OOIR: Observatory of International Research

Papers

(The TQCC of Neural Processing Letters is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	256
An Innovative Information-Based Strategy for Epileptic EEG Classification	128
Neural Networks with Dependent Inputs	126
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	103
Complementary Shifted Transformer for Image Captioning	99
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	97
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	91
Mitigate Gender Bias Using Negative Multi-task Learning	81
Vision-Aware Language Reasoning for Referring Image Segmentation	80
Scalable Affine Multi-view Subspace Clustering	74
Event-Triggered Controller on Practically Exponential Input-to-State Stabilization of Stochastic Reaction–Diffusion Cohen–Grossberg Neural Networks and Its Application to Image Encryption	59
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	57
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	46
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	44
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	43
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	42
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	42
Generate Usable Adversarial Examples via Simulating Additional Light Sources	40
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	37
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales	35
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	33
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	33
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	30
A Fine-Grained Entity Typing Method Combined with Features	30
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	29

GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	29
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	28
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	28
Multichannel Matrix Randomized Autoencoder	27
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	27
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	27
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	25
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	25
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	25
Graph Contrastive Learning with Constrained Graph Data Augmentation	24
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	23
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	23
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	22
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	22
CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions	22
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	22
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	21
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	21
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	20
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	20
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	20
Joint Detection and Association for End-to-End Multi-object Tracking	19
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions	19
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller	19
A Natural Threshold Model for Ordinal Regression	19
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	19
Multivariate Density Estimation with Deep Neural Mixture Models	18
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	18
PT-CNN: A Non-linear Lightweight Texture Image Classifier	18
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	18
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery	18
Editorial: Special Issue on Transfer Learning	18
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	18
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks	18
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	17
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	17
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	17
Weighting Approaches in Data Mining and Knowledge Discovery: A Review	17
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	17
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	16
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification	16
A Multi-Joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals	16
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	16
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	15
Neural Circuit Policies Imposing Visual Perceptual Autonomy	14
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	14
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	14
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	14
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	14
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	14

Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	13
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction	13
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm	13
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	13
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	12
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	12
Echo State Network Optimization: A Systematic Literature Review	12
Dilated Transformer with Feature Aggregation Module for Action Segmentation	12
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	11
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	11
Improved Generative Adversarial Network Learning via Structural Pattern Classification	11
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	11
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics	11
Correction to: EFRNet: Efficient Feature Reuse Network for Real-time Semantic Segmentation	11
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
Special Issue on Artificial Intelligence Empowered Big Data Analytical Patterns for Medical Applications	11
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime	11
RETRACTED ARTICLE: Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation	11
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	10
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	10
A Strip Dilated Convolutional Network for Semantic Segmentation	10
Transformer-Based Fused Attention Combined with CNNs for Image Classification	10
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	10
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification	10
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders	10
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	10
Natural Language Generation Using Sequential Models: A Survey	10
Incomplete Multi-view Learning via Consensus Graph Completion	10
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	10
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	10
Rapid Person Re-Identification via Sub-space Consistency Regularization	10
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	10
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	10
An Outlier-Robust Growing Local Model Network for Recursive System Identification	10
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	10
Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification	10
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain	10
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention	10
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Deep Clustering Network for Steganographer Detection Using Latent Features Extracted from a Novel Convolutional Autoencoder	9
Correction: A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	9
Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach	9
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	9
A Survey on Adversarial Domain Adaptation	9
Sparse and Outlier Robust Extreme Learning Machine Based on the Alternating Direction Method of Multipliers	9
A Block Cipher Algorithm Identification Scheme Based on Hybrid Random Forest and Logistic Regression Model	9
Deep Learning on Image Stitching With Multi-viewpoint Images: A Survey	9
Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Lightweight Image Super-Resolution with ConvNeXt Residual Network	9
The Exponential Synchronization and Asymptotic Synchronization of Quaternion-Valued Memristor-Based Cohen–Grossberg Neural Networks with Time-Varying Delays	9
Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine	9