Issue 10/2019
Special Issue on Machine Learning Approaches and Challenges of Missing Data in the Era of Big Data (Pages 2589 - 2668)
Content (25 Articles)
Special issue on Machine learning approaches and challenges of missing data in the era of big data
Gwanggil Jeon, Arun Kumar Sangaiah, You-Shyang Chen, Anand Paul
Separable-spectral convolution and inception network for hyperspectral image super-resolution
Ke Zheng, Lianru Gao, Qiong Ran, Ximin Cui, Bing Zhang, Wenzhi Liao, Sen Jia
Random forest for big data classification in the internet of things using optimal features
S. K. Lakshmanaprabu, K. Shankar, M. Ilayaraja, Abdul Wahid Nasir, V. Vijayakumar, Naveen Chilamkurti
Lossless compression for hyperspectral image using deep recurrent neural networks
Jiqiang Luo, Jiaji Wu, Shihui Zhao, Lei Wang, Tingfa Xu
Reconstruction of missing color-channel data using a three-step back propagation neural network
Jin Wang, Marco Anisetti, Gwanggil Jeon
Big data aggregation in the case of heterogeneity: a feasibility study for digital health
Alex Adim Obinikpo, Burak Kantarci
Person detector for different overhead views using machine learning
Imran Ahmed, Misbah Ahmad, Awais Adnan, Awais Ahmad, Murad Khan
Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model
Wentao Li, Witold Pedrycz, Xiaoping Xue, Weihua Xu, Bingjiao Fan
An ELM based local topology preserving hashing
Yang Liu, Lin Feng, Shenglan Liu, Muxin Sun
Network embedding based on deep extreme learning machine
Yunfei Chu, Chunyan Feng, Caili Guo, Yaqing Wang
Prediction model of hot metal temperature for blast furnace based on improved multi-layer extreme learning machine
Xiaoli Su, Sen Zhang, Yixin Yin, Wendong Xiao
Simultaneous clustering and feature selection via nonparametric Pitman–Yor process mixture models
Wentao Fan, Nizar Bouguila
Three-way k-means: integrating k-means and three-way decision
Pingxin Wang, Hong Shi, Xibei Yang, Jusheng Mi
Social web video clustering based on multi-view clustering via nonnegative matrix factorization
Vinath Mekthanavanh, Tianrui Li, Hua Meng, Yan Yang, Jie Hu
Robust discriminant analysis with adaptive locality preserving
Weijun Sun, Shengli Xie, Na Han
Building robust models for small data containing nominal inputs and continuous outputs based on possibility distributions
Der-Chiang Li, Qi-Shi Shi, Hung-Yu Chen
Review: machine learning techniques applied to cybersecurity
Javier Martínez Torres, Carla Iglesias Comesaña, Paulino J. García-Nieto
Attribute reduction and rule acquisition of formal decision context based on object (property) oriented concept lattices
Keyun Qin, Bo Li, Zheng Pei
Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks
Iván Salgado, Hafiz Ahmed, Oscar Camacho, Isaac Chairez
Geometric aggregation operators with interval-valued Pythagorean trapezoidal fuzzy numbers based on Einstein operations and their application in group decision making
M. Shakeel, S. Abdullah, M. Shahzad, Nasir Siddiqui
Recommendations based on user effective point-of-interest path
Guoqiang Zhou, Shuai Zhang, Yi Fan, Jingjin Li, Wenbo Yao, Hongfang Liu
Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme
Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
A new hybrid genetic algorithm for the maximally diverse grouping problem
Kavita Singh, Shyam Sundar
Online transfer learning with multiple decision trees
Yimin Wen, Yixiu Qin, Keke Qin, Xiaoxia Lu, Pingshan Liu