Login

Program Overview

Program at a Glance (TBC)

IEEE Web Proceedings are now available.

URL: https://conferences.computer.org/bigcomp/2020/#!/home

Login Information: ID: bigcomp20   Password: conf20//

​

 

 

 

 

Detailed Conference Programs

Presentation time: Regular paper 30 min (incl. 5 min Q&A), Short paper 15 min (incl. 3 min Q&A)

 

Main Conference Day 1: February 20 (Thursday), 2020

 

​Opening

08:30 - 09:00, February 20 (Thursday), 2020

Chair: Jinho Kim, Kangwon National University, Korea

 

​Keynote Speech 1

09:00 - 10:15, February 20 (Thursday), 2020

Chair: Wookey Lee, Inha University, Korea

  • Data Challenges Towards the Realization of Society 5.0 Vision

Masaru Kitsuregawa (University of Tokyo)

 

​Session 1A: Tutorial 1

10:30 - 12:30, February 20 (Thursday), 2020

  • Blockchain and its Security Risk

Kazumasa Omote (University of Tsukuba)

 

​Session 1B: Data Mining I

10:45 - 12:30, February 20 (Thursday), 2020

Chair: Bui Khac Hoai Nam, KISTI, Korea

  • Citation Recommendations Considering Content and Structural Context Embedding [regular]

Yang Zhang (Kyoto University), Qiang Ma (Kyoto University)

  • A Wide & Deep Learning Sharing Input Data for Regression Analysis [regular]

Minkyu Kim (Kangwon National University), Suan Lee (Kangwon National University), Jinho Kim (Kangwon National University)

  • A Constrained k-Nearest Neighbor Approach for Semantic Indoor Trajectory Extraction [short]

Hani Ramadhan (Pusan National University), Yoga Yustiawan (Pusan National University), Joonho Kwon (Pusan National University)

  • Abnormal Detection and Classification in i-Ceramic Images [short]

Borin Min (Chungbuk National University), Hok Tin (Chungbuk National University), Aziz Nasridinov (Chungbuk National University), Kwan-Hee Yoo (Chungbuk National University)

  • Identifying Customer Interest from Surveillance Camera Based on Deep Learning [short]

Jae-Jun Lee (Chungbuk National University), U-ju Gim (Chungbuk National University), Jeong-Hun Kim (Chungbuk National University), Kwan-Hee Yoo (Chungbuk National University), Young-Ho Park (Sookymung Women's University), Aziz Nasridinov (Chungbuk National University)

 

​Session 1C: Distributed Computing I

10:45 - 12:30, February 20 (Thursday), 2020

Chair: Ben Abdallah Abderazek, The University of Aizu, Japan

  • Dynamic Facial Emotion Recognition using Deep Spatial Feature and Handcrafted Spatiotemporal Feature on Spark [regular]

Md Azher Uddin (Kyung Hee University), Young-Koo Lee (Kyung Hee University)

  • IntelliBVR-Intelligent Large-Scale Video Retrieval for Objects and Events Utilizing Distributed Deep-learning and Semantic Approaches [regular]

Aftab Alam (Kyung Hee University (Global Campus), South Korea), Muhammad Numan Khan (Kyung Hee University (Global Campus), South Korea), Jawad Khan (Kyung Hee University (Global Campus), South Korea), Young-Koo Lee (Kyung Hee University (Global Campus), South Korea)

  • FALKON: Large Scale Content-based Video Retrieval Utilizing Deep-feature and Distributed In-Memory Computing [regular]

Muhammad Numan Khan (Kyung Hee University (Global Campus), South Korea), Aftab Alam (Kyung Hee University (Global Campus), South Korea), Young-Koo Lee (Kyung Hee University (Global Campus), South Korea)

  • A Study of Distributed SDN Controller based on Apache Kafka [short]

Ju-Hyeon Moon (Soongsil University, Republic of Korea), Yong-Tae Shine (Soongsil University , Republic of Korea)

 

​Session 2A: Tutorial 2

14:00 - 15:45, February 20 (Thursday), 2020

  • Explainable Artificial Intelligence (XAI)

Jaesik Choi (KAIST)

 

​Session 2B: Spatial & Temporal Data Analysis I

14:00 - 15:45, February 20 (Thursday), 2020

Chair: Kyoung-Sook Kim, AIST, Japan

  • Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic Datasets [regular]

Khac-Hoai Nam Bui (Korea Institute of Science and Technology Information), Hongsuk Yi (Korea Institute of Science and Technology Information)

  • Spatiotemporal Deep Learning Model for Citywide Air Pollution Interpolation and Prediction [regular]

Van-Duc Le (Seoul National University, Korea), Tien-Cuong Bui (Seoul National University, Korea), Sang-Kyun Cha (Graduate School of Data Science, SNU, Korea)

  • Multivariate Time Series Forecasting for Remaining Useful Life of Turbofan Engine Using Deep-Stacked Neural Network and Correlation Analysis [regular]

Chang Woo Hong (Yonsei University), Kwangsuk Lee (Yonsei University), Min-Seung Ko (Yonsei University), Jae-Kyeong Kim (Korea Electrotechnology Research Institute), Kyungwon Oh (Howon University), Kyeon Hur (Yonsei University)

  • GAN-based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant [short]

Yeji Choi (Korea Institute of Science and Technology), Hyunki Lim (Korea Institute of Science and Technology), Heeseung Choi (Korea Institute of Science and Technology), Ig-Jae Kim (Korea Institute of Science and Technology)

 

​Session 2C: Graph Analysis & Security I

14:00 - 15:45, February 20 (Thursday), 2020

Chair: Kwan-Hee Yoo, Chungbuk National University, Korea

  • Enhanced Android Malware Detection: An SVM-based Machine Learning Approach [regular]

Hyoil Han (Illinois State University), SeungJin Lim (Merrimack College), Kyoungwon Suh (Illinois State University), Seonghyun Park (Dankook University), Seong-je Cho (Dankook University), Minkyu Park (Konkuk University)

  • Multi-hop Hierarchical Graph Neural Networks [regular]

Hui Xue (Southeast University, China), Xin-Kai Sun (Southeast University, China), Wei-Xiang Sun (Southeast University, China)

  • Semi-Supervised Graph Embedding via Multi-Instance Kernel Learning [regular]

Zhi-Fan Wu (Nanjing University, China), Yu-Feng Li (Nanjing University, China)

  • Graph-Theoretic One-Class Collaborative Filtering using Signed Random Walk with Restart [short]

Yeon-Chang Lee (Hanyang University, Korea), Daeyoung Park (Hanyang University, Korea), Jiwon Son (Hanyang University, Korea), Taeho Kim (Hanyang University, Korea), Sang-Wook Kim (Hanyang University, Korea)

 

​Session 3A: Tutorial 2

16:10 - 17:40, February 20 (Thursday), 2020

  • Explainable Artificial Intelligence (XAI) - continued

Jaesik Choi (KAIST)

 

​Session 3B: Machine Learning I

16:10 - 17:40, February 20 (Thursday), 2020

Chair: Kazuyuki Hara, Nihon University, Japan

  • Unsupervised Image-to-Image Translation with Self-Attention Networks [regular]

Taewon Kang (Sejong Academy of Science and Arts), Kwang Hee Lee (Boeing Korea Engineering and Technology Center (BKETC))

  • IDNet-A : Variant of DenseNet with Inception-Family [short]

Cheol-jin Kim (Konkuk University Seoul, South Korea), Young-guk Ha (Konkuk University Seoul, South Korea)

  • Performance of Pre-Learned Convolution Neural Networks Applied to Recognition of Overlapping Digits [short]

Kazuyuki Hara (Nihon University), Daigo Shii (Nihon University), Ryosuke Miyoshi (Nihon University)

  • Benchmarking GPU-Accelerated Edge Devices [short]

Jongmin Jo (Sun Moon University Asan, South Korea), Sucheol Jeong (Sun Moon University Asan, South Korea), Pilsung Kang (Sun Moon University Asan, South Korea)

  • Ocular-Net: Lite-Residual Encoder Decoder Network for Accurate Ocular Regions Segmentation in Various Sensor Images [short]

Rizwan Ali Naqvi (Sejong University, Republic of Korea), Sang-Woong Lee (Gachon University, Seongnam, Republic of Korea), Woong-Kee Loh (Gachon University, Seongnam, Republic of Korea)

 

​Session 3C: Smart Computing

16:10 - 17:40, February 20 (Thursday), 2020

Chair: Ha-Joo Song, Pukyong National University, Korea

  • Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural Network [regular]

Siyu Zhou (Chongqing University, China), Lin Zhou (Chongqing University, China), Mingxuan Mao (Chongqing University, China), Xinze Xi (Electric Power Research Institute of Yunnan Power Grid Co., Ltd, China)

  • Light-weight Spiking Neuron Processing Core for Large-scale 3D-NoC based Spiking Neural Network Processing Systems [regular]

Mark Ogbodo (University of Aizu, Japan), The Vu (Hung Yen University of Technology and Education, Vietnam), Khanh Dang (University of Engineering and Technology Vietnam National University, Vietnam), Abderazek Abdallah (University of Aizu, Japan)

  • Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization [regular]

Bin Liu (Nanjing University of Posts and Telecommunications)

 

 

 

Main Conference Day 2: February 21 (Friday), 2020

 

​Panel

09:15 - 10:45, February 21 (Friday), 2020

Chair: Steven Euijong Whang, KAIST, Korea

  • Data Management for AI-enabled Applications

Panel chairs: Tok Wang Ling (National University of Singapore), Christian Wagner (Univ. of Nottingham), Ho-Jin Choi (KAIST) and Meeyoung Cha (KAIST)

 

​Keynote Speech 2

11:15 - 12:30, February 21 (Friday), 2020

Chair: Tok Wang Ling, National University of Singapore, Singapore

  • Mining Unstructured Big Text: A Multi-Dimensional Analysis Approach

Jiawei Han (University of Illinois at Urbana-Champaign)

 

​Session 4A: Tutorial 3

14:00 - 15:45, February 21 (Friday), 2020

  • Detecting Communities and Anomalies in Large Real-world Graphs

Sungsu Lim (Chungnam National University) and Kijung Shin (KAIST)

 

​Session 4B: Machine Learning II

14:00 - 15:45, February 21 (Friday), 2020

Chair: Md Azher Uddin, Kyung Hee University, Korea

  • Learning How Spectator Reactions Affect Popularity on Twitch [regular]

Jeongmin Kim (Hyperconnect, Korea), Kunwoo Park (Qatar Computing Research Institute, Qatar), Hyeonho Song (Korea Advanced Institute of Science and Technology, Korea. Institute for Basic Science, Korea), Jaimie Y. Park (Samsung Electronics, Korea), Meeyoung Cha (Institute for Basic Science, Korea. Korea Advanced Institute of Science and Technology, Korea)

  • BCGAN-based Over-sampling Scheme for Imbalanced Data [regular]

Minjae Son (Korea University), Seungwon Jung (Korea University), Jihoon Moon (Korea University), Eenjun Hwang (Korea University)

  • Learning Low-Rank Representation for Matrix Completion [short]

Minsu Kwon (Korea Advanced Institute of Science and Technology), Ho-Jin Choi (Korea Advanced Institute of Science and Technology)

  • A Befitting Image Data Crawling and Annotating System with CNN based Transfer Learning [short]

Kyu-hong Hwang (Konkuk Univ. South Korea), Myung-jae Lee (Konkuk Univ. South Korea), Young-guk Ha (Konkuk Univ. South Korea)

  • Trainable Multi-Contrast Windowing for Liver CT Segmentation [short]

Jangho Kwon (Korea Institute of Science and Technology), Kihwan Choi (Korea Institute of Science and Technology)

 

​Session 4C: Data Mining II

14:00 - 15:45, February 21 (Friday), 2020

Chair: Woong-Kee Loh, Gachon University, Korea

  • The Collective Trip Planning Query Processing using G-tree Index Structure [regular]

Junkyu Lee (Sogang University), Seog Park (Sogang University)

  • Sequence-Aware Factored Mixed Similarity Model for Next-Item Recommendation [regular]

Liulan Zhong (Shenzhen University, China), Jing Lin (Shenzhen University, China), Weike Pan (Shenzhen University, China), Zhong Ming (Shenzhen University, China)

  • A Fast Algorithm for Weighted Tensor Rank Minimization [short]

Sanchao Ding (University of Science and Technology of China)

  • Dual Similarity Learning for Heterogeneous One-Class Collaborative Filtering [short]

Xiancong Chen (Shenzhen University, China), Weike Pan (Shenzhen University, China), Zhong Ming (Shenzhen University, China)

  • Performance Evaluation of Spatial Data Management Systems using GeoSpark [short]

Hansub Shin (Seoul National University of Science and Technology), Kisung Lee (Louisiana State University), Hyuk-Yoon Kwon (Seoul National University of Science and Technology)

 

​Session 5A: Tutorial 3

16:10 - 17:40, February 21 (Friday), 2020

  • Detecting Communities and Anomalies in Large Real-world Graphs - continued

Sungsu Lim (Chungnam National University) and Kijung Shin (KAIST)

 

​Session 5B: Text & Natural Language I

16:10 - 17:55, February 21 (Friday), 2020

Chair: Steven Euijong Whang, KAIST, Korea

  • Coreference Resolution with Hierarchical Pointer Networks based on Pointing Methods [regular]

Cheoneum Park (EDITH TFT, HYUNDAI MORTOR COMPANY and Kangwon National University), Changki Lee (Kangwon National University), Hyunki Kim (Electronics and Telecommunications Research Institute)

  • Online Structural Break Detection for Pairs Trading using Wavelet Transform and Hybrid Deep Learning Model [regular]

Shen-Hang Huang (National Chiao Tung University, Taiwan), Wen-Yueh Shih (National Chiao Tung University, Taiwan), Jing-You Lu (National Chiao Tung University, Taiwan), Hao-Han Chang (National Chiao Tung University, Taiwan), Chao-Hsien Chu (National Chiao Tung University, Taiwan), Jun-Zhe Wang (National Chiao Tung University, Taiwan), Jiun-Long Huang (National Chiao Tung University, Taiwan), Tian-Shyr Dai (National Chiao Tung University, Taiwan)

  • Paraphrase Bidirectional Transformer with Multi-Task Learning [short]

Bowon Ko (KAIST, Korea), Ho-Jin Choi (KAIST, Korea)

  • Deep Learning-based Multi-Chatbot Broker for Q&A Quality of Video Tutoring Assistant [short]

Ozoda Makhkamova (Konkuk University), Kang-Hee Lee (Konkuk University), KyoungHwa Do (Konkuk University), Doohyun Kim (Konkuk University)

  • Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NER [short]

Yejin Kim (LG Electronics), Juae Kim (Sogang University), Jungyun Seo (Sogang University)

 

​Session 5C: Big Data Applications I

16:10 - 17:40, February 21 (Friday), 2020

Chair: Mark Ogbodo, The University of Aizu, Japan

  • Managing Heterogeneous Data on a Big Data Platform: A Multi-Criteria Decision Making Model for Data-Intensive Science [regular]

Gautam Pal (University of Liverpool), Katie Atkinson (University of Liverpool), Gangmin Li (Xi'an Jiaotong-Liverpool University)

  • Uncertainty-aware Forecasting of Renewable Energy Sources [regular]

Direnc Pekaslan (University of Nottingham), Christian Wagner (University of Nottingham), Jonathan M. Garibaldi (University of Nottingham), Luis G. Marı́n (University of Chile), Doris Sáez (University of Chile)

  • Green Space and Happiness of Developed Countries [short]

Seyedeh Farnoosh Hashemi Fesharaki (Sharif University of Technology, Iran), Ali Behrouz (Sharif University of Technology, Iran), Jeasurk Yang (Seoul National University, South Korea), Donghee Yvette Wohn (New Jersey Institute of Technology, United States), Meeyoung Cha (The Institute for Basic Science (IBS), South Korea)

  • A Protein Embedding Model for Drug Molecular Screening [short]

Chao Che (Dalian University, China), Min Zhu (Dalian University, China), Yongjun Zhu (Sungkyunkwan University, Republic of Korea), Qiang Zhang (Dalian University, China), Dongsheng Zhou (Dalian University, China), Bin Wang (Dalian University, China)

 

 

Main Conference Day 3: February 22 (Saturday), 2020

 

​Session 6A: Text & Natural Language II

09:00 - 11:00, February 22 (Saturday), 2020

Chair: Aziz Nasridinov, Chungbuk National University, Korea

  • Deep Learning based Response Generation using Emotion Feature Extraction [regular]

Ho-Jin Choi (Korea Advanced Institute of Science and Technology), Young-Jun Lee (Korea Advanced Institute of Science and Technology)

  • An Efficient Reinforcement Learning based Charging Data Delivery Scheme in VANET-Enhanced Smart Grid [regular]

Guangyu Li (Nanjing University of Science and Technology, China), Chen Gong (Nanjing University of Science and Technology, China), Lin Zhao (Nanjing University of Science and Technology, China), Jinsong Wu (Guilin University of Electronic Technology, China), Lila Boukhatem (University of Paris-Sud, France)

  • Solving Arithmetic Word Problems with a Template-based Multi-Task Deep Neural Network(T-MTDNN) [short]

Donggeon Lee (Seoul National University), Gahgene Gweon (Seoul National University)

  • Effective Integration of Automatic Word Spacing and Morphological Analysis in Korean [short]

Hongjin Kim (Kangwon National University), Harksoo Kim (Kangwon National University)

  • KoTAB: Korean Template-based Arithmetic Solver with BERT [short]

KyungSeo Ki (Seoul National University), Donggeon Lee (Seoul National University), Gahgene Gweon (Seoul National University)

  • Extracting Principal Smartness Dimensions of Smart Speakers using Topic Modeling and Sentiment Analysis [short]

Wonbin Park (Korea Advanced Institute of Science and Technology, Republic of Korea), Seungwoo Choi (Korea Advanced Institute of Science and Technology, Republic of Korea), Mun Yi (Korea Advanced Institute of Science and Technology, Republic of Korea)

 

​Session 6B: Spatial & Temporal Data Analysis II

09:00 - 10:45, February 22 (Saturday), 2020

Chair: Joonho Kwon, Pusan National University, Korea

  • Estimating Revenues of Seoul Commercial Alley Services using Tensor Decomposition & Generating Recommendation System [regular]

SungJin Park (Kangwon National University), Suan Lee (Kangwon National University), Jinho Kim (Kangwon National University)

  • An AHP/TOPSIS-based Approach for an Optimal Site Selection of a Commercial Opening Utilizing GeoSpatial Data [regular]

Salman Ahmed Shaikh (AIRC, AIST, Japan), Mohsin Ali Memon (MUET, Jamshoro, Pakistan), Milos Prokop (AIRC, AIST, Japan), Kyoung-sook Kim (AIRC, AIST, Japan)

  • Visual Imputation Analytics for Missing Time-Series Data in Bayesian Network [regular]

Hanbyul Yeon (Sejong University), Hyesook Son (Sejong University), Yun Jang (Sejong University)

  • Interactive Analytics of Massive Spatial Vector Data via Display-driven Computing [short]

Mengyu Ma (National University of Defense Technology, China), Ye Wu (National University of Defense Technology, China), Luo Chen (National University of Defense Technology, China), Jun Li (National University of Defense Technology, China), Ning Jing (National University of Defense Technology, China), Chun Du (National University of Defense Technology, China)

 

​Session 6C: Graph Analysis & Security II

09:00 - 10:45, February 22 (Saturday), 2020

Chair: Sungsu Lim, Chungnam National University, Korea

  • GraphWGAN: Graph Representation Learning with Wasserstein Generative Adversarial Networks [regular]

Rong Yan (Taiyuan University Of Technology, China), Huawei Shen (Institute of Computing Technology, Chinese Academy of Sciences, China), Cao Qi (Institute of Computing Technology, Chinese Academy of Sciences, China), Keting Cen (Institute of Computing Technology, Chinese Academy of Sciences, China), Li Wang (Taiyuan University Of Technology, China)

  • A Drug-induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network [regular]

Doyeong Hwang (Korea University, Republic of Korea), Minji Jeon (Korea University, Republic of Korea), Jaewoo Kang (Korea University, Republic of Korea)

  • Supplier Impersonation Fraud Detection using Bayesian Inference [regular]

Rémi Canillas (INSA Lyon, France - SiS-id, France), Omar Hasan (INSA Lyon, France), Laurent Sarrat (SiS-id, France), Lionel Brunie (INSA Lyon, France)

  • A Way to Explore the Lower bound of Adversarial Perturbation [short]

Keji Han (Nanjing University of Posts and Telecommunications), Yuxuan Bai (Nanjing University of Posts and Telecommunications), Yun Li (Nanjing University of Posts and Telecommunications)

 

​Keynote Speech 3

11:15 - 12:30, February 22 (Saturday), 2020

Chair: Ho-Jin Choi, KAIST, Korea

  • Hybrid Deep Learning with Explainable Latent Space for Big Data Analysis

Sung-Bae Cho (Yonsei University)

 

​Session 7A: Tutorial 4

14:00 - 15:45, February 22 (Saturday), 2020

  • Big Data - AI Integration

Steven Euijong Whang (KAIST)

 

​Session 7B: Big Data Applications II

14:00 - 15:45, February 22 (Saturday), 2020

Chair: Salman Shaikh, AIST, Japan

  • Efficient Mining Closed k-mers from DNA and Protein Sequences [regular]

Jingsong Zhang (Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, China), Cheng Bi (Soochow University, China), Yinglin Wang (Shanghai University of Finance and Economics, China), Tao Zeng (Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, China), Bo Liao (Hainan Normal University, China), Luonan Chen (Hainan Normal University, China)

  • Identifying Cell Type Specific TF Combinatorial Regulation via a Two-stage Statistical Method [regular]

Kairong Liu (Beihang University, China), Andrew Hutchins (South University of Science and Technology of China, China), Yong Wang (Chinese Academy of Sciences, China)

  • PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health Management [regular]

Yu Huang (National Chiao Tung University, Taiwan, ROC), Chih-Ling Hsu (National Chiao Tung University, Taiwan, ROC), Vincent S. Tseng (National Chiao Tung University, Taiwan, ROC)

  • H-BFQ: Supporting Multi-level Hierarchical Cgroup in BFQ Scheduler [short]

Kwonje Oh (Sungkyunkwan University), Jonggyu Park (Sungkyunkwan University), Young Ik Eom (College of Computing Sungkyunkwan University Suwon, South Korea)

 

​Session 7C: Distributed Computing II

14:00 - 15:45, February 22 (Saturday), 2020

Chair: Suan Lee, Inha University, Korea

  • Importance of Data Distribution on Hive-based Systems for Query Performance: An Experimental Study [regular]

Hilmi Egemen Ciritoglu (University College Dublin, Ireland), John Murphy (University College Dublin, Ireland), Christina Thorpe (Technological University Dublin, Ireland)

  • CPartition: A Correlation-based Space Partitioning for Content-Based Publish /Subscribe Systems with Skewed Workload [regular]

Daegun Yoon (Ajou University, Republic of Korea), Gyudong Park (Agency for Defense Development, Republic of Korea), Sangyoon Oh (Ajou University, Republic of Korea)

  • Transaction-aware Data Cluster Allocation Scheme for Qcow2-based Virtual Disks [short]

Minho Lee (Sungkyunkwan University), Young Ik Eom (Sungkyunkwan University)

  • Optimal Margin Distribution Machine with Sparsity Inducing Penalty [short]

Teng Zhang (Huazhong University of Science and Technology, China), Hai Jin (Huazhong University of Science and Technology, China)

  • Container-based Coloured Petri-Net Co-simulation Framework [short]

Iq Reviessay Pulshashi (Pusan National University, South Korea), Hyerim Bae (Pusan National University, South Korea), Riska Asriana Sutrisnowati (IOChord Inc., South Korea)

 

​Session 8A: Tutorial 4

16:10 - 17:40, February 22 (Saturday), 2020

  • Big Data - AI Integration - continued

Steven Euijong Whang (KAIST)

 

 

 

 

 

 

Detailed Workshop Programs

 

Workshop Day: February 19 (Wednesday), 2020

 

​The First International Workshop on Conceptual Modeling for Big Data and Smart Computing (CMComp2020)

Location: Room 325

Organizers: Mye Sohn (Sungkyunkwan University), Wookey Lee (Inha University), Tok Wang Ling (National University of Singapore), Il-Yeol Song (Drexel University)

 

14:00 - 19:00, February 19 (Wednesday), 2020

  • Invited Talk : Database Models Revisit: Improving the Quality of Database Research with ORA-Semantics in ER Model

Tok Wang Ling, Mong Li Lee (National University of Singapore, Singapore), Thuy Ngoc Le (Google, Singapore), Zhong Zen (Huawei, China)

  • A Regular Expression-based DGL for Meaningful Synthetic Data Generation

Kai Cheng (Kyushu Sangyo University, Japan)

  • Intellectual Priority-based Low Latency Data Delivery Scheme for Multi-Interface and Multi-Channel Devices in Multi-hop Wireless Mesh Networks

Sung-Hwa Lim (Namseoul Unversity, South Korea), Young-Bae Ko (Ajou University, South Korea)

  • A Multi-modal Approach for Emotion Recognition of TV Drama Characters Using Image and Text

Jung-Hoon Lee, Hyun-Ju Kim, Yun-Gyung Cheong (Sunkyunkwan University, South Korea)

  • Finding a Team of Skilled Players Based on Harmony

Jafar Afshar, Arousha Haghighian Roudsariy, Wookey Lee (Inha University, South Korea)

  • Invited Talk : Supporting Smart Exploratory Data Analysis

X. Sean Wang (Fudan University, China)

  • Kernel Rotation Forests for Classification

Jaewoong Shim (Seoul National University, South Korea), Seokho Kang (Sungkyunkwan University, South Korea), Sungzoon Cho (Seoul National University, South Korea)

  • Gene Expression Prediction using Stacked Temporal Convolutional Network

Imam Mustafa Kamal, Nur Ahmad Wahid, Hyerim Bae (Pusan National University, South Korea)

  • Recursive undersampling-based decision boundary alignment for imbalanced radiology image

Jaewoong Kang, Kunyoung Kim, Mye Sohn (Sunkyunkwan University, South Korea)

  • Adding Noise Trajectory for Providing Privacy in Data Publishing by Vectorization

Rashid Tojiboev, Wookey Lee, Charles Cheolgi Lee (Inha University, South Korea)

  • Ontology-aided Word2vec based Synonym Identification for Ontology Alignment

Minhwan Kim, Jongmo Kim, Mye Sohn (Sunkyunkwan University, South Korea)

  • How to Reduce Confirmation Bias using Linked Open Data Knowledge Repository

Hyun Jung Lee (Goyang Research Institute, South Korea), and Bong-Won Park (Korea Information Communication Industry Institute, South Korea)

 

​The Third International Workshop on Computing and Information Technology for Self-Driving and Autonomous Mobility (DrivComp2020)

Location: Room 323

Organizers: Young-guk Ha (Konkuk University), Gon-Woo Kim (Chungbuk National University)

 

14:00 - 19:00, February 19 (Wednesday), 2020

  • Visual Object Detection Based LiDAR Point Cloud Classification

Muhammad Sualeh, Gon-Woo Kim (Chungbuk National University, South Korea)

  • Moving Object Performance Analysis System Using Multi-Camera Video and Position Sensors

Changeun lee, Gi-mun Um, Sangjoon Park (Electronics and Telecommunications Research Institute, South Korea) and Kwang-il Lee(Korea Maritime and Occean University, South Korea)

  • Efficient Calibration Method of Multiple LiDARs on Autonomous Vehicle Platform

Dohyeong Kim, Gon-Woo Kim (Chungbuk National University, South Korea)

  • Real-time Multiple Vehicle Turn Signal Detection System based on Energy Representation

Ho-rim Park, Sung-su Jang, Young-guk Ha (Konkuk University, South Korea)

  • A Universal Control System for Self-Driving Car Towards Urban Challenges

Nam Van Dinh (Chungbuk National University, South Korea), Young-guk Ha (Konkuk University, South, Korea), Gon-Woo Kim (Chungbuk National University, South Korea)

  • High Quality Training Set Collection using Generative Adversarial Network

Sung-su Jang, Kyu-hong Hwang, Young-guk Ha (Konkuk University, South Korea)

  • Multi-Sensor Fusion Towards VINS: A Concise Tutorial, Survey, Framework and Challenges

Nam Van Dinh, Gon-Woo Kim (Chungbuk National University, South Korea)

  • Data Augmentation Method of Object Detection for Deep Learning in Maritime Image

Hyeon-Cheol Shin (Korea Maritime and Occean University, South Korea, South Korea), Changeun Lee(Electronics and Telecommunications Research Institute, South Korea) and Kwang-il Lee(Korea Maritime and Occean University, South Korea)

  • Robustifying Visual Place Recognition with Semantic Scene Categorization

Saba Arshad, Gon-Woo Kim (Chungbuk National University, South Korea)

  • Autonomous Driving Control Using End-to-End Deep Learning for High Speed Environment

Myoung-jae Lee, Young-guk Ha (Konkuk University, South Korea)

  • A Comparative Study of Recent Real Time Semantic Segmentation Algorithms for Visual Semantic SLAM

Zeeshan Javed, Gon-Woo Kim (Chungbuk National University, South Korea)

 

 

​The First Workshop on Blockchain and Smart City Service Platform (KBS2020)

 

TBA

 

​The Second International Workshop on Big Data, Cloud, and IoT Technologies for Smart Cities (IWBigDataCity2020)

Location: Room #322

Organizers: Kenji Tei (Waseda University, Japan), Toshiyuki Amagasa (University of Tsukuba, Japan), and Antonios Litke (National Technical University of Athens, Greece)

 

09:00 - 11:00, February 19 (Wednesday), 2020

09:00-09:20

Opening

  • Big Data, Cloud and IoT Technologies for Smart Cities: The M-Sec project paradigm - objectives, current status and related future research topics

Kenji Tei (Waseda University)

 

09:20-10:50

Session 1

  • Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image Classification

Shan Ullah and Deok-Hwan Kim (Inha University)

  • Normalized Residue Analysis for Deep Learning based Probabilistic Forecasting of Photovoltaic Generations

Soyeong Park, Sunme Park, and Euiseok Hwang (Gwangju Institute of Science and Technology (GIST))

  • Research Issues on Generative Adversarial Networks and Applications

Toshpulatov Mukhiddin, WooKey Lee, Suan Lee, Tojiboev Rashid (Inha University, South Korea)

 

10:50-11:00

Closing

 

 

​Industrial Security - eGovernance Vision and Strategy (ISComp2020)

Location: Room 323

Organizer: Seung-hwan Myeong (Inha University)

 

09:00 - 12:30, February 19 (Wednesday), 2020

  • Classification of Industrial Espionage Cases and Countermeasures

Soon-oh Jung, Chang-hoon Jung(Inha University, South Korea)

  • A Study on the Government's Countermeasures against Cyber Attacks

Seo-hui Byen, Woo-jong Suh(Inha University, South Korea)

  • A Study on Industrial Security Psychology

Ji-won Hwang, Jae-yeon Kim(Inha University, South Korea)

  • The Cloud System of Futuristic Vehicles and Security Policies

Dong-won Kim, Hyun-jin Kim, Seun-hwan Myeong(Inha University, South Korea)

  • De-identification and Privacy Issues on Bigdata Transformation

Allen Hyojun Lee, Steve Siheon Cho, Jessica Jiwon Seong, Suan Lee, Wookey Lee(Inha University, South Korea)

  • Voice Security System Using Sensor Technology

Jessica Jiwon Seong, Steve Siheon Cho, Allen Hyojun Lee, Suan Lee, Wookey Lee(Inha University, South Korea)

 

 

​The Symposium of KEPCO AI Cluster

Location: Room 325

Organizer: Ho-Jin Choi (KAIST), Chan-Hyun Youn (KAIST), Kyuchul Lee (Chungnam National University), Yang-Sae Moon (Kangwon National University), Eenjun Hwang (Korea University), Sung-Bae Cho (Yonsei University)

 

09:00 - 12:30, February 19 (Wednesday), 2020

  • Opening Remark

Ho-Jin Choi

  • An eXplainable AI (XAI) Approach to Image Captioning with Domain-specific Ontology

Seung-Ho Han

  • An Efficient Online Deep Learning for Accelerated Stream Data Processing

Seong-Hwan Kim

  • Multiple SPARQL Query Processing with MapReduce

InA Kim

  • Coffee Break
  • Stochastic Distributed Data Stream Partitioning using Task Locality

Siwoon Son

  • Solving Cold Start Problem in Load Forecasting

Sungwoo Park

  • Reliable Relation Path Representation Learning for Knowledge Graph Completion

Seungmin Seo

 

 

​The 3rd International Workshop on Dialog Systems (IWDS2020)

Location: Room 326

Organizer: Chae-Gyun Lim (KAIST, Korea), Jonghwan Hyeon (KAIST, Korea), Ho-Jin Choi (KAIST, Korea)

 

09:00 - 10:26, February 19 (Wednesday), 2020

  • Opening Remark

Chae-Gyun Lim

  • Prior Art Search Using Multi-Modal Embedding of Patent Documents

Myungchul Kang, Suan Lee, and Wookey Lee (Inha University, South Korea)

  • Implementation of Python-Based Korean Speech Generation Service with Tacotron

Minsu Kwon (KAIST, South Korea), Young-Seob Jeong (Soonchunhyang University, South Korea), Ho-Jin Choi (KAIST, South Korea)

  • Emotional Response Generation using Conditional Variational Autoencoder

Young-Jun Lee, Ho-Jin Choi (KAIST, South Korea)

  • Temporal Relationship Extraction for Natural Language Texts by Using Deep Bidirectional Language Model

Chae-Gyun Lim, Ho-Jin Choi (KAIST, South Korea)

  • Multi-label Patent Classification using Attention-Aware Deep Learning Model

Arousha Haghighian Roudsari, Jafar Afshar, Charles Cheolgi Lee, Wookey Lee (Inha University, South Korea)

 

 

​The 3rd International Workshop on Big Data Analysis for Smart Energy (BigData4SmartEnergy2020)

Location: Room 326

Organizer: Ho-Jin Choi (KAIST), Chan-Hyun Youn (KAIST), Kyuchul Lee (Chungnam National University), Yang-Sae Moon (Kangwon National University), Eenjun Hwang (Korea University), Sung-Bae Cho (Yonsei University)

 

10:40 - 12:30, February 19 (Wednesday), 2020

  • Opening Remark

Ho-Jin Choi

  • Domain-Specific Image Caption Generator with Semantic Ontology

Seung-Ho Han, Ho-Jin Choi (KAIST, South Korea)

  • Accelerating Randomly Projected Gradient with Variance Reduction

Seongyoon Kim, Seyoung Yun (KAIST, South Korea)

  • Deep Electric Pole Anomaly Detection and Unsupervised Description Generation

Dongkun Lee, Jehyun Nam, Ho-Jin Choi (KAIST, South Korea)

  • Coffee Break
  • Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric Factory

Dongseop Lee, Hyunjin Kim, Jaecheol Ryou (Chungnam National University, South Korea)

  • Forecasting Building Electricity Power Consumption Using Deep Learning Approach

oung-Jun Lee, Ho-Jin Choi (KAIST, South Korea)

  • Deep Learning-Based Analysis on Monthly Household Consumption for Different Electricity Contracts

Chae-Gyun Lim, Ho-Jin Choi (KAIST, South Korea)

 

 

​The First International Workshop on Social Health in the Era of Big Data (SHEBD2020)

 

[Keynote Speech]

10:00 – 10:50, February 19 (Wednesday), 2020

Location: room #324

Organizer: Min Song (Yonsei University)

  • Smart Health: Data Mining/AI with Innovative Applications in Patient Monitoring, Diagnosis and Risk Predictions

Yanchun Zhang

 

[Session 1: Research on Medical Big Data]

11:00 – 12:00, February 19 (Wednesday), 2020

Location: room #324

Organizer: Min Song (Yonsei University)

  • Attention-based Model for Citation Recommendation

Bo Kyung Seo and Min Song

  • Disease Named Entity Recognition with Deep Neural Networks

Eun Byul Lee, Bo Kyung Seo and Min Song

 

[Session 2: Poster Session]

13:30 – 15:00, February 19 (Wednesday), 2020

Location: room #324

Organizer: Jung Yun Lee (Yonsei University)

  • The Influence of Collective Pride on Korean’s Prosocial Behavior toward Yemeni Refugees

Chae-rin Park, Hyun-joo Song and Kyong-Sun Jin

  • Deep Learning-based Prediction of Delirium using MIMIC III Data

Gyuri Song, Hyelin Park, Hyunji Kim and Haein Oh

  • Thinking about Outgroup Members’ Negative Emotion Enhances Children’s Sharing Behaviors toward Outgroup Members

Minjung Cha and Hyun-joo Song

  • Automatic Diagnosis and Prediction of Alcohol Use Disorder by Mining Social Texts

Chaemin Song, Seojeong Park and Hyunchul Cho

  • The Effect of Ingroup Importance on Koreans’ Attitude toward Yemeni Refugees in Conservatives and Liberals

Jung Yun Lee and Hyun-joo Song

  • Emotional Stress Indicators of Social Communities Due to 'Gapjil’

Soobin Lee, Hyunsoo Chae and Seunghee Kim

  • Study on Biological Information Extraction from Clinical Data

Jaeyoung Choi and Seong Deok Kim

  • Literature Based Discovery with Uncertainty Word to Reproduce Linking Magnesium Deficiency and Migraine Headache

Go Eun Heo

  • Investigating Characteristics of Bipolar Disorder by Mining Social Media Data and Scientific Literature

Tatsawan Timakum

 

[Session 3: Big Data Analysis and Healthy Society]

15:10 - 17:10, February 19 (Wednesday), 2020

Location: room #324

Organizer: Yong Jeong Yi

  • The Motivational Factors of Opinion Expression in the SNS Environments

Dong-In Shin and Kee-Young Kwahk

  • Big Data Analysis on South Korea’s Social Health

Gyuback Kim, Jongseo Oh, Yaelin Jo and Min Song

  • Understanding Information Seeking for Health Supplements in a Social Q&A Site with Topic Modeling

Woo Jin Jung and Yong Jeong Yi

  • Large, Bridging Networks for More Collaboration: The Effects of Network Structures on Collaboration in Water Management Partnerships

Minjung Kim

 

 

​The First International Workshop on Multimodal, Expeditive, Generative and Actionable AI (MEGA AI 2020)

Location: Room 326

Organizers: Jee-Hyong Lee (Sungkyunkwan University), Jae-Young Choi (Sungkyunkwan University)

 

14:00 - 19:00, February 19 (Wednesday), 2020

  • Super-Resolution of License Plate Image via Character-based Perceptual Loss

Seen Lee, Ji-Hwan Kim, Jae-Pil Heo (Sungkyunkwan Univ.)

  • Source Code Summarization Using Attention-based Keyword Memory Networks

YunSeok Choi, Suah Kim, Jee-Hyong Lee (Sungkyunkwan Univ.)

  • Analyzing Deep Neural Networks with Noisy Labels

Chan Lim, Sangwoo Han, Jongwuk Lee (Sungkyunkwan Univ.)

  • Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum Disorder

Kyoungseob Byeon, Junmo Kwon, Jisu Hong, and Hyunjin Park (Sungkyunkwan Univ.)

  • Emotion Recognition from Text Stories Using an Emotion Embedding mode

Seohui Park, Byung-Chull Bae, Yun-Gyung Cheong (Sungkyunkwan Univ.)

  • Real-Time Industrial Bin-Picking with a Hybrid Deep Learning-Engineering Approach

Sukhan Lee and Yeon-Ho Lee (Sungkyunkwan Univ.)

  • Deep Neural Networks on Chip - A Survey

Huo Yingge, Imran Ali, Kang-Yoon Lee (Sungkyunkwan Univ.)

  • An Ultra Low Power, Configurable Intelligent Biasing Calibration for Medical Sensor Applications in 130 nm CMOS Technology

Imran Ali, Huo Yingge, Muhammad Asif, Kang-Yoon Lee (Sungkyunkwan Univ.)

 

 

​The First International Workshop on Research Data Analysis and Utilization (RDAU2020)

Location: Room 322

Organizers: Jaesoo Kim (KISTI), Sang-hwan Lee (KISTI), Ryong Lee (KISTI), Sa-kwang Song (KISTI), Myeongseok Choi (KISTI), and Seungwoo Lee (KISTI)

 

14:00 – 19:00, February 19 (Wednesday), 2020

  • Making Reproducible Research Data by Utilizing Persistent ID graph structure

Jung-Ho Um, Myeongseok Choi, Hyunwoo Kim, Sang-hwan Lee (KISTI, Korea)

  • KISTI Vehicle-based Urban Sensing Dataset

Minwoo Park, Ryong Lee, Rae-young Jang, Sang-hwan Lee (KISTI, Korea)

  • Making IoT Data Ready for Smart City Applications

Ryong Lee (KISTI, Korea), Rae-young Jang (KISTI, Korea), Minwoo Park (KISTI, Korea), Ga-ye Jeon (Hannam University, Korea), Jae-kwang Kim (Hannam University, Korea), Sang-hwan Lee (KISTI, Korea)

  • Method of Predictive Maintenance for Induction Furnace based on Neural Network

Yulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae (Pusan National University, Korea)

  • Character Features and Word Features in CNN Two Layer Bidirectional LSTM-CRF for NER

 Chirawan Ronran, Seungwoo Lee (KISTI, Korea)

 

 

ⓒ Copyright 2020 KIISE – All Rights Reserved.

[KIISE] Korean Institute of Information Scientists and Engineers

#401 Meorijae Bldg., 76, Bangbae-ro, Seocho-gu, Seoul 06704, Korea

Phone: +82-2-588-9240 | Fax: +82-2-521-1352 | Email: ejmoon@kiise.or.kr | Homepage: www.kiise.or.kr

Business Registration Number: 114-82-03170

SCMember-board