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2021 IEEE International Conference on Big Data and Smart Computing (BigComp)

Jan. 17 2021 to Jan. 20 2021

Jeju Island, Korea (South)

ISBN: 978-1-7281-8924-6

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. 5-13
Welcome Message from the ChairsFreely available from IEEE.pp. 14-15
Steering CommitteeFreely available from IEEE.pp. 16-16
Organizing CommitteeFreely available from IEEE.pp. 17-19
Program CommitteeFreely available from IEEE.pp. 20-22
Keynote Speakers [3 abstracts]Full-text access may be available. Sign in or learn about subscription options.pp. 23-28
Big Data Lakes: Models, Frameworks, and TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Alfredo Cuzzocrea
Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache SparkFull-text access may be available. Sign in or learn about subscription options.pp. 5-12
by Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon
Expressive Rule Pattern Based Compression with Ranking in Horn Rules on RDF Style KBFull-text access may be available. Sign in or learn about subscription options.pp. 13-19
by Tangina Sultana, Young-Koo Lee
Partial Tiering: A Hybrid Merge Policy for Log Structured Key-Value StoresFull-text access may be available. Sign in or learn about subscription options.pp. 20-23
by Hoyoung Lee, Minho Lee, Young Ik Eom
A Complete and Fast Scraping Method for Collecting TweetsFull-text access may be available. Sign in or learn about subscription options.pp. 24-27
by Jaebeom You, Jaekyu Lee, Hyuk-Yoon Kwon
Task-oriented Approach to Guide Visually Impaired People During Smart Device UsageFull-text access may be available. Sign in or learn about subscription options.pp. 28-35
by Peerapon Akkapusit, In-Young Ko
Hand and Fingertip Detection for Game-Based Hand RehabilitationFull-text access may be available. Sign in or learn about subscription options.pp. 36-43
by Nattarika Potigutsai, Ohm Sornil
DeepTrace: Improving Pandemic Health Care by Identifying Disparities and DeterminantsFreely available from IEEE.pp. 44-47
by Jinwei Liu, Richard A. Alo, Yohn Jairo Parra Bautista
Behavior Analysis of Pandemic Source Media CommunicationsFreely available from IEEE.pp. 48-51
by Yohn Jairo Parra Bautista, Jinwei Liu, Richard Aló
Intelligent Teaching Evaluation System Integrating Facial Expression and Behavior Recognition in Teaching VideoFull-text access may be available. Sign in or learn about subscription options.pp. 52-59
by Zheng Chen, Meiyu Liang, Wanying Yu, Yongkang Huang, Xiaoxiao Wang
Adversarial Signal Augmentation for CNN-LSTM to Classify Impact Noise in AutomobilesFull-text access may be available. Sign in or learn about subscription options.pp. 60-64
by Seok-Jun Bu, Hyung-Jun Moon, Sung-Bae Cho
Minipatch Learning as Implicit Ridge-Like RegularizationFull-text access may be available. Sign in or learn about subscription options.pp. 65-68
by Tianyi Yao, Daniel LeJeune, Hamid Javadi, Richard G. Baraniuk, Genevera I. Allen
A Neighborhood Deep Neural Network Model using Sliding Window for Stock Price PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 69-74
by Huyen Giang Thi Thu, Thuy Nguyen Thanh, Tai Le Quy
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 75-78
by Mohammad Taha Toghani, Genevera I. Allen
Personalized Customer Churn Analysis with Long Short-Term MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 79-82
by Ahmet Tuğrul Bayrak, Asmin Alev Aktaş, Okan Tunalı, Orkun Susuz, Neşe Abbak
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in ExemplarsFull-text access may be available. Sign in or learn about subscription options.pp. 83-90
by Tien-Cuong Bui, Van-Duc Le, Hai-Thien To, Sang Kyun Cha
Cluster-aware Semantic Vector Learning using BERT in Natural Language UnderstandingFull-text access may be available. Sign in or learn about subscription options.pp. 91-98
by Sangkeun Jung, Sungsu Lim
How to Prevent Cross-texting in Mobile Messengers Using Honorifics Features in Korean TextFull-text access may be available. Sign in or learn about subscription options.pp. 99-105
by Da-Young Lee, Hwan-Gue Cho
Performance Comparison of Spoken Language Detection Models with Embedding ReplacementFull-text access may be available. Sign in or learn about subscription options.pp. 106-109
by Hyeonjong Kim, Juhong Namgung, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon
Inaugural Speech Classification with Named Entities and Key PhrasesFull-text access may be available. Sign in or learn about subscription options.pp. 110-113
by Hyoil Han, SeungJin Lim
Generate Individually Optimized BlendshapesFull-text access may be available. Sign in or learn about subscription options.pp. 114-120
by Ju Hee Han, Jee-In Kim, Hyungseok Kim, Jang Won Suh
Industrial Fault Diagnosis using Hilbert Transform and Texture FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 121-128
by Mahe Zabin, Ho-Jin Choi, Jia Uddin, Md. Hasan Furhad, Abu.Barkat Ullah
Bigdata Enabled Realtime Crowd Surveillance Using Artificial Intelligence And Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 129-132
by Logesh Rajendran, R Shyam Shankaran
A Decentralized Game Theoretic Approach for Energy-aware Resource Management in Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 133-136
by Chit Wutyee Zaw, Choong Seon Hong
Discovering Business Problems Using Problem Hypotheses: A Goal-Oriented and Machine Learning-Based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 137-140
by Robert Ahn, Ronaldo Gonçalves Junior, Tom Hill, Lawrence Chung, Sam Supakkul, Liping Zhao
Attention on Personalized Clinical Decision Support System: Federated Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 141-147
by Chu Myaet Thwal, Kyi Thar, Ye Lin Tun, Choong Seon Hong
Input Bias in Rectified Gradients and Modified Saliency MapsFull-text access may be available. Sign in or learn about subscription options.pp. 148-151
by Lennart Brocki, Neo Christopher Chung
Comparison and Analysis of Embedding Methods for Patent DocumentsFull-text access may be available. Sign in or learn about subscription options.pp. 152-155
by Arousha Haghighian Roudsari, Jafar Afshar, Suan Lee, Wookey Lee
Shotifier: A Binary Shot Conversion Classifier Pipeline for Football ForwardsFull-text access may be available. Sign in or learn about subscription options.pp. 156-163
by Ashish Chouhan, Ajinkya Prabhune, Ankit Raj, Darshan Chandra, Sindhu Subramanya, Mahaveer Asangi, Sree Ganesh Thottempudi
Federated Learning based Energy Demand Prediction with Clustered AggregationFull-text access may be available. Sign in or learn about subscription options.pp. 164-167
by Ye Lin Tun, Kyi Thar, Chu Myaet Thwal, Choong Seon Hong
Dual-pathway Attention based Supervised Adversarial Hashing for Cross-modal RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 168-171
by Xiaoxiao wang, Meiyu Liang, Xiaowen Cao, Junping Du
VEST: Very Sparse Tucker Factorization of Large-Scale TensorsFull-text access may be available. Sign in or learn about subscription options.pp. 172-179
by Moonjeong Park, Jun-Gi Jang, Lee Sael
Realistic Indoor Trajectory Generation Based on Delaunay GraphFull-text access may be available. Sign in or learn about subscription options.pp. 180-187
by Passaniti Davide, Lutfillohonov Shahrullohon, Joonho Kwon
A Hub-based Graph Management for Efficient Repetition Path TraversingFull-text access may be available. Sign in or learn about subscription options.pp. 188-191
by Kazuma Kusu, Kenji Hatano
Predicting Revenues of Seoul Commercial Alley using Neural Tensor FactorizationFull-text access may be available. Sign in or learn about subscription options.pp. 192-195
by Minkyu Kim, Suan Lee
Air Quality Prediction with 1-Dimensional Convolution and Attention on Multi-modal FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 196-202
by Junyoung Choi, Joonyoung Kim, Kyomin Jung
Discovering Research Areas from Patents: A Case Study in Autonomous Vehicles IndustryFull-text access may be available. Sign in or learn about subscription options.pp. 203-209
by Jindeuk Ko, Jooyeoun Lee
Topological Data Analysis for Classification of Heart Disease DataFull-text access may be available. Sign in or learn about subscription options.pp. 210-213
by Fatima Ali Aljanobi, Jeongkyu Lee
Easy Data Augmentation for Improved Malware Detection: A Comparative StudyFull-text access may be available. Sign in or learn about subscription options.pp. 214-218
by Jangseong Bae, Changki Lee
A Secure and Efficient Query Processing Algorithm Over Encrypted Database in Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 219-225
by Hyeong-Jin Kim, Hyeon-Jo Lee, Jae-Woo Chang
Preventing Enclave Malware with Intermediate Enclaves on Semi-honest Cloud PlatformsFull-text access may be available. Sign in or learn about subscription options.pp. 226-232
by Soo Jung Moon, Hoorin Park, Wonjun Lee
Smart Energy Management System based on Reconfigurable AI Chip and Electrical VehiclesFull-text access may be available. Sign in or learn about subscription options.pp. 233-238
by Huakun Huang, Mark Ogbodo, Zhishang Wang, Chen Qiu, Masayuki Hisada, Abderazek Ben Abdallah
Smartphone Sensor Data Augmentation for Automatic Road Surface Assessment Using a Small Training DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 239-245
by Budi Darma Setiawan, Uwe Imre Serdült, Victor Kryssanov
A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 246-251
by Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong
A multi-objective optimization framework for online ridesharing systemsFull-text access may be available. Sign in or learn about subscription options.pp. 252-259
by Hamed Javidi, Dan Simon, Ling Zhu, Yan Wang
Conceptual Modeling and Smart Computing for Big Transportation DataFull-text access may be available. Sign in or learn about subscription options.pp. 260-267
by Carson K. Leung, Yan Wen, Hao Zheng
STFNet: Image Classification Model Based on Balanced Texture and Shape FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 268-274
by Kyu-hong Hwang, Ho-rim Park, Young-guk Ha
An Object Detection Model Robust to Out-of-Distribution DataFull-text access may be available. Sign in or learn about subscription options.pp. 275-278
by Ho-rim Park, Kyu-hong Hwang, Young-guk Ha
Multi-Reference Based Target Tracking for TDOA SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 279-282
by Jaeuk Baek, ChangEun Lee, Sangjoon Park
Experimental Analysis Based on Binary Classification to Distinguish the Authenticity of Text with Social Network DataFull-text access may be available. Sign in or learn about subscription options.pp. 283-286
by Seungwon Do, Junseong Bang
Learning Video Correspondence using Appearance Module for Target TrackingFull-text access may be available. Sign in or learn about subscription options.pp. 287-290
by Jin-mo Choi, Jeany Son, Sangjoon Park
Hidden Enemy Visualization using Fast Panoptic Segmentation on BattlefieldsFull-text access may be available. Sign in or learn about subscription options.pp. 291-294
by Jeany Son, Soyeon Lee
Simulated Intensity Rendering of 3D LiDAR using Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 295-297
by Seung-chan Mok, Gon-woo Kim
Mapless Navigation with Deep Reinforcement Learning based on The Convolutional Proximal Policy Optimization NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 298-301
by Nguyen Duc Toan, Kim Gon Woo
Solid-State LiDAR based-SLAM: A Concise Review and ApplicationFull-text access may be available. Sign in or learn about subscription options.pp. 302-305
by Dinh Van Nam, Kim Gon-Woo
Multiple 3D LiDARs Extrinsic Parameter Estimation Method Using Plane FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 306-308
by Do-hyeong Kim, Gon-Woo Kim
Sparse Feature Learning for Human Activity RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 309-312
by Shan Ullah, Deok-Hwan Kim
Multilingual Speech Synthesis for Voice CloningFull-text access may be available. Sign in or learn about subscription options.pp. 313-316
by Jiwon Seong, WooKey Lee, Suan Lee
Flexible and Wearable PEDOT-Paper Pressure Sensor for Detecting Human VoiceFull-text access may be available. Sign in or learn about subscription options.pp. 317-320
by Busra Ozlu, Bong Sup Shim
A Peer Learning Method for Building Robust Text Classification ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 321-324
by Hyun-Kyu Jeon, Yun-Gyung Cheong
Source Model Selection for Transfer Learning of Image Classification using Supervised Contrastive LossFull-text access may be available. Sign in or learn about subscription options.pp. 325-329
by Young-Seong Cho, Samuel Kim, Jee-Hyong Lee
10.76 TOPS/W CNN Algorithm Circuit using Processor-In-Memory with 8T-SRAMFull-text access may be available. Sign in or learn about subscription options.pp. 330-333
by Kyung Do Park, Dong Gyun Kim, Young Gun Pu, Kang-Yoon Lee
Regularization with Multiple Feature Combination for Few-Shot LearningFull-text access may be available. Sign in or learn about subscription options.pp. 334-337
by Su Been Lee, Jun Ho Park, Ji Young Kim, Seung Yeol Lee, Jae-Pil Heo
An Empirical Study for Class Imbalance in Extreme Multi-label Text ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 338-341
by Sangwoo Han, Chan Lim, Bonggeon Cha, Jongwuk Lee
CHNE: Context-aware Heterogeneous Network EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 342-345
by Jihyeong Park, Suan Lee, Jinho Kim
QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 346-349
by Deepak Kumar, Nalin Kumar, Subhankar Mishra
Text Style Transfer Using DRG Framework of Combined Retrieval StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 350-353
by Na-Dan Hong, Qiang Ma, Young-Seob Jeong
Comparative Study of Emotion Annotation Approaches in Korean DialogueFull-text access may be available. Sign in or learn about subscription options.pp. 354-357
by Young-Jun Lee, Ho-Jin Choi
Pattern-Wise Embedding System for Scalable Time-series DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 358-361
by Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn
A Framework of Callbot for Dialogue Process in Seperated NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 362-364
by Kyo-Joong Oh, Jiha Song, Hyeongak An, Ho-Jin Choi
A Modular Data-Driven Architecture for Empathetic Conversational AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 365-368
by Vincenzo Scotti, Roberto Tedesco, Licia Sbattella
Generating Temporal Relation Candidates Based on Open-domain Relation in Clinical NotesFull-text access may be available. Sign in or learn about subscription options.pp. 369-371
by Chae-Gyun Lim, Ho-Jin Choi
Policy for building safety accident prevention system using beacon-based technology: focused on school safety policy casesFull-text access may be available. Sign in or learn about subscription options.pp. 372-374
by Gi Hyun Lee, Myoung Sug Chung, Joo yeoun Lee
Digital Healthcare Industry and Technology TrendsFreely available from IEEE.pp. 375-377
by Jeong Hyeon Han, Joo Yeoun Lee
Policy and trend analysis for the creation of IP convergence content clusterFull-text access may be available. Sign in or learn about subscription options.pp. 378-381
by Uri Chae, Insoo Lee, Jooyeoun Lee
Author IndexFreely available from IEEE.pp. 383-385
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