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Data Science and Engineering, Volume 4
Volume 4, Number 1, March 2019
- Yi Cai, Jianliang Xu
, Qing Li
:
Special Issue of APWeb-WAIM 2018. 1-2 - Yi Zhao, Yanyan Shen
, Yong Huang:
DMDP: A Dynamic Multi-source Default Probability Prediction Framework. 3-13 - Yangbin Chen
, Yun Ma
, Xudong Mao, Qing Li
:
Multi-Task Learning for Abstractive and Extractive Summarization. 14-23 - Xin Wang, Lele Chai, Qiang Xu, Yajun Yang
, Jianxin Li
, Junhu Wang, Yunpeng Chai:
Efficient Subgraph Matching on Large RDF Graphs Using MapReduce. 24-43 - Hannu Reittu
, Ilkka Norros, Tomi Räty, Marianna Bolla, Fülöp Bazsó:
Regular Decomposition of Large Graphs: Foundation of a Sampling Approach to Stochastic Block Model Fitting. 44-60 - Md. Maksudul Alam
, Kalyan S. Perumalla
, Peter Sanders:
Novel Parallel Algorithms for Fast Multi-GPU-Based Generation of Massive Scale-Free Networks. 61-75 - Yingxia Shao
, Jialin Liu, Shuyang Shi, Yuemei Zhang, Bin Cui
:
Fast De-anonymization of Social Networks with Structural Information. 76-92
Volume 4, Number 2, June 2019
- Keyu Yang
, Xin Ding, Yuanliang Zhang, Lu Chen, Baihua Zheng
, Yunjun Gao:
Distributed Similarity Queries in Metric Spaces. 93-108 - Xingming Chen, Yanghui Rao, Haoran Xie
, Fu Lee Wang, Yingchao Zhao
, Jian Yin:
Sentiment Classification Using Negative and Intensive Sentiment Supplement Information. 109-118 - Vachik S. Dave
, Baichuan Zhang, Pin-Yu Chen, Mohammad Al Hasan:
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding. 119-131 - Channamma Patil, Ishwar Baidari
:
Estimating the Optimal Number of Clusters k in a Dataset Using Data Depth. 132-140 - Vianney Kengne Tchendji
, Jerry Lacmou Zeutouo
:
An Efficient CGM-Based Parallel Algorithm for Solving the Optimal Binary Search Tree Problem Through One-to-All Shortest Paths in a Dynamic Graph. 141-156 - Bofang Li, Aleksandr Drozd, Yuhe Guo, Tao Liu, Satoshi Matsuoka, Xiaoyong Du:
Scaling Word2Vec on Big Corpus. 157-175
Volume 4, Number 3, September 2019
- Guoliang Li, João Gama
, Jun Yang:
Special Issue of DASFAA 2019. 177-178 - Tianyu Zhao
, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan:
Towards Automatic Mathematical Exercise Solving. 179-192 - Shikha Anirban
, Junhu Wang
, Md. Saiful Islam
:
Modular Decomposition-Based Graph Compression for Fast Reachability Detection. 193-207 - Yijun Duan
, Adam Jatowt
, Sourav S. Bhowmick
, Masatoshi Yoshikawa:
Mapping Entity Sets in News Archives Across Time. 208-222 - Arosha Rodrigo, Miyuru Dayarathna
, Sanath Jayasena
:
Latency-Aware Secure Elastic Stream Processing with Homomorphic Encryption. 223-239 - Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xue Li
:
MMM: Multi-source Multi-net Micro-video Recommendation with Clustered Hidden Item Representation Learning. 240-253 - Yang Yang
, Wenjie Zhang
, Ying Zhang
, Xuemin Lin, Liping Wang:
Selectivity Estimation on Set Containment Search. 254-268 - Stephen Bonner
, Ibad Kureshi, John Brennan
, Georgios Theodoropoulos
, Andrew Stephen McGough, Boguslaw Obara:
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study. 269-289
Volume 4, Number 4, December 2019
- Dongxiang Zhang, Wei Wang, Bin Cui
, Heng Tao Shen:
Special Issue of APWeb-WAIM 2019. 291-292 - Jizhou Luo
, Wei Zhang, Shengfei Shi, Hong Gao, Jianzhong Li, Wei Wu, Shouxu Jiang:
FreshJoin: An Efficient and Adaptive Algorithm for Set Containment Join. 293-308 - Yijian Cheng, Pengjie Ding, Tongtong Wang, Wei Lu, Xiaoyong Du:
Which Category Is Better: Benchmarking Relational and Graph Database Management Systems. 309-322 - Peihao Tong, Qifan Zhang
, Junjie Yao
:
Leveraging Domain Context for Question Answering Over Knowledge Graph. 323-335 - Yijun Duan
, Adam Jatowt
, Katsumi Tanaka:
Discovering Latent Threads in Entity Histories. 336-351 - Yishu Wang
, Ye Yuan, Yuliang Ma, Guoren Wang:
Time-Dependent Graphs: Definitions, Applications, and Algorithms. 352-366 - Ritesh Kumar, Partha Sarathi Bishnu
:
Identification of k-Most Promising Features to Set Blue Ocean Strategy in Decision Making. 367-384
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