Applied Intelligence

Article	Citations
More effective and efficient exploration via more refined gradient information	300
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	256
Transformer networks with adaptive inference for scene graph generation	220
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	172
High-density pedestrian detection algorithm based on deep information fusion	159
INNES: An intelligent network penetration testing model based on deep reinforcement learning	145
Resolution-sensitive self-supervised monocular absolute depth estimation	141
FeMIP: detector-free feature matching for multimodal images with policy gradient	133
Deep Learning Architecture for Computer Vision-based Structural Defect Detection	124
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	117
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	115
Semantic-consistent learning for one-shot joint entity and relation extraction	106
Membership score machine for highly nonlinear classification for small data	102
Recursive least squares method for training and pruning convolutional neural networks	100
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	97
An evolutionary framework for automatic security guards deployment in large public spaces	97
Diffeomorphic matching with multiscale kernels based on sparse parameterization for cross-view target detection	88
Detecting log anomaly using subword attention encoder and probabilistic feature selection	87
Broadcast news story segmentation using sticky hierarchical dirichlet process	81
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis	78
Evolutionary many-objective satisfiability solver for configuring software product lines	75
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	72
MsDA: Multi-scale domain adaptation dehazing network	69
NkEL: nearest k-labelsets ensemble for multi-label learning	68
Question difficulty estimation via enhanced directional modality association transformer	67

Dictionary learning for unsupervised feature selection via dual sparse regression	65
An efficient pruning and fine-tuning method for deep spiking neural network	64
Solving the cooperative scheduling problem of muck transport under time-segment restriction in an entire region	63
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning	63
Semantic-aware matrix factorization hashing with intra- and inter-modality fusion for image-text retrieval	62
Visual enhanced hierarchical network for sentence-based video thumbnail generation	62
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	61
Integrated self-supervised label propagation for label imbalanced sets	61
MSDM: multi-space diffusion with dynamic loss weight	59
FGO-Net: Feature and Gaussian Optimization Network for visual saliency prediction	59
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	56
Multiple graph convolutional networks for aspect-based sentiment analysis	55
Group channel pruning and spatial attention distilling for object detection	53
Aggregating knowledge-aware graph neural network and adaptive relational attention for recommendation	53
Deceptive opinion spam detection approaches: a literature survey	52
Enhancing scenic recommendation and tour route personalization in tourism using UGC text mining	51
Rank-driven salp swarm algorithm with orthogonal opposition-based learning for global optimization	50
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process	50
An enhanced seagull optimization algorithm for solving engineering optimization problems	50
A two-stage progressive shadow removal network	49
SentATN: learning sentence transferable embeddings for cross-domain sentiment classification	49
MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	48
DATrack: direction attention based transformer tracker	48
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems	48
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion	47
Energy efficiency-driven mobile base station deployment strategy for shopping malls using modified improved differential evolution algorithm	47
IV-GNN : interval valued data handling using graph neural network	46
Accelerated multi-granularity reduction based on neighborhood rough sets	46
A dynamic matrix equation solution method based on NCBC-ZNN and its application on hyperspectral image multi-target detection	46
LightNet+: A dual-source lightning forecasting network with bi-direction spatiotemporal transformation	46
A joint attention enhancement network for text classification applied to citizen complaint reporting	45
Symmetric perception and ordinal regression for detecting scoliosis natural image	45
Stochastic-simulation-based multi-attribute group decision-making method under uncertain environment and the application	45
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	45
HRANet: Hierarchical region-aware network for crowd counting	44
FAGCL: frequency-based augmentation graph contrastive learning for recommendation	44
DynaQ: online learning from imbalanced multi-class streams through dynamic sampling	43
Optimal time-based strategy for automated negotiation	42
A multi-class partial hinge loss for partial label learning	42
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	42
A semantic visual SLAM towards object selection and tracking optimization	42
A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection	40
Towards designing a generic and comprehensive deep reinforcement learning framework	40
Attribute reduction approaches under interval-valued q-rung orthopair fuzzy soft framework	39
Multi-label learning of missing labels using label-specific features: an embedded packaging method	39
A DRL based cooperative approach for parking space allocation in an automated valet parking system	38
Multi-dictionary induced low-rank representation with multi-manifold regularization	38
Optimized activation for quantum-inspired self-supervised neural network based fully automated brain lesion segmentation	38
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	38
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	38

A Text-Specific Domain Adaptive Network for Scene Text Detection in the Wild	37
HLC: hierarchically-aware label correlation for hierarchical text classification	37
An incremental rare association rule mining approach with a life cycle tree structure considering time-sensitive data	37
Multi-head multi-order graph attention networks	37
An edge-driven multi-agent optimization model for infectious disease detection	37
Graph neural networks with selective attention and path reasoning for document-level relation extraction	37
Big data fusion with knowledge graph: a comprehensive overview	36
3DGCformer: 3-Dimensional Graph Convolutional transformer for multi-step origin–destination matrix forecasting	36
Probabilistic linguistic hesitant fuzzy multi-attribute decision making for rural revitalization project selection of China	36
A novel cognitive diagnosis system with attention residual mechanism and broad learning	36
Multi-scale contrastive learning via aggregated subgraph for link prediction	36
Adaptive federated deep reinforcement learning for edge offloading in heterogeneous AGI-MEC networks	36
Adapted human pose: monocular 3D human pose estimation with zero real 3D pose data	35
An approach to software defect prediction for small-sized datasets	35
A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house	35
A novel synthetic minority oversampling technique based on relative and absolute densities for imbalanced classification	35
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	35
Class feature Sub-space for few-shot classification	35
Data augmented large language models for medical record generation	34
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection	34
Imitation learning by state-only distribution matching	34
Cross-language font style transfer	34
DIResUNet: Architecture for multiclass semantic segmentation of high resolution remote sensing imagery data	34
MHGNN: Multi-view fusion based Heterogeneous Graph Neural Network	34
An efficient deep neural model for detecting crowd anomalies in videos	33
Feature selection using self-information uncertainty measures in neighborhood information systems	33
Semi-supervised medical imaging segmentation with soft pseudo-label fusion	33
Deep manifold matrix factorization autoencoder using global connectivity for link prediction	33
Metaheuristics and strategic behavior of markovian retrial queue under breakdown, vacation and bernoulli feedback	32
Semi-supervised nonnegative matrix factorization with positive and negative label propagations	32
Behavior sessions and time-aware for multi-target sequential recommendation	32
Dimensionality reduction by t-Distribution adaptive manifold embedding	32
Image encryption using permutation generated by modified Regula-Falsi method	32
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection	32
Beyond games: a systematic review of neural Monte Carlo tree search applications	32
Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network	32
Hiding from infrared detectors in real world with adversarial clothes	32
A water quality prediction method based on k-nearest-neighbor probability rough sets and PSO-LSTM	32
Automated classification of remote sensing satellite images using deep learning based vision transformer	32
Re-induction based mining for high utility item-sets	31
Harris hawks optimization algorithm based on elite fractional mutation for data clustering	31
Concertorl: A reinforcement learning approach for finite-time single-life enhanced control and its application to direct-drive tandem-wing experiment platforms	31
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis	31
The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling	31
Kernelized global-local discriminant information preservation for unsupervised domain adaptation	31
Uncover the reasons for performance differences between measurement functions (Provably)	31
Deep neural network-based feature selection with local false discovery rate estimation	30
Image generation step by step: animation generation-image translation	30
A novel selective learning based transformer encoder architecture with enhanced word representation	30
SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer	30
Cross-view vehicle re-identification based on graph matching	30
Noise-residual Mixup for unsupervised adversarial domain adaptation	30
Learning vision based autonomous lateral vehicle control without supervision	29
Selection of a solar water heater for large-scale group decision making with hesitant fuzzy linguistic preference relations based on the best-worst method	29
AI-driven 5G IoT e-nose for whiskey classification	29
Fast Micro-Expression recognition method based on Bi-Directional optical flow	29
Multiview diffusion-based affinity graph learning with good neighbourhoods for salient object detection	29
Knowledge transfer via distillation from time and frequency domain for time series classification	29
HANE-SHC: Heterogeneous attributed network embedding with structural homophily contents	29
Learning hash index based on a shallow autoencoder	29
Quantifying quality of class-conditional generative models in time series domain	29
Methods of managing the evolution of ontologies and their alignments	29
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle	29
A transfer-based decision-making method based on expert risk attitude and reliability	29
Power allocation method based on modified social network search algorithm	28
Power-GNN: a graph over-sampling method to mitigate power-law distribution in graph neural networks	28
ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization	28
An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization	28
Cross-language few-shot intent recognition via prompt-based tuning	28
UAVs rounding up inspired by communication multi-agent depth deterministic policy gradient	28
GANet: geometry-aware network for RGB-D semantic segmentation	28
DifNet: Difference-based multi-resolution decomposition for time series anomaly detection	28
ESRNet: an exploring sample relationships network for arbitrary-shaped scene text detection	28
Routing hypergraph convolutional recurrent network for network traffic prediction	28
SWADA: slide-window-based active domain adaptation for cross-modality medical image segmentation	28
TsDa-ASAM: Balancing efficiency and accuracy in coke image particle size segmentation via two-stage distillation-aware adaptive segment anything model	28
A new clustering algorithm based on connectivity	28
Restoration of turbulence-degraded images using the modified convolutional neural network	28
Human identification based on Gait Manifold	27
Feature ranking based consensus clustering for feature subset selection	27

Contextual-wise discriminative feature extraction and robust network learning for subcortical structure segmentation	27
Label distribution feature selection based on label-specific features	27
Towards continuous consistency axiom	27
Variational graph neural network with diffusion prior for link prediction	26
Learning bi-grained cross-correlation siamese networks for visual tracking	26
Sample extraction and expansion method with feature reconstruction and deformation information	26
Document-level relation extraction via commonsense knowledge enhanced graph representation learning	26
Correction to: WSMOTER: a novel approach for imbalanced regression	26
IAA-VSR: An iterative alignment algorithm for video super-resolution	26
DIPE: a diagnosis-assisted inquiry point extractor towards medical dialogues	26
MFC-Net: Multi-scale fusion coding network for Image Deblurring	26
Data obsolescence detection in the light of newly acquired valid observations	26
Learning cascade regression for super-resolution image quality assessment	25
A Dual-input Fault Diagnosis Model Based on SE-MSCNN for Analog Circuits	25
HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity	25
Deformable image registration with attention-guided fusion of multi-scale deformation fields	25
Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture	25
Improving the transferability of adversarial samples with channel switching	25
Boosting semi-supervised network representation learning with pseudo-multitasking	25
Multi-kernel partial label learning using graph contrast disambiguation	25
A novel Xi’an drum music generation method based on Bi-LSTM deep reinforcement learning	25
Requirement-service mapping technology in the industrial application field based on large language models	25
MultiHop attention for knowledge diagnosis of mathematics examination	25
An automatic methodology for full dentition maturity staging from OPG images using deep learning	25
Probabilistic linguistic WASPAS method for patients’ prioritization by developing prioritized Maclaurin symmetric mean aggregation operators	25
DTR4Rec: direct transition relationship for sequential recommendation	25
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label	25
DOR: a novel dual-observation-based approach for recommendation systems	25
Improving knowledge graph completion via increasing embedding interactions	25
Geometric relation-based feature aggregation for 3D small object detection	25
Graph cooperation deep reinforcement learning for ecological urban traffic signal control	25
Center transfer for supervised domain adaptation	25
A multi-view convolutional neural network based on cross-connection and residual-wider	25
WLKA-RVS: a retinal vessel segmentation method using weighted large kernel attention	24
Enhancing few-shot learning using targeted mixup	24
Research on the prediction algorithm of aero engine lubricating oil consumption based on multi-feature information fusion	24
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation	24
Covariance-based metric model for cross-domain few-shot classification and learning-to-generalization	24
Bit-Close: a fast incremental concept calculation method	24
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification	24
NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning	24
From private to public: benchmarking GANs in the context of private time series classification	24
Adaptive graph nonnegative matrix factorization with the self-paced regularization	24
3P-ECLAT: mining partial periodic patterns in columnar temporal databases	24
A connected network-regularized logistic regression model for feature selection	24
QEFS: A novel plant disease prediction approach using quantum-inspired evolutionary feature selection	24
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions	24
Semantic segmentation based on double pyramid network with improved global attention mechanism	24
The updating methods of object-induced three-way concept in dynamic formal contexts	24
Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis	24
Defect classification on limited labeled samples with multiscale feature fusion and semi-supervised learning	24
GFNet: gated fusion network for video saliency prediction	24
Zero-shot object detection with contrastive semantic association network	24
Dynamic relation learning for link prediction in knowledge hypergraphs	23
Unsupervised hash retrieval based on multiple similarity matrices and text self-attention mechanism	23
RAOD: refined oriented detector with augmented feature in remote sensing images object detection	23
Enhancing the generalization ability of deep learning model for radio signal modulation recognition	23
Incorporating structured emotion commonsense knowledge and interpersonal relation into context-aware emotion recognition	23
Finding the input features that reduce the entropy of a neural network’s prediction	23
Sentiment aware tensor model for multi-criteria recommendation	23
Balanced Loss Function for Long-tailed Semi-supervised Ship Detection	23
An improved spatial temporal graph convolutional network for robust skeleton-based action recognition	23
NLINQ: A natural language interface for querying network performance	23
Routing optimization with Monte Carlo Tree Search-based multi-agent reinforcement learning	23
Decomposition-based multiobjective evolutionary algorithm with density estimation-based dynamical neighborhood strategy	23
An improved MLTSVM using label-specific features with missing labels	23
Solving the uncapacitated facility location problem under uncertainty: a hybrid tabu search with path-relinking simheuristic approach	23
A gradient inversion attack defense method based on data augmentation	23
Weakly-supervised video anomaly detection via temporal resolution feature learning	23
Enhanced face aging using dual-learning and muti-attention mechanism	23
Global relationship memory network for retinal capillary segmentation on optical coherence tomography angiography images	23
Image classification based on quaternion-valued capsule network	23
Geometric algebra graph neural network for cross-domain few-shot classification	23
Model-based reasoning using answer set programming	23
Online Markov Blanket Learning for High-Dimensional Data	22
A dictionary based model for bengali document classification	22
Editorial note of the special issue on emerging topics in artificial intelligence selected from IEA/AIE2021	22
Correction to: Dirichlet stochastic weights averaging for graph neural networks	22
Boosting deep cross-modal retrieval hashing with adversarially robust training	22
A deep multivariate time series multistep forecasting network	22
Clean and robust affinity matrix learning for multi-view clustering	22
Graph-based multi-label feature selection with dynamic graph constraints and latent representation learning	22
Complete joint global and local collaborative marginal fisher analysis	22
Retraction Note: Incremental deep forest for multi-label data streams learning	22
HEFANet: hierarchical efficient fusion and aggregation segmentation network for enhanced rgb-thermal urban scene parsing	22
Scratch-Rec: a novel Scratch recommendation approach adapting user preference and programming skill for enhancing learning to program	22
Adaptive task recommendation based on reinforcement learning in mobile crowd sensing	22
Robust model estimation by using preference analysis and information theory principles	22
Hierarchical history based information selection for document grounded dialogue generation	22
Detecting sexism in social media: an empirical analysis of linguistic patterns and strategies	21
Complex product network change prediction method based on GANs with small sample data	21
Towards evolving software recommendation with time-sliced social and behavioral information	21
The relationship among some special concepts from the perspective of formal context restoration	21
A dual-branch network based on optical flow learning and semantic consistency for macro-expression spotting	21
Multi-granularity representation learning for sketch-based dynamic face image retrieval	21