成果(2017年起)

期刊论文

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2019 October	A Color Enhancement Scene Estimation Approach for Single Image Haze Removal. Dharejo Fayaz Ali, Zhou Yuanchun, Deeba Farah, and Du Yi. Geoscience and Remote Sensing Letters 1(1).
2019 October	SKS：一种科技领域大数据知识图谱平台. 周园春, 常青玲, and 杜一. 数据与计算发展前沿 1(1).
2019 August	Spatiotemporal Trend Analysis of PM2.5 Concentration in China, 1999–2016. Jianghua Zhao, Xuezhi Wang, Hongqing Song, Yi Du, Wenjuan Cui, and Yuanchun Zhou. Atmosphere 10(8).
2019 January	国家自然科学基金大数据知识管理服务平台总体方案及关键技术研究. 姚畅, 王晓帆, 杜一, 张兆田, 李建军, and 郝艳妮. 中国科学基金 1(1).
2018 April	Thoughts on human-computer interaction in the age of artificial intelligence. Junjun Fan, Feng Tian, Yi Du, Zhengjie Liu, and Guozhong Dai. SCIENTIA SINICA Informationis 48(4).
2018 February	关联大数据管理技术:挑战、对策与实践. 沈志宏, 姚畅, 侯艳飞, 吴林寰, and 李跃鹏. 数据分析与知识发现 2(1).
2018 January	A Correlation Visual Analytics System for Air Quality. Yi Du, Malik Abish, Lianke Zhou, and Yuanchun Zhou. Chinese Journal of Electronics 27(5).
2018 January	Banded choropleth map. Yi Du, Lei Ren, Yuanchun Zhou, Jianhui Li, Feng Tian, and Guozhong Dai. Personal and Ubiquitous Computing 22(3).
2017 December	Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, and Jianhui Li. ACM Trans. Intell. Syst. Technol. 9(3).
2017 November	NEM: 基于真实感框架的自然用户界面评估方法. 吕菲, 田丰, 杜一, 陈凯翔, 侯文军, 任磊, and 戴国忠. 计算机辅助设计与图形学学报 29(11).
2017 September	An algorithm for event detection based on social media data. Wenjuan Cui, Pengfei Wang, Yi Du, Xin Chen, Danhuai Guo, Jianhui Li, and Yuanchun Zhou. Neurocomputing 254(9).
2017 February	科学大数据管理：概念、技术与系统. 黎建辉, 沈志宏, and 孟小峰. 计算机研究与发展 54(2).
2017 February	A sliding window-based multi-stage clustering and probabilistic forecasting approach for large multivariate time series data. Lei Ren, Yongchang Wei, Jin Cui, and Yi Du. Journal of Statistical Computation and Simulation 87(13).
2017 January	Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, and Jianhui Li. ACM Transactions on Intelligent Systems and Technology 9(3).

会议论文

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2019 October	Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding. Ziyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, and Yuanchun Zhou. 2019 IEEE International Conference on Big Data.
2018 June	Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, and Yuanchun Zhou. The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018).
2018 May	Approximations and Bounds for (n, k) Fork-Join Queues: A Linear Transformation Approach. Huajin Wang, Jianhui Li, Zhihong Shen, and Yuanchun Zhou. 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID).
2018 January	You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis. Pengyang Wang, Yanjie Fu, Jiawei Zhang, Pengfei Wang, Yu Zheng, and Charu C. Aggarwal. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2018).

专利

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2019 November	一种基于异质图卷积神经网络嵌入的作者名字消歧方法. 杜一, 乔子越, and 周园春. 中国专利.
2018 November	一种基于异质网络嵌入的学者名字消岐方法. 杜一, 乔子越, and 周园春. 中国专利.
2018 November	一种融合图数据库和人工智能算法的数据管理系统. 沈志宏, 赵子豪, 周园春, and 杜一. 中国专利.
2018 November	一种融合图数据库和人工智能算法的数据管理系统. 沈志宏, 赵子豪, 周园春, and 杜一. 中国专利.