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ORCIDIEEE Transactions on Big Data, Volume 3
Volume 3, Number 1, March 2017
- Qiang Yang:
State of the Journal Editorial. 1
- Yu-Ru Lin, Hanghang Tong, Jie Tang, K. Selçuk Candan:
Guest Editorial: Big Scholar Data Discovery and Collaboration. 2 - Subhajit Datta, Partha Basuchowdhuri, Surajit Acharya, Subhashis Majumder:
The Habits of Highly Effective Researchers: An Empirical Study. 3-17 - Feng Xia
, Wei Wang, Teshome Megersa Bekele, Huan Liu:
Big Scholarly Data: A Survey. 18-35 - Jingdong Wang, Guo-Jun Qi, Nicu Sebe, Charu C. Aggarwal:
Guest Editorial: Big Media Data: Understanding, Search, and Mining. 36 - Ke Chen, Zhaoxiang Zhang:
Learning to Classify Fine-Grained Categories with Privileged Visual-Semantic Misalignment. 37-43 - Zhiyong Chen, Wei Zhang, Bin Hu, Xiaochun Cao, Si Liu, Dan Meng:
Retrieving Objects by Partitioning. 44-54 - Tianran Hu, Eric Bigelow, Jiebo Luo, Henry A. Kautz:
Tales of Two Cities: Using Social Media to Understand Idiosyncratic Lifestyles in Distinctive Metropolitan Areas. 55-66 - Guoshuai Zhao, Xueming Qian, Chen Kang:
Service Rating Prediction by Exploring Social Mobile Users' Geographical Locations. 67-78 - Dinesh Singh, Debaditya Roy, C. Krishna Mohan:
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. 79-90 - Haiying Shen, Guoxin Liu, Haoyu Wang, Nikhil Vithlani:
SocialQ&A: An Online Social Network Based Question and Answer System. 91-106 - Dongfang Zhao, Kan Qiao, Zhou Zhou, Tonglin Li, Zhihan Lu, Xiaohua Xu:
Toward Efficient and Flexible Metadata Indexing of Big Data Systems. 107-117
Volume 3, Number 2, June 2017
- Yu Zheng, Cecilia Mascolo, Cláudio T. Silva:
Guest Editorial: Urban Computing. 124-125 - Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni:
Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport. 126-139 - Xun Tang, Emre Eftelioglu, Dev Oliver, Shashi Shekhar:
Significant Linear Hotspot Discovery. 140-153 - Preeti Goel, Lars Kulik, Kotagiri Ramamohanarao:
Optimal Pick up Point Selection for Effective Ride Sharing. 154-168 - Hoang Nguyen, Wei Liu, Fang Chen:
Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data. 169-180 - Somwrita Sarkar, Sanjay Chawla, Shameem Ahmad, Jaideep Srivastava, Hossam M. Hammady, Fethi Filali, Wassim Znaidi, Javier Borge-Holthoefer:
Effective Urban Structure Inference from Traffic Flow Dynamics. 181-193 - Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau:
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. 194-207 - Shan Jiang, Joseph Ferreira Jr., Marta C. González:
Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore. 208-219 - Emre Çelikten, Géraud Le Falher, Michael Mathioudakis:
Modeling Urban Behavior by Mining Geotagged Social Data. 220-233 - Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, Xiaoru Yuan:
Visual Analysis of Multiple Route Choices Based on General GPS Trajectories. 234-247
Volume 3, Number 3, September 2017
- Subhajit Sidhanta, Wojciech M. Golab, Supratik Mukhopadhyay, Saikat Basu:
Adaptable SLA-Aware Consistency Tuning for Quorum-Replicated Datastores. 248-261 - Yu Chan, Andy J. Wellings, Ian Gray, Neil C. Audsley:
A Distributed Stream Library for Java 8. 262-275 - Pravin Chopade, Justin Zhan:
A Framework for Community Detection in Large Networks Using Game-Theoretic Modeling. 276-288 - Santa Agreste, Pasquale De Meo, Giacomo Fiumara, Giuseppe Piccione, Sebastiano Piccolo, Domenico Rosaci, Giuseppe M. L. Sarnè, Athanasios V. Vasilakos:
An Empirical Comparison of Algorithms to Find Communities in Directed Graphs and Their Application in Web Data Analytics. 289-306 - Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li:
An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data. 307-319 - Yongchao Tian, Ioannis Alagiannis, Erietta Liarou, Anastasia Ailamaki, Pietro Michiardi, Marko Vukolic:
DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data. 320-333 - Bo Wu, Haiying Shen:
Exploiting Efficient Densest Subgraph Discovering Methods for Big Data. 334-348 - Masayo Ota, Huy T. Vo, Cláudio T. Silva, Juliana Freire:
STaRS: Simulating Taxi Ride Sharing at Scale. 349-361 - Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, John A. Stankovic:
Taxi-Passenger-Demand Modeling Based on Big Data from a Roving Sensor Network. 362-374
Volume 3, Number 4, December 2017
- Jun Zhu, An-An Liu, Mei Chen, Tolga Tasdizen, Hang Su:
Special Issue on Biomedical Big Data: Understanding, Learning and Applications. 375-377 - Feng Liu, Jay M. Rosenberger, Yifei Lou, Rahilsadat Hosseini, Jianzhong Su, Shouyi Wang:
Graph Regularized EEG Source Imaging with In-Class Consistency and Out-Class Discrimination. 378-391 - Mohammad-Parsa Hosseini, Dario Pompili, Kost V. Elisevich, Hamid Soltanian-Zadeh:
Optimized Deep Learning for EEG Big Data and Seizure Prediction BCI via Internet of Things. 392-404 - Xiaofeng Zhu, Heung-Il Suk, Heng Huang, Dinggang Shen:
Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers. 405-414 - Angkoon Phinyomark, Esther Ibanez-Marcelo, Giovanni Petri:
Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis. 415-428 - Mingzhong Li, Zhaozheng Yin:
Debugging Object Tracking by a Recommender System with Correction Propagation. 429-442 - Anan Liu, Yao Lu, Mei Chen, Yuting Su:
Mitosis Detection in Phase Contrast Microscopy Image Sequences of Stem Cell Populations: A Critical Review. 443-457 - Weizhi Nie, Huiyun Cheng, Yuting Su:
Modeling Temporal Information of Mitotic for Mitotic Event Detection. 458-469
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