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Neural Processing Letters 5/2021
Neural Processing Letters

Issue 5/2021

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

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Table of Contents (39 Articles)

01-06-2021

Advanced neural network systems for solving complex real problems
Special Issue of IWANN 2019
Olga Valenzuela, Fernando Rojas, Ignacio Rojas

29-10-2020

Integrating Machine Learning Techniques in Semantic Fake News Detection
Adrian M. P. Braşoveanu, Răzvan Andonie

13-10-2020

A Convolutional Neural Network Framework for Accurate Skin Cancer Detection
Karl Thurnhofer-Hemsi, Enrique Domínguez

29-07-2020

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images
Sebastien Delecraz, Leonor Becerra-Bonache, Benoit Favre, Alexis Nasr, Frederic Bechet

11-08-2020

Combining Embeddings of Input Data for Text Classification
Zuzanna Parcheta, Germán Sanchis-Trilles, Francisco Casacuberta, Robin Rendahl

27-07-2020

Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots
Cristiano Russo, Kurosh Madani, Antonio M. Rinaldi

31-03-2021

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning
Oresti Banos, Alberto Calatroni, Miguel Damas, Hector Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga

22-05-2020

Cross-Domain Polarity Models to Evaluate User eXperience in E-learning
Rosario Sanchis-Font, Maria Jose Castro-Bleda, José-Ángel González, Ferran Pla, Lluís-F. Hurtado

Open Access 29-05-2021

A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds
Alessandro Cennamo, Florian Kaestner, Anton Kummert

30-05-2021

Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration
Sriharsha Koundinya, Abhijit Karmakar

02-06-2021

The Study of Sailors’ Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern
Yuhu Shi, Weiming Zeng, Jin Deng, Ying Li, Jia Lu

03-06-2021

Trajectory Association for Person Re-identification
Dongyang Li, Ruimin Hu, Wenxin Huang, Dengshi Li, Xiaochen Wang, Chenhao Hu

04-06-2021

Improving Open Information Extraction with Distant Supervision Learning
Jiabao Han, Hongzhi Wang

07-06-2021

An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems
Delara Karbasi, Alireza Nazemi, Mohammad Reza Rabiei

07-06-2021

Named Entity Recognition by Using XLNet-BiLSTM-CRF
Rongen Yan, Xue Jiang, Depeng Dang

08-06-2021

Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients
Hongliang Liu, Huini Liu, Jie Xu, Lijuan Li, Jingwen Song

10-06-2021

Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction–Diffusion Equation
Wenjie Hu, Quanxin Zhu

11-06-2021

Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making
Pankaj Kakati

11-06-2021

Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples
Wei Zhou, Cheng Lian, Zhigang Zeng, Bingrong Xu, Yixin Su

11-06-2021

Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds
Vamsi Inturi, N. Shreyas, G. R. Sabareesh

12-06-2021

Synchronization and Robust Synchronization of Coupled Neural Networks with Non-identical Nodes
Yanli Huang, Shanrong Lin, Xiwei Liu

17-06-2021

CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification
Shiva Soleymanpour, Hossein Sadr, Mojdeh Nazari Soleimandarabi

18-06-2021

Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances
Haibin He, Xiaoyang Liu, Jinde Cao, Nan Jiang

19-06-2021

Convolutional Feature Frequency Adaptive Fusion Object Detection Network
Lin Mao, Xuemeng Li, Dawei Yang, Rubo Zhang

24-06-2021

Semi-Supervised Clustering for Financial Risk Analysis
Yihan Han, Tao Wang

24-06-2021

Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics
Vasilios N. Katsikis, Spyridon D. Mourtas, Predrag S. Stanimirović, Yunong Zhang

28-06-2021

A faster and better robustness zeroing neural network for solving dynamic Sylvester equation
Jianqiang Gong, Jie Jin

28-06-2021

Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order
Weiwei Zhang, Hongyong Zhao, Chunlin Sha, Yuan Wang

29-06-2021

Common Spatial Pattern with L21-Norm
Jingyu Gu, Mengting Wei, Yiyun Guo, Haixian Wang

30-06-2021

PU Active Learning for Recommender Systems
Jia-Lue Chen, Jia-Jia Cai, Yuan Jiang, Sheng-Jun Huang

30-06-2021

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters
Deepa Joshi, Vidyanand Mishra, Honey Srivastav, Diksha Goel

06-07-2021

A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching
Qidong Chen, Jun Sun, Yuan Zhao

07-07-2021

An advanced Hybrid Algorithm for Engineering Design Optimization
Pooja Verma, Raghav Prasad Parouha

07-07-2021

Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations
Liuyuan Chen, Yonggang Chen, Nannan Zhang

08-07-2021

Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation
Xiang Liu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Kaili Liao

10-07-2021

Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams
Senlin Luo, Weixiao Zhao, Limin Pan

08-06-2021

Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy
Tao Dong, Huiyun Zhu

15-06-2021 | Correction

Correction to: Modeling Axonal Plasticity in Artificial Neural Networks
James Ryland

06-07-2021 | Correction

Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review
Saroj Kumar Pandey, Rekh Ram Janghel

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