Abstract is missing.
- A Scalable Approach for Online Hierarchical Big Data MiningN. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat. 1-8 [doi]
- A Parallel Distributed Weka Framework for Big Data Mining Using SparkAris-Kyriakos Koliopoulos, Paraskevas Yiapanis, Firat Tekiner, Goran Nenadic, John A. Keane. 9-16 [doi]
- Geometrical and Topological Modelling: A Fast Computation of Spatial 3D TLS Data SelectionsJosé I. Rodrigues, Mauro J. G. Figueiredo, Ivo Silvestre, Cristina Veiga-Pires. 17-24 [doi]
- PaWI: Parallel Weighted Itemset Mining by Means of MapReduceElena Baralis, Luca Cagliero, Paolo Garza, Luigi Grimaudo. 25-32 [doi]
- Distributed SPARQL over Big RDF Data: A Comparative Analysis Using Presto and MapReduceMulugeta Mammo, Srividya K. Bansal. 33-40 [doi]
- A GPU Based SVM Method with Accelerated Kernel Matrix CalculationBo Yan, Yitian Ren, Zijiang Yang. 41-46 [doi]
- A Clustered Approach for Fast Computation of Betweenness Centrality in Social NetworksPaolo Suppa, Eugenio Zimeo. 47-54 [doi]
- A Semantic Recommender for Micro-blog UsersStefano Faralli, Giovanni Stilo, Paola Velardi. 55-62 [doi]
- Incorporating Tie Strength in Robust Social RecommendationYouliang Zhong, Jian Yang, Robertus Nugroho. 63-70 [doi]
- Can We Rank Emotions? A Brand Love Ranking System for Emotional TermsAndreas Kanavos, Eleanna Kafeza, Christos Makris. 71-78 [doi]
- Matrix Inter-joint Factorization - A New Approach for Topic Derivation in TwitterRobertus Nugroho, Youliang Zhong, Jian Yang, Cécile Paris, Surya Nepal. 79-86 [doi]
- Deriving Topics in Twitter by Exploiting Tweet InteractionsRobertus Nugroho, Jian Yang, Youliang Zhong, Cécile Paris, Surya Nepal. 87-94 [doi]
- Privacy Preserving Data Analysis in Mental Health ResearchJingquan Li, Xueying Li. 95-101 [doi]
- Enabling Privacy Mechanisms in Apache StormChristian Schaefer, P. M. Manoj. 102-109 [doi]
- Sensitive Disclosures under Differential Privacy GuaranteesChao Han, Ke Wang. 110-117 [doi]
- Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data ReductionHussein Mohsen, Hasan Kurban, Kurt Zimmer, Mark Jenne, Mehmet M. Dalkiliç. 118-125 [doi]
- Optimal and Efficient Distributed Online Learning for Big DataMuhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat. 126-133 [doi]
- Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer DetectionHuaming Chen, Hong Zhao, Jun Shen, Rui Zhou 0005, Qingguo Zhou. 134-141 [doi]
- CoUPE: Continuous Query Processing Engine for Evolving GraphsPhani Rohit Mullangi, Lakshmish Ramaswamy. 142-149 [doi]
- Lightweight Distributed Execution Engine for Large-Scale Spatial Join Query ProcessingJianting Zhang, Simin You, Le Gruenwald. 150-157 [doi]
- Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data SummarizationDuy-Hung Phan, Quang-Nhat Hoang-Xuan, Matteo Dell'Amico, Pietro Michiardi. 158-165 [doi]
- Tree Matching Using Data ShapingParijat Shukla, Arun K. Somani. 166-173 [doi]
- A Study of Data Locality in YARNYehia Elshater, Patrick Martin, Dan Rope, Mike McRoberts, Craig Statchuk. 174-181 [doi]
- CEPSim: A Simulator for Cloud-Based Complex Event ProcessingWilson A. Higashino, Miriam A. M. Capretz, Luiz F. Bittencourt. 182-190 [doi]
- Big Data Pre-processing: A Quality FrameworkIkbal Taleb, Rachida Dssouli, Mohamed Adel Serhani. 191-198 [doi]
- Towards Automatic Veracity Assessment of Open Source InformationMarianela Garcia Lozano, Ulrik Franke, Magnus Rosell, Vladimir Vlassov. 199-206 [doi]
- Identifying Relevant Formal Concepts through the Collapse IndexDaniel Joseph, Nikolay Mehandjiev, Babis Theodoulidis, John Davies, Ian Thurlow. 207-214 [doi]
- Cleaning Framework for Big Data - Object Identification and LinkageHong Liu, Ashwin Kumar T. K, Johnson P. Thomas. 215-221 [doi]
- Performance Analysis of Scheduling Algorithms for Dynamic Workflow ApplicationsChaochao Zhou, Saurabh Kumar Garg. 222-229 [doi]
- Hybrid Traffic Speed Modeling and Prediction Using Real-World DataRong Zhang, Yuanchao Shu, Zequ Yang, Peng Cheng, Jiming Chen. 230-237 [doi]
- A Big Data Modeling Methodology for Apache CassandraArtem Chebotko, Andrey Kashlev, Shiyong Lu. 238-245 [doi]
- Replica Placement in Multi-tenant Database EnvironmentsAvrilia Floratou, Jignesh M. Patel. 246-253 [doi]
- Using Semantics in Predictive Big Data AnalyticsMustafa V. Nural, Michael E. Cotterell, John A. Miller. 254-261 [doi]
- Meta Data: Big Data Research Evolving across Disciplines, Players, and TopicsAlan L. Porter, Ying Huang, Jannik Schuehle, Jan L. Youtie. 262-267 [doi]
- Big Data Open Source PlatformsPedro Daniel Coimbra de Almeida, Jorge Bernardino. 268-275 [doi]
- Intelligent Big Data Analysis Architecture Based on Automatic Service CompositionT. H. A. S. Siriweera, Incheon Paik, Banage T. G. S. Kumara, K. R. C. Koswatta. 276-280 [doi]
- Design and Implementation of Network Transfer Protocol for Big Genomic DataMohammed Aledhari, Fahad Saeed. 281-288 [doi]
- Optimizing Query Prices for Data-as-a-ServiceAna Cristina Oliveira, Christof Fetzer, André Martin, Marco Spohn. 289-296 [doi]
- Supporting Performance Isolation in Software as a Service Systems with Rich ClientsAlp Oral, Bedir Tekinerdogan. 297-304 [doi]
- Blood Pressure Management with Data Capturing in the Cloud among Hypertensive Patients: A Monitoring Platform for Hypertensive PatientsBenjamin Yip, Hoyee W. Hirai, Yong-Hong Kuo, Helen M. Meng, Samuel Wong, Kelvin K. F. Tsoi. 305-308 [doi]
- Indoor Air Monitoring Platform and Personal Health Reporting System: Big Data Analytics for Public Health ResearchKin Fai Ho, Hoyee W. Hirai, Yong-Hong Kuo, Helen M. Meng, Kelvin K. F. Tsoi. 309-312 [doi]
- Embracing Big Data for Simulation Modelling of Emergency Department Processes and ActivitiesYong-Hong Kuo, Janny M. Y. Leung, Kelvin K. F. Tsoi, Helen M. Meng, Colin A. Graham. 313-316 [doi]
- Risk-Adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress)Xin Lai, Liu Liu, Paul B. S. Lai, Kelvin K. F. Tsoi, Haitian Wang, Ka Chun Chong, Benny Zee. 317-319 [doi]
- Patient Flow Evaluation with System Dynamic Model in an Emergency Department: Data Analytics on Daily Hospital RecordsMarc Chong, Maggie Wang, Xin Lai, Benny Zee, Fung Hong, Ek Yeoh, Eliza Wong, Carrie Yam, Patsy Chau, Kelvin K. F. Tsoi, Colin Graham. 320-323 [doi]
- Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data SetsMaggie Haitian Wang, Kelvin K. F. Tsoi, Xin Lai, Marc Chong, Benny Zee, Tian Zheng, Shaw-hwa Lo, Inchi Hu. 324-326 [doi]
- An Approach to Social Relationship Ranking on Internet-Based Social Platforms by Tempo-spatial Data Mining Using Location Prediction TechniqueChao Ma, Yinda Wang, Haowen Liu, Hao Gui, Weiping Zhu, Xiaochuan Shi, Xuhui Li. 327-334 [doi]
- Optimization Approach to Depot Location in Car Sharing Systems with Big DataXiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang. 335-342 [doi]
- Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural NetworkDingsheng Wan, Yan Xiao, Pengcheng Zhang, Hareton Leung. 343-350 [doi]
- An Effective Process Mining Approach against Diverse Logs Based on Case ClassificationLiqin Yang, Guosheng Kang, Weigang Cai, Qiang Zhou. 351-358 [doi]
- Web Service Recommendations Based on Time-Aware Bayesian NetworksVictor W. Chu, Raymond K. Wong, Fang Chen, Chi-Hung Chi. 359-366 [doi]
- Crowdsourcing Service Design for Social Enterprise Insight InnovationWei-Feng Tung, Guillaume Jordann. 367-373 [doi]
- Effects of Word Assignment in LDA for News Topic DiscoveryChuen-Min Huang, Cheng-Yi Wu. 374-380 [doi]
- Using Big Data for Profiling Heavy Users in Top Video AppsChieh-Hsin Liao, Yu-Heng Lei, Kai-Yu Liou, Jian-Shing Lin, Hsiao-Feng Yeh. 381-385 [doi]
- Machine Learning-Based Configuration Parameter Tuning on Hadoop SystemChi-Ou Chen, Ye-Qi Zhuo, Chao-Chun Yeh, Che-Min Lin, Shih-Wei Liao. 386-392 [doi]
- Sequence-Growth: A Scalable and Effective Frequent Itemset Mining Algorithm for Big Data Based on MapReduce FrameworkYen-Hui Liang, Shiow-yang Wu. 393-400 [doi]
- Big Data Analytics Framework for System Health MonitoringBrian Xu, Sathish Alampalayam Kumar. 401-408 [doi]
- Predictive Modeling for Comfortable Death Outcome Using Electronic Health RecordsMuhammad Kamran Lodhi, Rashid Ansari, Yingwei Yao, Gail M. Keena, Diana J. Wilkie, Ashfaq A. Khokhar. 409-415 [doi]
- H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision MakingAshraf Abusharekh, Samuel Alan Stewart, Nima Hashemian, Syed Sibte Raza Abidi. 416-423 [doi]
- Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDNHongyan Cui, Yuchen Zhang, Chenhang Ma, Wei Lai, Norman C. Beaulieu, Stanislav Sobolevsky, Yunjie Liu. 424-429 [doi]
- Enterprise Search with Development for Network Management SystemMingXue Wang, Robin Grindrod, Jimmy O'Meara, Mikel Zuzuarregui, Eloy Martinez, Enda Fallon. 430-437 [doi]
- Toa: A Web Based Network Flow Data Monitoring System at ScaleJosé R. Ortiz-Ubarri, Humberto Ortiz-Zuazaga, Albert Maldonado, Eric Santos, Jhensen Grullon. 438-443 [doi]
- k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel EnvironmentsJeyhun Karimov, Murat Ozbayoglu, Erdogan Dogdu. 444-451 [doi]
- Greft: Arbitrary Fault-Tolerant Distributed Graph ProcessingDaniel Presser, Lau Cheuk Lung, Miguel Correia. 452-459 [doi]
- A Preliminary Approach to Domain-Based Evaluation of Users' Trustworthiness in Online Social NetworksBilal Abu Salih, Pornpit Wongthongtham, Seyed Mehdi Reza Beheshti, Dengya Zhu. 460-466 [doi]
- Efficient Algorithms for Social Network Coverage and ReachDeepak Puthal, Surya Nepal, Cécile Paris, Rajiv Ranjan, Jinjun Chen. 467-474 [doi]
- How to Choose a Recommender System: Insights and Experiences for Large-Scale User PersonalizationRohit Parimi, Toma Trepka, Doina Caragea, Cody Bennett. 475-482 [doi]
- Alexandria: Extensible Framework for Rapid Exploration of Social MediaFenno F. Heath III, Richard Hull, Elham Khabiri, Matthew Riemer, Noi Sukaviriya, Roman Vaculín. 483-490 [doi]
- A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted AdvertisingRoberto Saia, Ludovico Boratto, Salvatore Carta. 491-498 [doi]
- Proof of Storage for Video Deduplication in the CloudFatema Rashid, Ali Miri, Isaac Woungang. 499-505 [doi]
- Hadoop Image Processing FrameworkSridhar Vemula, Christopher Crick. 506-513 [doi]
- A Scalable Complex Pattern Mining Framework for Global Settlement MappingRanga Raju Vatsavai. 514-521 [doi]
- Study on Corporate Governance of Stock Market in Korea: Network Analysis with Relationship of Major ShareholdersHyejung Moon, Jangho Park, Sung Kyung Kim. 522-525 [doi]
- Application-Specific Evaluation of No SQL DatabasesJohn Klein, Ian Gorton, Neil A. Ernst, Patrick Donohoe, Kim Pham, Chrisjan Matser. 526-534 [doi]
- Optigrow: People Analytics for Job TransfersDennis Wei, Kush R. Varshney, Marcy Wagman. 535-542 [doi]
- Energy Signature Analysis: Knowledge at Your FingertipsAndrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti. 543-550 [doi]
- Ctracer: Uncover C&C in Advanced Persistent Threats Based on Scalable Framework for Enterprise Log DataKai-Fung Hong, Chien-Chih Chen, Yu-Ting Chiu, Kuo-Sen Chou. 551-558 [doi]
- A Community-Based Cloud Computing Caching ServiceUnekwu Idachaba, Frank Wang. 559-566 [doi]
- Unsupervised Event Detection with Infinite Poisson Mixture ModelVinod Hegde, Milovan Krnjajic, Alexei Pozdnoukhov. 567-575 [doi]
- Reconstructability-Aware Filtering and Forwarding of Time Series Data in Internet-of-Things ArchitecturesApostolos Papageorgiou, Bin Cheng, Ernö Kovacs. 576-583 [doi]
- No SQL in Practice: A Write-Heavy Enterprise ApplicationJoão Ricardo Lourenço, Veronika Abramova, Bruno Cabral, Jorge Bernardino, Paulo Carreiro, Marco Vieira. 584-591 [doi]
- Building a Big Data Platform for Smart Cities: Experience and Lessons from SantanderBin Cheng, Salvatore Longo, Flavio Cirillo, Martin Bauer, Ernö Kovacs. 592-599 [doi]
- Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media ActivityStanislav Sobolevsky, Iva Bojic, Alexander Belyi, Izabela Sitko, Bartosz Hawelka, Juan Murillo Arias, Carlo Ratti. 600-607 [doi]
- Automation of the Validation, Anonymization, and Augmentation of Big Data from a Multi-year Driving StudyRafik Bruce Wallace, Rafik A. Goubran, Frank Knoefel, Shawn Marshall, Michelle Porter, Madelaine Harlow, Akshay Puli. 608-614 [doi]
- Big Data Driven Cyber Analytic SystemVladimir Hahanov, Wajeb Gharibi, Eugenia Litvinova, Svetlana Chumachenko. 615-622 [doi]
- Nimbus: Tuning Filters Service on Tweet StreamsChien-An Lai, Jim Donahue, Aibek Musaev, Calton Pu. 623-630 [doi]
- Computation and Search over Encrypted XML DocumentsHoi Ting Poon, Ali Miri. 631-634 [doi]
- Phishing URL Detection Using URL RankingMohammed Nazim Feroz, Susan Mengel. 635-638 [doi]
- A Real-Time Decision Support Tool for Disaster Response: A Mathematical Programming ApproachYong-Hong Kuo, Janny M. Y. Leung, Helen M. Meng, Kelvin K. F. Tsoi. 639-642 [doi]
- The Pig Mix Benchmark on Pig, MapReduce, and HPCC SystemsKeren Ouaknine, Michael Carey, Scott Kirkpatrick. 643-648 [doi]
- Scalable Query Optimization for Efficient Data Processing Using MapReduceYi Shan, Yi Chen. 649-652 [doi]
- Weighted Finite Automata Based Image Compression on Hadoop MapReduce FrameworkU. S. N. Raju, Irlanki Sandeep, Nattam Sai Karthik, Rayapudi Siva Praveen, Mayank Singh Sachan. 653-656 [doi]
- Developing a Real-Time Data Analytics Framework Using HadoopSangwhan Cha, Monica Wachowicz. 657-660 [doi]
- Content Based Image Retrieval on Hadoop FrameworkU. S. N. Raju, Shibin George, V. Sairam Praneeth, Ranjeet Deo, Priyanka Jain. 661-664 [doi]
- High-Order Tensor Decomposition for Large-Scale Data AnalysisLongzhuang Li, Douglas Boulware. 665-668 [doi]
- Optimal Feature Extraction and Classification of Tensors via Matrix Product State DecompositionJohann A. Bengua, Ho N. Phien, Hoang D. Tuan. 669-672 [doi]
- A Workflow Model for Adaptive Analytics on Big DataVerena Kantere, Maxim Filatov. 673-676 [doi]
- Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and LoyaltyMuhammad Raza Khan, Joshua Manoj, Anikate Singh, Joshua Blumenstock. 677-680 [doi]
- Analytics of Industrial Operational Data Inspired by Natural Language ProcessingMariusz Kamola. 681-684 [doi]
- Online Nonlinear Classification for High-Dimensional DataN. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat. 685-688 [doi]
- Cloud Tree: A Library to Extend Cloud Services for TreesYun Tian, Bojian Xu, Yanqing Ji, Jesse Scholer. 689-693 [doi]
- Matrix-Based XML Stream Processing Using a GPUSoo-Hyong Kim, Yoon-Joon Lee, Jaehwan John Lee. 694-697 [doi]
- A Flexible Data-Driven Approach for Execution Trace FilteringKadjo Kouame, Naser Ezzati Jivan, Michel R. Dagenais. 698-703 [doi]
- Supporting Data Driven Access through Automatic Keyword Extraction and SummarizationWeijia Xu, Wei Luo, Nicholas Woodward, Yan Zhang. 704-707 [doi]
- Road Traffic Analytic Query Processing Based on a Timeline ModelingArdi Imawan, Titus Irma Damaiyanti, Joonho Kwon. 708-711 [doi]
- Approximate Queries on Big Heterogeneous DataVerena Kantere. 712-715 [doi]
- Queriosity: Automated Data ExplorationAbdul Wasay, Manos Athanassoulis, Stratos Idreos. 716-719 [doi]
- Write Optimization Using Asynchronous Update on Out-of-Core Column-Store Databases in Map-ReduceFeng Yu, Eric S. Jones, Wen-Chi Hou. 720-723 [doi]
- Internet Archives as a Tool for Research: Decay in Large Scale Archival RecordsHai Nguyen, Matthew S. Weber. 724-727 [doi]
- Social Network Analysis of Developers' and Users' Mailing Lists of Some Free Open Source SoftwareArmel Jacques Nzekon Nzeko'o, Matthieu Latapy, Maurice Tchuente. 728-732 [doi]
- How Has Twitter Changed the Event Discussion Scenario? A Spatio-temporal Diffusion AnalysisPurva Pruthi, Anu Yadav, Farheen Abbasi, Durga Toshniwal. 733-736 [doi]
- A Data Capturing Platform in the Cloud for Behavioral Analysis among Smokers: An Application Platform for Public Health ResearchKelvin K. F. Tsoi, Yong-Hong Kuo, Helen M. Meng. 737-740 [doi]
- Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory DataMinh-Son Dao, Koji Zettsu. 741-744 [doi]
- Detecting Corporate Social Media Crises on Facebook Using Social Set AnalysisRaghava Rao Mukkamala, Jannie Iskou Sorensen, Abid Hussain, Ravi Vatrapu. 745-748 [doi]
- Data Quality and Energy Management Tradeoffs in Sensor Service CloudsVictor Lawson, Lakshmish Ramaswamy. 749-752 [doi]
- Two Steps Genetic Programming for Big Data - Perspective of Distributed and High-Dimensional DataJih-Jeng Huang. 753-756 [doi]
- Big Data - Security and PrivacyElisa Bertino. 757-761 [doi]
- MCD: Mutual Clustering across Multiple Social NetworksPhilip S. Yu, Jiawei Zhang. 762-771 [doi]
- Database Security: Past, Present, and FutureBhavani M. Thuraisingham. 772-774 [doi]
- Big SaaS: The Next Step Beyond Big DataHong Zhu, Ian Bayley, Muhammad Younas, David E. Lightfoot, Basel Yousef, Dongmei Liu. 775-784 [doi]
- Research Directions for Big Data Graph AnalyticsJohn A. Miller, Lakshmish Ramaswamy, Krys J. Kochut, Arash Fard. 785-794 [doi]