Ausgabe 3/2020
Special Issue: Neural and Shallow Methods Feature Learning
Inhalt (48 Artikel)
Feature-Based Learning in Drug Prescription System for Medical Clinics
Wee Pheng Goh, Xiaohui Tao, Ji Zhang, Jianming Yong
Extreme Learning Machine for Supervised Classification with Self-paced Learning
Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai
Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning
Luyao Liu, Zheng Zhang, Zi Huang
Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection
Guoqiu Wen, Yonghua Zhu, Mengmeng Zhan, Malong Tan
Local Structure Preservation for Nonlinear Clustering
Linjun Chen, Guangquan Lu, Yangding Li, Jiaye Li, Malong Tan
Using Locality Preserving Projections to Improve the Performance of Kernel Clustering
Mengmeng Zhan, Guangquan Lu, Guoqiu Wen, Leyuan Zhang, Lin Wu
Intra- and Inter-modal Multilinear Pooling with Multitask Learning for Video Grounding
Zhou Yu, Yijun Song, Jun Yu, Meng Wang, Qingming Huang
An Efficient Algorithm Combining Spectral Clustering with Feature Selection
Qimin Luo, Guoqiu Wen, Leyuan Zhang, Mengmeng Zhan
Parameter-Free Extreme Learning Machine for Imbalanced Classification
Li Li, Kaiyi Zhao, Ruizhi Sun, Jiangzhang Gan, Gang Yuan, Tong Liu
Content-Aware Summarization of Broadcast Sports Videos: An Audio–Visual Feature Extraction Approach
Abdullah Aman Khan, Jie Shao, Waqar Ali, Saifullah Tumrani
Bipartite Synchronization Analysis of Fractional Order Coupled Neural Networks with Hybrid Control
Lingzhong Zhang, Yongqing Yang
Deep Plot-Aware Generalized Matrix Factorization for Collaborative Filtering
Xiaoxin Sun, Haobo Zhang, Meiqi Wang, Mengying Yu, Minghao Yin, Bangzuo Zhang
An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo–Fabrizio Derivative
Marzieh Mortezaee, Mehdi Ghovatmand, Alireza Nazemi
Stochastic One-Step Training for Feedforward Artificial Neural Networks
Hector Cano-Rocha, Raul Gonzalez-Garcia
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
Asynchronous – Filtering for Discrete-Time Fuzzy Markov Jump Neural Networks with Unreliable Communication Links
Yigang Zhang, Jianwei Xia, Xia Huang, Jing Wang, Hao Shen
An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays
G. Nagamani, M. Shafiya, G. Soundararajan
Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach
Manuel Gil-Martín, Rubén San-Segundo, Ricardo de Córdoba, José Manuel Pardo
Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning
Haishun Du, Yuxi Wang, Fan Zhang, Yi Zhou
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
Region Stability and Stabilization of Recurrent Neural Network with Parameter Disturbances
Gang Bao, Yue Peng, Xue Zhou, Shunqi Gong
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
Locate the Bounding Box of Neural Networks with Intervals
Nikolaos Anastasopoulos, Ioannis G. Tsoulos, Evangelos Karvounis, Alexandros Tzallas
Complementary Boundary Estimation Network for Temporal Action Proposal Generation
Jinding Wang, Haifeng Hu
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
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
A Robust Least Squares Support Vector Machine Based on L∞-norm
Ting Ke, Lidong Zhang, Xuechun Ge, Hui Lv, Min Li
EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation
Xiaopeng Gong, Xiabi Liu, Xin Duan, Yushuo Li
Cost-sensitive Dictionary Learning for Software Defect Prediction
Liang Niu, Jianwu Wan, Hongyuan Wang, Kaiwei Zhou
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
Two-Stage Game Strategy for Multiclass Imbalanced Data Online Prediction
Haiyang Yu, Chunyi Chen, Huamin Yang
Robust Two-Dimensional Linear Discriminant Analysis via Information Divergence
Lei Zhang, Zhizheng Liang
Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest
Esteban J. Palomo, Ezequiel López-Rubio, Francisco Ortega-Zamorano, Rafaela Benítez-Rochel
Evolutionary Denoising-Based Machine Learning for Detecting Knee Disorders
Luca Parisi, Narrendar RaviChandran
Detecting Ordinal Subcascades
Ludwig Lausser, Lisa M. Schäfer, Silke D. Kühlwein, Angelika M. R. Kestler, Hans A. Kestler
Forecasting Monthly Tourism Demand Using Enhanced Backpropagation Neural Network
Lin Wang, Binrong Wu, Qing Zhu, Yu-Rong Zeng
Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks
Zhao Yang, Yuanxin Zhu, Tie Liu, Sai Zhao, Yunyan Wang, Dapeng Tao
Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems
Riadh Ayachi, Yahia Said, Abdessalem Ben Abdelaali
Adaptive Synchronization of Complex Dynamical Networks via Distributed Pinning Impulsive Control
Dong Ding, Ze Tang, Yan Wang, Zhicheng Ji