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Zeitschrift

Neural Processing Letters

Neural Processing Letters 3/2020

Ausgabe 3/2020

Special Issue: Neural and Shallow Methods Feature Learning

Inhaltsverzeichnis ( 48 Artikel )

02.07.2020 | Ausgabe 3/2020

Feature-Based Learning in Drug Prescription System for Medical Clinics

Wee Pheng Goh, Xiaohui Tao, Ji Zhang, Jianming Yong

14.06.2020 | Ausgabe 3/2020

Extreme Learning Machine for Supervised Classification with Self-paced Learning

Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai

02.03.2020 | Ausgabe 3/2020

Joint Feature Selection with Dynamic Spectral Clustering

Tong Liu, Gaven Martin

16.03.2020 | Ausgabe 3/2020

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning

Luyao Liu, Zheng Zhang, Zi Huang

24.05.2020 | Ausgabe 3/2020

Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection

Guoqiu Wen, Yonghua Zhu, Mengmeng Zhan, Malong Tan

28.05.2020 | Ausgabe 3/2020

Local Structure Preservation for Nonlinear Clustering

Linjun Chen, Guangquan Lu, Yangding Li, Jiaye Li, Malong Tan

20.05.2020 | Ausgabe 3/2020

Using Locality Preserving Projections to Improve the Performance of Kernel Clustering

Mengmeng Zhan, Guangquan Lu, Guoqiu Wen, Leyuan Zhang, Lin Wu

01.05.2020 | Ausgabe 3/2020

Joint Robust Multi-view Spectral Clustering

Tong Liu, Gaven Martin, YongXin Zhu, Lin Peng, Li Li

24.02.2020 | Ausgabe 3/2020

Intra- and Inter-modal Multilinear Pooling with Multitask Learning for Video Grounding

Zhou Yu, Yijun Song, Jun Yu, Meng Wang, Qingming Huang

24.08.2020 | Ausgabe 3/2020

Convolutional Sparse Coded Dynamic Brain Functional Connectivity

Jin Yan, Yingying Zhu

09.06.2020 | Ausgabe 3/2020

A Style-Specific Music Composition Neural Network

Cong Jin, Yun Tie, Yong Bai, Xin Lv, Shouxun Liu

09.07.2020 | Ausgabe 3/2020

An Efficient Algorithm Combining Spectral Clustering with Feature Selection

Qimin Luo, Guoqiu Wen, Leyuan Zhang, Mengmeng Zhan

17.06.2020 | Ausgabe 3/2020

Parameter-Free Extreme Learning Machine for Imbalanced Classification

Li Li, Kaiyi Zhao, Ruizhi Sun, Jiangzhang Gan, Gang Yuan, Tong Liu

04.02.2020 | Ausgabe 3/2020

Content-Aware Summarization of Broadcast Sports Videos: An Audio–Visual Feature Extraction Approach

Abdullah Aman Khan, Jie Shao, Waqar Ali, Saifullah Tumrani

24.09.2020 | Ausgabe 3/2020

Bipartite Synchronization Analysis of Fractional Order Coupled Neural Networks with Hybrid Control

Lingzhong Zhang, Yongqing Yang

14.08.2020 | Ausgabe 3/2020

Deep Plot-Aware Generalized Matrix Factorization for Collaborative Filtering

Xiaoxin Sun, Haobo Zhang, Meiqi Wang, Mengying Yu, Minghao Yin, Bangzuo Zhang

29.09.2020 | Ausgabe 3/2020

An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo–Fabrizio Derivative

Marzieh Mortezaee, Mehdi Ghovatmand, Alireza Nazemi

24.09.2020 | Ausgabe 3/2020

Stochastic One-Step Training for Feedforward Artificial Neural Networks

Hector Cano-Rocha, Raul Gonzalez-Garcia

21.09.2020 | Ausgabe 3/2020

Ensemble pruning of ELM via migratory binary glowworm swarm optimization and margin distance minimization

Xuhui Zhu, Zhiwei Ni, Liping Ni, Feifei Jin, Meiying Cheng, Zhangjun Wu

08.09.2020 | Ausgabe 3/2020

Asynchronous – Filtering for Discrete-Time Fuzzy Markov Jump Neural Networks with Unreliable Communication Links

Yigang Zhang, Jianwei Xia, Xia Huang, Jing Wang, Hao Shen

04.09.2020 | Ausgabe 3/2020

An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays

G. Nagamani, M. Shafiya, G. Soundararajan

07.09.2020 | Ausgabe 3/2020

Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach

Manuel Gil-Martín, Rubén San-Segundo, Ricardo de Córdoba, José Manuel Pardo

04.09.2020 | Ausgabe 3/2020

Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning

Haishun Du, Yuxi Wang, Fan Zhang, Yi Zhou

11.09.2020 | Ausgabe 3/2020

Adaptive Decision Threshold-Based Extreme Learning Machine for Classifying Imbalanced Multi-label Data

Shang Gao, Wenlu Dong, Ke Cheng, Xibei Yang, Shang Zheng, Hualong Yu

07.09.2020 | Ausgabe 3/2020

Region Stability and Stabilization of Recurrent Neural Network with Parameter Disturbances

Gang Bao, Yue Peng, Xue Zhou, Shunqi Gong

20.09.2020 | Ausgabe 3/2020

A New Robust Fuzzy Clustering Approach: DBKIFCM

Anjana Gosain, Sonika Dahiya

15.09.2020 | Ausgabe 3/2020

Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled -Hinge Loss with Non-smooth Regularizer

Manisha Singla, Debdas Ghosh, K. K. Shukla

11.09.2020 | Ausgabe 3/2020

Locate the Bounding Box of Neural Networks with Intervals

Nikolaos Anastasopoulos, Ioannis G. Tsoulos, Evangelos Karvounis, Alexandros Tzallas

10.09.2020 | Ausgabe 3/2020

Finite Time Anti-synchronization of Quaternion-Valued Neural Networks with Asynchronous Time-Varying Delays

Zihan Li, Xiwei Liu

17.09.2020 | Ausgabe 3/2020

Complementary Boundary Estimation Network for Temporal Action Proposal Generation

Jinding Wang, Haifeng Hu

20.09.2020 | Ausgabe 3/2020

Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods

Ozgur Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim

30.09.2020 | Ausgabe 3/2020 Open Access

Specialization in Hierarchical Learning Systems

A Unified Information-theoretic Approach for Supervised, Unsupervised and Reinforcement Learning
Heinke Hihn, Daniel A. Braun

19.09.2020 | Ausgabe 3/2020

Adaptively Converting Auxiliary Attributes and Textual Embedding for Video Captioning Based on BiLSTM

Shuqin Chen, Xian Zhong, Lin Li, Wenxuan Liu, Cheng Gu, Luo Zhong

23.09.2020 | Ausgabe 3/2020

A Robust Least Squares Support Vector Machine Based on L∞-norm

Ting Ke, Lidong Zhang, Xuechun Ge, Hui Lv, Min Li

22.09.2020 | Ausgabe 3/2020

EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation

Xiaopeng Gong, Xiabi Liu, Xin Duan, Yushuo Li

25.09.2020 | Ausgabe 3/2020

Cost-sensitive Dictionary Learning for Software Defect Prediction

Liang Niu, Jianwu Wan, Hongyuan Wang, Kaiwei Zhou

30.09.2020 | Ausgabe 3/2020

Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller

Yuting Cao, Bo Sun, Zhenyuan Guo, Tingwen Huang, Zheng Yan, Shiping Wen

12.10.2020 | Ausgabe 3/2020

Extracting Classification Rules from Artificial Neural Network Trained with Discretized Inputs

Dounia Yedjour

02.11.2020 | Ausgabe 3/2020

Two-Stage Game Strategy for Multiclass Imbalanced Data Online Prediction

Haiyang Yu, Chunyi Chen, Huamin Yang

03.10.2020 | Ausgabe 3/2020

Robust Two-Dimensional Linear Discriminant Analysis via Information Divergence

Lei Zhang, Zhizheng Liang

03.10.2020 | Ausgabe 3/2020

Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest

Esteban J. Palomo, Ezequiel López-Rubio, Francisco Ortega-Zamorano, Rafaela Benítez-Rochel

14.10.2020 | Ausgabe 3/2020

Evolutionary Denoising-Based Machine Learning for Detecting Knee Disorders

Luca Parisi, Narrendar RaviChandran

19.10.2020 | Ausgabe 3/2020 Open Access

Detecting Ordinal Subcascades

Ludwig Lausser, Lisa M. Schäfer, Silke D. Kühlwein, Angelika M. R. Kestler, Hans A. Kestler

22.10.2020 | Ausgabe 3/2020

Forecasting Monthly Tourism Demand Using Enhanced Backpropagation Neural Network

Lin Wang, Binrong Wu, Qing Zhu, Yu-Rong Zeng

19.10.2020 | Ausgabe 3/2020

Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks

Zhao Yang, Yuanxin Zhu, Tie Liu, Sai Zhao, Yunyan Wang, Dapeng Tao

13.10.2020 | Ausgabe 3/2020

Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems

Riadh Ayachi, Yahia Said, Abdessalem Ben Abdelaali

13.10.2020 | Ausgabe 3/2020

Adaptive Synchronization of Complex Dynamical Networks via Distributed Pinning Impulsive Control

Dong Ding, Ze Tang, Yan Wang, Zhicheng Ji

23.10.2020 | Ausgabe 3/2020

Convergence of Batch Gradient Method Based on the Entropy Error Function for Feedforward Neural Networks

Yan Xiong, Xin Tong

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