Abstract is missing.
- How big data changes statistical machine learningLéon Bottou. 1 [doi]
- Moving past the "Wild West" era for Big DataH. V. Jagadish. 2 [doi]
- Conquering Big Data with SparkIon Stocia. 3 [doi]
- Online and on-demand partitioning of streaming graphsIoanna Filippidou, Yannis Kotidis. 4-13 [doi]
- Learning to accurately COUNT with query-driven predictive analyticsChristos Anagnostopoulos, Peter Triantafillou. 14-23 [doi]
- Practical message-passing framework for large-scale combinatorial optimizationInho Cho, Soya Park, Sejun Park, Dongsu Han, Jinwoo Shin. 24-31 [doi]
- Rewriting complex SPARQL analytical queries for efficient cloud-based processingPadmashree Ravindra, HyeongSik Kim, Kemafor Anyanwu. 32-37 [doi]
- Concept hierarchies and human navigationSalvador Aguiñaga, Aditya Nambiar, Zuozhu Liu, Tim Weninger. 38-45 [doi]
- Iteratively refining SVMs using priorsEnric Junqué de Fortuny, Theodoros Evgeniou, David Martens, Foster J. Provost. 46-52 [doi]
- Towards scalable quantile regression treesHarish S. Bhat, Nitesh Kumar, Garnet J. Vaz. 53-60 [doi]
- Super-CWC and super-LCC: Super fast feature selection algorithmsKilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard. 61-67 [doi]
- Considerations and recommendations for data availability for data analytics for manufacturingDon Libes, Seungjun Shin, Jungyub Woo. 68-75 [doi]
- ScaleGraph: A high-performance library for billion-scale graph analyticsToyotaro Suzumura, Koji Ueno. 76-84 [doi]
- System and architecture level characterization of big data applications on big and little core server architecturesMaria Malik, Setareh Rafatirah, Avesta Sasan, Houman Homayoun. 85-94 [doi]
- Data streaming algorithms for the Kolmogorov-Smirnov testAshwin Lall. 95-104 [doi]
- Techniques for fast and scalable time series traffic generationJilong Kuang, Daniel G. Waddington, Changhui Lin. 105-114 [doi]
- Energy-efficient acceleration of big data analytics applications using FPGAsKatayoun Neshatpour, Maria Malik, Mohammad Ali Ghodrat, Avesta Sasan, Houman Homayoun. 115-123 [doi]
- Workload scheduling in distributed stream processors using graph partitioningLorenz Fischer, Abraham Bernstein. 124-133 [doi]
- Evaluating different distributed-cyber-infrastructure for data and compute intensive scientific applicationArghya Kusum Das, Seung-Jong Park, Jae-Ki Hong, Wooseok Chang. 134-143 [doi]
- Scalejoin: A deterministic, disjoint-parallel and skew-resilient stream joinVincenzo Gulisano, Yiannis Nikolakopoulos, Marina Papatriantafilou, Philippas Tsigas. 144-153 [doi]
- When computing meets heterogeneous cluster: Workload assignment in graph computationJilong Xue, Zhi Yang, Shian Hou, Yafei Dai. 154-163 [doi]
- A scalable parallel XQuery processorE. Preston Carman Jr., Till Westmann, Vinayak R. Borkar, Michael J. Carey, Vassilis J. Tsotras. 164-173 [doi]
- Computing load aware and long-view load balancing for cluster storage systemsGuoxin Liu, Haiying Shen, Haoyu Wang. 174-183 [doi]
- Distributed frank-wolfe under pipelined stale synchronous parallelismNam-Luc Tran, Thomas Peel, Sabri Skhiri. 184-192 [doi]
- Evaluating cloud frameworks on genomic applicationsMichele Bertoni, Stefano Ceri, Abdulrahman Kaitoua, Pietro Pinoli. 193-202 [doi]
- Towards green cloud computing: Demand allocation and pricing policies for cloud service brokerageChenxi Qiu, Haiying Shen, Liuhua Chen. 203-212 [doi]
- Elastic complex event processing exploiting predictionNikos Zacheilas, Vana Kalogeraki, Nikolaos Zygouras, Nikolaos Panagiotou, Dimitrios Gunopulos. 213-222 [doi]
- PortHadoop: Support direct HPC data processing in HadoopXi Yang, Ning Liu, Bo Feng, Xian-He Sun, Shujia Zhou. 223-232 [doi]
- Machine learning at the limitJohn Canny, Huasha Zhao, Bobby Jaros, Ye Chen, Jiangchang Mao. 233-242 [doi]
- Performance characterization and acceleration of in-memory file systems for Hadoop and Spark applications on HPC clustersNusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda. 243-252 [doi]
- Panopticon: A lock broker architecture for scalable transactions in the datacenterSerafettin Tasci, Murat Demirbas. 253-262 [doi]
- Toward locality-aware scheduling for containerized cloud servicesDongfang Zhao, NagaPramod Mandagere, Gabriel Alatorre, Mohamed Mohamed, Heiko Ludwig. 263-270 [doi]
- ATOM: Automated tracking, orchestration and monitoring of resource usage in infrastructure as a service systemsMin Du, Feifei Li. 271-278 [doi]
- Composable and efficient functional big data processing frameworkDongyao Wu, Sherif Sakr, Liming Zhu, Qinghua Lu. 279-286 [doi]
- Hybrid active learning for non-stationary streaming data with asynchronous labelingHyunjoo Kim, Sriganesh Madhvanath, Tong Sun. 287-292 [doi]
- Octopus: A multi-job scheduler for GraphlabSrikant Padala, Dinesh Kumar, Arun Raj, Janakiram Dharanipragada. 293-298 [doi]
- Spark deployment and performance evaluation on the MareNostrum supercomputerRubén Tous, Anastasios Gounaris, Carlos Tripiana, Jordi Torres, Sergi Girona, Eduard Ayguadé, Jesús Labarta, Yolanda Becerra, David Carrera, Mateo Valero. 299-306 [doi]
- G-Storm: GPU-enabled high-throughput online data processing in StormZhenhua Chen, Jielong Xu, Jian Tang, Kevin A. Kwiat, Charles A. Kamhoua. 307-312 [doi]
- Chronos: Failure-aware scheduling in shared Hadoop clustersOrcun Yildiz, Shadi Ibrahim, Tran Anh Phuong, Gabriel Antoniu. 313-318 [doi]
- An architecture for stream OLAP exploiting SPE and OLAP engineKousuke Nakabasami, Toshiyuki Amagasa, Salman Ahmed Shaikh, Franck Gass, Hiroyuki Kitagawa. 319-326 [doi]
- Two-mode data distribution scheme for heterogeneous storage in data centersWei Xie, Jiang Zhou, Mark Reyes, Jason Noble, Yong Chen. 327-332 [doi]
- A predictive scheduling framework for fast and distributed stream data processingTeng Li, Jian Tang, Jielong Xu. 333-338 [doi]
- A scalable implementation of information theoretic feature selection for high dimensional dataAnthony Kleerekoper, Michael Pappas, Adam Pocock, Gavin Brown, Mikel Luján. 339-346 [doi]
- Edge importance identification for energy efficient graph processingS. M. Faisal, G. Tziantzioulis, A. M. Gok, Nikolaos Hardavellas, Seda Ogrenci Memik, Srinivasan Parthasarathy. 347-354 [doi]
- Regular expression acceleration on the micron automata processor: Brill tagging as a case studyKeira Zhou, Jack Wadden, Jeffrey J. Fox, Ke Wang, Donald E. Brown, Kevin Skadron. 355-360 [doi]
- Parallel in-memory trajectory-based spatiotemporal topological joinSuprio Ray, Angela Demke Brown, Nick Koudas, Rolando Blanco, Anil K. Goel. 361-370 [doi]
- Spatially clustered join on heterogeneous scientific data setsBin Dong, Surendra Byna, Kesheng Wu. 371-380 [doi]
- Recommending missing sensor valuesChung-Yi Li, Wei-Lun Su, Todd G. McKenzie, Fu-Chun Hsu, Shou-de Lin, Jane Yung-jen Hsu, Phillip B. Gibbons. 381-390 [doi]
- The roles of network communities in social information diffusionCheng-Te Li, Yu-Jen Lin, Mi-Yen Yeh. 391-400 [doi]
- Big data entity resolution: From highly to somehow similar entity descriptions in the WebVasilis Efthymiou, Kostas Stefanidis, Vassilis Christophides. 401-410 [doi]
- Parallel meta-blocking: Realizing scalable entity resolution over large, heterogeneous dataVasilis Efthymiou, George Papadakis 0001, George Papastefanatos, Kostas Stefanidis, Themis Palpanas. 411-420 [doi]
- Slingshot: A modular framework for designing data processing systemsBogdan Simion, Daniel N. Ilha, Suprio Ray, Leslie Barron, Angela Demke Brown, Ryan Johnson. 421-430 [doi]
- LabBook: Metadata-driven social collaborative data analysisEser Kandogan, Mary Roth, Peter M. Schwarz, Joshua Hui, Ignacio Terrizzano, Christina Christodoulakis, Renée J. Miller. 431-440 [doi]
- TrustMR: Computation integrity assurance system for MapReduceHuseyin Ulusoy, Murat Kantarcioglu, Erman Pattuk. 441-450 [doi]
- AccountableMR: Toward accountable MapReduce systemsHuseyin Ulusoy, Murat Kantarcioglu, Erman Pattuk, Lalana Kagal. 451-460 [doi]
- TKSimGPU: A parallel top-K trajectory similarity query processing algorithm for GPGPUsEleazar Leal, Le Gruenwald, Jianting Zhang, Simin You. 461-469 [doi]
- A transaction model for management of replicated data with multiple consistency levelsAnand Tripathi, Bhagavathi Dhass Thirunavukarasu. 470-477 [doi]
- Quadtree-based lightweight data compression for large-scale geospatial rasters on multi-core CPUsJianting Zhang, Simin You, Le Gruenwald. 478-484 [doi]
- DSDQuery DSI - Querying scientific data repositories with structured operatorsRoee Ebenstein, Gagan Agrawal. 485-492 [doi]
- Brown Dog: Leveraging everything towards autocurationSmruti Padhy, Greg Jansen, Jay Alameda, Edgar F. Black, Liana Diesendruck, Mike Dietze, Praveen Kumar, Rob Kooper, Jong Lee, Rui Liu, Richard Marciano, Luigi Marini, Dave Mattson, Barbara S. Minsker, Chris Navarro, Marcus Slavenas, William Sullivan, Jason Votava, Inna Zharnitsky, Kenton McHenry. 493-500 [doi]
- Cost-efficient partitioning of spatial data on cloudAfsin Akdogan, Saratchandra Indrakanti, Ugur Demiryurek, Cyrus Shahabi. 501-506 [doi]
- BigFUN: A performance study of big data management system functionalityPouria Pirzadeh, Michael J. Carey, Till Westmann. 507-514 [doi]
- A flexible QoS fortified distributed key-value storage system for the cloudTonglin Li, Ke Wang, Dongfang Zhao, Kan Qiao, Iman Sadooghi, Xiaobing Zhou, Ioan Raicu. 515-522 [doi]
- TPS: A task placement strategy for big data workflowsMahdi Ebrahimi, Aravind Mohan, Shiyong Lu, Robert G. Reynolds. 523-530 [doi]
- Improving transaction processing performance by consensus reductionYuqing Zhu, Yilei Wang. 531-538 [doi]
- Benchmarking key-value stores on high-performance storage and interconnects for web-scale workloadsDipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda. 539-544 [doi]
- An iterative methodology for big data management, analysis and visualizationRoberto Tardío, Alejandro Maté, Juan Trujillo. 545-550 [doi]
- Bandwidth-efficient distributed k-nearest-neighbor search with dynamic time warpingChin-Chi Hsu, Perng-Hwa Kung, Mi-Yen Yeh, Shou-de Lin, Phillip B. Gibbons. 551-560 [doi]
- Dynamic theme tracking in TwitterLiang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan. 561-570 [doi]
- SyntacticDiff: Operator-based transformation for comparative text miningSean Massung, ChengXiang Zhai. 571-580 [doi]
- Visual analysis of bi-directional movement behaviorYixian Zheng, Wenchao Wu, Huamin Qu, Chunyan Ma, Lionel M. Ni. 581-590 [doi]
- User-curated image collections: Modeling and recommendationYuncheng Li, Tao Mei, Yang Cong, Jiebo Luo. 591-600 [doi]
- Angular quantization based affinity propagation clustering and its application to astronomical big spectra dataKe Wang, Ping Guo, A.-li Luo. 601-608 [doi]
- Scalable classification for large dynamic networksYibo Yao, Lawrence B. Holder. 609-618 [doi]
- CINTIA: A distributed, low-latency index for big interval dataRuslan Mavlyutov, Philippe Cudré-Mauroux. 619-628 [doi]
- Revealing the fog-of-war: A visualization-directed, uncertainty-aware approach for exploring high-dimensional dataYang Wang, Kwan-Liu Ma. 629-638 [doi]
- Inferring crowd-sourced venues for tweetsBokai Cao, Francine Chen, Dhiraj Joshi, Philip S. Yu. 639-648 [doi]
- Core decomposition in large temporal graphsHuanhuan Wu, James Cheng, Yi Lu, Yiping Ke, Yuzhen Huang, Da Yan, Hejun Wu. 649-658 [doi]
- Recommending forum posts to designated expertsJason H. D. Cho, Yanen Li, Roxana Girju, ChengXiang Zhai. 659-666 [doi]
- Accelerating collaborative filtering using concepts from high performance computingMark Gates, Hartwig Anzt, Jakub Kurzak, Jack Dongarra. 667-676 [doi]
- Modelling cascades over time in microblogsWei Xie, Feida Zhu, Siyuan Liu, Ke Wang. 677-686 [doi]
- CSFinder: A cold-start friend finder in large-scale social networksYasser Salem, Jun Hong, Weiru Liu. 687-696 [doi]
- Effectively crowdsourcing the acquisition and analysis of visual data for disaster responseHien To, Seon Ho Kim, Cyrus Shahabi. 697-706 [doi]
- Full diffusion history reconstruction in networksZhen Chen, Hanghang Tong, Lei Ying. 707-716 [doi]
- AdaM: An adaptive monitoring framework for sampling and filtering on IoT devicesDemetris Trihinas, George Pallis, Marios D. Dikaiakos. 717-726 [doi]
- Modeling graphs using a mixture of Kronecker modelsSuchismit Mahapatra, Varun Chandola. 727-736 [doi]
- Data quality assessment and anomaly detection via map/reduce and linked data: A case study in the medical domainStephen Bonner, Andrew Stephen McGough, Ibad Kureshi, John Brennan, Georgios Theodoropoulos, Laura Moss, David Corsar, Grigoris Antoniou. 737-746 [doi]
- SigCO: Mining significant correlations via a distributed real-time computation engineTian Guo, Jean-Paul Calbimonte, Hao Zhuang, Karl Aberer. 747-756 [doi]
- Identifying smallest unique subgraphs in a heterogeneous social networkYen-Kai Wang, Wei-Ming Chen, Cheng-Te Li, Shou-de Lin. 757-766 [doi]
- Toward precise user-topic alignment in online social mediaJieJun Xu, Tsai-Ching Lu. 767-775 [doi]
- Visual interface for exploring caution spots from vehicle recorder big dataMasahiko Itoh, Daisaku Yokoyama, Masashi Toyoda, Masaru Kitsuregawa. 776-784 [doi]
- ACURDION: An adaptive clustering-based algorithm for tracing large-scale MPI applicationsAmir Bahmani, Frank Mueller. 785-792 [doi]
- Time maps: A tool for visualizing many discrete events across multiple timescalesMax C. Watson. 793-800 [doi]
- Learning relevance from click data via neural network based similarity modelsXugang Ye, Zijie Qi, Dan Massey. 801-806 [doi]
- Matisse: A visual analytics system for exploring emotion trends in social media text streamsChad A. Steed, Margaret Drouhard, Justin M. Beaver, Joshua Pyle, Paul Logasa Bogen. 807-814 [doi]
- Robust crowd bias correction via dual knowledge transfer from multiple overlapping sourcesSihong Xie, Qingbo Hu, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu. 815-820 [doi]
- A community driven social recommendation systemDeepika Lalwani, Durvasula V. L. N. Somayajulu, P. Radha Krishna. 821-826 [doi]
- Task-based recommendation on a web-scaleYongfeng Zhang, Min Zhang, Yiqun Liu, Tat-Seng Chua, Yi Zhang, Shaoping Ma. 827-836 [doi]
- Multi-modal learning for video recommendation based on mobile application usageXiaowei Jia, Aosen Wang, Xiaoyi Li, Guangxu Xun, Wenyao Xu, Aidong Zhang. 837-842 [doi]
- Improving EEG feature learning via synchronized facial videoXiaoyi Li, Xiaowei Jia, Guangxu Xun, Aidong Zhang. 843-848 [doi]
- MMC-margin: Identification of maximum frequent subgraphs by metropolis Monte Carlo samplingMuyi Liu, Michael Gribskov. 849-856 [doi]
- KeyLabel algorithms for keyword search in large graphsYue Wang, Ke Wang, Ada Wai-Chee Fu, Raymond Chi-Wing Wong. 857-864 [doi]
- Spatio-temporal asynchronous co-occurrence pattern for big climate data towards long-lead flood predictionChung-Hsien Yu, Dong Luo, Wei Ding 0003, Joseph Paul Cohen, David L. Small, Shafiqul Islam. 865-870 [doi]
- Using big data to study the link between human mobility and socio-economic developmentLuca Pappalardo, Dino Pedreschi, Zbigniew Smoreda, Fosca Giannotti. 871-878 [doi]
- Cluster-based aggregate forecasting for residential electricity demand using smart meter dataTri Kurniawan Wijaya, Matteo Vasirani, Samuel Humeau, Karl Aberer. 879-887 [doi]
- A scalable approach for data-driven taxi ride-sharing simulationMasayo Ota, Huy T. Vo, Cláudio T. Silva, Juliana Freire. 888-897 [doi]
- EveryoneCounts: Data-driven digital advertising with uncertain demand model in metro networksDesheng Zhang, Riiobing Jiang, Shiiai Wang, Yanmin Zhu, Bo Yang, Jian Cao, Fan Zhang, Tian He. 898-907 [doi]
- Fast decentralized gradient descent method and applications to in-situ seismic tomographyLiang Zhao, Wen-Zhan Song, Xiaojing Ye. 908-917 [doi]
- Scientific computing meets big data technology: An astronomy use caseZhao Zhang, Kyle Barbary, Frank Austin Nothaft, Evan R. Sparks, Oliver Zahn, Michael J. Franklin, David A. Patterson, Saul Perlmutter. 918-927 [doi]
- An interactive learning framework for scalable classification of pathology imagesMichael Nalisnik, David A. Gutman, Jun Kong, Lee A. D. Cooper. 928-935 [doi]
- America Tweets China: A fine-grained analysis of the state and individual characteristics regarding attitudes towards ChinaYu Wang, Jianbo Yuan, Jiebo Luo. 936-943 [doi]
- A data-driven approach to extract connectivity structures from diffusion tensor imaging dataYu Jin, Joseph F. JáJá, Rong Chen, Edward H. Herskovits. 944-951 [doi]
- A MapReduce based k-NN joins probabilistic classifierGeorgios Chatzigeorgakidis, Sophia Karagiorgou, Spiros Athanasiou, Spiros Skiadopoulos. 952-957 [doi]
- Scalable k-NN based text clusteringAlessandro Lulli, Thibault Debatty, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci. 958-963 [doi]
- An ensemble learning based approach for building airfare forecast serviceYuwen Chen, Jian Cao, Shanshan Feng, Yudong Tan. 964-969 [doi]
- Next-term student grade predictionMack Sweeney, Jaime Lester, Huzefa Rangwala. 970-975 [doi]
- Predicting the location of users on Twitter from low density graphsSofia Apreleva, Alejandro Cantarero. 976-983 [doi]
- How not to drown in a sea of information: An event recognition approachElias Alevizos, Alexander Artikis, Kostas Patroumpas, Marios Vodas, Yannis Theodoridis, Nikos Pelekis. 984-990 [doi]
- Smog disaster forecasting using social web data and physical sensor dataJiaoyan Chen, Huajun Chen, Daning Hu, Jeff Z. Pan, Yalin Zhou. 991-998 [doi]
- Large scale support vector regression for aviation safetyKamalika Das, Kanishka Bhaduri, Bryan L. Matthews, Nikunj C. Oza. 999-1006 [doi]
- City users' classification with mobile phone dataLorenzo Gabrielli, Barbara Furletti, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi. 1007-1012 [doi]
- Spaler: Spark and GraphX based de novo genome assemblerAnas Abu-Doleh, Ümit V. Çatalyürek. 1013-1018 [doi]
- Traffic forecasting in complex urban networks: Leveraging big data and machine learningFlorin Schimbinschi, Xuan Vinh Nguyen, James Bailey, Christopher Leckie, Hai Vu, Rao Kotagiri. 1019-1024 [doi]
- Prediction of physiological subsystem failure and its impact in the prediction of patient mortalityKarla L. Caballero Barajas, Ram Akella. 1025-1030 [doi]
- Efficient distributed maximum matching for solving the container exchange problem in the maritime industryFei Shao, Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu. 1031-1036 [doi]
- Cell analytics in compound hit selection of bacterial inhibitorsRobert P. Trevino, Steve A. Kawamoto, Thomas J. Lamkin, Huan Liu. 1037-1042 [doi]
- Mining target users for online marketing based on App Store dataXiuqiang He, Wenyuan Dai, Guoxiang Cao, Ruiming Tang, Mingxuan Yuan, Qiang Yang 0001. 1043-1052 [doi]
- Scalable community discovery from multi-faceted graphsAhmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos. 1053-1062 [doi]
- Towards real-time customer experience prediction for telecommunication operatorsErnesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel. 1063-1072 [doi]
- Early experience with optimizing I/O performance using high-performance SSDs for in-memory cluster computingI. Stephen Choi, Weiqing Yang, Yang-Suk Kee. 1073-1083 [doi]
- An evaluation of alternative shared-nothing architecture for analytical processing systemsHyunsik Choi, Jongyoung Park, Yong In Lee, Kangho Roh, Kwanghyun La. 1084-1093 [doi]
- Controlled experiments for decision-making in e-Commerce searchAnjan Goswami, Wei Han, Zhenrui Wang, Angela Jiang. 1094-1102 [doi]
- Semantics for Big Data access & integration: Improving industrial equipment design through increased data usabilityJenny Weisenberg Williams, Paul Cuddihy, Justin McHugh, Kareem S. Aggour, Arvind Menon, Steven M. Gustafson, Timothy Healy. 1103-1112 [doi]
- Online anomaly detection over Big Data streamsLaura Rettig, Mourad Khayati, Philippe Cudré-Mauroux, Michal Piórkowski. 1113-1122 [doi]
- Contextual verification for false alarm reduction in maritime anomaly detectionAungon Nag Radon, Ke Wang, Uwe Glässer, Hans Wehn, Andrew Westwell-Roper. 1123-1133 [doi]
- Batch-mode active learning for technology-assisted reviewTanay Kumar Saha, Mohammad Al Hasan, Chandler Burgess, Md. Ahsan Habib, Jeff Johnson. 1134-1143 [doi]
- A pipeline for extracting and deduplicating domain-specific knowledge basesMayank Kejriwal, Qiaoling Liu, Ferosh Jacob, Faizan Javed. 1144-1153 [doi]
- EXOS: Expansion on session for enhancing effectiveness of query auto-completionFang-Hsiang Su, Manas Somaiya, Shrish Mishra, Rajyashree Mukherjee. 1154-1163 [doi]
- Probabilistic km-anonymity efficient anonymization of large set-valued datasetsGergely Ács, Jagdish Prasad Achara, Claude Castelluccia. 1164-1173 [doi]
- ADMM based scalable machine learning on SparkSauptik Dhar, Congrui Yi, Naveen Ramakrishnan, Mohak Shah. 1174-1182 [doi]
- Record-aware compression for big textual data analysis accelerationDapeng Dong, John Herbert. 1183-1190 [doi]
- Graph analytics using vertica relational databaseAlekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu. 1191-1200 [doi]
- Automotive big data: Applications, workloads and infrastructuresAndré Luckow, Ken Kennedy, Fabian Manhardt, Emil Djerekarov, Bennie Vorster, Amy W. Apon. 1201-1210 [doi]
- Cost-sensitive optimization of automated inspectionGoktug T. Cinar, Jeffrey Thompson, Soundar Srinivasan. 1211-1219 [doi]
- From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJANicolás Poggi, Josep Lluis Berral, David Carrera, Aaron Call, Fabrizio Gagliardi, Rob Reinauer, Nikola Vujic, Daron Green, José A. Blakeley. 1220-1229 [doi]
- Query sense disambiguation leveraging large scale user behavioral dataMohammed Korayem, Camilo Ortiz, Khalifeh AlJadda, Trey Grainger. 1230-1237 [doi]
- Personalized expertise search at LinkedInViet Ha-Thuc, Ganesh Venkataraman, Mario Rodriguez, Shakti Sinha, Senthil Sundaram, Lin Guo. 1238-1247 [doi]
- How valuable is your data? A quantitative approach using data miningVinay Deolalikar. 1248-1253 [doi]
- Mining lifestyle personas at scale in e-commerceKang Li, Vinay Deolalikar, Neeraj Pradhan. 1254-1261 [doi]
- SDFS: Secure distributed file system for data-at-rest security for Hadoop-as-a-servicePetros Zerfos, Hangu Yeo, Brent D. Paulovicks, Vadim Sheinin. 1262-1271 [doi]
- Open research challenges with Big Data - A data-scientist's perspectiveSreenivas R. Sukumar. 1272-1278 [doi]
- Maritime situation analysis framework: Vessel interaction classification and anomaly detectionHamed Yaghoubi Shahir, Uwe Glässer, Amir Yaghoubi Shahir, Hans Wehn. 1279-1289 [doi]
- PAIRS: A scalable geo-spatial data analytics platformLevente J. Klein, Fernando J. Marianno, Conrad M. Albrecht, Marcus Freitag, Siyuan Lu, Nigel Hinds, Xiaoyan Shao, Sergio Bermudez Rodriguez, Hendrik F. Hamann. 1290-1298 [doi]
- Post-purchase recommendations in large-scale online marketplacesJayasimha Katukuri, Tolga Könik, Rajyashree Mukherjee, Santanu Kolay. 1299-1305 [doi]
- Revenue maximization for telecommunications company with social viral marketingHong-Han Shuai, Chih-Ya Shen, Hsiang-Chun Hsu, De-Nian Yang, Chung-Kuang Chou, Jihg-Hong Lin, Ming-Syan Chen. 1306-1310 [doi]
- Developer toolchains for large-scale analytics: Two case studiesStephanie Rosenthal, Scott McMillan, Matthew E. Gaston. 1311-1316 [doi]
- Enterprise subscription churn predictionRamakrishna Vadakattu, Bibek Panda, Swarnim Narayan, Harshal Godhia. 1317-1321 [doi]
- Data deidentification in medical transcriptions using regular expressions and machine learningJoshua Seeger, Aron Culotta, Jason Keller, Patrick van Kessel, Michael Jugovich. 1322-1323 [doi]
- Macau: Large-scale skill sense disambiguation in the online recruitment domainQinlong Luo, Meng Zhao, Faizan Javed, Ferosh Jacob. 1324-1329 [doi]
- Genomic analysis with MapReduceWei-Yi Liu, Hui-I. Hsiao, Shih-Yao Dai. 1330-1335 [doi]
- Eagle: User profile-based anomaly detection for securing Hadoop clustersChaitali Gupta, Ranjan Sinha, Yong Zhang. 1336-1343 [doi]
- Investigating insurance fraud using social mediaManuel Diaz-Granados, Javier Diaz Montes, Manish Parashar. 1344-1349 [doi]
- A document-based data model for large scale computational maritime situational awarenessLuca Cazzanti, Leonardo M. Millefiori, Gianfranco Arcieri. 1350-1356 [doi]
- Modeling social influences from call records and mobile web browsing historiesJhao-Yin Li, Mi-Yen Yeh, Ming-Syan Chen, Jihg-Hong Lin. 1357-1361 [doi]
- Next generation biobanksChristian Seebode, Matthias Ort, Peter Hufnagl, Christian R. A. Regenbrecht. 1362-1367 [doi]
- Business understanding, challenges and issues of Big Data Analytics for the servitization of a capital equipment manufacturerMikel Nino, José Miguel Blanco, Arantza Illarramendi. 1368-1377 [doi]
- Data driven predictive analytics for a spindle's healthDivya Sardana, Raj Bhatnagar, Radu Pavel, Jonathan Iverson. 1378-1387 [doi]
- A "smart component" data model in PLMYunpeng Li, Utpal Roy, Seung-Jun Shin, Y. Tina Lee. 1388-1397 [doi]
- Big data process analytics for continuous process improvement in manufacturingNenad Stojanovic, Marko Dinic, Ljiljana Stojanovic. 1398-1407 [doi]
- Automated uncertainty quantification analysis using a system model and dataSaideep Nannapaneni, Sankaran Mahadevan, David Lechevalier, Anantha Narayanan, Sudarsan Rachuri. 1408-1417 [doi]
- Analysis and optimization in smart manufacturing based on a reusable knowledge base for process performance modelsAlexander Brodsky, Guodong Shao, Mohan Krishnamoorthy, Anantha Narayanan, Daniel A. Menascé, Ronay Ak. 1418-1427 [doi]
- A neural network meta-model and its application for manufacturingDavid Lechevalier, Steven Hudak, Ronay Ak, Y. Tina Lee, Sebti Foufou. 1428-1435 [doi]
- Performance assessment and uncertainty quantification of predictive models for smart manufacturing systemsLuca Oneto, Ilenia Orlandi, Davide Anguita. 1436-1445 [doi]
- Time complexity and architecture of a cloud based prognostics system for a multi-client condition monitoring activityAshwin K. Thillai Natarajan, Sagar Kamarthi. 1446-1450 [doi]
- Real-time energy prediction for a milling machine tool using sparse Gaussian process regressionJinkyoo Park, Kincho H. Law, Raunak Bhinge, Mason Chen, David Dornfeld, Sudarsan Rachuri. 1451-1460 [doi]
- Parallel Particle Swarm Optimization (PPSO) clustering for learning analyticsKannan Govindarajan, David Boulanger, Vivekanandan Suresh Kumar, Kinshuk. 1461-1465 [doi]
- Analysis and prediction of Ε-customers' behavior by mining clickstream dataGokhan Silahtaroglu, Hale Donertasli. 1466-1472 [doi]
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- Gradient-based signatures for big multimedia dataChristian Beecks, Merih Seran Uysal, Thomas Seidl 0001. 2834-2835 [doi]
- Indexing media storms on FlinkDimitrios Rafailidis, Stefanos Antaris. 2836-2838 [doi]
- Scaling NLP algorithms to meet high demandConnor Stokes, Anoop Kumar, Frederick Choi, Ralph M. Weischedel. 2839 [doi]
- The NIST data science evaluation series: Part of the NIST information access division data science initiativeBonnie J. Dorr, Craig S. Greenberg, Peter Fontana, Mark A. Przybocki, Marion Le Bras, Cathryn A. Ploehn, Oleg Aulov, Wo Chang. 2840-2842 [doi]
- Flexible ingest framework: A scalable architecture for dynamic routing through composable pipelinesAlexei Samoylov, Jason Schlachter. 2843-2845 [doi]
- A scalable solution for group feature selectionPriya Govindan, Ruobing Chen, Katya Scheinberg, Soundararajan Srinivasan. 2846-2848 [doi]
- Genetic deep neural networks using different activation functions for financial data miningLuna M. Zhang. 2849-2851 [doi]
- Performance of graph reconstruction method for large-scale web graph analysisRyota Takei, Ayahiko Niimi. 2852-2854 [doi]
- Low latency analytics for streaming traffic data with Apache SparkAltti Ilari Maarala, Mika Rautiainen, Miikka Salmi, Susanna Pirttikangas, Jukka Riekki. 2855-2858 [doi]
- How to make money from your information and keep your privacyDivya Rao, Wee Keong Ng. 2859-2861 [doi]
- Scheduling of Big Data application workflows in cloud and inter-cloud environmentsB. Kezia Rani, A. Vinaya Babu. 2862-2864 [doi]
- Patient-like-mine: A real time, visual analytics tool for clinical decision supportPeter Li, Simon N. Yates, Jenna K. Lovely, David W. Larson. 2865-2867 [doi]
- A pricing mechanism using social media and web data to infer dynamic consumer valuationsSamuel D. Johnson, Kang-Yu Ni. 2868-2870 [doi]
- Efficient keyword search on graphs using MapReduceYifan Hao, Huiping Cao, Yan Qi 0002, Chuan Hu, Sukumar Brahma, Jingyu Han. 2871-2873 [doi]
- Non-blocking one-phase commit made possible for distributed transactions over replicated dataYuqing Zhu. 2874-2876 [doi]
- A large scale examination of vehicle recorder data to understand relationship between drivers' behaviors and their past driving historiesDaisaku Yokoyama, Masashi Toyoda. 2877-2879 [doi]
- Online pattern mining for high-dimensional data streamsYoshitaka Yamamoto, Koji Iwanuma. 2880-2882 [doi]
- Modeling the learning behaviors of massive open online coursesZhenhui Liu, Jingjing He, Yufei Xue, Zhenzhong Huang, Manli Li, Zhihui Du. 2883-2885 [doi]
- Data confidentiality challenges in big data applicationsJian Yin, Dongfang Zhao. 2886-2888 [doi]
- Factorization machines with follow-the-regularized-leader for CTR prediction in display advertisingAnh-Phuong Ta. 2889-2891 [doi]
- Taxi trip time prediction using similar trips and road network dataAakash Deep Singh, Wei Wu, Shili Xiang, Shonali Krishnaswamy. 2892-2894 [doi]
- Using Word2Vec to process big text dataLong Ma, Yanqing Zhang. 2895-2897 [doi]
- Inferring bike trip patterns from bike sharing system open dataLongbiao Chen, Jérémie Jakubowicz. 2898-2900 [doi]
- MHT: A light-weight scalable zero-hop MPI enabled distributed key-value storeXiaobing Zhou, Tonglin Li, Ke Wang, Dongfang Zhao, Iman Sadooghi, Ioan Raicu. 2901-2903 [doi]
- Big Data: Cloud computing in genomics applicationsHangu Yeo, Catherine H. Crawford. 2904-2906 [doi]
- Integrating semantic knowledge into Tag-LDA model through cloud modelMaoyuan Zhang, Fang Yuan, Jianping Zhu. 2907-2909 [doi]
- A case study to apply mobile technology into individual's local communityYunkai Liu, Christopher Magno. 2910-2912 [doi]
- Clairvoyant-push: A real-time news personalized push notifier using topic modeling and social scoring for enhanced reader engagementBiying Tan, Sangaralingam Kajanan, Vivek Kumar Singh, Chandra Sekhar Saripaka, Giuseppe Manai. 2913-2915 [doi]
- Using probabilistic approach to joint clustering and statistical inference: Analytics for big investment dataHua Fang, Honggang Wang, Chonggang Wang, Mahmoud Daneshmand. 2916-2918 [doi]
- Towards a subgraph/supergraph cached query-graph indexJing Wang, Nikos Ntarmos, Peter Triantafillou. 2919-2921 [doi]
- 30 Day hospital readmission analysisRatna Madhuri Maddipatla, Mirsad Hadzikadic, Dipti Patel Misra, Lixia Yao. 2922-2924 [doi]
- Using pairwise difference features to measure temporal changes in the microbial ecologyM. Yazdani, L. Smarr. 2925-2927 [doi]
- A timeline visualization system for road traffic big dataArdi Imawan, Joonho Kwon. 2928-2929 [doi]
- A new area tourist ranking methodGaël Chareyron, Bérengère Branchet, Sebastien Jacquot. 2930-2932 [doi]
- Text retrieval based on the feature conversion of vector spaceMaoyuan Zhang, Jianping Zhu, Lijun Hua, Fang Yuan. 2933-2935 [doi]
- Big data gathering and mining pipelines for CRM using open-sourceKang Li, Vinay Deolalikar, Neeraj Pradhan. 2936-2938 [doi]
- Unified framework for clinical data analytics (U-CDA)Jay Gholap, Vandana P. Janeja, Yelena Yesha. 2939-2941 [doi]
- A novel initialization method for particle swarm optimization-based FCM in big biomedical dataChanpaul Jin Wang, Hua Fang, Chonggang Wang, Mahmoud Daneshmand, Honggang Wang. 2942-2944 [doi]
- Algorithmic content generation for productsChandra Khatri, Suman Voleti, Sathish Veeraraghavan, Nish Parikh, Atiq Islam, Shifa Mahmood, Neeraj Garg, Vivek Singh. 2945-2947 [doi]
- Hotspots of news articles: Joint mining of news text & social media to discover controversial points in newsIsmini Lourentzou, Graham Dyer, Abhishek Sharma, ChengXiang Zhai. 2948-2950 [doi]
- Improving the quality of semantic relationships extracted from massive user behavioral dataKhalifeh AlJadda, Mohammed Korayem, Trey Grainger. 2951-2953 [doi]
- Analysis of star ratings in consumer reviews: A case study of YelpMaruthi Prithivirajan, Vivian Lai, Kyong Jin Shim, Koo Ping Shung. 2954-2956 [doi]
- From stars to patients: Lessons from space science and astrophysics for health care informaticsS. George Djorgovski, Ashish Mahabal, Daniel J. Crichton, B. Chaudhry. 2957-2959 [doi]