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2020 IEEE International Conference on Big Data and Smart Computing (BigComp)

Feb. 19 2020 to Feb. 22 2020

Busan, Korea (South)

ISBN: 978-1-7281-6034-4

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. 5-17
Chair’s MessageFreely available from IEEE.pp. 18-19
Steering CommitteeFreely available from IEEE.pp. 20-20
Organizing CommitteeFreely available from IEEE.pp. 21-23
Program CommitteeFreely available from IEEE.pp. 24-27
Keynote Speakers [3 abstracts]Full-text access may be available. Sign in or learn about subscription options.pp. 28-31
TutorialsFull-text access may be available. Sign in or learn about subscription options.pp. 32-35
Panel: Data Management for AI-enabled ApplicationsFreely available from IEEE.pp. 36-36
by Tok Wang Ling, Christian Wagner, Ho-Jin Choi, Meeyoung Cha
Citation Recommendations Considering Content and Structural Context EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Yang Zhang, Qiang Ma
A Wide & Deep Learning Sharing Input Data for Regression AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 8-12
by Minkyu Kim, Suan Lee, Jinho Kim
A Constrained K-Nearest Neighbor Approach for Semantic Indoor Trajectory ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 13-16
by Hani Ramadhan, Yoga Yustiawan, Joonho Kwon
Abnormal Detection and Classification in i-Ceramic ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 17-18
by Borin Min, Hok Tin, Aziz Nasridinov, Kwan-Hee Yoo
Identifying Customer Interest from Surveillance Camera Based on Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 19-20
by Jae-Jun Lee, U-ju Gim, Jeong-Hun Kim, Kwan-Hee Yoo, Young-Ho Park, Aziz Nasridinov
Dynamic Facial Emotion Recognition Using Deep Spatial Feature and Handcrafted Spatiotemporal Feature on SparkFull-text access may be available. Sign in or learn about subscription options.pp. 21-27
by Md Azher Uddin, Young-Koo Lee
IntelliBVR - Intelligent Large-Scale Video Retrieval for Objects and Events Utilizing Distributed Deep-Learning and Semantic ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 28-35
by Aftab Alam, Muhammad Numan Khan, Jawad Khan, Young-Koo Lee
FALKON: Large-Scale Content-Based Video Retrieval Utilizing Deep-Features and Distributed In-memory ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 36-43
by Muhammad Numan Khan, Aftab Alam, Young-Koo Lee
A Study of Distributed SDN Controller Based on Apache KafkaFull-text access may be available. Sign in or learn about subscription options.pp. 44-47
by Ju-Hyeon Moon, Yong-Tae Shine
Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 48-54
by Khac-Hoai Nam Bui, Hongsuk Yi
Spatiotemporal Deep Learning Model for Citywide Air Pollution Interpolation and PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 55-62
by Van-Duc Le, Tien-Cuong Bui, Sang-Kyun Cha
Multivariate Time Series Forecasting for Remaining Useful Life of Turbofan Engine Using Deep-Stacked Neural Network and Correlation AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 63-70
by Chang Woo Hong, Kwangsuk Lee, Min-Seung Ko, Jae-Kyeong Kim, Kyungwon Oh, Kyeon Hur
GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power PlantFull-text access may be available. Sign in or learn about subscription options.pp. 71-74
by Yeji Choi, Hyunki Lim, Heeseung Choi, Ig-Jae Kim
Enhanced Android Malware Detection: An SVM-Based Machine Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 75-81
by Hyoil Han, SeungJin Lim, Kyoungwon Suh, Seonghyun Park, Seong-je Cho, Minkyu Park
Multi-hop Hierarchical Graph Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 82-89
by Hui Xue, Xin-Kai Sun, Wei-Xiang Sun
Semi-Supervised Graph Embedding via Multi-instance Kernel LearningFull-text access may be available. Sign in or learn about subscription options.pp. 90-97
by Zhi-Fan Wu, Yu-Feng Li
Graph-Theoretic One-Class Collaborative Filtering using Signed Random Walk with RestartFull-text access may be available. Sign in or learn about subscription options.pp. 98-101
by Yeon-Chang Lee, Daeyoung Park, Jiwon Son, Taeho Kim, Sang-Wook Kim
Unsupervised Image-to-Image Translation with Self-Attention NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 102-108
by Taewon Kang, Kwang Hee Lee
IDNet-A: Variant of DenseNet with Inception-FamilyFull-text access may be available. Sign in or learn about subscription options.pp. 109-112
by Cheol-jin Kim, Young-guk Ha
Performance of Pre-Learned Convolution Neural Networks Applied to Recognition of Overlapping DigitsFull-text access may be available. Sign in or learn about subscription options.pp. 113-116
by Kazuyuki Hara, Daigo Shii, Ryosuke Miyoshi
Benchmarking GPU-Accelerated Edge DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 117-120
by Jongmin Jo, Sucheol Jeong, Pilsung Kang
Ocular-Net: Lite-Residual Encoder Decoder Network for Accurate Ocular Regions Segmentation in Various Sensor ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 121-124
by Rizwan Ali Naqvi, Sang-Woong Lee, Woong-Kee Loh
Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 125-132
by Siyu Zhou, Lin Zhou, Mingxuan Mao, Xinze Xi
Light-Weight Spiking Neuron Processing Core for Large-Scale 3D-NoC Based Spiking Neural Network Processing SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 133-139
by Mark Ogbodo, The Vu, Khanh Dang, Abderazek Abdallah
Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior RegularizationFull-text access may be available. Sign in or learn about subscription options.pp. 140-146
by Bin Liu
Learning How Spectator Reactions Affect Popularity on TwitchFull-text access may be available. Sign in or learn about subscription options.pp. 147-154
by Jeongmin Kim, Kunwoo Park, Hyeonho Song, Jaimie Y. Park, Meeyoung Cha
BCGAN-Based Over-Sampling Scheme for Imbalanced DataFull-text access may be available. Sign in or learn about subscription options.pp. 155-160
by Minjae Son, Seungwon Jung, Jihoon Moon, Eenjun Hwang
Learning Low-Rank Representation for Matrix CompletionFull-text access may be available. Sign in or learn about subscription options.pp. 161-164
by Minsu Kwon, Ho-Jin Choi
A Befitting Image Data Crawling and Annotating System with CNN Based Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 165-168
by Kyu-hong Hwang, Myung-jae Lee, Young-guk Ha
Trainable Multi-contrast Windowing for Liver CT SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 169-172
by Jangho Kwon, Kihwan Choi
The Collective Trip Planning Query Processing Using G-Tree Index StructureFull-text access may be available. Sign in or learn about subscription options.pp. 173-180
by Junkyu Lee, Seog Park
Sequence-Aware Factored Mixed Similarity Model for Next-Item RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 181-188
by Liulan Zhong, Jing Lin, Weike Pan, Zhong Ming
A Fast Algorithm for Weighted Tensor Rank MinimizationFull-text access may be available. Sign in or learn about subscription options.pp. 189-192
by Sanchao Ding
Dual Similarity Learning for Heterogeneous One-Class Collaborative FilteringFull-text access may be available. Sign in or learn about subscription options.pp. 193-196
by Xiancong Chen, Weike Pan, Zhong Ming
Performance Evaluation of Spatial Data Management Systems Using GeoSparkFull-text access may be available. Sign in or learn about subscription options.pp. 197-200
by Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon
Coreference Resolution with Hierarchical Pointer Networks Based on Pointing MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 201-208
by Cheoneum Park, Changki Lee, Hyunki Kim
Online Structural Break Detection for Pairs Trading Using Wavelet Transform and Hybrid Deep Learning ModelFull-text access may be available. Sign in or learn about subscription options.pp. 209-216
by Shen-Hang Huang, Wen-Yueh Shih, Jing-You Lu, Hao-Han Chang, Chao-Hsien Chu, Jun-Zhe Wang, Jiun-Long Huang, Tian-Shyr Dai
Paraphrase Bidirectional Transformer with Multi-task LearningFull-text access may be available. Sign in or learn about subscription options.pp. 217-220
by Bowon Ko, Ho-Jin Choi
Deep Learning-Based Multi-Chatbot Broker for Q&A Improvement of Video Tutoring AssistantFull-text access may be available. Sign in or learn about subscription options.pp. 221-224
by Ozoda Makhkamova, Kang-Hee Lee, KyoungHwa Do, Doohyun Kim
Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NERFull-text access may be available. Sign in or learn about subscription options.pp. 225-228
by Yejin Kim, Juae Kim, Jungyun Seo
Managing Heterogeneous Data on a Big Data Platform: A Multi-criteria Decision Making Model for Data-Intensive ScienceFull-text access may be available. Sign in or learn about subscription options.pp. 229-239
by Gautam Pal, Katie Atkinson, Gangmin Li
Uncertainty-Aware Forecasting of Renewable Energy SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 240-246
by Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez
Green Space and Happiness of Developed CountriesFull-text access may be available. Sign in or learn about subscription options.pp. 247-250
by Seyedeh Farnoosh Hashemi Fesharaki, Ali Behrouz, Jeasurk Yang, Donghee Yvette Wohn, Meeyoung Cha
A Protein Embedding Model for Drug Molecular ScreeningFull-text access may be available. Sign in or learn about subscription options.pp. 251-254
by Chao Che, Min Zhu, Yongjun Zhu, Qiang Zhang, Dongsheng Zhou, Bin Wang
Deep Learning Based Response Generation using Emotion Feature ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 255-262
by Ho-Jin Choi, Young-Jun Lee
An Efficient Reinforcement Learning based Charging Data Delivery Scheme in VANET-Enhanced Smart GridFull-text access may be available. Sign in or learn about subscription options.pp. 263-270
by Guangyu Li, Chen Gong, Lin Zhao, Jinsong Wu, Lila Boukhatem
Solving Arithmetic Word Problems with a Templatebased Multi-Task Deep Neural Network (T-MTDNN)Full-text access may be available. Sign in or learn about subscription options.pp. 271-274
by Donggeon Lee, Gahgene Gweon
Effective Integration of Automatic Word Spacing and Morphological Analysis in KoreanFull-text access may be available. Sign in or learn about subscription options.pp. 275-278
by Hongjin Kim, Harksoo Kim
KoTAB: Korean Template-Based Arithmetic Solver with BERTFull-text access may be available. Sign in or learn about subscription options.pp. 279-282
by Kyung Seo Ki, Dong Geon Lee, Gahgene Gweon
Extracting Principal Smartness Dimensions of Smart Speakers Using Topic Modeling and Sentiment AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 283-286
by Wonbin Park, Seungwoo Choi, Mun Yi
Estimating Revenues of Seoul Commercial Alley Services using Tensor Decomposition & Generating Recommendation SystemFull-text access may be available. Sign in or learn about subscription options.pp. 287-294
by SungJin Park, Suan Lee, Jinho Kim
An AHP/TOPSIS-Based Approach for an Optimal Site Selection of a Commercial Opening Utilizing GeoSpatial DataFull-text access may be available. Sign in or learn about subscription options.pp. 295-302
by Salman Ahmed Shaikh, Mohsin Ali Memon, Milos Prokop, Kyoung-sook Kim
Visual Imputation Analytics for Missing Time-Series Data in Bayesian NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 303-310
by Hanbyul Yeon, Hyesook Son, Yun Jang
Interactive Analytics of Massive Spatial Vector Data via Display-Driven ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 311-314
by Mengyu Ma, Ye Wu, Luo Chen, Jun Li, Ning Jing, Chun Du
GraphWGAN: Graph Representation Learning with Wasserstein Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 315-322
by Rong Yan, Huawei Shen, Cao Qi, Keting Cen, Li Wang
A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 323-329
by Doyeong Hwang, Minji Jeon, Jaewoo Kang
Supplier Impersonation Fraud Detection using Bayesian InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 330-337
by Rémi Canillas, Omar Hasan, Laurent Sarrat, Lionel Brunie
A Way to Explore the Lower Bound of Adversarial PerturbationFull-text access may be available. Sign in or learn about subscription options.pp. 338-341
by Keji Han, Yuxuan Bai, Yun Li
Efficient Mining Closed k-Mers from DNA and Protein SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 342-349
by Jingsong Zhang, Cheng Bi, Yinglin Wang, Tao Zeng, Bo Liao, Luonan Chen
Identifying Cell Type Specific TF Combinatorial Regulation via a Two-Stage Statistical MethodFull-text access may be available. Sign in or learn about subscription options.pp. 350-357
by Kairong Liu, Andrew Hutchins, Yong Wang
PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 358-365
by Yu Huang, Chih-Ling Hsu, Vincent S. Tseng
H-BFQ: Supporting Multi-Level Hierarchical Cgroup in BFQ SchedulerFull-text access may be available. Sign in or learn about subscription options.pp. 366-369
by Kwonje Oh, Jonggyu Park, Young Ik Eom
Importance of Data Distribution on Hive-Based Systems for Query Performance: An Experimental StudyFull-text access may be available. Sign in or learn about subscription options.pp. 370-376
by Hilmi Egemen Ciritoglu, John Murphy, Christina Thorpe
CPartition: a Correlation-Based Space Partitioning for Content-Based Publish/Subscribe Systems with Skewed WorkloadFull-text access may be available. Sign in or learn about subscription options.pp. 377-384
by Daegun Yoon, Gyudong Park, Sangyoon Oh
Transaction-Aware Data Cluster Allocation Scheme for Qcow2-Based Virtual DisksFull-text access may be available. Sign in or learn about subscription options.pp. 385-388
by Minho Lee, Young Ik Eom
Optimal Margin Distribution Machine with Sparsity Inducing PenaltyFull-text access may be available. Sign in or learn about subscription options.pp. 389-392
by Teng Zhang, Hai Jin
Container-Based Coloured Petri-Net Co-simulation FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 393-395
by Iq Reviessay Pulshashi, Hyerim Bae, Riska Asriana Sutrisnowati
A Regular Expression-based DGL for Meaningful Synthetic Data GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 396-401
by Kai Cheng
Gene Expression Prediction using Stacked Temporal Convolutional NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 402-405
by Imam Mustafa Kamal, Nur Ahmad Wahid, Hyerim Bae
Kernel Rotation Forests for ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 406-409
by Jaewoong Shim, Seokho Kang, Sungzoon Cho
How to Reduce Confirmation Bias using Linked Open Data Knowledge RepositoryFull-text access may be available. Sign in or learn about subscription options.pp. 410-416
by Hyun Jung Lee, Bong-Won Park
Intellectual Priority-based Low Latency Data Delivery Scheme for Multi-interface and Multi-channel Devices in Multi-hop Wireless Mesh NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 417-419
by Sung-Hwa Lim, Young-Bae Ko
A Multi-modal Approach for Emotion Recognition of TV Drama Characters Using Image and TextFull-text access may be available. Sign in or learn about subscription options.pp. 420-424
by Jung-Hoon Lee, Hyun-Ju Kim, Yun-Gyung Cheong
Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced Radiology ImageFull-text access may be available. Sign in or learn about subscription options.pp. 425-428
by Jaewoong Kang, Mye Sohn
Ontology-aided Word2vec based Synonym Identification for Ontology AlignmentFull-text access may be available. Sign in or learn about subscription options.pp. 429-431
by Minhwan Kim, Jongmo Kim, Kunyoung Kim, Mye Sohn
Adding Noise Trajectory for Providing Privacy in Data Publishing by VectorizationFull-text access may be available. Sign in or learn about subscription options.pp. 432-434
by Rashid Tojiboev, Wookey Lee, Charles Cheolgi Lee
Finding a Team of Skilled Players Based on HarmonyFull-text access may be available. Sign in or learn about subscription options.pp. 435-437
by Jafar Afshar, Arousha Haghighian Roudsari, Wookey Lee
Visual Object Detection Based LiDAR Point Cloud ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 438-440
by Sualeh Muhammad, Gon-Woo Kim
Moving Object Performance Analysis System Using Multi-camera Video and Position SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 441-445
by Changeun Lee, Gi-Mun Um, Sangjoon Park, Kwang-il Lee
Efficient Calibration Method of Multiple LiDARs on Autonomous Vehicle PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 446-447
by Do-Hyeong Kim, Gon-Woo Kim
Real-Time Multiple Vehicle Turn Signal Detection System Based on Energy RepresentationFull-text access may be available. Sign in or learn about subscription options.pp. 448-451
by Ho-rim Park, Sung-su Jang, Young-guk Ha
A Universal Control System for Self-Driving Car Towards Urban ChallengesFull-text access may be available. Sign in or learn about subscription options.pp. 452-454
by Nam Van Dinh, Young-guk Ha, Gon-Woo Kim
High Quality Training Set Collection using Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 455-458
by Sung Su Jang, Kyu Hong Hwang, Young Guk Ha
Multi-sensor Fusion Towards VINS: A Concise Tutorial, Survey, Framework and ChallengesFull-text access may be available. Sign in or learn about subscription options.pp. 459-462
by Nam Van Dinh, Gon-Woo Kim
Data Augmentation Method of Object Detection for Deep Learning in Maritime ImageFull-text access may be available. Sign in or learn about subscription options.pp. 463-466
by Hyeon-Cheol Shin, Kwang-Il Lee, Chang-Eun Lee
Robustifying Visual Place Recognition with Semantic Scene CategorizationFull-text access may be available. Sign in or learn about subscription options.pp. 467-469
by Saba Arshad, Gon-Woo Kim
Autonomous Driving Control Using End-to-End Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 470-473
by Myoung-jae Lee, Young-guk Ha
A Comparative Study of Recent Real Time Semantic Segmentation Algorithms for Visual Semantic SLAMFull-text access may be available. Sign in or learn about subscription options.pp. 474-476
by Zeeshan Javed, Gon-Woo Kim
Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 477-482
by Shan Ullah, Deok-Hwan Kim
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