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WIAS - volume 18 - 2020 论文列表
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Volume 18, Number 4, 2020
Adversarial auto-encoder for rating prediction with ratings and reviews.

Jin Yi Jiajin Huang Jin Qin

Active learning strategies for solving the cold user problem in model-based recommender systems.

Tomas Geurts Stelios Giannikis Flavius Frasincar

Correlation alignment with attention mechanism for unsupervised domain adaptation.

Rong Chen Chongguang Ren

A measure based pricing framework for data products.

Yazhen Ye Yao Zhang Guohua Liu Yangyong Zhu

Volume 18, Number 3, 2020
Document classification using convolutional neural networks with small window sizes and latent semantic analysis.

Eren Gultepe Mehran Kamkarhaghighi Masoud Makrehchi

ITIL process management to mitigate operations risk in cloud architecture infrastructure for banking and financial services industry.

Abhishek Mahalle Jianming Yong Xiaohui Tao

Image inspired Chinese couplet generation.

Shengqiong Yuan Luo Zhong Lin Li

A survey on text classification and its applications.

Xujuan Zhou Raj Gururajan Yuefeng Li Revathi Venkataraman Xiaohui Tao Ghazal Bargshady Prabal Datta Barua Srinivas Kondalsamy-Chennakesavan

Exploring propagation factors of social media moods for stock prices prediction.

Hongxun Jiang Xiaotong Wang Mengjun Zhu

From traceability to provenance of agricultural products through blockchain.

Xiong Zhou Fang Zheng Xujuan Zhou Ka Ching Chan Raj Gururajan Zhangguang Wu Enxing Zhou

Knowledge discovery and management on online social networks and media.

Xiaohui Tao Haoran Xie Yongrui (Louie) Qin Xujuan Zhou Yi Cai

Volume 18, Number 2, 2020
Redundancy evaluation method of massive heterogeneous data in Internet of Things based on attributes and relations.

Ying Li

Intelligent detection method for abnormal big data in heterogeneous networks based on Bayesian classification.

Ruijing Liu Xiaoting Luo

Accelerated algorithm for intelligent mining of communication data in cloud computing environment.

Xiao-Ling Jiang Hui Zhang

Research on distributed data stream mining algorithms based on matrix weighted association rules.

Dong Xu

Research on interest reading recommendation method of intelligent library based on big data technology.

Hui Sun

Research on the integration of library e-book borrowing history data based on big data technology.

Hao Wang

Fault-tolerant technology for big data cluster in distributed flow processing system.

Zhicheng Jia

Special issue on big data networking-challenges and applications.

Zhixiang Hou Chong Shen

Volume 18, Number 1, 2020
Interactive minutes generation system based on hierarchical discussion structure.

Hiroya Miura Yoshinari Takegawa Asuka Terai Keiji Hirata

A literature review of the current applications of machine learning and their practical implications.

Beatriz Nery Rodrigues Chagas Julio A. N. Viana Olaf Reinhold Fábio Manoel França Lobato Antônio Fernando Lavareda Jacob Jr. Rainer Alt

Deep text classification of Instagram data using word embeddings and weak supervision.

Kim Hammar Shatha Jaradat Nima Dokoohaki Mihhail Matskin

Cross-platform personality exploration system for online social networks: Facebook vs. Twitter.

Raad Bin Tareaf Philipp Berger Patrick Hennig Christoph Meinel

2SRM: Learning social signals for predicting relevant search results.

Ismail Badache

Real-time visualization to improve quality in computer mediated communication.

Brian Thoms Evren Eryilmaz Nicole Dubin Rafael Hernandez Sara Colon-Cerezo