Applied Intelligence

Article	Citations
Exploiting semantic-level affinities with a mask-guided network for temporal action proposal in videos	382
SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance	300
Question difficulty estimation via enhanced directional modality association transformer	224
MSDM: multi-space diffusion with dynamic loss weight	147
3DGCformer: 3-Dimensional Graph Convolutional transformer for multi-step origin–destination matrix forecasting	139
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach	96
A parametric segmented multifactorial evolutionary algorithm based on a three-phase analysis	92
Dictionary learning for unsupervised feature selection via dual sparse regression	83
An approach to software defect prediction for small-sized datasets	73
Spatio-temporal attention-based hybrid deep network for time series prediction of industrial process	73
LCLD: A lightweight vanishing point detector with contrast-learning-based intermediate supervision module	70
Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning	68
Semantic-aware matrix factorization hashing with intra- and inter-modality fusion for image-text retrieval	66
Visual enhanced hierarchical network for sentence-based video thumbnail generation	63
Stochastic-simulation-based multi-attribute group decision-making method under uncertain environment and the application	63
A Text-Specific Domain Adaptive Network for Scene Text Detection in the Wild	63
More effective and efficient exploration via more refined gradient information	59
GenDetect-GAN: generative adversarial network model for machine-generated text detection	58
Dimensionality reduction by t-Distribution adaptive manifold embedding	57
A multi-class partial hinge loss for partial label learning	56
DATrack: direction attention based transformer tracker	54
Column coordinate based dynamic gain aging-aware quantized iterative learning control	52
SDLK-Net: Enhanced squeezed directional large kernel multi-scale multi-modal fusion network for salient object detection	52
A two-stage progressive shadow removal network	51
Recursive least squares method for training and pruning convolutional neural networks	51

MFU-Net: a deep multimodal fusion network for breast cancer segmentation with dual-layer spectral detector CT	51
A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection	50
Imitation learning by state-only distribution matching	50
Improving autoencoder by mutual information maximization and shuffle attention for novelty detection	49
A semantic visual SLAM towards object selection and tracking optimization	48
NkEL: nearest k-labelsets ensemble for multi-label learning	47
Class feature Sub-space for few-shot classification	47
Revision of prioritized $$\mathcal {E}\mathcal {L}$$ ontologies	46
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems	46
Retraction Note: A survey of group decision making methods in Healthcare Industry 4.0: bibliometrics, applications, and directions	45
A dynamic matrix equation solution method based on NCBC-ZNN and its application on hyperspectral image multi-target detection	45
Joint model- and immunohistochemistry-driven few-shot learning scheme for breast cancer segmentation on 4D DCE-MRI	45
A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house	44
An efficient pruning and fine-tuning method for deep spiking neural network	43
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection	42
Deep manifold matrix factorization autoencoder using global connectivity for link prediction	41
HLC: hierarchically-aware label correlation for hierarchical text classification	41
Diffeomorphic matching with multiscale kernels based on sparse parameterization for cross-view target detection	41
Semi-supervised medical imaging segmentation with soft pseudo-label fusion	40
A novel cognitive diagnosis system with attention residual mechanism and broad learning	40
Symmetric perception and ordinal regression for detecting scoliosis natural image	40
Hiding from infrared detectors in real world with adversarial clothes	40
An unsupervised hybrid feature selection approach using scalable laplacian score and binary particle swarm optimization	40
OTMKGRL: a universal multimodal knowledge graph representation learning framework using optimal transport and cross-modal relation	40
Joint data augmentation and knowledge distillation for few-shot continual relation extraction	39
PACAN-CGH: a physics-aware complex-valued attention network for real-time and high-quality computer-generated hologram	39
Multi-operator differential evolution with a novel local search framework based on reinforcement learning for engineering optimization problems	39
Local geometry mean divergence learned from data manifold for deep domain adaptation	38
Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection	38
A water quality prediction method based on k-nearest-neighbor probability rough sets and PSO-LSTM	38
Correction to: Semi-supervised outlier detection for partially labeled numerical data using generalized multigranulation fuzzy neighborhood rough set	38
STA-HRNN-BiGRU: a spatiotemporal sequence multivariate forecasting model integrating spatiotemporal information	38
Probabilistic linguistic hesitant fuzzy multi-attribute decision making for rural revitalization project selection of China	37
An efficient deep neural model for detecting crowd anomalies in videos	37
Cross-language font style transfer	37
Multi-head multi-order graph attention networks	37
Detecting log anomaly using subword attention encoder and probabilistic feature selection	36
Rate maximization based on soft actor-critic reset for RIS-assisted MU-MISO symbiotic radio systems	36
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion	36
Behavior sessions and time-aware for multi-target sequential recommendation	36
Transformer networks with adaptive inference for scene graph generation	35
Resolution-sensitive self-supervised monocular absolute depth estimation	35
Integrated self-supervised label propagation for label imbalanced sets	35
MHGNN: Multi-view fusion based Heterogeneous Graph Neural Network	35
Multi-step wind speed prediction based on an improved multi-objective seagull optimization algorithm and a multi-kernel extreme learning machine	35
Data augmented large language models for medical record generation	35
Adaptive federated deep reinforcement learning for edge offloading in heterogeneous AGI-MEC networks	34
An evolutionary framework for automatic security guards deployment in large public spaces	34
An incremental rare association rule mining approach with a life cycle tree structure considering time-sensitive data	33
Multi-agent graph reinforcement learning for real-time traffic signal control with spatio-temporal awareness	33

Automated classification of remote sensing satellite images using deep learning based vision transformer	33
FeMIP: detector-free feature matching for multimodal images with policy gradient	33
AI-crafted narratives: an empirical study on generating interactive stories using generative pre-training transformers	33
Graph neural networks with selective attention and path reasoning for document-level relation extraction	33
Multiple graph convolutional networks for aspect-based sentiment analysis	33
Deep Learning Architecture for Computer Vision-based Structural Defect Detection	33
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection	32
Metaheuristics and strategic behavior of markovian retrial queue under breakdown, vacation and bernoulli feedback	32
INNES: An intelligent network penetration testing model based on deep reinforcement learning	32
A joint attention enhancement network for text classification applied to citizen complaint reporting	32
Big data fusion with knowledge graph: a comprehensive overview	31
Enhancing scenic recommendation and tour route personalization in tourism using UGC text mining	31
Multi-scale contrastive learning via aggregated subgraph for link prediction	30
Multi-label learning of missing labels using label-specific features: an embedded packaging method	30
An adaptive dynamic multi-objective evolutionary algorithm using two-stage correlation-based decision variable analysis	30
FAGCL: frequency-based augmentation graph contrastive learning for recommendation	30
A consensus model in multi-attribute large-scale group decision-making based on the relative projection of preference relations with self-confidence	30
Feature ranking based consensus clustering for feature subset selection	29
Center transfer for supervised domain adaptation	29
WLKA-RVS: a retinal vessel segmentation method using weighted large kernel attention	29
DynaQ: online learning from imbalanced multi-class streams through dynamic sampling	29
The application of SOFNN based on PSO-ILM algorithm in nonlinear system modeling	29
Improving the transferability of adversarial samples with channel switching	29
MultiHop attention for knowledge diagnosis of mathematics examination	29
Solving the cooperative scheduling problem of muck transport under time-segment restriction in an entire region	29
Semantic segmentation based on double pyramid network with improved global attention mechanism	29
Deep neural network-based feature selection with local false discovery rate estimation	29
Beyond games: a systematic review of neural Monte Carlo tree search applications	29
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis	28
ESRNet: an exploring sample relationships network for arbitrary-shaped scene text detection	28
TsDa-ASAM: Balancing efficiency and accuracy in coke image particle size segmentation via two-stage distillation-aware adaptive segment anything model	28
A gradient inversion attack defense method based on data augmentation	28
Enhancing counterfactual explanations with causal inference: integrating DirectLiNGAM and variational autoencoders for constraint-aware generation	28
Re-induction based mining for high utility item-sets	28
HANE-SHC: Heterogeneous attributed network embedding with structural homophily contents	28
Concertorl: A reinforcement learning approach for finite-time single-life enhanced control and its application to direct-drive tandem-wing experiment platforms	28
Routing optimization with Monte Carlo Tree Search-based multi-agent reinforcement learning	28
DTR4Rec: direct transition relationship for sequential recommendation	28
SWADA: slide-window-based active domain adaptation for cross-modality medical image segmentation	28
Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis	27
A new clustering algorithm based on connectivity	27
Routing hypergraph convolutional recurrent network for network traffic prediction	27
A transfer-based decision-making method based on expert risk attitude and reliability	27
SS-MVMETRO: Semi-supervised multi-view human mesh recovery transformer	27
Cross-language few-shot intent recognition via prompt-based tuning	27
DOR: a novel dual-observation-based approach for recommendation systems	27
Fast Micro-Expression recognition method based on Bi-Directional optical flow	27
3D Salt-net: a method for salt body segmentation in seismic images based on sparse label	26
Zero-shot object detection with contrastive semantic association network	26
Enhancing few-shot learning using targeted mixup	26
NL2SQL with partial missing metadata based on multi-view metadata graph compensation and reasoning	26
Multiview diffusion-based affinity graph learning with good neighbourhoods for salient object detection	26
DIPE: a diagnosis-assisted inquiry point extractor towards medical dialogues	26
GFNet: gated fusion network for video saliency prediction	26
From private to public: benchmarking GANs in the context of private time series classification	26
ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization	26
Requirement-service mapping technology in the industrial application field based on large language models	26
Learning cascade regression for super-resolution image quality assessment	26
GANet: geometry-aware network for RGB-D semantic segmentation	25
Geometric relation-based feature aggregation for 3D small object detection	25
Learning hash index based on a shallow autoencoder	25
HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity	25
Document-level relation extraction via commonsense knowledge enhanced graph representation learning	25
Learning vision based autonomous lateral vehicle control without supervision	25
Correction to: WSMOTER: a novel approach for imbalanced regression	25
CMA-ES hyperparameter optimization of the densenet model for biometric retina identification	25
A multi-view convolutional neural network based on cross-connection and residual-wider	25
Power-GNN: a graph over-sampling method to mitigate power-law distribution in graph neural networks	25
A time-series progressive generative adversarial network for improving imbalanced fetal heart rate signal classification	25
Power allocation method based on modified social network search algorithm	25
Kernelized global-local discriminant information preservation for unsupervised domain adaptation	25
AI-driven 5G IoT e-nose for whiskey classification	24
DifNet: Difference-based multi-resolution decomposition for time series anomaly detection	24
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation	24
UAVs rounding up inspired by communication multi-agent depth deterministic policy gradient	24
Weakly-supervised video anomaly detection via temporal resolution feature learning	24
3P-ECLAT: mining partial periodic patterns in columnar temporal databases	24
Dynamic relation learning for link prediction in knowledge hypergraphs	24
Adaptive graph nonnegative matrix factorization with the self-paced regularization	24
Transformer++: a long sequence modeling method based on direction-aware dual attention and multi-head sampling	24

Covariance-based metric model for cross-domain few-shot classification and learning-to-generalization	24
Multi-kernel partial label learning using graph contrast disambiguation	24
Deep learning models for digital medical imaging: a survey	24
Bit-Close: a fast incremental concept calculation method	24
Research on the prediction algorithm of aero engine lubricating oil consumption based on multi-feature information fusion	24
Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture	24
QEFS: A novel plant disease prediction approach using quantum-inspired evolutionary feature selection	23
A novel selective learning based transformer encoder architecture with enhanced word representation	23
Methods of managing the evolution of ontologies and their alignments	23
Balanced Loss Function for Long-tailed Semi-supervised Ship Detection	23
Fraud detection on dynamic graphs via temporal path aggregation	23
A dictionary based model for bengali document classification	23
Variational graph neural network with diffusion prior for link prediction	23
BiFP-ATFL-YOLO11: an enhanced YOLO11-based object detector with BiFPN and adaptive threshold focal loss for street view perception	23
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions	23
Recognizing unknowns: a survey on visual open-set recognition	23
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle	23
Choose your explanation: a comparison of SHAP and Grad-CAM in human activity recognition	23
A novel Xi’an drum music generation method based on Bi-LSTM deep reinforcement learning	23
Enhanced face aging using dual-learning and muti-attention mechanism	23
Label distribution feature selection based on label-specific features	23
Quantifying quality of class-conditional generative models in time series domain	23
An automatic methodology for full dentition maturity staging from OPG images using deep learning	23
An efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization	23
A novel digital watermarking algorithm utilizing discrete memristor chaos and enhanced by hopfield neural networks	23
Editorial note of the special issue on emerging topics in artificial intelligence selected from IEA/AIE2021	23
Facial StO2-based personal identification: dataset construction, feasibility study, and recognition framework	23
Application of switching-input LSTM network for vessel trajectory prediction	22
Novel dropout approach for mitigating over-smoothing in graph neural networks	22
CNformer: a convolutional transformer with decomposition for long-term multivariate time series forecasting	22
Clustering-based multi-featured self-supervised learning for human activities and video retrieval	22
Boosting deep cross-modal retrieval hashing with adversarially robust training	22
Remote sensing image change detection method based on dual-branch multi-level feature difference interactive learning	22
DG-Morph: dense convolutional and gated feature extraction network for multimodal 3D prostate MRI registration	22
Efficient bi-level multi objective approach for budget-constrained dynamic Bag-of-Tasks scheduling problem in heterogeneous multi-cloud environment	22
Least squares structural twin bounded support vector machine on class scatter	22
Complex product network change prediction method based on GANs with small sample data	22
Towards evolving software recommendation with time-sliced social and behavioral information	22
Detecting sexism in social media: an empirical analysis of linguistic patterns and strategies	22
MVSRF: Point cloud semantic segmentation and optimization method for granular construction objects	22
HCT-net: hybrid CNN-transformer model based on a neural architecture search network for medical image segmentation	22
Cross-attention fusion and edge-guided fully supervised contrastive learning network for rail surface defect detection	22
Traffic signal optimization control method based on adaptive weighted averaged double deep Q network	22
Multi-optimization scheme for in-situ training of memristor neural network based on contrastive learning	22
Adaptive task recommendation based on reinforcement learning in mobile crowd sensing	22
Semi-supervised feature selection by minimum neighborhood redundancy and maximum neighborhood relevancy	22
Revisiting multi-view semi-supervised classification: a reinforcement learning perspective	22
Multi-view prototype balance and temporary proxy constraint for exemplar-free class-incremental learning	22
Radial-based oversampling based on differential evolution for imbalanced data	21
Incomplete multiview clustering with bipartite tensors	21
TGR: Neural-symbolic ontological reasoner for domain-specific knowledge graphs	21
Shooting review spam with a weakly supervised approach and a sentiment-distribution-oriented method	21
Long-term electrocardiogram signal quality assessment pipeline based on a frequency-adaptive mean absolute deviation curve	21
DDSPNet: A Two-stage defect detection and severity prediction model for industrial products	21
Polyphonic sound event localization and detection using channel-wise FusionNet	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
Self-supervised motion forecasting with local information interaction in autonomous driving	21
Improved data-driven model-free adaptive control method for an upper extremity power-assist exoskeleton	21
Finding the input features that reduce the entropy of a neural network’s prediction	21
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning	21
Seeking fixed-time practical consensus tracking of networked nonlinear agent systems with saturation via improved extended state observer	21
3D reconstruction system and multiobject local tracking algorithm designed for billiards	21
Long-tailed graph neural networks via graph structure learning for node classification	21
Enhanced causal effects estimation based on offline reinforcement learning	21
Boosting sparsely annotated shadow detection	21
The relationship among some special concepts from the perspective of formal context restoration	21
A modified SimRank++ approach for searching crash simulation data	21
Hierarchical history based information selection for document grounded dialogue generation	21
Complete joint global and local collaborative marginal fisher analysis	21
Enhancing the generalization ability of deep learning model for radio signal modulation recognition	21
BSAN: bilateral synergistic aggregation network for aspect-based sentiment analysis	21
Neural network architecture with intermediate distribution-driven layer for classification of multidimensional data with low class separability	21
An improved label propagation algorithm based on community core node and label importance for community detection in sparse network	20
Dictionary cache transformer for hyperspectral image classification	20
Correction to: Dirichlet stochastic weights averaging for graph neural networks	20
A dual-branch network based on optical flow learning and semantic consistency for macro-expression spotting	20
Autonomous underwater vehicle visual enhancement using area-to-point kriging and multi-color spaces embedding	20
Communication scheduling via proposed multi-agent reinforcement learning with centralized learning and distributed execution	20
Retraction Note: Incremental deep forest for multi-label data streams learning	20
Correction to: The AI4Citizen pilot: Pipelining AI-based technologies to support school-work alternation programmes	20
Fine segmentation and difference-aware shape adjustment for category-level 6DoF object pose estimation	20
LPPSLF: a lightweight privacy-preserving split learning framework for smart surveillance systems	20
Dyna-PPO reinforcement learning with Gaussian process for the continuous action decision-making in autonomous driving	20
Fuzzy reinforced hyperbox neural network: analysis and design	20
NLINQ: A natural language interface for querying network performance	20
UAV target following in complex occluded environments with adaptive multi-modal fusion	20
Convolution-aware networks for random missing traffic data imputation	20
Hypergraph random field model for multiple object tracking in dense scenarios	20
Deep learning techniques for point cloud tasks: a review	20
A three-way adaptive density peak clustering (3W-ADPC) method	19
Solving the uncapacitated facility location problem under uncertainty: a hybrid tabu search with path-relinking simheuristic approach	19
An integrated approach implementing sliding window and DTW distance for time series forecasting tasks	19
Identifying suicidal emotions on social media through transformer-based deep learning	19
Urban ride-hailing demand prediction with multi-view information fusion deep learning framework	19