Neural Processing Letters 5/2021

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

PDF-Version jetzt herunterladen Zum Volltext

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

Springer Professional

Inhaltsverzeichnis (39 Artikel)

Advanced neural network systems for solving complex real problems

Integrating Machine Learning Techniques in Semantic Fake News Detection

A Convolutional Neural Network Framework for Accurate Skin Cancer Detection

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images

Combining Embeddings of Input Data for Text Classification

Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning

Cross-Domain Polarity Models to Evaluate User eXperience in E-learning

A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds

Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration

The Study of Sailors’ Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern

Trajectory Association for Person Re-identification

Improving Open Information Extraction with Distant Supervision Learning

An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems

Named Entity Recognition by Using XLNet-BiLSTM-CRF

Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients

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

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

Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples

Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds

Synchronization and Robust Synchronization of Coupled Neural Networks with Non-identical Nodes

CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification

Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances

Convolutional Feature Frequency Adaptive Fusion Object Detection Network

Semi-Supervised Clustering for Financial Risk Analysis

Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics

A faster and better robustness zeroing neural network for solving dynamic Sylvester equation

Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order

Common Spatial Pattern with L21-Norm

PU Active Learning for Recommender Systems

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters

A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching

An advanced Hybrid Algorithm for Engineering Design Optimization

Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations

Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation

Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams

Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy

Correction to: Modeling Axonal Plasticity in Artificial Neural Networks

Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review

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