	28
A novel fuzzy time series model based on improved sparrow search algorithm and CEEMDAN	28

An adaptive terminal sliding mode control of stone-carving robotic manipulators based on radial basis function neural network	28
T-norms driven loss functions for machine learning	28
Bayesian network parameter learning using constraint-based data extension method	28
Consensus of a new multi-agent system with impulsive control which can heuristically construct the communication network topology	28
LASSO and attention-TCN: a concurrent method for indoor particulate matter prediction	27
Social velocity based spatio-temporal anomalous daily activity discovery of social media users	27
OAW-GAN: occlusion-aware warping GAN for unified human video synthesis	27
Joint learning affinity matrix and representation matrix for robust low-rank multi-kernel clustering	27
LightNet+: A dual-source lightning forecasting network with bi-direction spatiotemporal transformation	27
Shallow quantum neural networks (SQNNs) with application to crack identification	27
Incomplete multi-view clustering via self-attention networks and feature reconstruction	27
Pre-trained non-intrusive load monitoring model for recognizing activity of daily living	27
STaTRL: Spatial-temporal and text representation learning for POI recommendation	27
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	27
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	27
Vehicle trajectory prediction on highways using bird eye view representations and deep learning	26
Network traffic grant classification based on 1DCNN-TCN-GRU hybrid model	26
Bat4CEP: a bat algorithm for mining of complex event processing rules	26
Adapted human pose: monocular 3D human pose estimation with zero real 3D pose data	26
A multi-granularity facial extreme makeup transfer and removal model with local-global collaboration	26
Learning visual-and-semantic knowledge embedding for zero-shot image classification	26
Audio-visual speech synthesis using vision transformer–enhanced autoencoders with ensemble of loss functions	26
Metric learning for monotonic classification: turning the space up to the limits of monotonicity	26
Deep dependence in hydroclimatological variables	26
An efficient deep neural model for detecting crowd anomalies in videos	26
MsDA: Multi-scale domain adaptation dehazing network	26
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	26
Physics-informed deep learning to quantify anomalies for real-time fault mitigation in 3D printing	26
IDO: Instance dual-optimization for weakly supervised object detection	25
Parallel grid-based density peak clustering of big trajectory data	25
Generative adversarial network for newborn 3D skeleton part segmentation	25
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	25
A new dictionary-based positive and unlabeled learning method	25
Effective shortcut technique for generative adversarial networks	25
A multi-robot deep Q-learning framework for priority-based sanitization of railway stations	25
A knowledge inference model for question answering on an incomplete knowledge graph	25
Dual-path decoder architecture for semantic segmentation of wheat ears	25
A novel self-weighted Lasso and its safe screening rule	25
Generating relation-specific weights for ConvKB using a HyperNetwork architecture	24
Semi-supervised sparse least squares support vector machine based on Mahalanobis distance	24
PUA-Net: end-to-end information hiding network based on structural re-parameterization	24
Similarity-based second chance autoencoders for textual data	24
Multi-constraints in deep graph convolutional networks with initial residual	24
An adaptive enhancement algorithm based on visual saliency for low illumination images	24
V-GMR: a variational autoencoder-based heterogeneous graph multi-behavior recommendation model	24
Fair-satisfied-based group decision making with prospect theory under DHLTS: The application in enterprise human resource allocation	24
Unsupervised deformable image registration network for 3D medical images	24
Measuring the outcome of movement-based three-way decision using proportional utility functions	24
Evaluating power system reform proposals based on the evidential reasoning algorithm with hesitant fuzzy information	23
Dense spatially-weighted attentive residual-haze network for image dehazing	23
RETRACTED ARTICLE: ICDN: integrating consistency and difference networks by transformer for multimodal sentiment analysis	23
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	23
Local community detection algorithm based on local modularity density	23
Domain generalization based on domain-specific adversarial learning	23
DBTN: An adaptive neural network for multiple-disease detection via imbalanced medical images distribution	23
Windows deep transformer Q-networks: an extended variance reduction architecture for partially observable reinforcement learning	23
Active object tracking using context estimation: handling occlusions and detecting missing targets	23
Using known nonself samples to improve negative selection algorithm	23
An overview of probabilistic preference decision-making based on bibliometric analysis	22
DESAC: differential evolution sample consensus algorithm for image registration	22
An attribute reduction algorithm using relative decision mutual information in fuzzy neighborhood decision system	22
Semantic consistency knowledge transfer for unsupervised cross domain object detection	22
A deep learning workflow enhanced with optical flow fields for flood risk estimation	22
Few-shot object detection with dense-global feature interaction and dual-contrastive learning	22
WDTtrack: tracking multiple objects with indistinguishable appearance and irregular motion	22
Embeddings based on relation-specific constraints for open world knowledge graph completion	22
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	22
CMGAN: A generative adversarial network embedded with causal matrix	22
SymforNet: application of cross-modal information correspondences based on self-supervision in symbolic music generation	22
A fine-grained causality extraction model incorporating relative location coding	22
Investigating the multi-objective optimization of quality and efficiency using deep reinforcement learning	22
Optimized activation for quantum-inspired self-supervised neural network based fully automated brain lesion segmentation	22
2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds	22
Simulated annealing based undersampling (SAUS): a hybrid multi-objective optimization method to tackle class imbalance	22
A PL-MCDM Method based on the Decision-Making Reliability of Multi-Group for Patients with Chronic Diseases Requiring Downward Referral	22
Addressing the cold-start problem of recommendation systems for financial products by using few-shot deep learning	22
Can neural networks estimate parameters in epidemiology models using real observed data?	22
Distant context aware text generation from abstract meaning representation	22
Beyond traditional steganography: enhancing security and performance with spread spectrum image steganography	22
Adversarial multi-task deep learning for signer-independent feature representation	21
Artificial intelligence for the study of human ageing: a systematic literature review	21
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	21
HATFNet: Hierarchical adaptive trident fusion network for RGBT tracking	21
Granular computing based segmentation and textural analysis (GrCSTA) framework for object-based LULC classification of fused remote sensing images	21
Semi-supervised sparse subspace clustering with manifold regularization	21
A robot grasping detection network based on flexible selection of multi-modal feature fusion structure	21
Solving time-delay issues in reinforcement learning via transformers	21
A new similarity measure to increase coverage of rating predictions for collaborative filtering	21
Outlier detection for incomplete real-valued data via information entropy and class-consistent technology	21
A Q-learning approach to attribute reduction	21
Vote-based integration of review spam detection algorithms	21
Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario	21
Dimensionality reduction by t-Distribution adaptive manifold embedding	21
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	21
Knowledge distilled pre-training model for vision-language-navigation	21