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2018 IEEE International Conference on Big Data and Smart Computing (BigComp)

Jan. 15 2018 to Jan. 17 2018

Shanghai, China

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of contentsFreely available from IEEE.pp. 5-20
Chair's MessageFreely available from IEEE.pp. 21-21
Steering CommitteeFreely available from IEEE.pp. 22-22
Organizing CommitteeFreely available from IEEE.pp. 23-24
Program CommitteeFreely available from IEEE.pp. 25-30
Keynote SpeakersFull-text access may be available. Sign in or learn about subscription options.pp. 31-33
History-Based Article Quality Assessment on WikipediaFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shiyue Zhang, Zheng Hu, Chunhong Zhang, Ke Yu
Visual Analysis of Spatio-Temporal Distribution and Retweet Relation in Weibo EventFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Haisheng Li, Xunge Liang, Xuan Song, Qiang Cai
Analysis of Behavior Patterns to Identify Nicknames of a User in Online CommunityFull-text access may be available. Sign in or learn about subscription options.pp. 17-24
by Sang-Hyun Park, So-Hye Yoon, Juwon Jeong, Sehwa Park, Seog Park
MPPR: Multi Perspective Page Rank for User Influence EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 25-29
by Lifang Wu, Bowen Yang, Meng Jian, Jitao Sang, Dai Zhang, Lei Zhang
Boosting VLAD with Weighted Fusion of Local DescriptorsFull-text access may be available. Sign in or learn about subscription options.pp. 30-36
by Cong Zhang, Qingjie Zhao, Hao Liu, Sa Jia, Jianwei Zhang
Population Density-Based Hospital Recommendation with Mobile LBS Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 37-44
by Hanqing Chao, Yuan Cao, Junping Zhang, Fen Xia, Ye Zhou, Hongming Shan
Understanding Travel Patterns of Tourists from Mobile Phone Data: A Case Study in HainanFull-text access may be available. Sign in or learn about subscription options.pp. 45-51
by Qingqing Chen, Zheng Hu, Hang Su, Xiaosheng Tang, Ke Yu
Optimal Frame-Level Bit Allocation in HEVC with Distortion Dependency ModelFull-text access may be available. Sign in or learn about subscription options.pp. 52-57
by Wei Li, Fan Zhao, Erhu Zhang, Peng Ren
Sequence Translating Model Using Deep Neural Block Cascade Network: Taking Protein Secondary Structure Prediction as an ExampleFull-text access may be available. Sign in or learn about subscription options.pp. 58-65
by Yu Hu, Tiezheng Nie, Derong Shen, Ge Yu
ANE: Network Embedding via Adversarial AutoencodersFull-text access may be available. Sign in or learn about subscription options.pp. 66-73
by Yang Xiao, Ding Xiao, Binbin Hu, Chuan Shi
Non-negative Paratuck2 Tensor Decomposition Combined to LSTM Network for Smart Contracts ProfilingFull-text access may be available. Sign in or learn about subscription options.pp. 74-81
by Jeremy Charlier, Radu State, Jean Hilger
T-CONV: A Convolutional Neural Network for Multi-scale Taxi Trajectory PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 82-89
by Jianming Lv, Qing Li, Qinghui Sun, Xintong Wang
A Decision Making Method Based on TOPSIS and Considering the Social RelationshipFull-text access may be available. Sign in or learn about subscription options.pp. 90-97
by Nan Xiang, Chin-wan Chung, Siwei Shang
Community Detection Based on Co-regularized Nonnegative Matrix Tri-Factorization in Multi-view Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 98-105
by Longqi Yang, Liangliang Zhang, Zhisong Pan, Guyu Hu, Yanyan Zhang
SSS: An Accurate and Fast Algorithm for Finding Top-k Hot Items in Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 106-113
by Junzhi Gong, Deyu Tian, Dongsheng Yang, Tong Yang, Tuo Dai, Bin Cui, Xiaoming Li
Estimating the Clustering Coefficient of a Social Network by a Non-backtracking Random WalkFull-text access may be available. Sign in or learn about subscription options.pp. 114-118
by Kenta Iwasaki, Kazuyuki Shudo
Sentiment Analysis for Microblog Related to Finance Based on Rules and ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 119-126
by Danfeng Yan, Bo Hu, Jiafeng Qin
Research on Automated Modeling Algorithm Using Association Rules for Traffic AccidentsFull-text access may be available. Sign in or learn about subscription options.pp. 127-132
by Zhen Gao, Ruifeng Pan, Rongjie Yu, Xuesong Wang
Reactive Behavioral Strategy for Unmanned Ground Vehicle Under Liner Temporal Logic SpecificationsFull-text access may be available. Sign in or learn about subscription options.pp. 133-140
by Liangguo Liu, Jun Peng, Xiaoyong Zhang, Rui Zhang, Bin Chen, Kai Gao, Yingze Yang
Distributed H 2 /H infinity Consensus Control and Iterative Approach for Multi-agent Systems with Directed GraphFull-text access may be available. Sign in or learn about subscription options.pp. 141-146
by Yichao Ao, Yingmin Jia
Sensor-Based Mobile Robot Navigation via Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 147-154
by Seung-Ho Han, Ho-Jin Choi, Philipp Benz, Jorge Loaiciga
Coverage Analysis in TD-LTE Wireless Private Networks for Power Systems: A 3D Ray-Tracing ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 155-162
by Weiwei Miao, Jingping Yin, Chengling Jiang, Lei Wei, Xiangdong Chen, Bo Guo, Wei Li, Rui Liu, Jia Yu, Wen Ye
PPQAR: Parallel PSO for Quantitative Association Rule MiningFull-text access may be available. Sign in or learn about subscription options.pp. 163-169
by Danfeng Yan, Xuan Zhao, Rongheng Lin, Demeng Bai
Ensemble Strategy for Hard Classifying Samples in Class-Imbalanced Data SetFull-text access may be available. Sign in or learn about subscription options.pp. 170-175
by Yingze Yang, Pengcheng Xiao, Yijun Cheng, Weirong Liu, Zhiwu Huang
Fine-Grained Probability Counting: Refined LogLog AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 176-183
by Lun Wang, Zekun Cai, Hao Wang, Jie Jiang, Tong Yang, Bin Cui, Xiaoming Li
Transient Identification: Shortening Identification Delay and Enhancing Identification Rate by Selecting the Optimal Moving Window SizeFull-text access may be available. Sign in or learn about subscription options.pp. 184-189
by Shuqiao Zhou, Chao Guo, Xiaojin Huang
Ensemble Clustering Using Maximum Relative Density PathFull-text access may be available. Sign in or learn about subscription options.pp. 190-197
by Ernan Li, Qingyong Li, Yangli-ao Geng, Min Zheng, Shiqing Wan
Energy Efficient and Deadline Satisfied Task Scheduling in Mobile Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 198-205
by Chaogang Tang, Shuo Xiao, Xianglin Wei, Mingyang Hao, Wei Chen
Power Savings with CoMP Technology in Cellular NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 206-212
by Linjing Zhao, Xiaonan Zhang, Ying Han, Kang G. Shin
Load Balancing with Load Threshold Adjustment in Structured P2PFull-text access may be available. Sign in or learn about subscription options.pp. 213-218
by Kyoungsoo Bok, Jonghyeon Yoon, Jongtae Lim, Jaesoo Yoo
A Short-Term Electric Load Forecasting Scheme Using 2-Stage Predictive AnalyticsFull-text access may be available. Sign in or learn about subscription options.pp. 219-226
by Jihoon Moon, Kyu-Hyung Kim, Yongsung Kim, Eenjun Hwang
Semantic Channel and Shannon Channel Mutually Match and Iterate for Tests and Estimations with Maximum Mutual Information and Maximum LikelihoodFull-text access may be available. Sign in or learn about subscription options.pp. 227-234
by Chenguang Lu
Attribute Weighting and Samples Sampling for Collaborative FilteringFull-text access may be available. Sign in or learn about subscription options.pp. 235-241
by Zhaowei Qu, Jingjing Yao, Xiaoru Wang, Sixing Yin
Local Standard Deviation Spectral ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 242-250
by Juanying Xie, Ying Zhou, Lijuan Ding
XGBoost Classifier for DDoS Attack Detection and Analysis in SDN-Based CloudFull-text access may be available. Sign in or learn about subscription options.pp. 251-256
by Zhuo Chen, Fu Jiang, Yijun Cheng, Xin Gu, Weirong Liu, Jun Peng
MR-Mafia: Parallel Subspace Clustering Algorithm Based on MapReduce for Large Multi-dimensional DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 257-262
by Zhipeng Gao, Yidan Fan, Kun Niu, Zhenyi Ying
Pseudo-Labeling Using Gaussian Process for Semi-Supervised Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 263-269
by Zhun Li, ByungSoo Ko, HoJin Choi
An Evaluation Mechanism Based on HDFS in Unstable Network EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 270-277
by Xiaoyu Jin, Xilin Ji, Yang Yang, Zhipeng Gao, Xuesong Qiu
Single Hash: Use One Hash Function to Build Faster Hash Based Data StructuresFull-text access may be available. Sign in or learn about subscription options.pp. 278-285
by Xiangyang Gou, Chenxingyu Zhao, Tong Yang, Lei Zou, Yang Zhou, Yibo Yan, Xiaoming Li, Bin Cui
Research on Real-Time Prediction of Large Scale Datasets Based on Feature Vectors and Fuzzy Parameter Self-tuning SVR AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 286-292
by Yafeng Chen, Xiaoming Zhang, Guoqing Cao
GLM+: An Efficient System for Generalized Linear ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 293-300
by Lele Yu, Lingyu Wang, Yingxia Shao, Long Guo, Bin Cui
A Fast Content-Based Spam Filtering Algorithm with Fuzzy-SVM and K-meansFull-text access may be available. Sign in or learn about subscription options.pp. 301-307
by Shengnan Wang, Xiaoyong Zhang, Yijun Cheng, Fu Jiang, Wentao Yu, Jun Peng
Converged Recommendation System Based on RNN and BP Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 308-313
by ZhaoWei Qu, Shuqiang Zheng, Xiaoru Wang, Xiaomin Song, Baiwei Li, Xiaohui Song
Research on the Cascade Pedestrian Detection Model Based on LDCF and CNNFull-text access may be available. Sign in or learn about subscription options.pp. 314-320
by Zhonggui Ma, Pan-pan Gao
Optimization Method of Residual Networks of Residual Networks for Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 321-325
by Ke Zhang, Liru Guo, Ce Gao
Efficient Optimization and Hardware Acceleration of CNNs towards the Design of a Scalable Neuro inspired Architecture in HardwareFull-text access may be available. Sign in or learn about subscription options.pp. 326-332
by The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek Ben Abdallah
Online Video Object Segmentation Based on Region and Edge ConsistencyFull-text access may be available. Sign in or learn about subscription options.pp. 333-339
by Jingjing Ma, Qingjie Zhao, Peng Lv, Jimmy T. Mbelwa, Hao Liu, Jianwei Zhang
iHDViewer: A Visualization Tool for Tracking HDFull-text access may be available. Sign in or learn about subscription options.pp. 340-347
by Wenbo Wang, Xi Luo, Liangfu Lu, Youyi Zheng
The Cramér-InfoGAN and Partial Inverse Filter System for Unsupervised Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 348-353
by Shikun Zhang, Xiaoxue Feng, Yufeng Ji, Feng Pan
A QoE Estimation Model Considering Video Popularity for Video Streaming ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 354-359
by Mengyu Gao, Wen'an Zhou, Zheng Hu
iDiscard: Enhanced Discard() Scheme for Flash Storage DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 360-366
by Dong Hyun Kang, Young Ik Eom
Hardware Transactional Memory Based on Abort Prediction and Adaptive Retry Policy for Multi-Core In-Memory DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 367-374
by Hyeong-Jin Kim, Mun-Hwan Kang, Yeon-Woo Chang, Min Yoon, Jae-Woo Chang
SciDFS: An In-Situ Processing System for Scientific Array Data Based on Distributed File SystemFull-text access may be available. Sign in or learn about subscription options.pp. 375-382
by Donghyoung Han, Yoon-Min Nam, Min-Soo Kim, Kyongseok Park, Sunggeun Han
Accelerating Storage Performance with NVRAM by Considering Application's I/O CharacteristicsFull-text access may be available. Sign in or learn about subscription options.pp. 383-389
by Jisun Kim, Hyokyung Bahn
Class-Specific Word Embedding through Linear CompositionalityFull-text access may be available. Sign in or learn about subscription options.pp. 390-397
by Sicong Kuang, Brian D. Davison
Article Impact Value for Nearby Citation Network AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 398-403
by Abdulrhman M. Alshareef, Mohammed F. Alhamid, Abdulmotaleb El Saddik
Unlabeled Text Classification Optimization Algorithm Based on Active Self-Paced LearningFull-text access may be available. Sign in or learn about subscription options.pp. 404-409
by Tingyi Zheng, Li Wang
A Temporal and Topic-Aware Recommender ModelFull-text access may be available. Sign in or learn about subscription options.pp. 410-417
by Dandan Song, Lifei Qin, Mingming Jiang, Lejian Liao
LSTM Networks for Vessel Traffic Flow Prediction in Inland WaterwayFull-text access may be available. Sign in or learn about subscription options.pp. 418-425
by Zhaoqing Xie, Qing Liu
A Map Matching Algorithm for Complex Road Conditions Based on Base Station DataFull-text access may be available. Sign in or learn about subscription options.pp. 426-431
by Boda Han, Xiaosheng Tang, Zheng Hu, Ke Yu
Optimal Index Partitioning of Main-Memory Based TPR*-Tree for Real-Time Tactical Moving ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 432-439
by Jiwan Lee, Bonghee Hong, Jaegi Hong, Chumsoo Kim, Woo Chan Kim
Hybrid Indexing Consisting of TPR*-Tree and Hash Map for Real-Time Update and Query of Tactical Moving ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 440-447
by Sunghoon Jung, Chumsu Kim, Jiwan Lee, Bonghee Hong
Scale-Invariant Wave Kernel Signature for Non-Rigid 3D Shape RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 448-454
by Haisheng Li, Li Sun, Xiaoqun Wu, Qiang Cai
Development of Stock Correlation Network Models Using Maximum Likelihood Method and Stock Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 455-461
by Xue Guo, Hu Zhang, Feng Jiang, Tianhai Tian
Quality Traceability of Converter Steelmaking Based on Adaptive Feature Selection and Multiple Linear RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 462-468
by Xiaojuan Ban, Yulian Chen
Classification of Both Seizure and Non-Seizure Based on EEG Signals Using Hidden Markov ModelFull-text access may be available. Sign in or learn about subscription options.pp. 469-474
by Miran Lee, Inchan Youn, Jaehwan Ryu, Deok-Hwan Kim
Artificial Landmarks to Facilitate Spatial Learning and Recalling for Curved Visual Wall Layout in Virtual RealityFull-text access may be available. Sign in or learn about subscription options.pp. 475-482
by BoYu Gao, HyungSeok Kim, Byungmoon Kim, Jee-In Kim
Bike-Sharing Dynamic Scheduling Model Based on Spatio-Temporal GraphFull-text access may be available. Sign in or learn about subscription options.pp. 483-486
by Dianhui Mao, Ziqin Li, Haisheng Li, Fan Wang
Semantic Enrichment of Twitter News for Differentiated STEAM EducationFull-text access may be available. Sign in or learn about subscription options.pp. 487-490
by Yongsung Kim, Seonmi Ji, Seungwon Jung, Jihoon Moon, Eenjun Hwang
Contextual-CNN: A Novel Architecture Capturing Unified Meaning for Sentence ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 491-494
by Joongbo Shin, Yanghoon Kim, Seunghyun Yoon, Kyomin Jung
Spline: Spark Lineage, not only for the Banking IndustryFull-text access may be available. Sign in or learn about subscription options.pp. 495-498
by Jan Scherbaum, Marek Novotny, Oleksandr Vayda
Retention Time Based Data Management Policy for Improving the Lifespan of SSDsFull-text access may be available. Sign in or learn about subscription options.pp. 499-502
by Yongju Song, Minho Lee, Young Ik Eom
A Storm-Based Sampling System for Multi-source Stream EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 503-506
by Wonhyeong Cho, Myeong-Seon Gil, Sanghun Lee, Yang-Sae Moon
Full Cycle Campus Life of College Students: A Big Data Case in ChinaFull-text access may be available. Sign in or learn about subscription options.pp. 507-512
by Benyou Wang, Kaihe Deng, Weiwei Wei, Sihai Zhang, Wuyang Zhou, Shui Yu
A Fast Density Peaks Clustering Algorithm Based on Pre-ScreeningFull-text access may be available. Sign in or learn about subscription options.pp. 513-516
by Xiao Xu, Shifei Ding, Tongfeng Sun
Explicit Content Detection in Music Lyrics Using Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 517-521
by Hyojin Chin, Jayong Kim, Yoonjong Kim, Jinseop Shin, Mun. Y. Yi
Image Analogy with Gaussian ProcessFull-text access may be available. Sign in or learn about subscription options.pp. 522-525
by Chan-Yong Park, Han-Gyu Kim, Dong-Keon Lee, Zhun Li, Seung-Ho Han, Ho-Jin Choi
Static Correlative Filter Based Convolutional Neural Network for Visual Question AnsweringFull-text access may be available. Sign in or learn about subscription options.pp. 526-529
by Lijun Chen, Qinyu Li, Hanli Wang, Yu Long
Predicting Emotion in Movie Scripts Using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 530-532
by Dong-Min Kim, Seong-Ho Lee, Yun-Gyung Cheong
A Short-Term Traffic Flow Prediction Method Based on Kernel Extreme Learning MachineFull-text access may be available. Sign in or learn about subscription options.pp. 533-536
by Yi-ming Xing, Xiao-juan Ban, Ruoyi Liu
Dialogue Act Classification Model Based on Deep Neural Networks for a Natural Language Interface to Databases in KoreanFull-text access may be available. Sign in or learn about subscription options.pp. 537-540
by Minkyoung Kim, Harksoo Kim
Pseudo Random Number Generation Using LSTMs and Irrational NumbersFull-text access may be available. Sign in or learn about subscription options.pp. 541-544
by Young-Seob Jeong, Kyojoong Oh, Chung-Ki Cho, Ho-Jin Choi
An Efficient Triangle Enumeration on Parallel and Distributed FrameworksFull-text access may be available. Sign in or learn about subscription options.pp. 545-548
by Hongyeon Kim, Seunghee Kim, Jun-Ki Min
MMDBC: Density-Based Clustering Algorithm for Mixed Attributes and Multi-dimension DataFull-text access may be available. Sign in or learn about subscription options.pp. 549-552
by Haizhou Du, Wei Fang, Haining Huang, Shuqing Zeng
Attribute Extraction by Combing Feature Ranking and Sequence LabelingFull-text access may be available. Sign in or learn about subscription options.pp. 553-556
by Bin Peng, Xiaoming Zhang, Yueying He, Zhoujun Li
Video Retrieval Based on Image Queries Using THOG for Augmented Reality EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 557-560
by Joolekha bibi Joolee, Young-Koo Lee
An Ontology-Based Semantic Similarity Computation ModelFull-text access may be available. Sign in or learn about subscription options.pp. 561-564
by Yuehua Yang, Yuan Ping
Recursive Filtering for Complex Networks Against Random Deception AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 565-568
by Cong Meng, Wenling Li
A Cooperative Interference Eliminated Mechanism in MIMO SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 569-572
by Xiaoshuai Zhao, Xiaoyong Zhang, Shuo Li, Fu Jiang, Jun Peng
Global A* for Pedestrian Room Evacuation SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 573-577
by Jing Liu, Xiao Song, Jinghan Sun, Ziping Xie
Deep Manifold Embedding Active Shape Model for Pose Invarient Face TrackingFull-text access may be available. Sign in or learn about subscription options.pp. 578-581
by In-Ho Choi, Yong-Guk Kim
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