Data Science and Engineering, Volume 2 (original) (raw)

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Volume 2, Number 1, March 2017

Graph Processing: Techniques and Applications

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    Xuemin Lin, Jeffrey Xu Yu:
    Special Issue on Graph Processing: Techniques and Applications. 1
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    Xiaofei Zhang, Lei Chen:
    Distance-Aware Selective Online Query Processing Over Large Distributed Graphs. 2-21
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    Koji Ueno, Toyotaro Suzumura, Naoya Maruyama, Katsuki Fujisawa, Satoshi Matsuoka:
    Efficient Breadth-First Search on Massively Parallel and Distributed-Memory Machines. 22-35
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    Wenfei Fan, Chunming Hu:
    Big Graph Analyses: From Queries to Dependencies and Association Rules. 36-55
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    Lei Zou, M. Tamer Özsu:
    Graph-Based RDF Data Management. 56-70
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    Weihuang Huang, Jeffrey Xu Yu:
    Investigating TSP Heuristics for Location-Based Services. 71-93
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    Makoto Onizuka, Toshimasa Fujimori, Hiroaki Shiokawa:
    Graph Partitioning for Distributed Graph Processing. 94-105

Volume 2, Number 2, June 2017

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    Lotfi Ben Othmane, Golriz Chehrazi, Eric Bodden, Petar Tsalovski, Achim D. Brucker:
    Time for Addressing Software Security Issues: Prediction Models and Impacting Factors. 107-124
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    Shaoqing Wang, Cuiping Li, Kankan Zhao, Hong Chen:
    Context-Aware Recommendations with Random Partition Factorization Machines. 125-135
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    Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu:
    Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing. 136-150
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    Hina A. Khan, Mohamed A. Sharaf:
    Model-Based Diversification for Sequential Exploratory Queries. 151-168
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    Jinwei Guo, Jiajia Chu, Peng Cai, Minqi Zhou, Aoying Zhou:
    Low-Overhead Paxos Replication. 169-177
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    Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du:
    Guiding the Training of Distributed Text Representation with Supervised Weighting Scheme for Sentiment Analysis. 178-186
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    Shumin Han, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu:
    Private Blocking Technique for Multi-party Privacy-Preserving Record Linkage. 187-196

Volume 2, Number 3, September 2017

HPC-enabled Modelling for Big Data Problems in Life, Socio-Economical and Physical Sciences

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    Andrea Bracciali, Elisabeth Larsson:
    Data-Intensive Modelling and Simulation in Life Sciences and Socio-economical and Physical Sciences - Contributions from the Coordinated Work in cHiPSet, the COST Action on High-Performance Modelling and Simulation for Big Data Applications. 197-198
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    Fátima Leal, Benedita Malheiro, Horacio González-Vélez, Juan C. Burguillo:
    Trust-based Modelling of Multi-criteria Crowdsourced Data. 199-209
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    Amr Abdullatif, Francesco Masulli, Stefano Rovetta:
    Tracking Time Evolving Data Streams for Short-Term Traffic Forecasting. 210-223
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    Esko Turunen:
    Using GUHA Data Mining Method in Analyzing Road Traffic Accidents Occurred in the Years 2004-2008 in Finland. 224-231
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    Steffen Möller, Stuart W. Prescott, Lars Wirzenius, Petter Reinholdtsen, Brad Chapman, Pjotr Prins, Stian Soiland-Reyes, Fabian Klötzl, Andrea Bagnacani, Matús Kalas, Andreas Tille, Michael R. Crusoe:
    Robust Cross-Platform Workflows: How Technical and Scientific Communities Collaborate to Develop, Test and Share Best Practices for Data Analysis. 232-244
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    Bjørn Fjukstad, Lars Ailo Bongo:
    A Review of Scalable Bioinformatics Pipelines. 245-251

Volume 2, Number 4, December 2017

APWeb and WAIM 2017

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    Elisa Bertino:
    Editorial. 253-254
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    Lei Chen, Xiaochun Yang:
    Special Issue Editorial. 255-256
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    Yue Wang, Xun Jian, Zhenhua Yang, Jia Li:
    Query Optimal k-Plex Based Community in Graphs. 257-273
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    Yue Wang, Xun Jian, Zhenhua Yang, Jia Li:
    Correction to: Query Optimal k-Plex Based Community in Graphs. 274
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    Wei Shi, Weiguo Zheng, Jeffrey Xu Yu, Hong Cheng, Lei Zou:
    Keyphrase Extraction Using Knowledge Graphs. 275-288
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    Ben Chen, Zhijin Lv, Xiaohui Yu, Yang Liu:
    Sliding Window Top-K Monitoring over Distributed Data Streams. 289-300
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    Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang:
    Reordering Transaction Execution to Boost High-Frequency Trading Applications. 301-315
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    Chenhao Yang, Ben He, Canjia Li, Jungang Xu:
    A Feedback-Based Approach to Utilizing Embeddings for Clinical Decision Support. 316-327
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    Genoveva Vargas-Solar, José-Luis Zechinelli-Martini, Javier-Alfonso Espinosa-Oviedo:
    Big Data Management: What to Keep from the Past to Face Future Challenges? 328-345
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    Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du:
    Correction to: Guiding the Training of Distributed Text Representation with Supervised Weighting Scheme for Sentiment Analysis. 346

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