Volume 53, Issue 5

Search all Neural Processing Letters articles

October 2021

Special Issue: IWANN 2019 (pp. 3049-3215) / Regular Papers (pp. 3217-3829)

Issue Editors:

Olga Valenzuela,
Fernando Rojas,
Ignacio Rojas

39 articles in this issue

Advanced neural network systems for solving complex real problems
Olga Valenzuela
Fernando Rojas
Ignacio Rojas
EditorialNotes 01 June 2021 Pages: 3049 - 3053
Integrating Machine Learning Techniques in Semantic Fake News Detection
Adrian M. P. Braşoveanu
Răzvan Andonie
OriginalPaper 29 October 2020 Pages: 3055 - 3072
A Convolutional Neural Network Framework for Accurate Skin Cancer Detection
Karl Thurnhofer-Hemsi
Enrique Domínguez
OriginalPaper 13 October 2020 Pages: 3073 - 3093
Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images
Sebastien Delecraz
Leonor Becerra-Bonache
Frederic Bechet
OriginalPaper 29 July 2020 Pages: 3095 - 3121
Combining Embeddings of Input Data for Text Classification
Zuzanna Parcheta
Germán Sanchis-Trilles
Robin Rendahl
OriginalPaper 11 August 2020 Pages: 3123 - 3151
Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots
Cristiano Russo
Kurosh Madani
Antonio M. Rinaldi
OriginalPaper 27 July 2020 Pages: 3153 - 3168
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning
Oresti Banos
Alberto Calatroni
Claudia Villalonga
OriginalPaper 31 March 2021 Pages: 3169 - 3197
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning
Rosario Sanchis-Font
Maria Jose Castro-Bleda
Lluís-F. Hurtado
OriginalPaper 22 May 2020 Pages: 3199 - 3215
A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds
Alessandro Cennamo
Florian Kaestner
Anton Kummert
OriginalPaper Open access 29 May 2021 Pages: 3217 - 3235
Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration
Sriharsha Koundinya
Abhijit Karmakar
OriginalPaper 30 May 2021 Pages: 3237 - 3251
The Study of Sailors’ Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern
Yuhu Shi
Weiming Zeng
Jia Lu
OriginalPaper 02 June 2021 Pages: 3253 - 3265
Trajectory Association for Person Re-identification
Dongyang Li
Ruimin Hu
Chenhao Hu
OriginalPaper 03 June 2021 Pages: 3267 - 3285
Improving Open Information Extraction with Distant Supervision Learning
Jiabao Han
Hongzhi Wang
OriginalPaper 04 June 2021 Pages: 3287 - 3306
An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems
Delara Karbasi
Alireza Nazemi
Mohammad Reza Rabiei
OriginalPaper 07 June 2021 Pages: 3307 - 3338
Named Entity Recognition by Using XLNet-BiLSTM-CRF
Rongen Yan
Xue Jiang
Depeng Dang
OriginalPaper 07 June 2021 Pages: 3339 - 3356
Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients
Hongliang Liu
Huini Liu
Jingwen Song
OriginalPaper 08 June 2021 Pages: 3357 - 3374
Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction–Diffusion Equation
Wenjie Hu
Quanxin Zhu
OriginalPaper 10 June 2021 Pages: 3375 - 3394
Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making
Pankaj Kakati
OriginalPaper 11 June 2021 Pages: 3395 - 3425
Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples
Wei Zhou
Cheng Lian
Yixin Su
OriginalPaper 11 June 2021 Pages: 3427 - 3443
Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds
Vamsi Inturi
N. Shreyas
G. R. Sabareesh
OriginalPaper 11 June 2021 Pages: 3445 - 3466
\(\mathcal {H}_\infty \) Synchronization and Robust \(\mathcal {H}_\infty \) Synchronization of Coupled Neural Networks with Non-identical Nodes
Yanli Huang
Shanrong Lin
Xiwei Liu
OriginalPaper 12 June 2021 Pages: 3467 - 3496
CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification
Shiva Soleymanpour
Hossein Sadr
Mojdeh Nazari Soleimandarabi
OriginalPaper 17 June 2021 Pages: 3497 - 3523
Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances
Haibin He
Xiaoyang Liu
Nan Jiang
OriginalPaper 18 June 2021 Pages: 3525 - 3544
Convolutional Feature Frequency Adaptive Fusion Object Detection Network
Lin Mao
Xuemeng Li
Rubo Zhang
OriginalPaper 19 June 2021 Pages: 3545 - 3560
Semi-Supervised Clustering for Financial Risk Analysis
Yihan Han
Tao Wang
OriginalPaper 24 June 2021 Pages: 3561 - 3572
Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics
Vasilios N. Katsikis
Spyridon D. Mourtas
Yunong Zhang
OriginalPaper 24 June 2021 Pages: 3573 - 3590
A faster and better robustness zeroing neural network for solving dynamic Sylvester equation
Jianqiang Gong
Jie Jin
OriginalPaper 28 June 2021 Pages: 3591 - 3606
Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order
Weiwei Zhang
Hongyong Zhao
Yuan Wang
OriginalPaper 28 June 2021 Pages: 3607 - 3618
Common Spatial Pattern with L21-Norm
Jingyu Gu
Mengting Wei
Haixian Wang
OriginalPaper 29 June 2021 Pages: 3619 - 3638
PU Active Learning for Recommender Systems
Jia-Lue Chen
Jia-Jia Cai
Sheng-Jun Huang
OriginalPaper 30 June 2021 Pages: 3639 - 3652
Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters
Deepa Joshi
Vidyanand Mishra
Diksha Goel
OriginalPaper 30 June 2021 Pages: 3653 - 3676
A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching
Qidong Chen
Jun Sun
Yuan Zhao
OriginalPaper 06 July 2021 Pages: 3677 - 3692
An advanced Hybrid Algorithm for Engineering Design Optimization
Pooja Verma
Raghav Prasad Parouha
OriginalPaper 07 July 2021 Pages: 3693 - 3733
Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations
Liuyuan Chen
Yonggang Chen
Nannan Zhang
OriginalPaper 07 July 2021 Pages: 3735 - 3755
Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation
Xiang Liu
Dongbing Tong
Kaili Liao
OriginalPaper 08 July 2021 Pages: 3757 - 3781
Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams
Senlin Luo
Weixiao Zhao
Limin Pan
OriginalPaper 10 July 2021 Pages: 3783 - 3799
Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy
Tao Dong
Huiyun Zhu
BriefCommunication 08 June 2021 Pages: 3801 - 3824
Correction to: Modeling Axonal Plasticity in Artificial Neural Networks
James Ryland
Correction 15 June 2021 Pages: 3825 - 3827
Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review
Saroj Kumar Pandey
Rekh Ram Janghel
Correction 06 July 2021 Pages: 3829 - 3829

Volume 53, Issue 5

Search

Navigation