Applied Intelligence

Article	Citations
More effective and efficient exploration via more refined gradient information	288
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	243
Transformer networks with adaptive inference for scene graph generation	204
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	163
High-density pedestrian detection algorithm based on deep information fusion	151
HLC: hierarchically-aware label correlation for hierarchical text classification	144
Aggregating knowledge-aware graph neural network and adaptive relational attention for recommendation	137
A novel cognitive diagnosis system with attention residual mechanism and broad learning	136
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process	127
INNES: An intelligent network penetration testing model based on deep reinforcement learning	121
Data augmented large language models for medical record generation	114
Resolution-sensitive self-supervised monocular absolute depth estimation	111
FeMIP: detector-free feature matching for multimodal images with policy gradient	99
Deep Learning Architecture for Computer Vision-based Structural Defect Detection	99
Group channel pruning and spatial attention distilling for object detection	95
Membership score machine for highly nonlinear classification for small data	87
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	87
Semantic-consistent learning for one-shot joint entity and relation extraction	87
Recursive least squares method for training and pruning convolutional neural networks	82
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	74
An evolutionary framework for automatic security guards deployment in large public spaces	74
Diffeomorphic matching with multiscale kernels based on sparse parameterization for cross-view target detection	70
Stochastic-simulation-based multi-attribute group decision-making method under uncertain environment and the application	69
Detecting log anomaly using subword attention encoder and probabilistic feature selection	65
Broadcast news story segmentation using sticky hierarchical dirichlet process	65

Evolutionary many-objective satisfiability solver for configuring software product lines	64
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis	64
MsDA: Multi-scale domain adaptation dehazing network	63
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	63
NkEL: nearest k-labelsets ensemble for multi-label learning	62
Question difficulty estimation via enhanced directional modality association transformer	61
Dictionary learning for unsupervised feature selection via dual sparse regression	60
An efficient pruning and fine-tuning method for deep spiking neural network	59
Visual enhanced hierarchical network for sentence-based video thumbnail generation	57
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning	57
Solving the cooperative scheduling problem of muck transport under time-segment restriction in an entire region	57
Graph neural networks with selective attention and path reasoning for document-level relation extraction	52
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	51
Semantic-aware matrix factorization hashing with intra- and inter-modality fusion for image-text retrieval	51
Integrated self-supervised label propagation for label imbalanced sets	51
MSDM: multi-space diffusion with dynamic loss weight	50
FGO-Net: Feature and Gaussian Optimization Network for visual saliency prediction	50
A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house	49
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	49
FAGCL: frequency-based augmentation graph contrastive learning for recommendation	48
Imitation learning by state-only distribution matching	48
HRANet: Hierarchical region-aware network for crowd counting	47
Probabilistic linguistic hesitant fuzzy multi-attribute decision making for rural revitalization project selection of China	47
Adaptive federated deep reinforcement learning for edge offloading in heterogeneous AGI-MEC networks	46
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	45
3DGCformer: 3-Dimensional Graph Convolutional transformer for multi-step origin–destination matrix forecasting	45
Multi-scale contrastive learning via aggregated subgraph for link prediction	45
An approach to software defect prediction for small-sized datasets	45
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	44
DynaQ: online learning from imbalanced multi-class streams through dynamic sampling	44
Parallel grid-based density peak clustering of big trajectory data	44
Automated classification of remote sensing satellite images using deep learning based vision transformer	43
Semi-supervised nonnegative matrix factorization with positive and negative label propagations	43
Optimal time-based strategy for automated negotiation	43
An incremental rare association rule mining approach with a life cycle tree structure considering time-sensitive data	43
Image encryption using permutation generated by modified Regula-Falsi method	43
A joint attention enhancement network for text classification applied to citizen complaint reporting	42
A semantic visual SLAM towards object selection and tracking optimization	41
A multi-class partial hinge loss for partial label learning	41
A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection	41
Towards designing a generic and comprehensive deep reinforcement learning framework	40
A water quality prediction method based on k-nearest-neighbor probability rough sets and PSO-LSTM	40
MHGNN: Multi-view fusion based Heterogeneous Graph Neural Network	40
A two-stage progressive shadow removal network	39
Hiding from infrared detectors in real world with adversarial clothes	39
Cross-language font style transfer	39
SentATN: learning sentence transferable embeddings for cross-domain sentiment classification	38
Adapted human pose: monocular 3D human pose estimation with zero real 3D pose data	38
A DRL based cooperative approach for parking space allocation in an automated valet parking system	37
Attribute reduction approaches under interval-valued q-rung orthopair fuzzy soft framework	37

Dimensionality reduction by t-Distribution adaptive manifold embedding	37
Optimized activation for quantum-inspired self-supervised neural network based fully automated brain lesion segmentation	37
Multi-label learning of missing labels using label-specific features: an embedded packaging method	37
Multiple graph convolutional networks for aspect-based sentiment analysis	36
Multi-dictionary induced low-rank representation with multi-manifold regularization	36
Enhancing scenic recommendation and tour route personalization in tourism using UGC text mining	36
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	36
DIResUNet: Architecture for multiclass semantic segmentation of high resolution remote sensing imagery data	36
Class feature Sub-space for few-shot classification	35
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	35
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection	35
A Text-Specific Domain Adaptive Network for Scene Text Detection in the Wild	35
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	35
A novel synthetic minority oversampling technique based on relative and absolute densities for imbalanced classification	35
Deep manifold matrix factorization autoencoder using global connectivity for link prediction	34
Beyond games: a systematic review of neural Monte Carlo tree search applications	34
DATrack: direction attention based transformer tracker	34
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	34
Feature selection using self-information uncertainty measures in neighborhood information systems	33
Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network	33
Metaheuristics and strategic behavior of markovian retrial queue under breakdown, vacation and bernoulli feedback	33
Big data fusion with knowledge graph: a comprehensive overview	33
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems	33
Accelerated multi-granularity reduction based on neighborhood rough sets	33
A dynamic matrix equation solution method based on NCBC-ZNN and its application on hyperspectral image multi-target detection	32
Behavior sessions and time-aware for multi-target sequential recommendation	32
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	32
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization	32
LightNet+: A dual-source lightning forecasting network with bi-direction spatiotemporal transformation	32
IV-GNN : interval valued data handling using graph neural network	32
Deceptive opinion spam detection approaches: a literature survey	32
An efficient deep neural model for detecting crowd anomalies in videos	32
Semi-supervised medical imaging segmentation with soft pseudo-label fusion	31
Multi-head multi-order graph attention networks	31
Symmetric perception and ordinal regression for detecting scoliosis natural image	31
An enhanced seagull optimization algorithm for solving engineering optimization problems	31
Kernelized global-local discriminant information preservation for unsupervised domain adaptation	30
The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling	30
Energy efficiency-driven mobile base station deployment strategy for shopping malls using modified improved differential evolution algorithm	30
Concertorl: A reinforcement learning approach for finite-time single-life enhanced control and its application to direct-drive tandem-wing experiment platforms	30
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion	30
An edge-driven multi-agent optimization model for infectious disease detection	30
Improving the transferability of adversarial samples with channel switching	30
Re-induction based mining for high utility item-sets	30
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection	30
Power-GNN: a graph over-sampling method to mitigate power-law distribution in graph neural networks	29
GANet: geometry-aware network for RGB-D semantic segmentation	29
Harris hawks optimization algorithm based on elite fractional mutation for data clustering	29
Noise-residual Mixup for unsupervised adversarial domain adaptation	29
SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer	29
ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization	29
An automatic methodology for full dentition maturity staging from OPG images using deep learning	29
Image generation step by step: animation generation-image translation	29
Dynamic relation learning for link prediction in knowledge hypergraphs	29
HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity	29
TsDa-ASAM: Balancing efficiency and accuracy in coke image particle size segmentation via two-stage distillation-aware adaptive segment anything model	29
Uncover the reasons for performance differences between measurement functions (Provably)	29
DifNet: Difference-based multi-resolution decomposition for time series anomaly detection	29
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis	29
Cross-view vehicle re-identification based on graph matching	28
Graph cooperation deep reinforcement learning for ecological urban traffic signal control	28
A novel selective learning based transformer encoder architecture with enhanced word representation	28
UAVs rounding up inspired by communication multi-agent depth deterministic policy gradient	28
The updating methods of object-induced three-way concept in dynamic formal contexts	28
SWADA: slide-window-based active domain adaptation for cross-modality medical image segmentation	28
Deep neural network-based feature selection with local false discovery rate estimation	28
Quantifying quality of class-conditional generative models in time series domain	28
ESRNet: an exploring sample relationships network for arbitrary-shaped scene text detection	27
Multiview diffusion-based affinity graph learning with good neighbourhoods for salient object detection	27
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle	27
Cross-language few-shot intent recognition via prompt-based tuning	27
Methods of managing the evolution of ontologies and their alignments	27
Balanced Loss Function for Long-tailed Semi-supervised Ship Detection	27
Routing hypergraph convolutional recurrent network for network traffic prediction	27
Learning vision based autonomous lateral vehicle control without supervision	27
Probabilistic linguistic WASPAS method for patients’ prioritization by developing prioritized Maclaurin symmetric mean aggregation operators	27
Restoration of turbulence-degraded images using the modified convolutional neural network	27
Power allocation method based on modified social network search algorithm	26
Towards continuous consistency axiom	26
Variational graph neural network with diffusion prior for link prediction	26

Correction to: WSMOTER: a novel approach for imbalanced regression	26
Label distribution feature selection based on label-specific features	26
Contextual-wise discriminative feature extraction and robust network learning for subcortical structure segmentation	26
Document-level relation extraction via commonsense knowledge enhanced graph representation learning	26
Human identification based on Gait Manifold	26
Feature ranking based consensus clustering for feature subset selection	26
Selection of a solar water heater for large-scale group decision making with hesitant fuzzy linguistic preference relations based on the best-worst method	26
DIPE: a diagnosis-assisted inquiry point extractor towards medical dialogues	26
MFC-Net: Multi-scale fusion coding network for Image Deblurring	25
Requirement-service mapping technology in the industrial application field based on large language models	25
RAOD: refined oriented detector with augmented feature in remote sensing images object detection	25
Sample extraction and expansion method with feature reconstruction and deformation information	25
MultiHop attention for knowledge diagnosis of mathematics examination	25
Learning bi-grained cross-correlation siamese networks for visual tracking	25
Data obsolescence detection in the light of newly acquired valid observations	25
IAA-VSR: An iterative alignment algorithm for video super-resolution	25
GFNet: gated fusion network for video saliency prediction	24
Learning cascade regression for super-resolution image quality assessment	24
Multi-kernel partial label learning using graph contrast disambiguation	24
A multi-view convolutional neural network based on cross-connection and residual-wider	24
Routing optimization with Monte Carlo Tree Search-based multi-agent reinforcement learning	24
Weakly-supervised video anomaly detection via temporal resolution feature learning	24
Knowledge transfer via distillation from time and frequency domain for time series classification	24
A novel Xi’an drum music generation method based on Bi-LSTM deep reinforcement learning	24
DOR: a novel dual-observation-based approach for recommendation systems	24
Boosting semi-supervised network representation learning with pseudo-multitasking	24
HANE-SHC: Heterogeneous attributed network embedding with structural homophily contents	24
Adaptive graph nonnegative matrix factorization with the self-paced regularization	24
A Dual-input Fault Diagnosis Model Based on SE-MSCNN for Analog Circuits	24
Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis	24
A new clustering algorithm based on connectivity	24
DTR4Rec: direct transition relationship for sequential recommendation	24
Learning hash index based on a shallow autoencoder	24
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label	24
Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture	23
Enhancing few-shot learning using targeted mixup	23
3P-ECLAT: mining partial periodic patterns in columnar temporal databases	23
WLKA-RVS: a retinal vessel segmentation method using weighted large kernel attention	23
Zero-shot object detection with contrastive semantic association network	23
A connected network-regularized logistic regression model for feature selection	23
Defect classification on limited labeled samples with multiscale feature fusion and semi-supervised learning	23
QEFS: A novel plant disease prediction approach using quantum-inspired evolutionary feature selection	23
Geometric relation-based feature aggregation for 3D small object detection	23
Unsupervised hash retrieval based on multiple similarity matrices and text self-attention mechanism	23
Bit-Close: a fast incremental concept calculation method	23
A transfer-based decision-making method based on expert risk attitude and reliability	23
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions	23
NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning	23
Center transfer for supervised domain adaptation	23
Deformable image registration with attention-guided fusion of multi-scale deformation fields	23
An improved spatial temporal graph convolutional network for robust skeleton-based action recognition	23
Research on the prediction algorithm of aero engine lubricating oil consumption based on multi-feature information fusion	23
From private to public: benchmarking GANs in the context of private time series classification	23
Semantic segmentation based on double pyramid network with improved global attention mechanism	23
Improving knowledge graph completion via increasing embedding interactions	23
Generalized eigenvalue extreme learning machine for classification	23
Fast Micro-Expression recognition method based on Bi-Directional optical flow	23
Covariance-based metric model for cross-domain few-shot classification and learning-to-generalization	23
An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization	23
AI-driven 5G IoT e-nose for whiskey classification	23
Clean and robust affinity matrix learning for multi-view clustering	22
Finding the input features that reduce the entropy of a neural network’s prediction	22
A deep multivariate time series multistep forecasting network	22
NLINQ: A natural language interface for querying network performance	22
Enhanced face aging using dual-learning and muti-attention mechanism	22
A modified SimRank++ approach for searching crash simulation data	22
A dictionary based model for bengali document classification	22
Chaotic arithmetic optimization algorithm	22
Improved data-driven model-free adaptive control method for an upper extremity power-assist exoskeleton	22
Online Markov Blanket Learning for High-Dimensional Data	22
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification	22
Polyphonic sound event localization and detection using channel-wise FusionNet	22
Adaptive task recommendation based on reinforcement learning in mobile crowd sensing	22
Image classification based on quaternion-valued capsule network	22
Geometric algebra graph neural network for cross-domain few-shot classification	22
Fine segmentation and difference-aware shape adjustment for category-level 6DoF object pose estimation	22
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation	22
Radial-based oversampling based on differential evolution for imbalanced data	22
Decomposition-based multiobjective evolutionary algorithm with density estimation-based dynamical neighborhood strategy	22
Cross-attention fusion and edge-guided fully supervised contrastive learning network for rail surface defect detection	21
Editorial note of the special issue on emerging topics in artificial intelligence selected from IEA/AIE2021	21
Boosting deep cross-modal retrieval hashing with adversarially robust training	21
Complete joint global and local collaborative marginal fisher analysis	21
Discovering periodic cluster patterns in event sequence databases	21
Feature selection for label distribution learning using Dempster-Shafer evidence theory	21
MVSRF: Point cloud semantic segmentation and optimization method for granular construction objects	21
Modeling adaptive empathy based on neutral assessment: a way to enhance the prosocial behaviors of socialized agents under the premise of self-security	21
Retraction Note: Incremental deep forest for multi-label data streams learning	21
Correction to: Dirichlet stochastic weights averaging for graph neural networks	21
Boosting sparsely annotated shadow detection	21
Facial StO2-based personal identification: dataset construction, feasibility study, and recognition framework	21
Hierarchical history based information selection for document grounded dialogue generation	21
Graph-based multi-label feature selection with dynamic graph constraints and latent representation learning	21
Word representation using refined contexts	21
Neural network architecture with intermediate distribution-driven layer for classification of multidimensional data with low class separability	21