Applied Intelligence

Article	Citations
More effective and efficient exploration via more refined gradient information	313
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	261
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	232
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	182
Semantic-consistent learning for one-shot joint entity and relation extraction	164
Membership score machine for highly nonlinear classification for small data	156
Recursive least squares method for training and pruning convolutional neural networks	138
An evolutionary framework for automatic security guards deployment in large public spaces	127
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	119
Diffeomorphic matching with multiscale kernels based on sparse parameterization for cross-view target detection	115
MsDA: Multi-scale domain adaptation dehazing network	112
Question difficulty estimation via enhanced directional modality association transformer	106
NkEL: nearest k-labelsets ensemble for multi-label learning	106
Broadcast news story segmentation using sticky hierarchical dirichlet process	102
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis	102
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	90
High-density pedestrian detection algorithm based on deep information fusion	89
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	86
Deep Learning Architecture for Computer Vision-based Structural Defect Detection	84
Resolution-sensitive self-supervised monocular absolute depth estimation	80
MSDM: multi-space diffusion with dynamic loss weight	73
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	69
Deceptive opinion spam detection approaches: a literature survey	68
Group channel pruning and spatial attention distilling for object detection	68
SentATN: learning sentence transferable embeddings for cross-domain sentiment classification	66

A two-stage progressive shadow removal network	65
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems	64
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	64
DATrack: direction attention based transformer tracker	63
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning	62
Solving the cooperative scheduling problem of muck transport under time-segment restriction in an entire region	62
Semantic-aware matrix factorization hashing with intra- and inter-modality fusion for image-text retrieval	62
Integrated self-supervised label propagation for label imbalanced sets	61
FGO-Net: Feature and Gaussian Optimization Network for visual saliency prediction	61
An efficient pruning and fine-tuning method for deep spiking neural network	58
Dictionary learning for unsupervised feature selection via dual sparse regression	57
LightNet+: A dual-source lightning forecasting network with bi-direction spatiotemporal transformation	56
Hiding from infrared detectors in real world with adversarial clothes	53
A joint attention enhancement network for text classification applied to citizen complaint reporting	53
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection	53
Stochastic-simulation-based multi-attribute group decision-making method under uncertain environment and the application	52
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	52
Accelerated multi-granularity reduction based on neighborhood rough sets	51
A Text-Specific Domain Adaptive Network for Scene Text Detection in the Wild	50
INNES: An intelligent network penetration testing model based on deep reinforcement learning	50
Visual enhanced hierarchical network for sentence-based video thumbnail generation	50
Evolutionary many-objective satisfiability solver for configuring software product lines	49
Multi-dictionary induced low-rank representation with multi-manifold regularization	49
Symmetric perception and ordinal regression for detecting scoliosis natural image	48
Behavior sessions and time-aware for multi-target sequential recommendation	48
Semi-supervised medical imaging segmentation with soft pseudo-label fusion	47
Automated classification of remote sensing satellite images using deep learning based vision transformer	47
An efficient deep neural model for detecting crowd anomalies in videos	47
Transformer networks with adaptive inference for scene graph generation	47
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	47
An edge-driven multi-agent optimization model for infectious disease detection	46
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	46
Metaheuristics and strategic behavior of markovian retrial queue under breakdown, vacation and bernoulli feedback	46
An incremental rare association rule mining approach with a life cycle tree structure considering time-sensitive data	46
Data augmented large language models for medical record generation	45
Cross-language font style transfer	44
DIResUNet: Architecture for multiclass semantic segmentation of high resolution remote sensing imagery data	43
Imitation learning by state-only distribution matching	43
Multi-scale contrastive learning via aggregated subgraph for link prediction	42
A novel cognitive diagnosis system with attention residual mechanism and broad learning	42
Probabilistic linguistic hesitant fuzzy multi-attribute decision making for rural revitalization project selection of China	42
3DGCformer: 3-Dimensional Graph Convolutional transformer for multi-step origin–destination matrix forecasting	42
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection	42
Adaptive federated deep reinforcement learning for edge offloading in heterogeneous AGI-MEC networks	40
Big data fusion with knowledge graph: a comprehensive overview	40
Beyond games: a systematic review of neural Monte Carlo tree search applications	39
An approach to software defect prediction for small-sized datasets	39
Optimized activation for quantum-inspired self-supervised neural network based fully automated brain lesion segmentation	39
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	39
A DRL based cooperative approach for parking space allocation in an automated valet parking system	39

Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network	38
Energy efficiency-driven mobile base station deployment strategy for shopping malls using modified improved differential evolution algorithm	38
A water quality prediction method based on k-nearest-neighbor probability rough sets and PSO-LSTM	38
FAGCL: frequency-based augmentation graph contrastive learning for recommendation	38
Image encryption using permutation generated by modified Regula-Falsi method	38
HRANet: Hierarchical region-aware network for crowd counting	38
A dynamic matrix equation solution method based on NCBC-ZNN and its application on hyperspectral image multi-target detection	38
A multi-class partial hinge loss for partial label learning	37
Detecting log anomaly using subword attention encoder and probabilistic feature selection	37
DynaQ: online learning from imbalanced multi-class streams through dynamic sampling	37
A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house	37
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	37
A semantic visual SLAM towards object selection and tracking optimization	36
A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection	36
IV-GNN : interval valued data handling using graph neural network	35
Towards designing a generic and comprehensive deep reinforcement learning framework	35
Feature selection using self-information uncertainty measures in neighborhood information systems	35
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion	35
Attribute reduction approaches under interval-valued q-rung orthopair fuzzy soft framework	35
FeMIP: detector-free feature matching for multimodal images with policy gradient	35
Deep manifold matrix factorization autoencoder using global connectivity for link prediction	35
MHGNN: Multi-view fusion based Heterogeneous Graph Neural Network	35
Adapted human pose: monocular 3D human pose estimation with zero real 3D pose data	35
Multi-label learning of missing labels using label-specific features: an embedded packaging method	35
Class feature Sub-space for few-shot classification	35
Enhancing scenic recommendation and tour route personalization in tourism using UGC text mining	35
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	34
Aggregating knowledge-aware graph neural network and adaptive relational attention for recommendation	34
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process	34
AI-crafted narratives: an empirical study on generating interactive stories using generative pre-training transformers	34
Multiple graph convolutional networks for aspect-based sentiment analysis	34
A novel synthetic minority oversampling technique based on relative and absolute densities for imbalanced classification	34
An enhanced seagull optimization algorithm for solving engineering optimization problems	33
Graph neural networks with selective attention and path reasoning for document-level relation extraction	33
GenDetect-GAN: generative adversarial network model for machine-generated text detection	33
Dimensionality reduction by t-Distribution adaptive manifold embedding	33
HLC: hierarchically-aware label correlation for hierarchical text classification	32
MultiHop attention for knowledge diagnosis of mathematics examination	32
HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity	32
Multi-head multi-order graph attention networks	32
Semi-supervised nonnegative matrix factorization with positive and negative label propagations	32
Center transfer for supervised domain adaptation	32
Optimal time-based strategy for automated negotiation	32
The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling	32
An automatic methodology for full dentition maturity staging from OPG images using deep learning	32
Improving the transferability of adversarial samples with channel switching	32
Power allocation method based on modified social network search algorithm	31
Towards continuous consistency axiom	31
Restoration of turbulence-degraded images using the modified convolutional neural network	31
Label distribution feature selection based on label-specific features	31
Contextual-wise discriminative feature extraction and robust network learning for subcortical structure segmentation	31
Cross-language few-shot intent recognition via prompt-based tuning	31
Feature ranking based consensus clustering for feature subset selection	31
From private to public: benchmarking GANs in the context of private time series classification	30
Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis	30
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle	30
Quantifying quality of class-conditional generative models in time series domain	30
Semantic segmentation based on double pyramid network with improved global attention mechanism	30
Enhancing few-shot learning using targeted mixup	30
Methods of managing the evolution of ontologies and their alignments	30
WLKA-RVS: a retinal vessel segmentation method using weighted large kernel attention	30
NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning	30
Knowledge transfer via distillation from time and frequency domain for time series classification	30
Multiview diffusion-based affinity graph learning with good neighbourhoods for salient object detection	30
Requirement-service mapping technology in the industrial application field based on large language models	29
Learning bi-grained cross-correlation siamese networks for visual tracking	29
Document-level relation extraction via commonsense knowledge enhanced graph representation learning	29
Sample extraction and expansion method with feature reconstruction and deformation information	29
MFC-Net: Multi-scale fusion coding network for Image Deblurring	29
Data obsolescence detection in the light of newly acquired valid observations	29
DIPE: a diagnosis-assisted inquiry point extractor towards medical dialogues	29
IAA-VSR: An iterative alignment algorithm for video super-resolution	29
Human identification based on Gait Manifold	29
Correction to: WSMOTER: a novel approach for imbalanced regression	29
Re-induction based mining for high utility item-sets	28
Learning vision based autonomous lateral vehicle control without supervision	28
Harris hawks optimization algorithm based on elite fractional mutation for data clustering	28
A multi-view convolutional neural network based on cross-connection and residual-wider	28
SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer	28
Noise-residual Mixup for unsupervised adversarial domain adaptation	28

A novel selective learning based transformer encoder architecture with enhanced word representation	28
DTR4Rec: direct transition relationship for sequential recommendation	28
Power-GNN: a graph over-sampling method to mitigate power-law distribution in graph neural networks	28
Concertorl: A reinforcement learning approach for finite-time single-life enhanced control and its application to direct-drive tandem-wing experiment platforms	28
Deep neural network-based feature selection with local false discovery rate estimation	28
TsDa-ASAM: Balancing efficiency and accuracy in coke image particle size segmentation via two-stage distillation-aware adaptive segment anything model	28
DOR: a novel dual-observation-based approach for recommendation systems	28
Uncover the reasons for performance differences between measurement functions (Provably)	28
GANet: geometry-aware network for RGB-D semantic segmentation	27
AI-driven 5G IoT e-nose for whiskey classification	27
HANE-SHC: Heterogeneous attributed network embedding with structural homophily contents	27
Graph cooperation deep reinforcement learning for ecological urban traffic signal control	26
Fast Micro-Expression recognition method based on Bi-Directional optical flow	26
Cross-view vehicle re-identification based on graph matching	26
SWADA: slide-window-based active domain adaptation for cross-modality medical image segmentation	26
ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization	26
Covariance-based metric model for cross-domain few-shot classification and learning-to-generalization	26
Learning hash index based on a shallow autoencoder	26
A connected network-regularized logistic regression model for feature selection	26
DifNet: Difference-based multi-resolution decomposition for time series anomaly detection	26
3P-ECLAT: mining partial periodic patterns in columnar temporal databases	26
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label	26
A transfer-based decision-making method based on expert risk attitude and reliability	26
Routing optimization with Monte Carlo Tree Search-based multi-agent reinforcement learning	26
A new clustering algorithm based on connectivity	26
Learning cascade regression for super-resolution image quality assessment	26
A novel Xi’an drum music generation method based on Bi-LSTM deep reinforcement learning	26
RAOD: refined oriented detector with augmented feature in remote sensing images object detection	25
Recognizing unknowns: a survey on visual open-set recognition	25
Zero-shot object detection with contrastive semantic association network	25
Balanced Loss Function for Long-tailed Semi-supervised Ship Detection	25
ESRNet: an exploring sample relationships network for arbitrary-shaped scene text detection	25
Multi-kernel partial label learning using graph contrast disambiguation	25
Weakly-supervised video anomaly detection via temporal resolution feature learning	25
Deformable image registration with attention-guided fusion of multi-scale deformation fields	25
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions	25
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation	25
Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture	25
Selection of a solar water heater for large-scale group decision making with hesitant fuzzy linguistic preference relations based on the best-worst method	25
An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization	25
Kernelized global-local discriminant information preservation for unsupervised domain adaptation	25
A gradient inversion attack defense method based on data augmentation	25
Routing hypergraph convolutional recurrent network for network traffic prediction	25
Improving knowledge graph completion via increasing embedding interactions	24
A Dual-input Fault Diagnosis Model Based on SE-MSCNN for Analog Circuits	24
Research on the prediction algorithm of aero engine lubricating oil consumption based on multi-feature information fusion	24
Probabilistic linguistic WASPAS method for patients’ prioritization by developing prioritized Maclaurin symmetric mean aggregation operators	24
Dynamic relation learning for link prediction in knowledge hypergraphs	24
Geometric algebra graph neural network for cross-domain few-shot classification	24
An improved spatial temporal graph convolutional network for robust skeleton-based action recognition	24
The updating methods of object-induced three-way concept in dynamic formal contexts	24
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification	24
UAVs rounding up inspired by communication multi-agent depth deterministic policy gradient	24
Geometric relation-based feature aggregation for 3D small object detection	24
Adaptive graph nonnegative matrix factorization with the self-paced regularization	24
QEFS: A novel plant disease prediction approach using quantum-inspired evolutionary feature selection	24
GFNet: gated fusion network for video saliency prediction	24
Bit-Close: a fast incremental concept calculation method	24
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis	24
Variational graph neural network with diffusion prior for link prediction	24
Online Markov Blanket Learning for High-Dimensional Data	24
MVSRF: Point cloud semantic segmentation and optimization method for granular construction objects	23
Incomplete multiview clustering with bipartite tensors	23
Polyphonic sound event localization and detection using channel-wise FusionNet	23
Local feature matching from detector-based to detector-free: a survey	23
Enhanced face aging using dual-learning and muti-attention mechanism	23
Finding the input features that reduce the entropy of a neural network’s prediction	23
Editorial note of the special issue on emerging topics in artificial intelligence selected from IEA/AIE2021	23
Solving uncapacitated P-Median problem with reinforcement learning assisted by graph attention networks	23
A granular XGBoost classification algorithm	23
A deep multivariate time series multistep forecasting network	23
Image classification based on quaternion-valued capsule network	23
NLINQ: A natural language interface for querying network performance	23
Cross-attention fusion and edge-guided fully supervised contrastive learning network for rail surface defect detection	23
A clustering-based archive handling method and multi-objective optimization of the optimal power flow problem	23
Remote sensing image change detection method based on dual-branch multi-level feature difference interactive learning	23
Adaptive task recommendation based on reinforcement learning in mobile crowd sensing	23
A dictionary based model for bengali document classification	23
Facial StO2-based personal identification: dataset construction, feasibility study, and recognition framework	23
Dictionary cache transformer for hyperspectral image classification	22
Deep learning techniques for point cloud tasks: a review	22
Differential evolution with dual-space-based population size adaptation and dynamic classification-based mutation strategy	22
Improved data-driven model-free adaptive control method for an upper extremity power-assist exoskeleton	22
Semi-supervised feature selection by minimum neighborhood redundancy and maximum neighborhood relevancy	22
Convolution-aware networks for random missing traffic data imputation	22
Efficient bi-level multi objective approach for budget-constrained dynamic Bag-of-Tasks scheduling problem in heterogeneous multi-cloud environment	22
LPPSLF: a lightweight privacy-preserving split learning framework for smart surveillance systems	22
HKGAT: heterogeneous knowledge graph attention network for explainable recommendation system	22
Long-tailed graph neural networks via graph structure learning for node classification	22
Sentiment aware tensor model for multi-criteria recommendation	22
Radial-based oversampling based on differential evolution for imbalanced data	22
A modified SimRank++ approach for searching crash simulation data	22
Dynamic dual mining framework for long-tailed out-of-distribution detection	22
Graph-based multi-label feature selection with dynamic graph constraints and latent representation learning	21
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification	21