Increasing the accessibility to Big Data systems via a common services API (Englisch)
- Neue Suche nach: Malcolm, Rohan
- Neue Suche nach: Morrison, Cherrelle
- Neue Suche nach: Grandison, Tyrone
- Neue Suche nach: Thorpe, Sean
- Neue Suche nach: Christie, Kimron
- Neue Suche nach: Wallace, Akim
- Neue Suche nach: Green, Damian
- Neue Suche nach: Jarrett, Julian
- Neue Suche nach: Campbell, Arnett
- Neue Suche nach: Malcolm, Rohan
- Neue Suche nach: Morrison, Cherrelle
- Neue Suche nach: Grandison, Tyrone
- Neue Suche nach: Thorpe, Sean
- Neue Suche nach: Christie, Kimron
- Neue Suche nach: Wallace, Akim
- Neue Suche nach: Green, Damian
- Neue Suche nach: Jarrett, Julian
- Neue Suche nach: Campbell, Arnett
In:
2014 IEEE International Conference on Big Data (Big Data)
;
883-892
;
2014
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ISBN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Increasing the accessibility to Big Data systems via a common services API
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Beteiligte:Malcolm, Rohan ( Autor:in ) / Morrison, Cherrelle ( Autor:in ) / Grandison, Tyrone ( Autor:in ) / Thorpe, Sean ( Autor:in ) / Christie, Kimron ( Autor:in ) / Wallace, Akim ( Autor:in ) / Green, Damian ( Autor:in ) / Jarrett, Julian ( Autor:in ) / Campbell, Arnett ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.10.2014
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Format / Umfang:3846682 byte
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ISBN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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Spatial data analysis of complex urban systemsPeiravian, Farideddin / Kermanshah, Amirhassan / Derrible, Sybil et al. | 2014
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Author index| 2014
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Privacy-aware filter-based feature selectionJafer, Yasser / Matwin, Stan / Sokolova, Marina et al. | 2014
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Situation aware computing for big dataChan, Eric S. / Gawlick, Dieter / Ghoneimy, Adel / Liu, Zhen Hua et al. | 2014
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Cover page| 2014
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Welcome message from the organizers| 2014
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Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patternsAydin, Berkay / Kempton, Dustin / Akkineni, Vijay / Gopavaram, Shaktidhar Reddy / Pillai, Karthik Ganesan / Angryk, Rafal et al. | 2014
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Senior program committee members| 2014
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Scalable big data computing for the personalization of machine learned models and its application to automatic speech recognition serviceAhnn, Jong Hoon et al. | 2014
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Human activity recognition in big data smart home contextAzzi, Sabrina / Bouzouane, Abdenour / Giroux, Sylvain / Dallaire, Cindy / Bouchard, Bruno et al. | 2014
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The Deep Film Access Project: Ontology and metadata design for digital film production assetsAtkinson, Sarah / Lehmann, Jos / Evans, Roger et al. | 2014
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Organization| 2014
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Never-ending language learningMitchell, Tom / Fredkin, E. et al. | 2014
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Copyright page| 2014
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Information gateway for integrated pharmacogenomics data- IGIPDKumar, Pavan / Chintalapati, Janaki / Neeharika, N / Saluja, Payal / Mangala, N. / Rao, B B Prahlada et al. | 2014
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Smart data — How you and I will exploit Big Data for personalized digital health and many other activitiesSheth, Amit et al. | 2014
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Big Data: Challenges, practices and technologies: NIST Big Data Public Working Group workshop at IEEE Big Data 2014Grady, Nancy W. / Underwood, Mark / Roy, Arnab / Chang, Wo L. et al. | 2014
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A partitioning approach to scaling anomaly detection in graph streamsEberle, William / Holder, Lawrence et al. | 2014
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Linked Open Data mining for democratization of big dataEspinosa, Roberto / Garriga, Larisa / Zubcoff, Jose Jacobo / Mazon, Jose-Norberto et al. | 2014
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Fast learning for big data applications using parameterized multilayer perceptronChandra, B. / Sharma, Rajesh Kumar et al. | 2014
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Optimizing graph queries with graph joins and Sprinkle SPARQLGoodman, Eric L. / Jimenez, Edward / Joslyn, Cliff / Haglin, David / Al-Saffar, Sinan / Grunwald, Dirk et al. | 2014
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Stream mining for solar physics: Applications and implications for big solar dataBattams, Karl et al. | 2014
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Spatial big data analytics of influenza epidemic in Vellore, IndiaLopez, Daphne / Gunasekaran, M. / Murugan, B. Senthil / Kaur, Harpreet / Abbas, Kaja M. et al. | 2014
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Semantic HMC for big data analysisHassan, Thomas / Peixoto, Rafael / Cruz, Christophe / Bertaux, Aurlie / Silva, Nuno et al. | 2014
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A computer vision approach to mining big solar dataFelix, Simon / Csillaghy, Andre et al. | 2014
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ReCT: Improving MapReduce performance under failures with resilient checkpointing tacticsWang, Hao / Chen, Haopeng / Hu, Fei et al. | 2014
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A relational database schema on the transactional key-value store scalarisKruber, Nico / Schintke, Florian et al. | 2014
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Towards scalable graph computation on mobile devicesChen, Yiqi / Lin, Zhiyuan / Pienta, Robert / Kahng, Minsuk / Chau, Duen Horng et al. | 2014
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Impact analysis of extreme events on flows in spatial networksKermanshah, Amirhassan / Karduni, Alireza / Peiravian, Farideddin / Derrible, Sybil et al. | 2014
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Metadata capital: Simulating the predictive value of Self-Generated Health Information (SGHI)Greenberg, Jane / Ogletree, Adrian / Murillo, Angela P. / Caruso, Thomas P. / Huang, Herbie et al. | 2014
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A general supervised approach to segmentation of clinical textsGanesan, Kavita / Subotin, Michael et al. | 2014
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Enabling genomic analysis on federated cloudsJiang, Fan / Shoffner, Michael / Castillo, Claris / Schmitt, Charles et al. | 2014
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Applications of linked data in the rail domainMorris, Christopher / Easton, John / Roberts, Clive et al. | 2014
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Iterative refinement of multiple targets tracking of solar eventsKempton, Dustin / Pillai, Karthik Ganesan / Angryk, Rafal et al. | 2014
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Boosting Stochastic Newton Descent for Bigdata large scale classificationD'Ambrosio, Roberto / Belhajali, Wafa / Barlaud, Michel et al. | 2014
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Representative subsets for big data learning using k-NN graphsMall, Raghvendra / Jumutc, Vilen / Langone, Rocco / Suykens, Johan A.K. et al. | 2014
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Challenges of data integration and interoperability in big dataKadadi, Anirudh / Agrawal, Rajeev / Nyamful, Christopher / Atiq, Rahman et al. | 2014
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Community structure analysis in big climate dataMcGuire, Michael P. / Nguyen, Nam P. et al. | 2014
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Understanding the role of medical experts during a public health crisis digital tools and library resources for research on the 1918 Spanish influenzaEwing, E. Thomas / Gad, Samah / Ramakrishnan, Naren / Reznick, Jeffrey S. et al. | 2014
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Knowledge based dimensionality reduction for technical text miningShalaby, Walid / Zadrozny, Wlodek / Gallagher, Sean et al. | 2014
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A big data aggregation, analysis and exploitation integrated platform for increasing social management intelligenceSand, Greg / Tsitouras, Leonidas / Dimitrakopoulos, George / Chatzigiannakis, Vassilis et al. | 2014
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Toward an efficient, highly scalable maximum clique solver for massive graphsHagan, Ronald D. / Phillips, Charles A. / Wang, Kai / Rogers, Gary L. / Langsten, Michael A. et al. | 2014
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Large scale author name disambiguation in digital librariesKhabsa, Madian / Treeratpituk, Pucktada / Giles, C. Lee et al. | 2014
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Feature selection for text clustering in limited memory using Monte Carlo wrapperDeolalikar, Vinay et al. | 2014
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Real-time traffic incident detection using probe-car data on the Tokyo Metropolitan ExpresswayKinoshita, Akira / Takasu, Atsuhiro / Adachi, Jun et al. | 2014
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A distributed instance-weighted SVM algorithm on large-scale imbalanced datasetsWang, Xiaoguang / Liu, Xuan / Matwin, Stan et al. | 2014
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Big data in genomics: An overviewBhardwaj, Ruchie / Sethi, Adhiraaj / Nambiar, Raghunath et al. | 2014
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Differentially private models of tollgate usage: The Milan tollgate data setManfredi, Nick / Mir, Darakhshan J. / Lu, Shannon / Sanchez, Dominick et al. | 2014
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A metadata infrastructure for the analysis of parliamentary proceedingsGartner, Richard et al. | 2014
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The best of two worlds: Integrating IBM InfoSphere Streams with Apache YARNNabi, Zubair / Wagle, Rohit / Bouillet, Eric et al. | 2014
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Facilitating maintenance decisions on the Dutch railways using big data: The ABA case studyNunez, Alfredo / Hendriks, Jurjen / Li, Zili / De Schutter, Bart / Dollevoet, Rolf et al. | 2014
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Investigating the accuracy of the openFDA API using the FDA Adverse Event Reporting System (FAERS)Shin, Jennifer et al. | 2014
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MoDisSENSE: A distributed platform for social networking services over mobile devicesMytilinis, Ioannis / Giannakopoulos, Ioannis / Konstantinou, Ioannis / Doka, Katerina / Koziris, Nectarios et al. | 2014
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On the performance of MapReduce: A stochastic approachAhmed, Sarker Tanzir / Loguinov, Dmitri et al. | 2014
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WS2F: A weakly supervised framework for data stream filteringDong, Cailing / Agarwal, Arvind et al. | 2014
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Scaled Entity Search: A method for media historiography and response to critiques of big humanities data researchHoyt, Eric / Hughes, Kit / Long, Derek / Tran, Anthony / Ponto, Kevin et al. | 2014
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Temporal bipartite projection and link prediction for online social networksWu, Tsunghan / Yu, Sheau-Harn / Liao, Wanjiun / Chang, Cheng-Shang et al. | 2014
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A challenge of authorship identification for ten-thousand-scale microblog usersOkuno, Syunya / Asai, Hiroki / Yamana, Hayato et al. | 2014
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Massive labeled solar image data benchmarks for automated feature recognitionSchuh, Michael A. / Angryk, Rafal A. et al. | 2014
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Change detection in temporally evolving computer networks: A big data frameworkNamayanja, Josephine M. / Janeja, Vandana P. et al. | 2014
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A CCG virtual system for big data application communication costs analysisYu, Yongen / Tang, Wei / Zou, Hongbo / Liu, Liwei et al. | 2014
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PGMHD: A scalable probabilistic graphical model for massive hierarchical data problemsAlJadda, Khalifeh / Korayem, Mohammed / Ortiz, Camilo / Grainger, Trey / Miller, John A. / York, William S. et al. | 2014
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Biclustering using Spark-MapReduceSarazin, Tugdual / Lebbah, Mustapha / Azzag, Hanane et al. | 2014
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An improved memory management scheme for large scale graph computing engine GraphChiJiang, Yifang / Zhang, Diao / Chen, Kai / Zhou, Qu / Zhou, Yi / He, Jianhua et al. | 2014
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Evaluating structural engineering finite element analysis data using multiway analysisRadovic, Matija / McConnell, Jennifer et al. | 2014
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A summarization paradigm for big dataShah, Zubair / Mahmood, Abdun Naser et al. | 2014
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FusionFS: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systemsZhao, Dongfang / Zhang, Zhao / Zhou, Xiaobing / Li, Tonglin / Wang, Ke / Kimpe, Dries / Carns, Philip / Ross, Robert / Raicu, Ioan et al. | 2014
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High-frequency financial statistics with parallel R and Intel Xeon Phi coprocessorZou, Jian / Zhang, Hui et al. | 2014
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Detecting communities around seed nodes in complex networksStaudt, Christian L. / Marrakchi, Yassine / Meyerhenke, Henning et al. | 2014
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An open source framework to add spatial extent and geospatial visibility to Big DataShrestha, Biva / Devarakonda, Ranjeet / Palanisamy, Giriprakash et al. | 2014
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Fast algorithm for computing weighted projection quantiles and data depth for high-dimensional large data cloudsMukherjee, Ujjal Kumar / Chatterjee, Snigdhansu et al. | 2014
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Developing a cloud computing platform for Big Data: The OpenStack Nova caseTeixeira, Jose et al. | 2014
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Multi-objective optimization for resilient airline networks using socioeconomic-environmental dataSawai, Hidefumi / Sato, Aki-Hiro et al. | 2014
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Access-averse framework for computing low-rank matrix approximationsYamazaki, Ichitaro / Mary, Theo / Kurzak, Jakub / Tomov, Stanimire / Dongarra, Jack et al. | 2014
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Language, cultural influences and intelligence in historical gazetteers of the Great WarWarren, Robert / Liu, Bo et al. | 2014
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BurstMem: A high-performance burst buffer system for scientific applicationsWang, Teng / Oral, Sarp / Wang, Yandong / Settlemyer, Brad / Atchley, Scott / Yu, Weikuan et al. | 2014
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Low redundancy feature selection with grouped variables and its application to healthcare dataWu, Hang / Yang, Ji-jiang / Li, Jianqiang et al. | 2014
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FS3: A sampling based method for top-k frequent subgraph miningSaha, Tanay Kumar / Hasan, Mohammad Al et al. | 2014
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The exceptional and the everyday: 144 Hours in KievManovich, Lev / Tifentale, Alise / Yazdani, Mehrdad / Chow, Jay et al. | 2014
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The Bot will serve you now: Automating access to archival materialsWestgard, Joshua A. et al. | 2014
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Incremental and parallel spatial association miningYoo, Jin Soung / Boulware, Douglas et al. | 2014
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Sharding for literature search via cutting citation graphsZhao, Haozhen et al. | 2014
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Pharmacological class data representation in the Web Ontology Language (OWL)Zhu, Qian / Tao, Cui et al. | 2014
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Predicting flight arrival times with a multistage modelTakacs, Gabor et al. | 2014
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Architecture-aware graph repartitioning for data-intensive scientific computingZheng, Angen / Labrinidis, Alexandros / Chrysanthis, Panos K. et al. | 2014
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Partial rollback-based scheduling on in-memory transactional data gridsKim, Junwhan et al. | 2014
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A clustering based scalable hybrid approach for web page recommendationSharif, Mohammad Amir / Raghavan, Vijay V. et al. | 2014
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Repair efficient storage codes via combinatorial configurationsZhu, Bing / Li, Hui / Shum, Kenneth W. et al. | 2014
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Dealing with heterogeneous big data when geoparsing historical corporaRupp, C.J. / Rayson, Paul / Gregory, Ian / Hardie, Andrew / Joulain, Amelia / Hartmann, Daniel et al. | 2014
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BigExcel: A web-based framework for exploring big data in social sciencesSaleem, Muhammed Asif / Varghese, Blesson / Barker, Adam et al. | 2014
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Ontology-driven data integration for railway asset monitoring applicationsTutcher, Jonathan et al. | 2014
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Multiresolution analysis of incomplete rankings with applications to predictionSibony, Eric / Clemencon, Stephan / Jakubowicz, Jeremie et al. | 2014
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Detecting and identifying system changes in the cloud via discovery by exampleChen, Hao / Duri, Sastry S. / Bala, Vasanth / Bila, Nilton T. / Isci, Canturk / Coskun, Ayse K. et al. | 2014
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Probabilistic estimates of attribute statistics and match likelihood for people entity resolutionWang, Xin / Sun, Ang / Kardes, Hakan / Agrawal, Siddharth / Chen, Lin / Borthwick, Andrew et al. | 2014
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Pairwise Topic Model via relation extractionSong, Xiaoli / Shang, Yue / Ling, Yuan / Liu, Mengwen / Hu, Xiaohua et al. | 2014
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Some examples of big data in railroad engineeringZarembski, Allan M. et al. | 2014
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PigOut: Making multiple Hadoop clusters work togetherJeon, Kyungho / Chandrashekhara, Sharath / Shen, Feng / Mehra, Shikhar / Kennedy, Oliver / Ko, Steven Y. et al. | 2014
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A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragmentsWilliams, Alex C. / Wallin, John F. / Yu, Haoyu / Perale, Marco / Carroll, Hyrum D. / Lamblin, Anne-Francoise / Fortson, Lucy / Obbink, Dirk / Lintott, Chris J. / Brusuelas, James H. et al. | 2014
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A multi-view two-level classification method for generalized multi-instance problemsWang, Xiaoguang / Liu, Xuan / Matwin, Stan / Japkowicz, Nathalie / Guo, Hongyu et al. | 2014
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Parallel Breadth First Search on GPU clustersFu, Zhisong / Dasari, Harish Kumar / Bebee, Bradley / Berzins, Martin / Thompson, Bryan et al. | 2014
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Applying instance-weighted support vector machines to class imbalanced datasetsWang, Xiaoguang / Liu, Xuan / Matwin, Stan / Japkowicz, Nathalie et al. | 2014
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Optimizing load balancing and data-locality with data-aware schedulingWang, Ke / Zhou, Xraobing / Li, Tonglin / Zhao, Dongfang / Lang, Michael / Raicu, Ioan et al. | 2014
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Online temporal-spatial analysis for detection of critical events in Cyber-Physical SystemsFu, Zhang / Almgren, Magnus / Landsiedel, Olaf / Papatriantafilou, Marina et al. | 2014
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A cross-job framework for MapReduce schedulingXiao, Xuejie / Tang, Jian / Chen, Zhenhua / Xu, Jielong / Wang, Chonggang et al. | 2014
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Scheduling MapReduce tasks on virtual MapReduce clusters from a tenant's perspectiveLin, Jia-Chun / Lee, Ming-Chang / Yahyapour, Ramin et al. | 2014
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FlexDAS: A flexible direct attached storage for I/O intensive applicationsOno, Takatsugu / Konishi, Yotaro / Tanimoto, Teruo / Iwamatsu, Noboru / Miyoshi, Takashi / Tanaka, Jun et al. | 2014
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A two-sided market mechanism for trading big data computing commoditiesMashayekhy, Lena / Nejad, Mahyar Movahed / Grosu, Daniel et al. | 2014
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MMap: Fast billion-scale graph computation on a PC via memory mappingLin, Zhiyuan / Kahng, Minsuk / Sabrin, Kaeser Md. / Chau, Duen Horng Polo / Lee, Ho / Kang, U et al. | 2014
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Large-scale network traffic monitoring with DBStream, a system for rolling big data analysisBar, Arian / Finamore, Alessandro / Casas, Pedro / Golab, Lukasz / Mellia, Marco et al. | 2014
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Synthetic data generation for the internet of thingsAnderson, Jason W. / Kennedy, K. E. / Ngo, Linh B. / Luckow, Andre / Apon, Amy W. et al. | 2014
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Evaluating the performance and scalability of the Ceph distributed storage systemGudu, Diana / Hardt, Marcus / Streit, Achim et al. | 2014
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Incremental window aggregates over array databaseJiang, Li / Kawashima, Hideyuki / Tatebe, Osamu et al. | 2014
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BigCache for big-data systemsRoger, Michel Angelo / Xu, Yiqi / Zhao, Ming et al. | 2014
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Automated workload-aware elasticity of NoSQL clusters in the cloudKassela, Evie / Boumpouka, Christina / Konstantinou, Ioannis / Koziris, Nectarios et al. | 2014
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Distributed class dependent feature analysis — A big data approachLuu, Khoa / Zhu, Chenchen / Savvides, Marios et al. | 2014
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VENU: Orchestrating SSDs in hadoop storageKrish, K. R. / Iqbal, M. Safdar / Butt, Ali R. et al. | 2014
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In-memory I/O and replication for HDFS with Memcached: Early experiencesIslam, Nusrat Sharmin / Lu, Xiaoyi / Wasi-ur-Rahman, Md. / Rajachandrasekar, Raghunath / Panda, Dhabaleswar K. D K et al. | 2014
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Enabling composite applications through an asynchronous shared memory interfaceOtstott, Douglas / Evans, Noah / Ionkov, Latchesar / Zhao, Ming / Lang, Michael et al. | 2014
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k-Balanced sorting and skew join in MPI and MapReduceHuang, Silu / Fu, Ada Wai-Chee et al. | 2014
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Virtual chunks: On supporting random accesses to scientific data in compressible storage systemsZhao, Dongfang / Yin, Jian / Qiao, Kan / Raicu, Ioan et al. | 2014
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Examination of data, rule generation and detection of phishing URLs using online logistic regressionFeroz, Mohammed Nazim / Mengel, Susan et al. | 2014
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Main memory evaluation of recursive queries on multicore machinesYang, Mohan / Zaniolo, Carlo et al. | 2014
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Predicting glaucoma progression using multi-task learning with heterogeneous featuresMaya, Shigeru / Morino, Kai / Yamanishi, Kenji et al. | 2014
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Provenance-based object storage prediction scheme for scientific big data applicationsDai, Dong / Chen, Yong / Kimpe, Dries / Ross, Rob et al. | 2014
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Synergistic partitioning in multiple large scale social networksJin, Songchang / Zhang, Jiawei / Yu, Philip S. / Yang, Shuqiang / Li, Aiping et al. | 2014
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TRISTAN: Real-time analytics on massive time series using sparse dictionary compressionMarascu, Alice / Pompey, Pascal / Bouillet, Eric / Wurst, Michael / Verscheure, Olivier / Grund, Martin / Cudre-Mauroux, Philippe et al. | 2014
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Performance modeling in CUDA streams — A means for high-throughput data processingLi, Hao / Yu, Di / Kumar, Anand / Tu, Yi-Cheng et al. | 2014
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Minimizing data movement through query transformationLeyshock, Patrick / Maier, David / Tufte, Kristin et al. | 2014
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Multilevel partitioning of large unstructured gridsAkande, Oyindamola O. / Rhodes, Philip J. et al. | 2014
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Low complexity sensing for big spatio-temporal dataLee, Dongeun / Choi, Jaesik et al. | 2014
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In-advance data analytics for reducing time to discoveryLiu, Jialin / Lu, Yin / Chen, Yong et al. | 2014
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Estimating pairwise distances in large graphsChristoforaki, Maria / Suel, Torsten et al. | 2014
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Distributed Adaptive Model Rules for mining big data streamsVu, Anh Thu / De Francisci Morales, Gianmarco / Gama, Joao / Bifet, Albert et al. | 2014
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Sparse computation for large-scale data miningHochbaum, Dorit S. / Baumann, Philipp et al. | 2014
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Topic similarity networks: Visual analytics for large document setsMaiya, Arun S. / Rolfe, Robert M. et al. | 2014
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Efficient breadth-first search on a heterogeneous processorDaga, Mayank / Nutter, Mark / Meswani, Mitesh et al. | 2014
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Web-based visual analytics for extreme scale climate scienceSteed, Chad A. / Evans, Katherine J. / Harney, John F. / Jewell, Brian C. / Shipman, Galen / Smith, Brian E. / Thornton, Peter E. / Williams, Dean N. et al. | 2014
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Geotagging one hundred million Twitter accounts with total variation minimizationCompton, Ryan / Jurgens, David / Allen, David et al. | 2014
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Meeting predictable buffer limits in the parallel execution of event processing operatorsMayer, Ruben / Koldehofe, Boris / Rothermel, Kurt et al. | 2014
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Metadata extraction and correction for large-scale traffic surveillance videosZhao, Xiaomeng / Ma, Huadong / Zhang, Haitao / Tang, Yi / Fu, Guangping et al. | 2014
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Facilitating Twitter data analytics: Platform, language and functionalityTao, Ke / Hauff, Claudia / Houben, Geert-Jan / Abel, Fabian / Wachsmuth, Guido et al. | 2014
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Visual fusion of mega-city big data: An application to traffic and tweets data analysis of Metro passengersItoh, Masahiko / Yokoyama, Daisaku / Toyoda, Masashi / Tomita, Yoshimitsu / Kawamura, Satoshi / Kitsuregawa, Masaru et al. | 2014
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GRAPHiQL: A graph intuitive query language for relational databasesJindal, Alekh / Madden, Samuel et al. | 2014
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Evaluating density-based motion for big data visual analyticsEtemadpour, Ronak / Murray, Paul / Forbes, Angus Graeme et al. | 2014
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Regression trees for streaming data with local performance guaranteesJohansson, Ulf / Sonstrod, Cecilia / Linusson, Henrik / Bostrom, Henrik et al. | 2014
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Distributed algorithms for k-truss decompositionChen, Pei-Ling / Chou, Chung-Kuang / Chen, Ming-Syan et al. | 2014
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PuLP: Scalable multi-objective multi-constraint partitioning for small-world networksSlota, George M. / Madduri, Kamesh / Rajamanickam, Sivasankaran et al. | 2014
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Effective caching techniques for accelerating pattern matching queriesFard, Arash / Manda, Satya / Ramaswamy, Lakshmish / Miller, John A. et al. | 2014
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Clique guided community detectionPalsetia, Diana / Patwary, Md. Mostofa Ali / Hendrix, William / Agrawal, Ankit / Choudhary, Alok et al. | 2014
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Large-scale distributed sorting for GPU-based heterogeneous supercomputersShamoto, Hideyuki / Shirahata, Koichi / Drozd, Aleksandr / Sato, Hitoshi / Matsuoka, Satoshi et al. | 2014
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Large-scale logistic regression and linear support vector machines using sparkLin, Chieh-Yen / Tsai, Cheng-Hao / Lee, Ching-Pei / Lin, Chih-Jen et al. | 2014
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NVM-based Hybrid BFS with memory efficient data structureIwabuchi, Keita / Sato, Hitoshi / Yasui, Yuichiro / Fujisawa, Katsuki / Matsuoka, Satoshi et al. | 2014
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Identification of SNP interactions using data-parallel primitives on GPUsAltinigneli, Can / Konten, Bettina / Rujescir, Dan / Bohm, Christian / Plant, Claudia et al. | 2014
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Random walks on adjacency graphs for mining lexical relations from big text dataJiang, Shan / Zhai, ChengXiang et al. | 2014
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Entity resolution using inferred relationships and behaviorMugan, Jonathan / Chari, Ranga / Hitt, Laura / McDermid, Eric / Sowell, Marsha / Qu, Yuan / Coffman, Thayne et al. | 2014
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Rainbow: A distributed and hierarchical RDF triple store with dynamic scalabilityGu, Rong / Hu, Wei / Huang, Yihua et al. | 2014
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In-situ visualization and computational steering for large-scale simulation of turbulent flows in complex geometriesYi, Hong / Rasquin, Michel / Fang, Jun / Bolotnov, Igor A. et al. | 2014
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Building k-nn graphs from large text dataDebatty, Thibault / Michiardi, Pietro / Thonnard, Olivier / Mees, Wim et al. | 2014
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Learning to predict subject-line opens for large-scale email marketingBalakrishnan, Raju / Parekh, Rajesh et al. | 2014
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MAGE: Matching approximate patterns in richly-attributed graphsPienta, Robert / Tamersoy, Acar / Tong, Hanghang / Chau, Duen Horng et al. | 2014
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Bootstrapping K-means for big data analysisHan, Jungkyu / Luo, Min et al. | 2014
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Distributed Adaptive Importance Sampling on graphical models using MapReduceHaque, Ahsanul / Chandra, Swarup / Khan, Latifur / Aggarwal, Charu et al. | 2014
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Knowledge-based clustering of ship trajectories using density-based approachLiu, Bo / de Souza, Erico N. / Matwin, Stan / Sydow, Marcin et al. | 2014
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Immersive and collaborative data visualization using virtual reality platformsDonalek, Ciro / Djorgovski, S. G. / Cioc, Alex / Wang, Anwell / Zhang, Jerry / Lawler, Elizabeth / Yeh, Stacy / Mahabal, Ashish / Graham, Matthew / Drake, Andrew et al. | 2014
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The Adaptive Projection Forest: Using adjustable exclusion and parallelism in metric space indexesThompson, Lee Parnell / Xu, Weijia / Miranker, Daniel P. et al. | 2014
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Scaling up Prioritized Grammar Enumeration for scientific discovery in the cloudWorm, Tony / Chiu, Kenneth et al. | 2014
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MR-TRIAGE: Scalable multi-criteria clustering for big data security intelligence applicationsShen, Yun / Thonnard, Olivier et al. | 2014
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Increasing the veracity of event detection on social media networks through user trust modelingBodnar, Todd / Tucker, Conrad / Hopkinson, Kenneth / Bilen, Sven G. et al. | 2014
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Empowering users of social networks to assess their privacy risksEstivill-Castro, Vladimir / Hough, Peter / Islam, Md Zahidul et al. | 2014
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A unified approach to network anomaly detectionBabaie, Tahereh / Chawla, Sanjay / Ardon, Sebastien / Yu, Yue et al. | 2014
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E-Sketch: Gathering large-scale energy consumption data based on consumption patternsHuang, Zhichuan / Luo, Hongyao / Skoda, David / Zhu, Ting / Gu, Yu et al. | 2014
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Hierarchical management of large-scale malware dataKellogg, Lee / Ruttenberg, Brian / O'Connor, Alison / Howard, Michael / Pfeffer, Avi et al. | 2014
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Random projection based clustering for population genomicsTasoulis, Sotiris / Cheng, Lu / Valimaki, Niko / Croucher, Nicholas J. / Harris, Simon R. / Hanage, William P. / Roos, Teemu / Corander, Jukka et al. | 2014
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Structure recognition from high resolution images of ceramic compositesUshizima, Daniela / Perciano, Talita / Krishnan, Harinarayan / Loring, Burlen / Bale, Hrishikesh / Parkinson, Dilworth / Sethian, James et al. | 2014
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Combining Hadoop and GPU to preprocess large Affymetrix microarray dataNiu, Sufeng / Yang, Guangyu / Sarma, Nilim / Xuan, Pengfei / Smith, Melissa C. / Srimani, Pradip / Luo, Feng et al. | 2014
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Content-Based Access Control: Use data content to assist access control for large-scale content-centric databasesZeng, Wenrong / Yang, Yuhao / Luo, Bo et al. | 2014
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Locating visual storm signatures from satellite imagesZhang, Yu / Wistar, Stephen / Piedra-Fernandez, Jose A. / Li, Jia / Steinberg, Michael A. / Wang, James Z. et al. | 2014
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Accurate and efficient selection of the best consumption prediction method in smart gridsFrincu, Marc / Chelmis, Charalampos / Noor, Muhammad Usman / Prasanna, Viktor et al. | 2014
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Visualizations for sense-making in financial market regulationTodd, Andrew / Scherer, William / Beling, Peter / Paddrik, Mark / Haynes, Richard et al. | 2014
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Big Automotive Data: Leveraging large volumes of data for knowledge-driven product developmentJohanson, Mathias / Belenki, Stanislav / Jalminger, Jonas / Fant, Magnus / Gjertz, Mats et al. | 2014
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On the impact of socio-economic factors on power load forecastingHan, Yufei / Sha, Xiaolan / Grover-Silva, Etta / Michiardi, Pietro et al. | 2014
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Toward personalized and scalable voice-enabled services powered by big dataAhnn, Jong Hoon et al. | 2014
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MaPLE: A MapReduce Pipeline for Lattice-based Evaluation and its application to SNOMED CTZhang, Guo-Qiang / Zhu, Wei / Sun, Mengmeng / Tao, Shiqiang / Bodenreider, Olivier / Cui, Licong et al. | 2014
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Dynamic pre-training of Deep Recurrent Neural Networks for predicting environmental monitoring dataOng, Bun Theang / Sugiura, Komei / Zettsu, Koji et al. | 2014
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Perldoop: Efficient execution of Perl scripts on Hadoop clustersAbuin, Jose M. / Pichel, Juan C. / Pena, Tomas F. / Gamallo, Pablo / Garcia, Marcos et al. | 2014
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Department of energy strategic roadmap for Earth system science data integrationWilliams, Dean N. / Palanisamy, Giri / Shipman, Galen / Boden, Thomas A. / Voyles, Jimmy W. et al. | 2014
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Analyzing the language of food on social mediaFried, Daniel / Surdeanu, Mihai / Kobourov, Stephen / Hingle, Melanie / Bell, Dane et al. | 2014
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Using geometric structures to improve the error correction algorithm of high-throughput sequencing data on MapReduce frameworkChung, Wei-Chun / Chang, Yu-Jung / Lee, D. T. / Ho, Jan-Ming et al. | 2014
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Empowering personalized medicine with big data and semantic web technology: Promises, challenges, and use casesPanahiazar, Maryam / Taslimitehrani, Vahid / Jadhav, Ashutosh / Pathak, Jyotishman et al. | 2014
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On scaling time dependent shortest path computations for Dynamic Traffic AssignmentGupta, Amit / Xu, Weijia / Perrine, Kenneth / Bell, Dennis / Ruiz-Juri, Natalia et al. | 2014
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High volume geospatial mapping for internet-of-vehicle solutions with in-memory map-reduce processingZhong, Tao / Doshi, Kshitij / Deng, Gang / Yang, Xiaoming / Zhang, Hegao et al. | 2014
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Crowdsourced query augmentation through semantic discovery of domain-specific jargonAlJadda, Khalifeh / Korayem, Mohammed / Grainger, Trey / Russell, Chris et al. | 2014
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Spatial computations over terabyte-sized images on hadoop platformsBajcsy, Peter / Nguyen, Phuong / Vandecreme, Antoine / Brady, Mary et al. | 2014
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Recall estimation for rare topic retrieval from large corpusesBommannavar, Praveen / Kolcz, Alek / Rajaraman, Anand et al. | 2014
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Lightweight approximate top-k for distributed settingsDeolalikar, Vinay / Eshghi, Kave et al. | 2014
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Query revision during cluster based search on large unstructured corporaDeolalikar, Vinay et al. | 2014
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Astro: A predictive model for anomaly detection and feedback-based scheduling on HadoopGupta, Chaitali / Bansal, Mayank / Chuang, Tzu-Cheng / Sinha, Ranjan / Ben-romdhane, Sami et al. | 2014
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Automating data integration with HiperFuseHuang, Eric / Quiroz, Andres / Ceriani, Luca et al. | 2014
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Recommending similar items in large-scale online marketplacesKatukuri, Jayasimha / Konik, Tolga / Mukherjee, Rajyashree / Kolay, Santanu et al. | 2014
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SE-CDA: A scalable and efficient community detection algorithmLunagariya, Dhaval C. / Somayajulu, D.V.L.N. / Krishna, P. Radha et al. | 2014
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Increasing the accessibility to Big Data systems via a common services APIMalcolm, Rohan / Morrison, Cherrelle / Grandison, Tyrone / Thorpe, Sean / Christie, Kimron / Wallace, Akim / Green, Damian / Jarrett, Julian / Campbell, Arnett et al. | 2014
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Big data predictive analtyics for proactive semiconductor equipment maintenanceMunirathinam, Sathyan / Ramadoss, B. et al. | 2014
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Future directions of humans in Big Data Research: Summary of the 1st workshop on Human-Centered Big Data ResearchPaul, Celeste Lyn / Argenta, Chris / Elm, William / Endert, Alex et al. | 2014
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ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectivenessPoggi, Nicolas / Carrera, David / Call, Aaron / Mendoza, Sergio / Becerra, Yolanda / Torres, Jordi / Ayguade, Eduard / Gagliardi, Fabrizio / Labarta, Jesus / Reinauer, Rob et al. | 2014
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Heterogeneous stream processing for disaster detection and alarmingSchnizler, Francois / Liebig, Thomas / Marmor, Shie / Souto, Gustavo / Bothe, Sebastian / Stange, Hendrik et al. | 2014
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Identifying top Chinese network buzzwords from social media big data set based on time-distribution featuresTang, Yongli / He, Tingting / Li, Bo / Hu, Xiaohua et al. | 2014
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Bridging high velocity and high volume industrial big data through distributed in-memory storage & analyticsWilliams, Jenny Weisenberg / Aggour, Kareem S. / Interrante, John / McHugh, Justin / Pool, Eric et al. | 2014
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Graph analytics and storageXia, Yinglong / Tanase, Ilie Gabriel / Nai, Lifeng / Tan, Wei / Liu, Yanbin / Crawford, Jason / Lin, Ching-Yung et al. | 2014
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An initial study of predictive machine learning analytics on large volumes of historical data for power system applicationsZheng, Jiang / Dagnino, Aldo et al. | 2014
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In unity there is strength: Showcasing a unified big data platform with MapReduce Over both object and file storageZhang, Rui / Hildebrand, Dean / Tewari, Renu et al. | 2014
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Toward smart manufacturing using decision analyticsBrodsky, Alexander / Krishnamoorthy, Mohan / Menasce, Daniel A. / Shao, Guodong / Rachuri, Sudarsan et al. | 2014
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An intelligent machine monitoring system for energy prediction using a Gaussian Process regressionBhinge, Raunak / Biswas, Nishant / Dornfeld, David / Park, Jinkyoo / Law, Kincho H. / Helu, Moneer / Rachuri, Sudarsan et al. | 2014
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Towards a domain-specific framework for predictive analytics in manufacturingLechevalier, David / Narayanan, Anantha / Rachuri, Sudarsan et al. | 2014
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Uncertainty quantification in performance evaluation of manufacturing processesNannapaneni, Saideep / Mahadevan, Sankaran et al. | 2014
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CloudMan: A platform for portable cloud manufacturing servicesQanbari, Soheil / Zadeh, Samira Mahdi / Vedaei, Soroush / Dustdar, Schahram et al. | 2014
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Building a rigorous foundation for performance assurance assessment techniques for “smart” manufacturing systemsRoy, Utpal / Li, Yunpeng / Zhu, Bicheng et al. | 2014
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A system architecture for manufacturing process analysis based on big data and process mining techniquesYang, Hanna / Park, Minjeong / Cho, Minsu / Song, Minseok / Kim, Seongjoo et al. | 2014
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Researching persons & organizations: AWAKE: From text to an entity-centric knowledge baseBoschee, Elizabeth / Freedman, Marjorie / Khanwalkar, Saurabh / Kumar, Anoop / Srivastava, Amit / Weischedel, Ralph et al. | 2014
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Integrating existing large scale medical laboratory data into the semantic web frameworkHaider, Newres Al / Abidi, Samina / van Woensel, William / Abidi, Syed S. R. et al. | 2014
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Path knowledge discovery: Association mining based on multi-category lexiconsLiu, Chen / Chu, Wesley W. / Sabb, Fred / Parker, D. Stott / Korpela, Joseph et al. | 2014
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Stochastic Finite Automata for the translation of DNA to proteinLin, Tsau-Young / Shah, Asmi H. et al. | 2014
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Data mining and sharing tool for high content screening large scale biological image dataShah, Asmi H. / Gopalakrishnan, Gayathri / Rajendran, Adithya / Liebel, Urban et al. | 2014
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A building performance evaluation & visualization systemStavropoulos, Georgios / Krinidis, Stelios / Ioannidis, Dimosthenis / Moustakas, Konstantinos / Tzovaras, Dimitrios et al. | 2014
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Statistical technique for online anomaly detection using Spark over heterogeneous data from multi-source VMware performance dataSolaimani, Mohiuddin / Iftekhar, Mohammed / Khan, Latifur / Thuraisingham, Bhavani et al. | 2014
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Extracting discriminative shapelets from heterogeneous sensor dataPatri, Om P. / Sharma, Abhishek B. / Chen, Haifeng / Jiang, Guofei / Panangadan, Anand V. / Prasanna, Viktor K. et al. | 2014