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International Journal of Machine Learning and Cybernetics

International Journal of Machine Learning and Cybernetics 10/2019

Issue 10/2019

Special Issue on Machine Learning Approaches and Challenges of Missing Data in the Era of Big Data (Pages 2589 - 2668)

Table of Contents ( 25 Articles )

10-09-2019 | Editorial | Issue 10/2019

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

02-01-2019 | Original Article | Issue 10/2019

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

04-01-2019 | Original Article | Issue 10/2019

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

11-02-2019 | Original Article | Issue 10/2019

Lossless compression for hyperspectral image using deep recurrent neural networks

Jiqiang Luo, Jiaji Wu, Shihui Zhao, Lei Wang, Tingfa Xu

13-07-2018 | Original Article | Issue 10/2019

Reconstruction of missing color-channel data using a three-step back propagation neural network

Jin Wang, Marco Anisetti, Gwanggil Jeon

02-01-2019 | Original Article | Issue 10/2019

Big data aggregation in the case of heterogeneity: a feasibility study for digital health

Alex Adim Obinikpo, Burak Kantarci

08-05-2019 | Original Article | Issue 10/2019

Person detector for different overhead views using machine learning

Imran Ahmed, Misbah Ahmad, Awais Adnan, Awais Ahmad, Murad Khan

21-11-2018 | Original Article | Issue 10/2019

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

04-01-2019 | Original Article | Issue 10/2019

An ELM based local topology preserving hashing

Yang Liu, Lin Feng, Shenglan Liu, Muxin Sun

30-11-2018 | Original Article | Issue 10/2019

Network embedding based on deep extreme learning machine

Yunfei Chu, Chunyan Feng, Caili Guo, Yaqing Wang

18-12-2018 | Original Article | Issue 10/2019

A nonlinear kernel support matrix machine for matrix learning

Yunfei Ye

30-11-2018 | Original Article | Issue 10/2019

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

02-01-2019 | Original Article | Issue 10/2019

Simultaneous clustering and feature selection via nonparametric Pitman–Yor process mixture models

Wentao Fan, Nizar Bouguila

02-01-2019 | Original Article | Issue 10/2019

Three-way k-means: integrating k-means and three-way decision

Pingxin Wang, Hong Shi, Xibei Yang, Jusheng Mi

02-02-2019 | Original Article | Issue 10/2019

Social web video clustering based on multi-view clustering via nonnegative matrix factorization

Vinath Mekthanavanh, Tianrui Li, Hua Meng, Yan Yang, Jie Hu

17-01-2019 | Original Article | Issue 10/2019

Robust discriminant analysis with adaptive locality preserving

Weijun Sun, Shengli Xie, Na Han

08-04-2019 | Original Article | Issue 10/2019

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

04-01-2019 | Original Article | Issue 10/2019

Review: machine learning techniques applied to cybersecurity

Javier Martínez Torres, Carla Iglesias Comesaña, Paulino J. García-Nieto

02-01-2019 | Original Article | Issue 10/2019

Attribute reduction and rule acquisition of formal decision context based on object (property) oriented concept lattices

Keyun Qin, Bo Li, Zheng Pei

07-01-2019 | Original Article | Issue 10/2019

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

10-01-2019 | Original Article | Issue 10/2019

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

16-01-2019 | Original Article | Issue 10/2019

Recommendations based on user effective point-of-interest path

Guoqiang Zhou, Shuai Zhang, Yi Fan, Jingjin Li, Wenbo Yao, Hongfang Liu

06-01-2019 | Original Article | Issue 10/2019

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

12-01-2019 | Original Article | Issue 10/2019

A new hybrid genetic algorithm for the maximally diverse grouping problem

Kavita Singh, Shyam Sundar

16-08-2019 | Original Article | Issue 10/2019

Online transfer learning with multiple decision trees

Yimin Wen, Yixiu Qin, Keke Qin, Xiaoxia Lu, Pingshan Liu

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