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 2022-06-01 to 2026-06-01.)

Article	Citations
Single-channel Multi-speakers Speech Separation Based on Isolated Speech Segments	236
A Transferred Daily Activity Recognition Method Based on Sensor Sequences	126
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	125
An Innovative Information-Based Strategy for Epileptic EEG Classification	99
Neural Networks with Dependent Inputs	94
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	91
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	89
Complementary Shifted Transformer for Image Captioning	84
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	80
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	73
Mitigate Gender Bias Using Negative Multi-task Learning	72
Vision-Aware Language Reasoning for Referring Image Segmentation	60
Scalable Affine Multi-view Subspace Clustering	57
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	55
Event-Triggered Controller on Practically Exponential Input-to-State Stabilization of Stochastic Reaction–Diffusion Cohen–Grossberg Neural Networks and Its Application to Image Encryption	55
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	51
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	42
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	41
Generate Usable Adversarial Examples via Simulating Additional Light Sources	41
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	41
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	40
Augmenting Textbooks with cQA Question-Answers and Annotated YouTube Videos to Increase Its Relevance	38
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	37
Multichannel Matrix Randomized Autoencoder	35
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	32
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	31
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	30
A Fine-Grained Entity Typing Method Combined with Features	30
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	30
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	28
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	27
An R-Transformer_BiLSTM Model Based on Attention for Multi-label Text Classification	27
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	27
A Real-Time Cardiac Arrhythmia Classification Using Hybrid Combination of Delta Modulation, 1D-CNN and Blended LSTM	27
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	26
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	25
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	25
An Adaboost Support Vector Machine Based Harris Hawks Optimization Algorithm for Intelligent Quotient Estimation from MRI Images	25
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	25
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text	25
Graph Contrastive Learning with Constrained Graph Data Augmentation	24
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	23
Joint Detection and Association for End-to-End Multi-object Tracking	23
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	23
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	22
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	22
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	22
Integral Sliding Mode Exponential Synchronization of Inertial Memristive Neural Networks with Time Varying Delays	22
CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions	21
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	21
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification	20
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	20
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	20
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	19
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	19
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	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
Image Super-Resolution Using a Simple Transformer Without Pretraining	19
Multivariate Density Estimation with Deep Neural Mixture Models	18
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	18
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	18
A Natural Threshold Model for Ordinal Regression	18
Dynamic Head-on Robot Collision Avoidance Using LSTM	18
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks	18
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery	18
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	17
PT-CNN: A Non-linear Lightweight Texture Image Classifier	17
Editorial: Special Issue on Transfer Learning	17
Neural Network Based Forecasting Technique for Wireless Sensor Networks	17
ACP: Automatic Channel Pruning Method by Introducing Additional Loss for Deep Neural Networks	17
A Multi-Joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals	17
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	17
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	16

Weighting Approaches in Data Mining and Knowledge Discovery: A Review	16
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	16
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	16
CEDRNN: A Convolutional Encoder-Decoder Residual Neural Network for Liver Tumour Segmentation	16
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	16
Multi-Kernel Fusion for RBF Neural Networks	16
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	16
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	15
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification	15
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	15
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	15
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks	15
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm	15
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	15
Neural Circuit Policies Imposing Visual Perceptual Autonomy	15
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	14
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	14
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	14
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction	13
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	13
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine	13
Echo State Network Optimization: A Systematic Literature Review	13
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	13
Dilated Transformer with Feature Aggregation Module for Action Segmentation	13
Hybrid Optimized Deep Neural Network with Enhanced Conditional Random Field Based Intrusion Detection on Wireless Sensor Network	13
Routing Algorithm for Underwater Acoustic Sensor Network	13
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	12
RETRACTED ARTICLE: Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation	12
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	12
Correction to: EFRNet: Efficient Feature Reuse Network for Real-time Semantic Segmentation	12
Special Issue on Artificial Intelligence Empowered Big Data Analytical Patterns for Medical Applications	12
Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	12
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics	11
Rapid Person Re-Identification via Sub-space Consistency Regularization	11
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	11
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime	11
DCT-Net: A Neurodynamic Approach with Definable Convergence Property for Real-Time Synchronization of Chaotic Systems	11
An Outlier-Robust Growing Local Model Network for Recursive System Identification	11
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	11
Improved Generative Adversarial Network Learning via Structural Pattern Classification	11
CDMC-Net: Context-Aware Image Deblurring Using a Multi-scale Cascaded Network	11
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
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
Transformer-Based Fused Attention Combined with CNNs for Image Classification	10
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	10
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain	10
Lightweight Plant Disease Classification Combining GrabCut Algorithm, New Coordinate Attention, and Channel Pruning	10
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	10
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	10
A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	10
First-order Layer in Artificial Pain Pathway	10
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention	10
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	10
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	10
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	9
A Strip Dilated Convolutional Network for Semantic Segmentation	9
Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Deep Learning on Image Stitching With Multi-viewpoint Images: A Survey	9
Incomplete Multi-view Learning via Consensus Graph Completion	9
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	9
A New Constructing Rational Functions Method For Solving Lane−Emden Type Equations	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Intelligent Solar Irradiance Forecasting Using Hybrid Deep Learning Model: A Meta-Heuristic-Based Prediction	9
Deep Clustering Network for Steganographer Detection Using Latent Features Extracted from a Novel Convolutional Autoencoder	9
A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition	9
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	9
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	9
Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model	9
A Survey on Adversarial Domain Adaptation	9
Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values	9
Natural Language Generation Using Sequential Models: A Survey	9