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El. knyga: Data Science: Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings

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  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 9208
  • Išleidimo metai: 29-Oct-2015
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783319244747
Kitos knygos pagal šią temą:
Data Science: Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, ProceedingsDidesnis paveikslėlis
  • Formatas: PDF+DRM
  • Serija: Lecture Notes in Computer Science 9208
  • Išleidimo metai: 29-Oct-2015
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783319244747
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This book constitutes the refereed proceedings of the Second International Conference on Data Science, ICDS 2015, held in Sydney, Australia, during August 8-9, 2015.









The 19 revised full papers and 5 short papers presented were carefully reviewed and selected from 31 submissions. The papers focus on the following topics: mathematical issues in data science; big data issues and applications; data quality and data preparation; data-driven scientific research; evaluation and measurement in data service; big data mining and knowledge management; case study of data science; social impacts of data science.
Design of Personalized News Comments Recommendation System
1(5)
Mingnan Zhou
Ruisheng Shi
Zhaozhen Xu
Yuan He
Yiyi Zhou
Lina Lan
Minimizing the Social Influence from a Topic Modeling Perspective
6(10)
Qipeng Yao
Li Guo
A Study on Optimal Policy for Purchase Data Updating in ERP Systems
16(9)
Wei Zong
Feng Wu
Zhengrui Jiang
Yi Qu
Research of Community Partition Based on the Modularity in Signed Network
25(5)
Jingfeng Guo
Xiao Chen
Junli Yu
Chaozhi Fan
Miaomiao Liu
LDA Based Event Extraction: Detecting Influenza Epidemics Using Microblog
30(4)
Jingwei Li
Wayne Huang
Ping Chen
A Friend Recommendation System Using Users' Information of Total Attributes
34(8)
Zhou Zhang
Yuewen Liu
Wei Ding
Wei Wayne Huang
Discovering Sequential Rental Patterns by Fleet Tracking
42(8)
Xinxin Jiang
Xueping Peng
Guodong Long
A Fast Climbing Approach for Diffusion Source Inference in Large Social Networks
50(8)
Wenyu Zang
Xiao Wang
Qipeng Yao
Li Guo
Satellite Data Science: A Case Study for Smog Disaster Prediction from Multiple Satellite Observations
58(4)
Ming Wu
Huajun Chen
Jiaoyan Chen
An Algebra Description for Hard Clustering
62(8)
Bo Wang
Yong Shi
Zhuofan Yang
Xuchan Ju
Homeomorphism Between Fuzzy Number Space and the Space of Bounded Functions with Same Monotonicity on [ --1, 1]
70(8)
Huadong Wang
Sizong Guo
Yong Shi
Regression-Based Outlier Detection of Sensor Measurements Using Independent Variable Synthesis
78(9)
Chang Mok Park
Jesung Jeon
Supervised Object Boundary Detection Based on Structured Forests
87(8)
Fan Meng
Zhiquan Qi
Limeng Cui
Zhensong Chen
Yong Shi
Pavement Distress Detection Using Random Decision Forests
95(8)
Limeng Cui
Zhiquan Qi
Zhensong Chen
Fan Meng
Yong Shi
STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction
103(9)
Hamidu Abdel-Fatao
Jiuyong Li
Jixue Liu
3D Model-Based Food Traceability Information Extraction Framework
112(8)
Bo Mao
Jing He
Jie Cao
Stephen Bigger
Todor Vasiljevic
A Spark-Based Big Data Platform for Massive Remote Sensing Data Processing
120(7)
Zhongyi Sun
Fengke Chen
Mingmin Chi
Yangyong Zhu
A Vehicle Routing Problem with Time Windows for Attended Home Distribution
127(8)
Yi Qu
Feng Wu
Wei Zong
Active Class Discovery by Querying Pairwise Label Homogeneity
135(6)
Yifan Fu
Junbin Gao
Xingquan Zhu
Discovering Productive Periodic Frequent Patterns in Transactional Databases
141(10)
Vincent Mwintieru Nofong
Building Computational Virtual Reality Environment for Anesthesia
151(8)
Xinyu Cao
Peng Zhang
Jing He
Guangyan Huang
Study of the Noise Level in the Colour Fundus Images
159(10)
Toufique Ahmed Soomro
Junbin Gao
Optimal Search Plan Model for Lost Aircraft
169(9)
Luyao Zhu
Wenxi Hao
Zhiwei Zhu
An Informatics Approach for Smart Evaluation of Water Quality Related Ecosystem Services
178(8)
Weigang Yan
Mike Hutchins
Steven Loiselle
Charlotte Hall
Credit Risk Evaluation Based on Improved Trust Evaluation Method Under Network Transaction
186(7)
Lai Hui
Huang Yumeng
Zhou Zongfang
Author Index 193
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