Applied Intelligence

Article	Citations
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	406
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	362
Semantic-consistent learning for one-shot joint entity and relation extraction	282
Membership score machine for highly nonlinear classification for small data	185
An evolutionary framework for automatic security guards deployment in large public spaces	141
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	135
Question difficulty estimation via enhanced directional modality association transformer	122
MSDM: multi-space diffusion with dynamic loss weight	110
An incremental rare association rule mining approach with a life cycle tree structure considering time-sensitive data	94
A novel cognitive diagnosis system with attention residual mechanism and broad learning	84
3DGCformer: 3-Dimensional Graph Convolutional transformer for multi-step origin–destination matrix forecasting	78
A joint attention enhancement network for text classification applied to citizen complaint reporting	73
Multiple graph convolutional networks for aspect-based sentiment analysis	72
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	67
FAGCL: frequency-based augmentation graph contrastive learning for recommendation	65
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis	65
Multi-dictionary induced low-rank representation with multi-manifold regularization	63
Dictionary learning for unsupervised feature selection via dual sparse regression	62
An approach to software defect prediction for small-sized datasets	60
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process	59
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	57
Solving the cooperative scheduling problem of muck transport under time-segment restriction in an entire region	57
Stochastic-simulation-based multi-attribute group decision-making method under uncertain environment and the application	54
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning	54
Visual enhanced hierarchical network for sentence-based video thumbnail generation	54

Semantic-aware matrix factorization hashing with intra- and inter-modality fusion for image-text retrieval	54
AI-crafted narratives: an empirical study on generating interactive stories using generative pre-training transformers	51
A Text-Specific Domain Adaptive Network for Scene Text Detection in the Wild	50
GenDetect-GAN: generative adversarial network model for machine-generated text detection	49
More effective and efficient exploration via more refined gradient information	49
A multi-class partial hinge loss for partial label learning	48
Dimensionality reduction by t-Distribution adaptive manifold embedding	48
DATrack: direction attention based transformer tracker	48
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	48
An adaptive dynamic multi-objective evolutionary algorithm using two-stage correlation-based decision variable analysis	47
Column coordinate based dynamic gain aging-aware quantized iterative learning control	46
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	46
Big data fusion with knowledge graph: a comprehensive overview	46
SDLK-Net: Enhanced squeezed directional large kernel multi-scale multi-modal fusion network for salient object detection	46
Cross-language font style transfer	45
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	45
Recursive least squares method for training and pruning convolutional neural networks	44
Imitation learning by state-only distribution matching	44
A two-stage progressive shadow removal network	44
Graph neural networks with selective attention and path reasoning for document-level relation extraction	43
A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection	43
An efficient deep neural model for detecting crowd anomalies in videos	43
Hiding from infrared detectors in real world with adversarial clothes	42
Beyond games: a systematic review of neural Monte Carlo tree search applications	41
A semantic visual SLAM towards object selection and tracking optimization	41
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	41
DynaQ: online learning from imbalanced multi-class streams through dynamic sampling	40
FeMIP: detector-free feature matching for multimodal images with policy gradient	39
Adaptive federated deep reinforcement learning for edge offloading in heterogeneous AGI-MEC networks	39
A water quality prediction method based on k-nearest-neighbor probability rough sets and PSO-LSTM	39
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	39
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	39
FGO-Net: Feature and Gaussian Optimization Network for visual saliency prediction	39
Deep Learning Architecture for Computer Vision-based Structural Defect Detection	39
Transformer networks with adaptive inference for scene graph generation	38
A dynamic matrix equation solution method based on NCBC-ZNN and its application on hyperspectral image multi-target detection	38
INNES: An intelligent network penetration testing model based on deep reinforcement learning	38
Data augmented large language models for medical record generation	38
Deep manifold matrix factorization autoencoder using global connectivity for link prediction	37
An efficient pruning and fine-tuning method for deep spiking neural network	37
Behavior sessions and time-aware for multi-target sequential recommendation	37
Multi-scale contrastive learning via aggregated subgraph for link prediction	37
A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house	37
Probabilistic linguistic hesitant fuzzy multi-attribute decision making for rural revitalization project selection of China	37
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection	37
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection	37
Detecting log anomaly using subword attention encoder and probabilistic feature selection	36
MHGNN: Multi-view fusion based Heterogeneous Graph Neural Network	36
Feature selection using self-information uncertainty measures in neighborhood information systems	36
Diffeomorphic matching with multiscale kernels based on sparse parameterization for cross-view target detection	36

HLC: hierarchically-aware label correlation for hierarchical text classification	36
Symmetric perception and ordinal regression for detecting scoliosis natural image	35
An unsupervised hybrid feature selection approach using scalable laplacian score and binary particle swarm optimization	35
Multi-label learning of missing labels using label-specific features: an embedded packaging method	35
Metaheuristics and strategic behavior of markovian retrial queue under breakdown, vacation and bernoulli feedback	35
Class feature Sub-space for few-shot classification	34
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	34
Optimal time-based strategy for automated negotiation	34
NkEL: nearest k-labelsets ensemble for multi-label learning	34
A DRL based cooperative approach for parking space allocation in an automated valet parking system	34
Enhancing scenic recommendation and tour route personalization in tourism using UGC text mining	34
Correction to: Semi-supervised outlier detection for partially labeled numerical data using generalized multigranulation fuzzy neighborhood rough set	33
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	33
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	33
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems	33
PACAN-CGH: a physics-aware complex-valued attention network for real-time and high-quality computer-generated hologram	33
Resolution-sensitive self-supervised monocular absolute depth estimation	33
Local geometry mean divergence learned from data manifold for deep domain adaptation	33
Integrated self-supervised label propagation for label imbalanced sets	33
Automated classification of remote sensing satellite images using deep learning based vision transformer	33
IV-GNN : interval valued data handling using graph neural network	32
Semi-supervised medical imaging segmentation with soft pseudo-label fusion	32
Multi-head multi-order graph attention networks	32
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion	32
Restoration of turbulence-degraded images using the modified convolutional neural network	31
The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling	31
MultiHop attention for knowledge diagnosis of mathematics examination	31
WLKA-RVS: a retinal vessel segmentation method using weighted large kernel attention	30
Feature ranking based consensus clustering for feature subset selection	30
Contextual-wise discriminative feature extraction and robust network learning for subcortical structure segmentation	30
Semantic segmentation based on double pyramid network with improved global attention mechanism	30
Towards continuous consistency axiom	30
Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture	29
Improving the transferability of adversarial samples with channel switching	29
Variational graph neural network with diffusion prior for link prediction	29
Deep neural network-based feature selection with local false discovery rate estimation	29
Label distribution feature selection based on label-specific features	29
A novel selective learning based transformer encoder architecture with enhanced word representation	29
Center transfer for supervised domain adaptation	29
Concertorl: A reinforcement learning approach for finite-time single-life enhanced control and its application to direct-drive tandem-wing experiment platforms	29
An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization	29
Routing optimization with Monte Carlo Tree Search-based multi-agent reinforcement learning	28
Balanced Loss Function for Long-tailed Semi-supervised Ship Detection	28
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis	28
A gradient inversion attack defense method based on data augmentation	28
Re-induction based mining for high utility item-sets	28
Enhancing counterfactual explanations with causal inference: integrating DirectLiNGAM and variational autoencoders for constraint-aware generation	28
ESRNet: an exploring sample relationships network for arbitrary-shaped scene text detection	28
Dynamic relation learning for link prediction in knowledge hypergraphs	28
SWADA: slide-window-based active domain adaptation for cross-modality medical image segmentation	27
TsDa-ASAM: Balancing efficiency and accuracy in coke image particle size segmentation via two-stage distillation-aware adaptive segment anything model	27
HANE-SHC: Heterogeneous attributed network embedding with structural homophily contents	27
DTR4Rec: direct transition relationship for sequential recommendation	27
AI-driven 5G IoT e-nose for whiskey classification	27
A transfer-based decision-making method based on expert risk attitude and reliability	26
SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer	26
DOR: a novel dual-observation-based approach for recommendation systems	26
Cross-language few-shot intent recognition via prompt-based tuning	26
A new clustering algorithm based on connectivity	26
Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis	26
Fast Micro-Expression recognition method based on Bi-Directional optical flow	26
Enhancing few-shot learning using targeted mixup	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
Adaptive graph nonnegative matrix factorization with the self-paced regularization	25
Recognizing unknowns: a survey on visual open-set recognition	25
ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization	25
Multi-kernel partial label learning using graph contrast disambiguation	25
Requirement-service mapping technology in the industrial application field based on large language models	25
Graph cooperation deep reinforcement learning for ecological urban traffic signal control	25
GFNet: gated fusion network for video saliency prediction	25
DIPE: a diagnosis-assisted inquiry point extractor towards medical dialogues	25
Zero-shot object detection with contrastive semantic association network	25
Learning cascade regression for super-resolution image quality assessment	25
Covariance-based metric model for cross-domain few-shot classification and learning-to-generalization	25
A novel Xi’an drum music generation method based on Bi-LSTM deep reinforcement learning	25
Routing hypergraph convolutional recurrent network for network traffic prediction	25
Methods of managing the evolution of ontologies and their alignments	25
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle	25
Quantifying quality of class-conditional generative models in time series domain	25
3P-ECLAT: mining partial periodic patterns in columnar temporal databases	25

A Dual-input Fault Diagnosis Model Based on SE-MSCNN for Analog Circuits	24
Multiview diffusion-based affinity graph learning with good neighbourhoods for salient object detection	24
Research on the prediction algorithm of aero engine lubricating oil consumption based on multi-feature information fusion	24
Human identification based on Gait Manifold	24
Learning vision based autonomous lateral vehicle control without supervision	24
CMA-ES hyperparameter optimization of the densenet model for biometric retina identification	24
From private to public: benchmarking GANs in the context of private time series classification	24
An automatic methodology for full dentition maturity staging from OPG images using deep learning	24
Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition	24
Power-GNN: a graph over-sampling method to mitigate power-law distribution in graph neural networks	24
A multi-view convolutional neural network based on cross-connection and residual-wider	24
Correction to: WSMOTER: a novel approach for imbalanced regression	24
NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning	24
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label	24
GANet: geometry-aware network for RGB-D semantic segmentation	24
Weakly-supervised video anomaly detection via temporal resolution feature learning	24
Geometric relation-based feature aggregation for 3D small object detection	24
A time-series progressive generative adversarial network for improving imbalanced fetal heart rate signal classification	24
Document-level relation extraction via commonsense knowledge enhanced graph representation learning	24
QEFS: A novel plant disease prediction approach using quantum-inspired evolutionary feature selection	23
Kernelized global-local discriminant information preservation for unsupervised domain adaptation	23
Bit-Close: a fast incremental concept calculation method	23
UAVs rounding up inspired by communication multi-agent depth deterministic policy gradient	23
DifNet: Difference-based multi-resolution decomposition for time series anomaly detection	23
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions	23
Online Markov Blanket Learning for High-Dimensional Data	23
HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity	23
Power allocation method based on modified social network search algorithm	23
A novel digital watermarking algorithm utilizing discrete memristor chaos and enhanced by hopfield neural networks	23
Uncover the reasons for performance differences between measurement functions (Provably)	23
An improved spatial temporal graph convolutional network for robust skeleton-based action recognition	23
BiFP-ATFL-YOLO11: an enhanced YOLO11-based object detector with BiFPN and adaptive threshold focal loss for street view perception	23
Learning hash index based on a shallow autoencoder	23
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation	23
Deep learning models for digital medical imaging: a survey	23
Transformer++: a long sequence modeling method based on direction-aware dual attention and multi-head sampling	23
MVSRF: Point cloud semantic segmentation and optimization method for granular construction objects	22
Clustering-based multi-featured self-supervised learning for human activities and video retrieval	22
Autonomous underwater vehicle visual enhancement using area-to-point kriging and multi-color spaces embedding	22
Hypergraph random field model for multiple object tracking in dense scenarios	22
Towards evolving software recommendation with time-sliced social and behavioral information	22
Remote sensing image change detection method based on dual-branch multi-level feature difference interactive learning	22
Image classification based on quaternion-valued capsule network	22
A dictionary based model for bengali document classification	22
Complex product network change prediction method based on GANs with small sample data	22
Multi-optimization scheme for in-situ training of memristor neural network based on contrastive learning	22
Application of switching-input LSTM network for vessel trajectory prediction	22
Enhancing the generalization ability of deep learning model for radio signal modulation recognition	22
UAV target following in complex occluded environments with adaptive multi-modal fusion	22
A modified SimRank++ approach for searching crash simulation data	22
Enhanced face aging using dual-learning and muti-attention mechanism	22
Editorial note of the special issue on emerging topics in artificial intelligence selected from IEA/AIE2021	22
Improved data-driven model-free adaptive control method for an upper extremity power-assist exoskeleton	22
Seeking fixed-time practical consensus tracking of networked nonlinear agent systems with saturation via improved extended state observer	22
Revisiting multi-view semi-supervised classification: a reinforcement learning perspective	22
LPPSLF: a lightweight privacy-preserving split learning framework for smart surveillance systems	22
Noise cleaning for nonuniform ordinal labels based on inter-class distance	22
Differential evolution with dual-space-based population size adaptation and dynamic classification-based mutation strategy	22
Incomplete multiview clustering with bipartite tensors	22
Facial StO2-based personal identification: dataset construction, feasibility study, and recognition framework	22
Long-term electrocardiogram signal quality assessment pipeline based on a frequency-adaptive mean absolute deviation curve	21
BSAN: bilateral synergistic aggregation network for aspect-based sentiment analysis	21
DDSPNet: A Two-stage defect detection and severity prediction model for industrial products	21
Efficient bi-level multi objective approach for budget-constrained dynamic Bag-of-Tasks scheduling problem in heterogeneous multi-cloud environment	21
Energy service selection method based on deep reinforcement learning and blockchain smart contract	21
Robust model estimation by using preference analysis and information theory principles	21
Global relationship memory network for retinal capillary segmentation on optical coherence tomography angiography images	21
Complete joint global and local collaborative marginal fisher analysis	21
Radial-based oversampling based on differential evolution for imbalanced data	21
Multi-granularity representation learning for sketch-based dynamic face image retrieval	21
The relationship among some special concepts from the perspective of formal context restoration	21
Polyphonic sound event localization and detection using channel-wise FusionNet	21
Boosting sparsely annotated shadow detection	21
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning	21
Fine segmentation and difference-aware shape adjustment for category-level 6DoF object pose estimation	21
Neural network architecture with intermediate distribution-driven layer for classification of multidimensional data with low class separability	21
Deep learning techniques for point cloud tasks: a review	21
Correction to: The AI4Citizen pilot: Pipelining AI-based technologies to support school-work alternation programmes	21
Hierarchical history based information selection for document grounded dialogue generation	21
Self-supervised motion forecasting with local information interaction in autonomous driving	21
Deep reinforcement learning for UAV attitude control via adaptive gain optimization	21
Shooting review spam with a weakly supervised approach and a sentiment-distribution-oriented method	21
HEFANet: hierarchical efficient fusion and aggregation segmentation network for enhanced rgb-thermal urban scene parsing	21
Long-tailed graph neural networks via graph structure learning for node classification	21
Correction to: Dirichlet stochastic weights averaging for graph neural networks	21
HKGAT: heterogeneous knowledge graph attention network for explainable recommendation system	20
Cross-attention fusion and edge-guided fully supervised contrastive learning network for rail surface defect detection	20
Communication scheduling via proposed multi-agent reinforcement learning with centralized learning and distributed execution	20
Boosting deep cross-modal retrieval hashing with adversarially robust training	20
NLINQ: A natural language interface for querying network performance	20
3D reconstruction system and multiobject local tracking algorithm designed for billiards	20
Retraction Note: Incremental deep forest for multi-label data streams learning	20
Dictionary cache transformer for hyperspectral image classification	20
Graph-based multi-label feature selection with dynamic graph constraints and latent representation learning	20
Novel dropout approach for mitigating over-smoothing in graph neural networks	20