Table of Contents

• Comprehensive Predictions of Tourists' Next Visit Location Based on Call Detail Records Using Machine Learning and Deep Learning MethodsNai Chun Chen, Wanqin Xie, Roy E. Welsch, Kent Larson, Jenny Xie. 1-6 [doi]
• Bayesian Networks with Structural Restrictions: Parallelization, Performance, and Efficient Cross-ValidationHao Peng, Zhe Jin, John A. Miller. 7-14 [doi]
• Building an SVM Classifier for Automated Selection of Big DataJunhua Ding, Jiabin Wang, Xiaojun Kang, Xin-Hua Hu. 15-22 [doi]
• Adaptive Concurrent Query Execution Framework for an Analytical In-Memory Database SystemHarshad Deshmukh, Hakan Memisoglu, Jignesh M. Patel. 23-30 [doi]
• Toward Scalable Indexing and Search on Distributed and Unstructured DataAlexandru Iulian Orhean, Itua Ijagbone, Ioan Raicu, Kyle Chard, Dongfang Zhao. 31-38 [doi]
• Scalable, Efficient Anonymization with INCOGNITO - Framework & AlgorithmAntorweep Chakravorty, Chunming Rong, K. R. Jayaram, Shu Tao. 39-48 [doi]
• Differentially Private Trajectory Analysis for Points-of-Interest RecommendationChao Li, Balaji Palanisamy, James Joshi. 49-56 [doi]
• Privacy-Preserving Inductive Learning with Decision TreesStacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu. 57-64 [doi]
• SafeNVM: A Non-Volatile Memory Store with Thread-Level Page ProtectionPradeep Kumar, H. Howie Huang. 65-72 [doi]
• Maximizing the Effectiveness of Advertising Campaigns on TwitterYan Mei, Weiliang Zhao, Jian Yang. 73-80 [doi]
• Big Social Data Analytics in Football: Predicting Spectators and TV Ratings from Facebook DataNicolai H. Egebjerg, Niklas Hedegaard, Gerda Kuum, Raghava Rao Mukkamala, Ravi Vatrapu. 81-88 [doi]
• Big Social Data Analytics for Public Health: Predicting Facebook Post Performance Using Artificial Neural Networks and Deep LearningNadiya Straton, Raghava Rao Mukkamala, Ravi Vatrapu. 89-96 [doi]
• An Integrated Software System for Supporting Real-Time Near-Infrared Spectral Big Data Analysis and ManagementLiping Zhao, Shupeng Hu, Xiaojun Zeng, Yuejin Wu, Yanqing Lin, Jing Liu, Shuang Fan. 97-104 [doi]
• A Model-Driven Methodology for Big Data Analytics-as-a-ServiceClaudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Michele Bezzi, Cédric Hébert. 105-112 [doi]
• Bleach: A Distributed Stream Data Cleaning SystemYongChao Tian, Pietro Michiardi, Marko Vukolic. 113-120 [doi]
• Zero-Day Attack Identification in Streaming Data Using Semantics and SparkSai C. Pallaprolu, Rishi Sankineni, Muthukumar Thevar, George Karabatis, Jianwu Wang. 121-128 [doi]
• Big Data Processing: Scalability with Extreme Single-Node PerformanceVenkatraman Govindaraju, Sam Idicula, Sandeep Agrawal, Venkatanathan Vardarajan, Arun Raghavan, Jarod Wen, Cagri Balkesen, Georgios Giannikis, Nipun Agarwal, Eric Sedlar. 129-136 [doi]
• Parallel Compression and Indexing of Large-Scale Geospatial Raster Data with GPGPUsNathalie Kaligirwa, Eleazar Leal, Le Gruenwald, Jianting Zhang, Simin You. 137-144 [doi]
• Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and InterferenceLauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, Odej Kao. 145-152 [doi]
• Resource Allocation in Cloud-Based Distributed CamerasBikash Agrawal, Jayachander Surbiryala, Chunming Rong. 153-160 [doi]
• Resource Management for Parallel Processing Frameworks with Load Awareness at Worker SideSon-Hai Ha, Patrick Brown, Pietro Michiardi. 161-168 [doi]
• CEPaaS: Complex Event Processing as a ServiceWilson A. Higashino, Miriam A. M. Capretz, Luiz F. Bittencourt. 169-176 [doi]
• Towards Elucidating the Structural Principles of Host-Pathogen Protein-Protein Interaction Networks: A Bioinformatics SurveyHuaming Chen, Jiangning Song, Geng Sun, Jun Shen, Lei Wang. 177-184 [doi]
• OB-Tree: Accelerating Data Cleaning in Out-of-Core Column-Store DatabasesFeng Yu, Brandon J. Latronics, Tyler Matacic, Eric S. Jones. 185-192 [doi]
• A Deep-Learning Based Precipitation Forecasting Approach Using Multiple Environmental FactorsPengcheng Zhang, Lei Zhang, Hareton Leung, Jimin Wang. 193-200 [doi]
• What Are My Users Looking for When Preparing a Big Data CampaignClaudio Agostino Ardagna, Paolo Ceravolo, Guido Lena Cota, Muhammad Muneeb Kiani, Ernesto Damiani. 201-208 [doi]
• Content Embedding Regularized Matrix Factorization for Recommender SystemsHao Wu, Zhengxin Zhang, Kun Yue, Binbin Zhang, Ruichao Zhu. 209-215 [doi]
• A Spatio-Temporal Mining Approach for Enhancing Satellite Data Availability: A Case Study on Blue Green AlgaeVinay Boddula, Lakshmish Ramaswamy, Deepak Mishra. 216-223 [doi]
• Real-Time Anomaly Detection of Short-Time-Scale GWAC Survey Light CurvesTianzhi Feng, Zhihui Du, Yankui Sun, Jianyan Wei, Jing Bi, Jason Liu. 224-231 [doi]
• Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research RoadmapSushil K. Prasad, Danial Aghajarian, Michael McDermott, Dhara Shah, Mohamed F. Mokbel, Satish Puri, Sergio J. Rey, Shashi Shekhar, Yiqun Xe, Ranga Raju Vatsavai, Fusheng Wang, Yanhui Liang, Hoang Vo, Shaowen Wang. 232-250 [doi]
• Adding Support for Theory in Open Science Big DataJohn A. Miller, Hao Peng, Michael E. Cotterell. 251-255 [doi]
• Towards a Framework for Developing Cyber Privacy Metrics: A Vision PaperBhavani M. Thuraisingham, Murat Kantarcioglu, Elisa Bertino, Chris Clifton. 256-265 [doi]
• De-Centralized Reputation-Based Trust Model to Discriminate between Cloud Providers Capable of Processing Big DataHadeel T. El Kassabi, Mohamed Adel Serhani. 266-273 [doi]
• A Multivariate Clustering Approach for Infrastructure Failure PredictionsSimon Luo, Victor W. Chu, Jianlong Zhou, Fang Chen, Raymond K. Wong, Weidong Huang. 274-281 [doi]
• Microblog Sentiment Classification Using Parallel SVM in Apache SparkBo Yan, Zijiang Yang, Yitian Ren, Xing Tan, Eric Liu. 282-288 [doi]
• Drowsy Driving Warning System Based on GS1 Standards with Machine LearningSeongjoo Moon, Moran Min, Jangwoo Nam, Jaeyou Park, Doheon Lee, Daeyoung Kim. 289-296 [doi]
• An Effective Distributed GHSOM Algorithm for Unsupervised Clustering on Big DataChui-Hui Chiu, Jin-Jie Chen, Fang Yu. 297-304 [doi]
• Integrating Extractive and Abstractive Models for Long Text SummarizationShuai Wang, Xiang Zhao, Bo Li, Bin Ge, Daquan Tang. 305-312 [doi]
• SCMAT: A Mechanism Presuming SCMs to Efficiently Enable Both OLAP and OLTPTakamitsu Shioi, Kenji Hatano, Haruo Yokota. 313-320 [doi]
• A Real-Time Scheduling Strategy Based on Processing Framework of HadoopFangbing Chen, Ji Liu, Yuesheng Zhu. 321-328 [doi]
• Developing a Real-Time Data Analytics Framework for Twitter Streaming DataBabak Yadranjiaghdam, Seyedfaraz Yasrobi, Nasseh Tabrizi. 329-336 [doi]
• Locating Sources in Online Social Networks via Random WalkZhijian Zhang, Kun Yue, Zhengbao Sun, Ling Liu, Weiyi Liu. 337-343 [doi]
• Big Data and Analysis of Data Transfers for International Research Networks Using NetSageAlberto Gonzalez, Jason Leigh, Sean Peisert, Brian Tierney, Edward Balas, Predrag Radulovic, Jennifer M. Schopf. 344-351 [doi]
• PAS4SCF - A Publication Analytics System for Services Conference Federation (SCF 2004-2016)Liang-Jie Zhang, Huan Chen. 352-359 [doi]
• I-Sampling: A New Block-Based Sampling Method for Large-Scale DatasetYu-Lin He, Joshua Zhexue Huang, Hao Long, Qiang Wang, Chenghao Wei. 360-367 [doi]
• Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein InteractionsHuaming Chen, Jun Shen, Lei Wang, Jiangning Song. 368-375 [doi]
• Experiences with the Twitter Health Surveillance (THS) SystemManuel Rodriguez-Martinez. 376-383 [doi]
• Data Governance Framework for Big Data Implementation with a Case of KoreaHee Young Kim, June-Suh Cho. 384-391 [doi]
• Educational and Scientific Applications of Climate Model Diagnostic AnalyzerSeungWon Lee, Chengxing Zhai, Terence Kubar, Benyang Tang, Lei Pan, Juilin Li, Jia Zhang, Qihao Bao. 392-397 [doi]
• Implementation of Disaster Prevention-Oriented Information Service Platform of XRAIN on DIASHitomi Sano, Eiji Ikoma, Masaru Kitsuregawa, Masato Oguchi. 398-405 [doi]
• New E-Commerce User Interest PatternsMatthias Volk 0002, Abed Elrahman Shareef, Naoum Jamous, Klaus Turowski. 406-413 [doi]
• Big Data Analysis and Visualization for the Smart GridAlejandro Sanchez, Wilson Rivera. 414-418 [doi]
• Compliance Analysis of Configurable Business Process Model Based on Extend CTLYiwang Huang, Zaiwen Feng, Keqing He, Songjin Xu. 419-426 [doi]
• Any-Time Methods for Time-Series Prediction with Missing ObservationsYanjie Wei, Hongzhi Wang, Shengfei Shi, Hong Gao, Jianzhong Li. 427-430 [doi]
• TeenRead: An Adolescents Reading Recommendation System Towards Online BibliotherapyYunxing Xin, Yongqiang Chen, Li Jin, Yici Cai, Ling Feng. 431-434 [doi]
• A Resilient Index Graph for Querying Large Biological Scientific DataLiang Li, Zhihong Shen, Jianhui Li, Dongjiang Liu, Huajin Wang, Lipeng Wang, Qinglan Sun. 435-443 [doi]
• SPARQL Query Parallel Processing: A SurveyJiaying Feng, Chenhong Meng, Jiaming Song, Xiaowang Zhang, Zhiyong Feng, Lei Zou. 444-451 [doi]
• Burst-Based Event Classification on Weakly Labeled Time Series Data of SensorsHanbo Zhang, Yawen Wang, Peng Wang, Wei Wang. 452-459 [doi]
• Bootstrapping a Blockchain Based Ecosystem for Big Data ExchangeJinchuan Chen, Yunzhi Xue. 460-463 [doi]
• The Performance of SQL-on-Hadoop Systems - An Experimental StudyXiongpai Qin, Yueguo Chen, Jun Chen, Shuai Li, Jiesi Liu, Huijie Zhang. 464-471 [doi]
• Real Time Social Attitude Expression PredictionJiawei Zhang, Philip S. Yu, Charu C. Aggarwal, Limeng Cui. 472-479 [doi]
• A Hybrid Learning Framework for Imbalanced Stream ClassificationWenbin Zhang, Jianwu Wang. 480-487 [doi]
• Personalized Recommendation Algorithm Based on LFM with QoS ConstraintYing Jin, Yi-Wen Zhang. 488-493 [doi]
• Clustering Data Streams with Adaptive ForgettingGopi Chand Nutakki, Olfa Nasraoui. 494-497 [doi]
• Big Data Pre-Processing: Closing the Data Quality Enforcement LoopIkbal Taleb, Mohamed Adel Serhani. 498-501 [doi]
• Cloud-Based and Big Data-Enabled Brokerage System for Smart GridsHoward Martinez Meza, Manuel Rodriguez-Martinez. 502-506 [doi]
• Graph Computation and Its Applications in Smart GridGuangyi Liu, Kewen Liu, Di Shi, Wendong Zhu, Zhiwei Wang, Xi Chen. 507-510 [doi]
• Open Medical Big Data and Open Consent and Their Impact on PrivacyJingquan Li. 511-514 [doi]
• Enhancing Energy, Health and Security Policy by Extracting, Enriching and Interfacing Next Generation Data in the Transport Domain (A Study on the Use of Big Data in Cross-Sectoral Policy Development)Susan Grant-Muller, Frances Hodgson, Nick Malleson, Robert Snowball. 515-518 [doi]
• Managing Emerging Risks and Liabilities in Data-Enabled SolutionsOlaitan Olaleye, Talmai Oliveira, Alexandru Darie. 519-524 [doi]
• Ecosystem Design of Big Data through Previous Study Analysis in the World: Policy Design for Big Data as Public GoodsHyejung Moon, KwanWoo Kim, Sungkyung Kim, Jangho Park. 525-528 [doi]
• Challenges of Software Testing for Astronomical Big DataLixiao Zhou, Maohai Huang. 529-532 [doi]
• A Distributed System for Finding High Profit Areas over Big Taxi Trip Data with MognoDB and SparkFadhilah Kurnia Putri, Joonho Kwon. 533-536 [doi]
• Comparison of Gambling Industry through Study Analysis in the WorldHyejung Moon, Thomas Yang, Sungkyung Kim, Jangho Park. 537-540 [doi]
• Big Data Analysis on Gambling Related News in South KoreaHyejung Moon, Sungkyung Kim, Thomas Yang, KwanWoo Kim. 541-544 [doi]
• Semantic Analysis of Transportation Related ResearchesSiYeun Lee, Hyejung Moon. 545-548 [doi]
• Business Graphing for Internet-Enabled EnterprisesBo Hu, Jian Wang, Yutao Ma, Liang-Jie Zhang. 549-556 [doi]
• An Overview of Blockchain Technology: Architecture, Consensus, and Future TrendsZibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen, Huaimin Wang. 557-564 [doi]
• A New Sleep Mechanism Based on SDN FrameworkPeizhao Yu, Lei Xu, Jinguang Gu, Heng He. 565-568 [doi]
• CloudSec: A Novel Approach to Verifying Security Conformance at the Bottom of the CloudXiaochen Liu, Chunhe Xia, Tianbo Wang, Li Zhong. 569-576 [doi]
• Cutting Parameters Optimization Based on ITLBO Algorithm with Big Data DrivenChen Wang, Yi Wang, Kesheng Wang, Yao Dong, Xueliang Zhou, Shenghuai Wang. 577-581 [doi]