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BigComp 2020: Busan, South Korea
- Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea:
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020. IEEE 2020, ISBN 978-1-7281-6034-4 - Yang Zhang
, Qiang Ma
Citation Recommendations Considering Content and Structural Context Embedding. 1-7 - Minkyu Kim
A Wide & Deep Learning Sharing Input Data for Regression Analysis. 8-12 - Hani Ramadhan
A Constrained K-Nearest Neighbor Approach for Semantic Indoor Trajectory Extraction. 13-16 - Borin Min, Hok Tin, Aziz Nasridinov, Kwan-Hee Yoo:
Abnormal Detection and Classification in i-Ceramic Images. 17-18 - Jae-Jun Lee, U-Ju Gim, Jeong-Hun Kim, Kwan-Hee Yoo, Young-Ho Park, Aziz Nasridinov:
Identifying Customer Interest from Surveillance Camera Based on Deep Learning. 19-20 - Md Azher Uddin, Young-Koo Lee:
Dynamic Facial Emotion Recognition Using Deep Spatial Feature and Handcrafted Spatiotemporal Feature on Spark. 21-27 - Aftab Alam, Muhammad Numan Khan, Jawad Khan, Young-Koo Lee:
IntelliBVR - Intelligent Large-Scale Video Retrieval for Objects and Events Utilizing Distributed Deep-Learning and Semantic Approaches. 28-35 - Muhammad Numan Khan, Aftab Alam, Young-Koo Lee:
FALKON: Large-Scale Content-Based Video Retrieval Utilizing Deep-Features and Distributed In-memory Computing. 36-43 - Ju-Hyeon Moon, Yong-Tae Shine:
A Study of Distributed SDN Controller Based on Apache Kafka. 44-47 - Khac-Hoai Nam Bui
Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic Datasets. 48-54 - Van-Duc Le, Tien-Cuong Bui
Spatiotemporal Deep Learning Model for Citywide Air Pollution Interpolation and Prediction. 55-62 - Chang Woo Hong, Kwangsuk Lee, Min-Seung Ko
Multivariate Time Series Forecasting for Remaining Useful Life of Turbofan Engine Using Deep-Stacked Neural Network and Correlation Analysis. 63-70 - Yeji Choi, Hyunki Lim, Heeseung Choi, Ig-Jae Kim:
GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant. 71-74 - Hyoil Han, SeungJin Lim, Kyoungwon Suh, Seonghyun Park, Seong-je Cho, Minkyu Park:
Enhanced Android Malware Detection: An SVM-Based Machine Learning Approach. 75-81 - Hui Xue, Xin-Kai Sun, Wei-Xiang Sun:
Multi-hop Hierarchical Graph Neural Networks. 82-89 - Zhi-Fan Wu, Yufeng Li:
Semi-Supervised Graph Embedding via Multi-instance Kernel Learning. 90-97 - Yeon-Chang Lee
Graph-Theoretic One-Class Collaborative Filtering using Signed Random Walk with Restart. 98-101 - Taewon Kang, Kwang Hee Lee:
Unsupervised Image-to-Image Translation with Self-Attention Networks. 102-108 - Cheol-Jin Kim, Young-Guk Ha:
IDNet-A: Variant of DenseNet with Inception-Family. 109-112 - Kazuyuki Hara, Daigo Shii, Ryosuke Miyoshi:
Performance of Pre-Learned Convolution Neural Networks Applied to Recognition of Overlapping Digits. 113-116 - Jongmin Jo, Sucheol Jeong, Pilsung Kang:
Benchmarking GPU-Accelerated Edge Devices. 117-120 - Rizwan Ali Naqvi
Ocular-Net: Lite-Residual Encoder Decoder Network for Accurate Ocular Regions Segmentation in Various Sensor Images. 121-124 - Siyu Zhou, Lin Zhou, Mingxuan Mao, Xinze Xi:
Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural Network. 125-132 - Mark Ogbodo
Light-Weight Spiking Neuron Processing Core for Large-Scale 3D-NoC Based Spiking Neural Network Processing Systems. 133-139 - Bin Liu:
Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. 140-146 - Jeongmin Kim, Kunwoo Park
Learning How Spectator Reactions Affect Popularity on Twitch. 147-154 - Minjae Son, Seungwon Jung, Jihoon Moon, Eenjun Hwang:
BCGAN-Based Over-Sampling Scheme for Imbalanced Data. 155-160 - Minsu Kwon, Ho-Jin Choi:
Learning Low-Rank Representation for Matrix Completion. 161-164 - Kyu Hong Hwang, Myung-Jae Lee, Young-Guk Ha:
A Befitting Image Data Crawling and Annotating System with CNN Based Transfer Learning. 165-168 - Jangho Kwon, Kihwan Choi
Trainable Multi-contrast Windowing for Liver CT Segmentation. 169-172 - Junkyu Lee
The Collective Trip Planning Query Processing Using G-Tree Index Structure. 173-180 - Liulan Zhong, Jing Lin, Weike Pan, Zhong Ming:
Sequence-Aware Factored Mixed Similarity Model for Next-Item Recommendation. 181-188 - Sanchao Ding:
A Fast Algorithm for Weighted Tensor Rank Minimization. 189-192 - Xiancong Chen, Weike Pan, Zhong Ming:
Dual Similarity Learning for Heterogeneous One-Class Collaborative Filtering. 193-196 - Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon:
Performance Evaluation of Spatial Data Management Systems Using GeoSpark. 197-200 - Cheoneum Park, Changki Lee, Hyunki Kim:
Coreference Resolution with Hierarchical Pointer Networks Based on Pointing Methods. 201-208 - Shen-Hang Huang, Wen-Yueh Shih, Jing-You Lu, Hao-Han Chang, Chao-Hsien Chu, Jun-Zhe Wang, Jiun-Long Huang, Tian-Shyr Dai:
Online Structural Break Detection for Pairs Trading Using Wavelet Transform and Hybrid Deep Learning Model. 209-216 - Bowon Ko, Ho-Jin Choi:
Paraphrase Bidirectional Transformer with Multi-task Learning. 217-220 - Ozoda Makhkamova, Kang-Hee Lee, KyoungHwa Do, Doohyun Kim:
Deep Learning-Based Multi-Chatbot Broker for Q&A Improvement of Video Tutoring Assistant. 221-224 - Yejin Kim, Juae Kim, Jungyun Seo:
Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NER. 225-228 - Gautam Pal
Managing Heterogeneous Data on a Big Data Platform: A Multi-criteria Decision Making Model for Data-Intensive Science. 229-239 - Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin
Uncertainty-Aware Forecasting of Renewable Energy Sources. 240-246 - Seyedeh Farnoosh Hashemi Fesharaki, Ali Behrouz, Jeasurk Yang
Green Space and Happiness of Developed Countries. 247-250 - Chao Che, Min Zhu, Yongjun Zhu, Qiang Zhang
A Protein Embedding Model for Drug Molecular Screening. 251-254 - Ho-Jin Choi, Young-Jun Lee:
Deep Learning Based Response Generation using Emotion Feature Extraction. 255-262 - Guangyu Li, Chen Gong, Lin Zhao, Jinsong Wu
An Efficient Reinforcement Learning based Charging Data Delivery Scheme in VANET-Enhanced Smart Grid. 263-270 - Donggeon Lee, Gahgene Gweon:
Solving Arithmetic Word Problems with a Templatebased Multi-Task Deep Neural Network (T-MTDNN). 271-274 - Hongjin Kim, Harksoo Kim
Effective Integration of Automatic Word Spacing and Morphological Analysis in Korean. 275-278 - Kyung Seo Ki, Donggeon Lee, Gahgene Gweon:
KoTAB: Korean Template-Based Arithmetic Solver with BERT. 279-282 - Wonbin Park, Seungwoo Choi, Mun Yi:
Extracting Principal Smartness Dimensions of Smart Speakers Using Topic Modeling and Sentiment Analysis. 283-286 - Sungjin Park, Suan Lee
Estimating Revenues of Seoul Commercial Alley Services using Tensor Decomposition & Generating Recommendation System. 287-294 - Salman Ahmed Shaikh, Mohsin Ali Memon, Milos Prokop
An AHP/TOPSIS-Based Approach for an Optimal Site Selection of a Commercial Opening Utilizing GeoSpatial Data. 295-302 - Hanbyul Yeon, Hyesook Son, Yun Jang:
Visual Imputation Analytics for Missing Time-Series Data in Bayesian Network. 303-310 - Mengyu Ma, Ye Wu, Luo Chen, Jun Li, Ning Jing, Chun Du:
Interactive Analytics of Massive Spatial Vector Data via Display-Driven Computing. 311-314 - Rong Yan, Huawei Shen, Qi Cao
GraphWGAN: Graph Representation Learning with Wasserstein Generative Adversarial Networks. 315-322 - Doyeong Hwang, Minji Jeon, Jaewoo Kang:
A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural Network. 323-329 - Rémi Canillas, Omar Hasan, Laurent Sarrat, Lionel Brunie:
Supplier Impersonation Fraud Detection using Bayesian Inference. 330-337 - Keji Han, Yuxuan Bai, Yun Li:
A Way to Explore the Lower Bound of Adversarial Perturbation. 338-341 - Jingsong Zhang, Cheng Bi, Yinglin Wang, Tao Zeng, Bo Liao, Luonan Chen:
Efficient Mining Closed k-Mers from DNA and Protein Sequences. 342-349 - Kairong Liu, Andrew Hutchins, Yong Wang:
Identifying Cell Type Specific TF Combinatorial Regulation via a Two-Stage Statistical Method. 350-357 - Yu Huang
PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health Management. 358-365 - Kwonje Oh, Jonggyu Park, Young Ik Eom:
H-BFQ: Supporting Multi-Level Hierarchical Cgroup in BFQ Scheduler. 366-369 - Hilmi Egemen Ciritoglu
Importance of Data Distribution on Hive-Based Systems for Query Performance: An Experimental Study. 370-376 - Daegun Yoon, Gyudong Park, Sangyoon Oh:
CPartition: a Correlation-Based Space Partitioning for Content-Based Publish/Subscribe Systems with Skewed Workload. 377-384 - Minho Lee, Young Ik Eom:
Transaction-Aware Data Cluster Allocation Scheme for Qcow2-Based Virtual Disks. 385-388 - Teng Zhang, Hai Jin:
Optimal Margin Distribution Machine with Sparsity Inducing Penalty. 389-392 - Iq Reviessay Pulshashi, Hyerim Bae, Riska Asriana Sutrisnowati:
Container-Based Coloured Petri-Net Co-simulation Framework. 393-395 - Kai Cheng:
A Regular Expression-based DGL for Meaningful Synthetic Data Generation. 396-401 - Imam Mustafa Kamal
Gene Expression Prediction using Stacked Temporal Convolutional Network. 402-405 - Jaewoong Shim, Seokho Kang, Sungzoon Cho:
Kernel Rotation Forests for Classification. 406-409 - Hyun Jung Lee, Bong-Won Park:
How to Reduce Confirmation Bias using Linked Open Data Knowledge Repository. 410-416 - Sung-Hwa Lim, Young-Bae Ko:
Intellectual Priority-based Low Latency Data Delivery Scheme for Multi-interface and Multi-channel Devices in Multi-hop Wireless Mesh Networks. 417-419 - Jung-Hoon Lee, Hyun-Ju Kim, Yun-Gyung Cheong:
A Multi-modal Approach for Emotion Recognition of TV Drama Characters Using Image and Text. 420-424 - Jaewoong Kang
Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced Radiology Image. 425-428 - Minhwan Kim, Jongmo Kim, Kunyoung Kim, Mye M. Sohn:
Ontology-aided Word2vec based Synonym Identification for Ontology Alignment. 429-431 - Rashid Tojiboev, Wookey Lee, Charles Cheolgi Lee:
Adding Noise Trajectory for Providing Privacy in Data Publishing by Vectorization. 432-434 - Jafar Afshar
Finding a Team of Skilled Players Based on Harmony. 435-437 - Muhammad Sualeh, Gon-Woo Kim:
Visual Object Detection Based LiDAR Point Cloud Classification. 438-440 - Chang-Eun Lee, Gi-Mun Um, Sangjoon Park, Kwang-Il Lee:
Moving Object Performance Analysis System Using Multi-camera Video and Position Sensors. 441-445 - Do-Hyeong Kim, Gon-Woo Kim:
Efficient Calibration Method of Multiple LiDARs on Autonomous Vehicle Platform. 446-447 - Ho-rim Park, Sung-Su Jang
Real-Time Multiple Vehicle Turn Signal Detection System Based on Energy Representation. 448-451 - Nam Van Dinh
A Universal Control System for Self-Driving Car Towards Urban Challenges. 452-454 - Sung-Su Jang
High Quality Training Set Collection using Generative Adversarial Network. 455-458 - Nam Van Dinh
Multi-sensor Fusion Towards VINS: A Concise Tutorial, Survey, Framework and Challenges. 459-462 - Hyeon-Cheol Shin, Kwang-Il Lee, Chang-Eun Lee:
Data Augmentation Method of Object Detection for Deep Learning in Maritime Image. 463-466 - Saba Arshad, Gon-Woo Kim:
Robustifying Visual Place Recognition with Semantic Scene Categorization. 467-469 - Myoung-jae Lee, Young-Guk Ha:
Autonomous Driving Control Using End-to-End Deep Learning. 470-473 - Zeeshan Javed
A Comparative Study of Recent Real Time Semantic Segmentation Algorithms for Visual Semantic SLAM. 474-476 - Shan Ullah, Deok-Hwan Kim:
Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image Classification. 477-482 - Soyeong Park, Sunme Park, Euiseok Hwang
Normalized Residue Analysis for Deep Learning Based Probabilistic Forecasting of Photovoltaic Generations. 483-486 - Toshpulatov Mukhiddin, Wookey Lee, Suan Lee
Research Issues on Generative Adversarial Networks and Applications. 487-488 - Soon-oh Jung, Chang-Hoon Jung:
Classification of Industrial Espionage Cases and Countermeasures. 489-494 - Seo-hui Byeon, Woo-jong Suh:
A Study on the Government's Countermeasures Against Cyber Attacks. 495-499 - Ji Won Hwang, Jae-Yeon Kim:
A Study on Industrial Security Psychology. 500-506 - Dong-Won Kim, Hyun-jin Kim, Seung-Hwan Myeong:
The Cloud System of Futuristic Vehicles and Security Policies. 507-513 - Hyo-jun Lee, Si-heon Cho, Ji-won Seong, Suan Lee
De-identification and Privacy Issues on Bigdata Transformation. 514-519 - Ji-won Seong, Hyo-jun Lee, Si-heon Cho:
A Study on the Voice Security System Using Sensor Technology. 520-525 - Seung-Ho Han, Ho-Jin Choi:
Domain-Specific Image Caption Generator with Semantic Ontology. 526-530 - Seongyoon Kim, SeYoung Yun
Accelerating Randomly Projected Gradient with Variance Reduction. 531-534 - Dongkun Lee, Jehyun Nam, Ho-Jin Choi:
Deep Electric Pole Anomaly Detection and Unsupervised Description Generation. 535-537 - Dongseop Lee, Hyunjin Kim
Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric Factory. 538-541 - Young-Jun Lee, Ho-Jin Choi:
Forecasting Building Electricity Power Consumption Using Deep Learning Approach. 542-544 - Chae-Gyun Lim, Ho-Jin Choi:
Deep Learning-Based Analysis on Monthly Household Consumption for Different Electricity Contracts. 545-547 - Myungchul Kang, Suan Lee
Prior Art Search Using Multi-modal Embedding of Patent Documents. 548-550 - Minsu Kwon, Young-Seob Jeong, Ho-Jin Choi:
Implementation of Python-Based Korean Speech Generation Service with Tacotron. 551-552 - Young-Jun Lee, Ho-Jin Choi:
Emotional Response Generation using Conditional Variational Autoencoder. 553-554 - Chae-Gyun Lim, Ho-Jin Choi:
Temporal Relationship Extraction for Natural Language Texts by Using Deep Bidirectional Language Model. 555-557 - Arousha Haghighian Roudsari
Multi-label Patent Classification using Attention-Aware Deep Learning Model. 558-559 - Seyun Lee, Ji-Hwan Kim, Jae-Pil Heo:
Super-Resolution of License Plate Images via Character-Based Perceptual Loss. 560-563 - YunSeok Choi, Suah Kim, Jee-Hyong Lee:
Source Code Summarization Using Attention-Based Keyword Memory Networks. 564-570 - Chan Lim, Sangwoo Han, Jongwuk Lee:
Analyzing Deep Neural Networks with Noisy Labels. 571-574 - Kyoungseob Byeon, Junmo Kwon, Jisu Hong, Hyunjin Park
Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum Disorder. 575-578 - Seohui Park, Byung-Chull Bae, Yun-Gyung Cheong:
Emotion Recognition from Text Stories Using an Emotion Embedding Model. 579-583 - Sukhan Lee, Yeonho Lee
Real-Time Industrial Bin-Picking with a Hybrid Deep Learning-Engineering Approach. 584-588 - Huo Yingge, Imran Ali, Kang-Yoon Lee:
Deep Neural Networks on Chip - A Survey. 589-592 - Imran Ali, Huo Yingge, Muhammad Asif, Kang-Yoon Lee:
An Ultra Low Power, Configurable Intelligent Biasing Calibration for Medical Sensor Applications in 130 nm CMOS Technology. 593-596 - Jung-Ho Um, Myeongseok Choi, Hyunwoo Kim, Sanghwan Lee:
Making Reproducible Research Data by Utilizing Persistent ID Graph Structure. 597-600 - Minwoo Park, Ryong Lee, Rae-young Jang, Sang-Hwan Lee:
KISTI Vehicle-Based Urban Sensing Dataset. 601-604 - Ryong Lee, Rae-young Jang, Minwoo Park, Ga-ye Jeon, Jae-kwang Kim, Sang-Hwan Lee:
Making IoT Data Ready for Smart City Applications. 605-608 - Yulim Choi, Hyeonho Kwun, Dohee Kim
Method of Predictive Maintenance for Induction Furnace Based on Neural Network. 609-612 - Chirawan Ronran, Seungwoo Lee:
Effect of Character and Word Features in Bidirectional LSTM-CRF for NER. 613-616
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