Issue 1/2021
Special Issue: Advances in Computing with Smart Data and Machine Learning
Content (42 Articles)
SCCGAN: Style and Characters Inpainting Based on CGAN
Ruijun Liu, Xiangshang Wang, Huimin Lu, Zhaohui Wu, Qian Fan, Shanxi Li, Xin Jin
ASDN: A Deep Convolutional Network for Arbitrary Scale Image Super-Resolution
Jialiang Shen, Yucheng Wang, Jian Zhang
Intelligent Handover Triggering Mechanism in 5G Ultra-Dense Networks Via Clustering-Based Reinforcement Learning
Qianyu Liu, Chiew Foong Kwong, Sun Wei, Lincan Li, Sibo Zhang
Region- and Pixel-Level Multi-Focus Image Fusion through Convolutional Neural Networks
Wenyi Zhao, Huihua Yang, Jie Wang, Xipeng Pan, Zhiwei Cao
RoDeRain: Rotational Video Derain via Nonconvex and Nonsmooth Optimization
Lizhen Deng, Guoxia Xu, Hu Zhu, Bing-Kun Bao
RSANet: Towards Real-Time Object Detection with Residual Semantic-Guided Attention Feature Pyramid Network
Quan Zhou, Jie Wang, Jia Liu, Shenghua Li, Weihua Ou, Xin Jin
Editorial: Recent Advances on the Mobile Multimedia Services and Applications
Shengping Zhang, Dianhui Chu, Yanxiao Zhao, Dalei Wu, Qing Yang
Bit-Quantized-Net: An Effective Method for Compressing Deep Neural Networks
Chunshan Li, Qing Du, Xiaofei Xu, Jinhui Zhu, Dianhui Chu
Node Attitude Aware Information Dissemination Model Based on Evolutionary Game in Social Networks
Hongcheng Huang, Tingting Wang, Min Hu, Mengyuan Dong, Licheng Lai
Enhancing Representation of Deep Features for Sensor-Based Activity Recognition
Xue Li, Lanshun Nie, Xiandong Si, Renjie Ding, Dechen Zhan
Indoor Wi-Fi Positioning Algorithm Based on Location Fingerprint
Xuerong Cui, Mengyan Wang, Juan Li, Meiqi Ji, Jin Yang, Jianhang Liu, Tingpei Huang, Haihua Chen
Editorial: Machine Learning and Big Data Analytics for IoT-Enabled Smart Cities
Mian Ahmad Jan, Xiangjian He, Houbing Song, Muhammad Babar
Machine Learning Based Approach for Sustainable Social Protection Policies in Developing Societies
Zahid Mumtaz, Peter Whiteford
Research on Sentiment Analysis of Network Forum Based on BP Neural Network
Yushou Tang, Jianhuan Su, Muazzam A. Khan
BP Neural Network Combination Prediction for Big Data Enterprise Energy Management System
Xu Sen, Ryan Alturki, Ateeq Ur Rehman, Muhammad Usman Tariq
MapReduce-Based Improved Random Forest Model for Massive Educational Data Processing and Classification
Wei Xu, Vinh Truong Hoang
Convolutional Neural Network for the Semantic Segmentation of Remote Sensing Images
Muhammad Alam, Jian-Feng Wang, Cong Guangpei, LV Yunrong, Yuanfang Chen
Mining of High-Utility Patterns in Big IoT-based Databases
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Reza M. Parizi, Mohammad S. Khan
A Comprehensive Survey on Machine Learning-Based Big Data Analytics for IoT-Enabled Smart Healthcare System
Wei Li, Yuanbo Chai, Fazlullah Khan, Syed Rooh Ullah Jan, Sahil Verma, Varun G. Menon, Kavita, Xingwang Li
Financial Times Series Forecasting of Clustered Stocks
Felipe Affonso, Thiago Magela Rodrigues Dias, Adilson Luiz Pinto
An Analysis of Blockchain and GDPR under the Data Lifecycle Perspective
Gislaine Parra Freund, Priscila Basto Fagundes, Douglas Dyllon Jeronimo de Macedo
Mobile Data Science and Intelligent Apps: Concepts, AI-Based Modeling and Research Directions
Iqbal H. Sarker, Mohammed Moshiul Hoque, Md. Kafil Uddin, Tawfeeq Alsanoosy
A Proposed Approach for Provenance Data Gathering
Márcio José Sembay, Douglas Dyllon Jeronimo de Macedo, Moisés Lima Dutra
An Improved NER Methodology to the Portuguese Language
Rogerio de Aquino Silva, Luana da Silva, Moisés Lima Dutra, Gustavo Medeiros de Araujo
Predicting Systolic Blood Pressure in Real-Time Using Streaming Data and Deep Learning
Hager Saleh, Eman M. G. Younis, Radhya Sahal, Abdelmgeid A. Ali
Terminological (di) Similarities between Information Management and Knowledge Management: a Term Co-Occurrence Analysis
Carlos Luis González-Valiente, Rodrigo Costas, Ed Noyons, Jela Steinerová, Jaroslav Šušol
A Review of Deep Learning on Medical Image Analysis
Jian Wang, Hengde Zhu, Shui-Hua Wang, Yu-Dong Zhang
Contour Feature Extraction of Medical Image Based on Multi-Threshold Optimization
Wei Li, Qian Huang, Gautam Srivastava
An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things
Ling-li Guo, Marcin Woźniak
Feature Extraction for Medical CT Images of Sports Tear Injury
Qi Nie, Ye-bing Zou, Jerry Chun-Wei Lin
Synthesizing Multi-Contrast MR Images Via Novel 3D Conditional Variational Auto-Encoding GAN
Huan Yang, Xianling Lu, Shui-Hua Wang, Zhihai Lu, Jian Yao, Yizhang Jiang, Pengjiang Qian
Research on Air Traffic Flow Forecast Based on ELM Non-Iterative Algorithm
Zhaoyue Zhang, An Zhang, Cong Sun, Shuaida Xiang, Jichen Guan, Xuedong Huang
Improving Tightly LiDAR/Compass/Encoder-Integrated Mobile Robot Localization with Uncertain Sampling Period Utilizing EFIR Filter
Yuan Xu, Yuriy S. Shmaliy, Wanfeng Ma, Xianwei Jiang, Tao Shen, Shuhui Bi, Hang Guo
System Design of Cloud Search Engine Based on Rich Text Content
Hao-peng Chan, Liang Xu, Hui-hui Liu, Run-tian Zhang, Arun Kumar Sangaiah
Personalized Learning Resource Recommendation Method Based on Dynamic Collaborative Filtering
Honggang Wang, Weina Fu