2016 Index IEEE Transactions on Big Data Vol. 2

Transcription

1 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH Index IEEE Transactions on Big Data Vol. 2 This index covers all technical items papers, correspondence, reviews, etc. that appeared in this periodical during 2016, and items from previous years that were commented upon or corrected in Departments and other items may also be covered if they have been judged to have archival value. The Author Index contains the primary entry for each item, listed under the first author s name. The primary entry includes the coauthors names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination. The Subject Index contains entries describing the item under all appropriate subject headings, plus the first author s name, the publication abbreviation, month, and year, and inclusive pages. Note that the item title is found only under the primary entry in the Author Index. AUTHOR INDEX Aggarwal, C.C., see Wang, J., TBData March Audsley, N.C., see Basanta-Val, P., TBData A B Basanta-Val, P., Audsley, N.C., Wellings, A.J., Gray, I., and Fernandez-Garcia, N., Architecting Time-Critical Big-Data Systems; TBData Dec Baumann, P., see Hochbaum, D.S., Bergstrom, C.T., see West, J.D., TBData June Bharill, N., Tiwari, A., and Malviya, A., Fuzzy Based Scalable Clustering Algorithms for Handling Big Data Using Apache Spark; TBData Dec Bhatia, S., see Tuarob, S., TBData March Bian, J., see Zhao, Y., TBData Sept Bouguettaya, A., see Shao, W., TBData Sept C Candan, K.S., see Lin, Y., Cao, L., see Xia, F., TBData June Cao, X., see Dong, L., TBData Dec Chang, C., see Wu, L., TBData Sept Chawla, N.V., see Dong, Y., TBData March Chen, H., Kazman, R., and Haziyev, S., Agile Big Data Analytics for Web- Based Systems: An Architecture-Centric Approach; TBData Sept Chen, Q., see Dong, L., TBData Dec Chen, Y., see Zheng, Y., TBData Choi, J.Y., see Wu, L., TBData Sept Churchill, M., see Wu, L., TBData Sept D Datta, S., Sarkar, S., and Sajeev, A.S.M., How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas; TBData June Deng, R.H., see Yan, Z., TBData June Ding, W., see Yan, Z., TBData June Dong, L., Lin, Z., Liang, Y., He, L., Zhang, N., Chen, Q., Cao, X., and Izquierdo, E., A Hierarchical Distributed Processing Framework for Big Image Data; TBData Dec Dong, Y., Johnson, R.A., and Chawla, N.V., Can Scientific Impact Be Predicted?; TBData March Drozd, A., see Shamoto, H., TBData March Feng, Y., see Zhao, Y., TBData Sept Fernandez-Garcia, N., see Basanta-Val, P., TBData Fu, Y., see Shao, M., TBData Dec Fu, Y., see Kit, D., TBData Fu, Y., see Jiang, S., TBData March Giles, C.L., see Tuarob, S., TBData March Goudarzi, M., see Nabavinejad, S.M., TBData Dec Gray, I., see Basanta-Val, P., TBData F G H Han, Z., see Pan, E., TBData Sept Haziyev, S., see Chen, H., TBData Sept He, L., see Dong, L., TBData Dec Hochbaum, D.S., and Baumann, P., Sparse Computation for Large-Scale Data Mining; I Itoh, M., Yokoyama, D., Toyoda, M., Tomita, Y., Kawamura, S., and Kitsuregawa, M., Visual Exploration of Changes in Passenger Flows and Tweets on Mega-City Metro Network; TBData March Izquierdo, E., see Dong, L., TBData Dec J Jiang, S., Qian, X., Mei, T., and Fu, Y., Personalized Travel Sequence Recommendation on Multi-Source Big Social Media; TBData March Jiang, Y., and Wang, J., Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods; TBData March John Wu, K., see Wu, L., TBData Sept Johnson, R.A., see Dong, Y., TBData March K Kangasharju, J., see Wang, L., TBData Sept Karatepe, I.A., see Khan, F., TBData June Kari, D., see Khan, F., TBData June Kawamura, S., see Itoh, M., TBData March Kazman, R., see Chen, H., TBData Sept Khan, F., Kari, D., Karatepe, I.A., and Kozat, S.S., Universal Nonlinear Regression on High Dimensional Data Using Adaptive Hierarchical Trees; TBData June Kit, D., Kong, Y., and Fu, Y., Efficient Image Geotagging Using Large Databases; TBData Kitsuregawa, M., see Itoh, M., TBData March Klasky, S., see Wu, L., TBData Sept

2 2 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH 2017 Kong, Y., see Kit, D., TBData Kozat, S.S., see Khan, F., TBData June L Lee, I., see Xia, F., TBData June Li, T., Tang, J., and Xu, J., Performance Modeling and Predictive Scheduling for Distributed Stream Data Processing; TBData Dec Liang, Y., see Dong, L., TBData Dec Lin, Y., Tong, H., Tang, J., and Selcuk Candan, K., Guest Editorial: Special Issue on Big Scholar Data Discovery and Collaboration (Continued); TBData June Lin, Y., Tong, H., Tang, J., and Candan, K.S., Guest Editorial: Big Scholar Data Discovery and Collaboration; Lin, Z., see Dong, L., TBData Dec Liu, H., see Xia, F., TBData June Malviya, A., see Bharill, N., TBData Dec Matsuoka, S., see Shamoto, H., TBData March Mei, T., see Jiang, S., TBData March Mitra, P., see Tuarob, S., TBData March Mozaffari, S., see Nabavinejad, S.M., TBData Dec M Shao, W., Salim, F.D., Song, A., and Bouguettaya, A., Clustering Big Spatiotemporal-Interval Data; TBData Sept Sheng, M., Vasilakos, A.V., Yu, Q., and You, L., Guest Editorial: Big Data Analytics and the Web; TBData Shirahata, K., see Shamoto, H., TBData March Sim, A., see Wu, L., TBData Sept Song, A., see Shao, W., TBData Sept Stathopoulos, A., see Wu, L., TBData Sept T Tang, J., see Li, T., TBData Dec Tang, J., see Lin, Y., TBData June Tang, J., see Lin, Y., Tasoulis, S., see Wang, L., TBData Sept Tiwari, A., see Bharill, N., TBData Dec Tomita, Y., see Itoh, M., TBData March Tong, H., see Lin, Y., TBData June Tong, H., see Lin, Y., Toyoda, M., see Itoh, M., TBData March Tuarob, S., Bhatia, S., Mitra, P., and Giles, C.L., AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data; TBData March V N Vasilakos, A.V., see Sheng, M., TBData Nabavinejad, S.M., Goudarzi, M., and Mozaffari, S., The Memory Challenge in Reduce Phase of MapReduce Applications; TBData Dec Ng, W., see Wang, X., TBData March Ni, L.M., see Zheng, Y., TBData P Pan, E., Wang, D., and Han, Z., Analyzing Big Smart Metering Data Towards Differentiated User Services: A Sublinear Approach; TBData Sept Qi, G., see Wang, J., TBData March Qian, X., see Jiang, S., TBData March Qu, H., see Zheng, Y., TBData Q R W Wang, D., see Pan, E., TBData Sept Wang, J., see Jiang, Y., TBData March Wang, J., Qi, G., Sebe, N., and Aggarwal, C.C., Guest Editorial: Big Media Data: Understanding, Search, and Mining; TBData March Wang, L., Tasoulis, S., Roos, T., and Kangasharju, J., Kvasir: Scalable Provision of Semantically Relevant Web Content on Big Data Framework; TBData Sept Wang, X., Zhao, Z., and Ng, W., USTF: A Unified System of Team Formation; TBData March Wellings, A.J., see Basanta-Val, P., TBData Wesley-Smith, I., see West, J.D., TBData June West, J.D., Wesley-Smith, I., and Bergstrom, C.T., A Recommendation System Based on Hierarchical Clustering of an Article-Level Citation Network; TBData June Wu, L., John Wu, K., Sim, A., Churchill, M., Choi, J.Y., Stathopoulos, A., Chang, C., and Klasky, S., Towards Real-Time Detection and Tracking of Spatio-Temporal Features: Blob-Filaments in Fusion Plasma; TBData Sept Wu, W., see Zheng, Y., TBData Wu, X., see Shao, M., TBData Dec Roos, T., see Wang, L., TBData Sept X S Sajeev, A.S.M., see Datta, S., TBData June Salim, F.D., see Shao, W., TBData Sept Sarkar, S., see Datta, S., TBData June Sato, H., see Shamoto, H., TBData March Sebe, N., see Wang, J., TBData March Selcuk Candan, K., see Lin, Y., TBData June Shamoto, H., Shirahata, K., Drozd, A., Sato, H., and Matsuoka, S., GPU- Accelerated Large-Scale Distributed Sorting Coping with Device Memory Capacity; TBData March Shao, M., Wu, X., and Fu, Y., Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting Graph Structure; TBData Dec Xia, F., Liu, H., Lee, I., and Cao, L., Scientific Article Recommendation: Exploiting Common Author Relations and Historical Preferences; TBData June Xie, M., see Zhao, Y., TBData Sept Xu, J., see Li, T., TBData Dec Xue, Z., see Zhao, Y., TBData Sept Y Yan, Z., Ding, W., Yu, X., Zhu, H., and Deng, R.H., Deduplication on Encrypted Big Data in Cloud; TBData June Yokoyama, D., see Itoh, M., TBData March Yoshigoe, K., see Zhao, Y., TBData Sept

3 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH You, L., see Sheng, M., TBData Yu, Q., see Sheng, M., TBData Yu, X., see Yan, Z., TBData June Z Zhang, N., see Dong, L., TBData Dec Zhao, Y., Yoshigoe, K., Bian, J., Xie, M., Xue, Z., and Feng, Y., A Distributed Graph-Parallel Computing System with Lightweight Communication Overhead; TBData Sept Zhao, Z., see Wang, X., TBData March Zheng, Y., Wu, W., Chen, Y., Qu, H., and Ni, L.M., Visual Analytics in Urban Computing: An Overview; TBData Zhu, H., see Yan, Z., TBData June SUBJECT INDEX A Algorithm design and analysis Approximation algorithms Approximation error Authorization B Benchmark testing Bibliographic systems Big Data Clustering Big Spatiotemporal-Interval Data. Shao, W., þ, TBData Sept Visual Exploration of Changes in Passenger Flows and Tweets on Mega- City Metro Network. Itoh, M., þ, TBData March C Citation analysis Can Scientific Impact Be Predicted?. Dong, Y., þ, TBData March How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas. Datta, S., þ, TBData June Cloud computing Clustering algorithms Collaboration Complexity theory Computational complexity Computational modeling Computer architecture Content-based retrieval Cryptography D Data analysis A Distributed Graph-Parallel Computing System with Lightweight Communication Overhead. Zhao, Y., þ, TBData Sept Data collection

4 4 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH 2017 Data mining Data models Data privacy Data processing Data visualization Database indexing Database management systems Databases Degradation Distributed databases Document handling E Energy consumption F H Heuristic algorithms I Image processing Indexes Information analysis Information retrieval Internet USTF: A Unified System of Team Formation. Wang, X., þ, TBData March Iterative closest point algorithm K Kernel Knowledge based systems Knowledge discovery Feature extraction Flow production systems Fusion reactors G L Laplace equations Learning (artificial intelligence) Geology Graphics processing units Groupware USTF: A Unified System of Team Formation. Wang, X., þ, TBData March M Mean square error methods Media

5 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH Memory management Meta data O Optimization P Parallel algorithms Parallel machines Parallel processing A Distributed Graph-Parallel Computing System with Lightweight Communication Overhead. Zhao, Y., þ, TBData Sept Partitioning algorithms Pattern classification Pattern clustering Clustering Big Spatiotemporal-Interval Data. Shao, W., þ, TBData Sept Pattern matching Performance evaluation Physics computing Power aware computing Clustering Big Spatiotemporal-Interval Data. Shao, W., þ, TBData Sept Power engineering computing Predictive models Professional communication Public domain software Publishing Q Queueing analysis R Radial basis function networks Random access memory Recommender systems Regression analysis Research and development S Scientific information systems Can Scientific Impact Be Predicted?. Dong, Y., þ, TBData March Search engines Semantic Web Sequential analysis Simulated annealing Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods. Jiang, Y., þ, TBData March Smart meters Social network services USTF: A Unified System of Team Formation. Wang, X., þ, TBData March Software architecture Software engineering How Long Will This Live? Discovering the Lifespans of Software Engineering Ideas. Datta, S., þ, TBData June Software prototyping Sorting Sparks

6 6 IEEE TRANSACTIONS ON BIG DATA, VOL. 3, NO. 1, MARCH 2017 Sparse matrices Special issues and sections Statistical distributions Storage management Storms Support vector machines T Time factors Topology Town and country planning Traffic engineering computing Visual Exploration of Changes in Passenger Flows and Tweets on Mega- City Metro Network. Itoh, M., þ, TBData March Travel industry Tree data structures Trees (mathematics) Tuning U Urban areas V Video recording Virtualization Visual Exploration of Changes in Passenger Flows and Tweets on Mega- City Metro Network. Itoh, M., þ, TBData March Visual databases Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods. Jiang, Y., þ, TBData March Visualization W Web mining Writing