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2019 IEEE International Conference on Big Data and Smart Computing (BigComp)

Feb. 27 2019 to March 2 2019

Kyoto, Japan

ISBN: 978-1-5386-7789-6

Table of Contents

2019 IEEE International Conference on Big Data and Smart Computing (BigComp) - Copyright noticeFreely available from IEEE.pp. 1-1
Chair's MessageFreely available from IEEE.pp. 1-1
Steering CommitteeFreely available from IEEE.pp. 1-1
Organizing CommitteeFreely available from IEEE.pp. 1-2
Program CommitteeFreely available from IEEE.pp. 1-4
External ReviewersFreely available from IEEE.pp. 1-1
Keynote SpeakersFull-text access may be available. Sign in or learn about subscription options.pp. 1-2
by Zachary Ives
Table of ContentsFreely available from IEEE.pp. 1-8
Author IndexFreely available from IEEE.pp. 1-5
Predicting Time-Bounded Purchases During a Mega Shopping FestivalFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Muzhi Guan, Meeyoung Cha, Yong Li, Yue Wang, Jiajie Yu
Topic Model-Based Freshness Estimation Towards Diverse Tweet RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Makoto Yokoyama, Qiang Ma
Polarized Topic Modeling for User Characteristics in Online Discussion CommunityFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Sung-Hwan Kim, Haesung Tak, Hwan-Gue Cho
A Behavioral Facilitation Tweet Detection MethodFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Keiichi Mizuka, Yu Suzuki, Akiyo Nadamoto
Predictive Query Processing Considering the Movement of Both User and ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by So-Hye Yoon, Sehwa Park, Taewan Kim, Jae Won Kim, Seog Park
Magic Cube Bloom Filter: Answering Membership Queries for Multiple SetsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zhouyi Sun, Siang Gao, Bingqing Liu, Yufei Wang, Tong Yang, Bin Cui
P-Index: A Novel Index Based on Prime Factorization for Similarity SearchFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Jianquan Liu, Shoji Nishimura, Takuya Araki
InferSpark: Statistical Inference at ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zhuoyue Zhao, Jialing Pei, Kenny Q. Zhu, Eric Lo, Chris Liu
IDEL: In-Database Neural Entity LinkingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Torsten Kilias, Alexander Löser, Felix Gers, Ying Zhang, Richard Koopmanschap, Martin Kersten
Introspection of Virtual Machine Memory Resource in the Virtualized SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Minho Lee, Sujin Park, Yongju Song, Young Ik Eom
LESS: Logging Exploiting SnapShotFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Hanseung Sung, Minhwa Jin, Mincheol Shin, Hongchan Roh, Wongi Choi, Sanghyun Park
Overlit: New Storage Driver for Localization and SpecializationFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Inhyeok Kim, Kwon Je Oh, Young Ik Eom
Time Series Topic Transition Based on Micro-ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Takako Hashimoto, Takeaki Uno, Tetsuji Kuboyama, Kilho Shin, Dave Shepard
Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by João Pereira, Margarida Silveira
Time Series Link Prediction Using NMFFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Faith W. Mutinda, Atsuhiro Nakashima, Koh Takeuchi, Yuya Sasaki, Makoto Onizuka
Detection of Bursty and Significant Keyphrases from Wikipedia edit historyFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Zihang Chen, Mizuho Iwaihara
Regular Expression Pattern Matching with Sliding Windows cover Probabilistic Event StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Kento Sugiura, Yoshiharu Ishikawa
Categorizing User Sessions at PinterestFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Dorna Bandari, Shuo Xiang, Jolie Martin, Jure Leskovec
Unsupervised Method for Discovering Expert Traders on Social Trading ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zimao Liu, Qiang Ma
A Skipping FP-Tree for Incrementally Intersecting Closed Itemsets in On-Line Stream MiningFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Takumi Nishina, Koji Iwanuma, Yoshitaka Yamamoto
SPENT: A Successive POI Recommendation Method Using Similarity-Based POI Embedding and Recurrent Neural Network with Temporal InfluenceFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Mu-Fan Wang, Yi-Shu Lu, Jiun-Long Huang
Disaggregate Hotel Evaluation by Using Diverse Aspects from User ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Bidur Devkota, Kyoung-Sook Kim, Chenyi Zhuang, Hiroyuki Miyazaki
Transfer Learning from Automatically Annotated Data for Recognizing Named Entities in Recent Generated TextsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Juae Kim, Sangwoo Kang, Youngmin Park, Jungyun Seo
Deep Neural Architectures for Joint Named Entity Recognition and DisambiguationFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Qianwen Wang, Mizuho Iwaihara
Shared Rules: Knowledge Sharing Service by RIF RulesFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Jaehoon Kim, Hojin Seo
Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame SkippingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Sangho Yeo, Sangyoon Oh, Minsu Lee
Towards Robust Compressed Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi Murata
Pre-Training a Neural Model to Overcome Data Scarcity in Relation Extraction from TextFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Seokwoo Jung, Sung-Hyon Myaeng
The Structure of Deep Neural Network for Interpretable Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Dowan Kim, Woohyun Lim, Minye Hong, Hyeoncheol Kim
An Implementation of Health Prediction in SMT Solder Joint via Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yi-Ming Chang, Chia-Chen Wei, Jeffrey Chen, Pack Hsieh
A Downlink Resource Scheduling Strategy for URLLC TrafficFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Shashi Raj Pandey, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong
Cost and Latency Tradeoff in Mobile Edge Computing: A Distributed Game ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Chit Wutyee Zaw, Nway Nway Ei, Han Yeo Reum Im, Yan Kyaw Tun, Choong Seon Hong
Low-Latency K-Means Based Multicast Routing Algorithm and Architecture for Three Dimensional Spiking Neuromorphic ChipsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by The H. Vu, Abderazek Ben Abdallah
A Smart Device Using Low-Cost Sensors to Detect EarthquakesFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Jangsoo Lee, Jae-Seon Kim, Seonhwa Choi, Young-Woo Kwon
An Optimization Scheme for Non-Negative Matrix Factorization Under Probability ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Hiroyoshi Ito, Toshiyuki Amagasa
Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux
Identification of Possible Common Causes by Intrinsic Dimension EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Jing Song, Satoshi Oyama, Masahito Kurihara
Combining Outlier Detection and Reconstruction Error Minimization for Label Noise ReductionFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Weining Zhang, Xiaoyang Tan
Hierarchical Topic Models for Expanding Category HierarchiesFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Kohei Yamamoto, Koji Eguchi, Atsuhiro Takasu
Query-Focused Summarization Enhanced with Sentence Attention MechanismFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Tasuku Kimura, Ryo Tagami, Hisashi Miyamori
Extensive Use of Morpheme Features in Korean Dependency ParsingFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Hwijeen Ahn, Minyoung Seo, Chanmin Park, Juae Kim, Jungyun Seo
Transitivity of Transformation Matrices to Bridge Word Vector Spaces Over TimeFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Katsurou Takahashi, Hiroaki Ohshima
Question Understanding Based on Sentence Embedding on Dialog Systems for Banking ServiceFull-text access may be available. Sign in or learn about subscription options.pp. 1-3
by Kyo-Joong Oh, Ho-Jin Choi, Sungtae Kwon, Suhwan Park
Efficient Encoding and Decoding Extended Geocodes for Massive Point Cloud DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Taehoon Kim, Kyoung-Sook Kim, Jun Lee, Akiyoshi Matono, Ki-Joune Li
Route Recommendation with Dynamic User Preference on Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Juwon Jung, Sehwa Park, Yongjune Kim, Seog Park
Performance Evaluation of Querying Point Clouds in RDBMSFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Gen Ikawa, Yousuke Watanabe, Shunya Yamada, Hiroaki Takada
Balanced Nearest Neighborhood Query in Spatial DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Sang Le, Yuyang Dong, Hanxiong Chen, Kazutaka Furuse
Real-Time Facial Feature Extraction Scheme Using Cascaded NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Hyeonwoo Kim, Hyungjoon Kim, Eenjun Hwang
SpeechLens: A Visual Analytics Approach for Exploring Speech Strategies with Textural and Acoustic FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Linping Yuan, Yuanzhe Chen, Siwei Fu, Aoyu Wu, Huamin Qu
Deep Explanation Model for Facial Expression Recognition Through Facial Action Coding UnitFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Sunbin Kim, Hyeoncheol Kim
Neural Networks for Compressing and Classifying Speaker-Independent Paralinguistic SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Seokhyun Byun, Seunghyun Yoon, Kyomin Jung
Calculation of Average Road Speed Based on Car-to-Car MessagingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Ahmed Ramzy, Ahmed Awad, Amr A. Kamel, Osman Hegazy, Sherif Sakr
Roo: Route Planning Algorithm for Ride Sharing Systems on Large-Scale Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Bilong Shen, Bo Cao, Ying Zhao, Haojia Zuo, Weimin Zheng, Yan Huang
Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Aniekan Essien, Ilias Petrounias, Pedro Sampaio, Sandra Sampaio
Force Arrow 2: A Novel Pseudo-Haptic Interface for Weight Perception in Lifting Virtual ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Jun Lee, Jee-In Kim, HyungSeok Kim
PESSN: Precision Enhancement Method for Semantic Segmentation NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Jungeun Park, Chaewon Shin, Chulyun Kim
Plane Based Visual Odometry for Structural and Low-Texture Environments Using RGB-D SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Ruibin Guo, Dongxiang Zhou, Keju Peng, Yunhui Liu
Multiple Videos Captioning Model for Video StorytellingFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Seung-Ho Han, Bo-Won Go, Ho-Jin Choi
BTBUFood-60: Dataset for Object Detection in Food FieldFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Qiang Cai, Jing Li, Haisheng Li, Yunxuan Weng
Modified VS3-NET for Reading Comprehension and Question Answering with No-AnswersFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Cheoneum Park, Changki Lee
DeepFunNet: Deep Learning for Gene Functional Similarity Network ConstructionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Hongryul Ahn, Seunghyun Son, Sun Kim
Evaluation of Stratified Validation in Neural Network Training with Imbalanced DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Tomoumi Takase, Satoshi Oyama, Masahito Kurihara
Environmental Noise Robustness for Korean Fricatives Using Speech Enhancement Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Soonshin Seo, Minkyu Lim, Donghyun Lee, Hosung Park, Junseok Oh, Daniel Jun Rim, Ji-Hwan Kim
Decoding Two-Class Motor Imagery EEG with Capsule NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Kwon-Woo Ha, Jin-Woo Jeong
Voltage Sag Classification Based on PDT-SVMFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Haoyuan Sha, Chenyu Zhang, Mingming Shi, Jianyong Zheng
Optimized Luminaire Allocation and Configuration with Luminaire Failure CompensationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Chen-Shu Wang, Bo-Yi Li, Chao-Wei Yang, Wei-Chieh Lin, Shang-Chih Hung, Song-Bor Chiang, Chih-Hsuan Tsuei
Quantifying the Presence of Graffiti in Urban EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Eric K. Tokuda, Roberto M. Cesar, Claudio T. Silva
An Electricity Load Forecasting Approach Combining DBN-Based Deep Neural Network and NAR Model for the Integrated Energy SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Pan Yi, Zheng Jianyong, Yang Yun, Zhu Rui, Zhou Cheng, Shi Tian
Economical Energy Storage Systems Scheduling Based on Load Forecasting Using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Seon Hyeog Kim, Gyul Lee, Yong-June Shin
Road Segment Interpolation for Incomplete Road DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Yuya Sasaki, Jiahao Yu, Yoshiharu Ishikawa
A Method for Analyzing Pick-Up/Drop-Off Distribution of Taxi Passengers' in Urban Areas Based on Dynamical Network ViewFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Yirong Zhou, Hao Chen, Ye Wu, Jiangjiang Wu, Jun Li, Luo Chen
People Flow Prediction by Multi-Agent SimulatorFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Daisuke Sato, Tatsushi Matsubayashi, Shoichi Nagano, Hiroyuki Toda
A Tale of Location-Based User AuthenticationFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Eric Falk, Vendel Toth, Alexandre Knaff, Radu State
Diagnosis of Corporate Insolvency Using Massive News Articles for Credit ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 4849-4854
by Hoon Jin, Jeoung-Pyo Hong, Kang-Ho Lee, Dong-Won Joo
Node Scheduling: A Blockchain-Based Node Selection Approach on Sapiens ChainFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Yue Wu, Zhongru Wang, Qiang Ruan, Jinyu Shi, Binxing Fang
Neural Network Based Relation Extraction of Enterprises in Credit Risk ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Chenwei Yan, Xiangling Fu, Weiqiang Wu, Shilun Lu, Ji Wu
Network-Based Feature Extraction Method for Fraud Detection via Label PropagationFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Pengya Zhao, Xiangling Fu, Weiqiang Wu, Da Li, Jing Li
CEAM: A Novel Approach Using Cycle Embeddings with Attention Mechanism for Stock Price PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Mu-Hui Yu, Jheng-Long Wu
An Effective Multi-UAVs-Based Evacuation Guidance Support for Disaster Risk ReductionFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Kenta Katayama, Hideyuki Takahashi, Nobuhide Yokota, Kazuya Sugiyasu, Gen Kitagata, Tetsuo Kinoshita
A Route Search System Considering Urgency and Efficient Coverage Without Complete InformationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Masaki Matsubara, Yuta Nakamura, Nobutaka Suzuki, Munenari Inoguchi, Atsuyuki Morishima
Analysis of Electric Vehicle Route OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Hyunjin Joo, Yujin Lim
A Markov-Based Prediction Algorithm for User Mobility at Heterogeneous Cloud Radio Access NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Hyebin Park, Yujin Lim
Effect of Data Representation Method for Effective Mining of Time Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Kotaro Nakano, Basabi Chakraborty
Earthquake Aftershock Prediction Based Solely on Seismograph DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yuching Lu, Erika Sawada, Goutam Chakraborty
Proactive Service Management in Disaster Recovery Phase with Non-Destructive Benchmarking TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yusuke Tanimura, Kazuto Sasai, Tetsuo Kinoshita
An Analysis of Tweets Posted During 2018 Western Japan Heavy Rain DisasterFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Sanetoshi Yamada, Keisuke Utsu, Osamu Uchida
Investigation into Feasibility of Data Assimilation Approach for Flood Level Estimation Using Temporal-Spatial State Space ModelFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Kei Hiroi, Daisuke Murakami, Kazumi Kurata, Takashi Tashiro
Proposal on Refuge Management System for Large Scale Disaster for Persons Requiring Special Care by Using TriageFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Kosuke Akasaka, Kouki Kanisawa, Toui Kanemaru, Masao Isshiki, Takayo Namba, Keiichi Abe
Applicability Assessment of an Emergency Management Support System “KADAN”Full-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Naoko Kosaka, Akira Koyama, Tsuneko Kura, Kouji Kishi, Tomohiro Kokogawa, Yuji Maeda
Collaboration Mechanism Between Human Administrators and Agent-Oriented Network Management SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Kazuto Sasai, Takuya Hoshino, Ryota Fukutani, Tetsuo Kinoshita
Controlling and Sharing Distributed Data for Implementing Service AllianceFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yasuhito Asano, Zhenjiang Hu, Yasunori Ishihara, Hiroyuki Kato, Makoto Onizuka, Masatoshi Yoshikawa
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