Table of Contents

• Citation Recommendations Considering Content and Structural Context EmbeddingYang Zhang, Qiang Ma 0001. 1-7 [doi]
• A Wide & Deep Learning Sharing Input Data for Regression AnalysisMinkyu Kim, Suan Lee, Jinho Kim. 8-12 [doi]
• A Constrained K-Nearest Neighbor Approach for Semantic Indoor Trajectory ExtractionHani Ramadhan, Yoga Yustiawan, Joonho Kwon. 13-16 [doi]
• Abnormal Detection and Classification in i-Ceramic ImagesBorin Min, Hok Tin, Aziz Nasridinov, Kwan-Hee Yoo. 17-18 [doi]
• Identifying Customer Interest from Surveillance Camera Based on Deep LearningJae Jun Lee, U.-ju Gim, Jeong Hun Kim, Kwan-Hee Yoo, Young-Ho Park 0002, Aziz Nasridinov. 19-20 [doi]
• Dynamic Facial Emotion Recognition Using Deep Spatial Feature and Handcrafted Spatiotemporal Feature on SparkMd Azher Uddin, Young-Koo Lee. 21-27 [doi]
• IntelliBVR - Intelligent Large-Scale Video Retrieval for Objects and Events Utilizing Distributed Deep-Learning and Semantic ApproachesAftab Alam, Muhammad Numan Khan, Jawad Khan, Young-Koo Lee. 28-35 [doi]
• FALKON: Large-Scale Content-Based Video Retrieval Utilizing Deep-Features and Distributed In-memory ComputingMuhammad Numan Khan, Aftab Alam, Young-Koo Lee. 36-43 [doi]
• A Study of Distributed SDN Controller Based on Apache KafkaJu-Hyeon Moon, Yong-Tae Shine. 44-47 [doi]
• Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic DatasetsKhac-Hoai Nam Bui, Hongsuk Yi. 48-54 [doi]
• Spatiotemporal Deep Learning Model for Citywide Air Pollution Interpolation and PredictionVan-Duc Le, Tien-Cuong Bui, Sang Kyun Cha. 55-62 [doi]
• Multivariate Time Series Forecasting for Remaining Useful Life of Turbofan Engine Using Deep-Stacked Neural Network and Correlation AnalysisChang Woo Hong, Kwangsuk Lee, Min-Seung Ko, Jae Kyeong Kim, Kyungwon Oh, Kyeon Hur. 63-70 [doi]
• GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power PlantYeji Choi, Hyunki Lim, Heeseung Choi, Ig-Jae Kim. 71-74 [doi]
• Enhanced Android Malware Detection: An SVM-Based Machine Learning ApproachHyoil Han, SeungJin Lim, Kyoungwon Suh, Seonghyun Park, Seong Je Cho, Minkyu Park. 75-81 [doi]
• Multi-hop Hierarchical Graph Neural NetworksHui Xue, Xin-Kai Sun, Wei-Xiang Sun. 82-89 [doi]
• Semi-Supervised Graph Embedding via Multi-instance Kernel LearningZhi-Fan Wu, Yu-Feng Li. 90-97 [doi]
• Graph-Theoretic One-Class Collaborative Filtering using Signed Random Walk with RestartYeon-Chang Lee, Daeyoung Park, Jiwon Son, Taeho Kim, Sang-Wook Kim. 98-101 [doi]
• Unsupervised Image-to-Image Translation with Self-Attention NetworksTaewon Kang, Kwang Hee Lee. 102-108 [doi]
• IDNet-A: Variant of DenseNet with Inception-FamilyCheol Jin Kim, Young-Guk Ha. 109-112 [doi]
• Performance of Pre-Learned Convolution Neural Networks Applied to Recognition of Overlapping DigitsKazuyuki Hara, Daigo Shii, Ryosuke Miyoshi. 113-116 [doi]
• Benchmarking GPU-Accelerated Edge DevicesJongmin Jo, Sucheol Jeong, Pilsung Kang 0002. 117-120 [doi]
• Ocular-Net: Lite-Residual Encoder Decoder Network for Accurate Ocular Regions Segmentation in Various Sensor ImagesRizwan Ali Naqvi, Sang-Woong Lee, Woong-Kee Loh. 121-124 [doi]
• Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural NetworkSiyu Zhou, Lin Zhou, Mingxuan Mao, Xinze Xi. 125-132 [doi]
• Light-Weight Spiking Neuron Processing Core for Large-Scale 3D-NoC Based Spiking Neural Network Processing SystemsMark Ogbodo, The Vu, Khanh Dang, Abderazek Abdallah. 133-139 [doi]
• Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior RegularizationBin Liu. 140-146 [doi]
• Learning How Spectator Reactions Affect Popularity on TwitchJeongmin Kim, Kunwoo Park, Hyeonho Song, Jaimie Y. Park, Meeyoung Cha. 147-154 [doi]
• BCGAN-Based Over-Sampling Scheme for Imbalanced DataMinjae Son, Seungwon Jung, Jihoon Moon, Eenjun Hwang. 155-160 [doi]
• Learning Low-Rank Representation for Matrix CompletionMinsu Kwon, Ho-Jin Choi. 161-164 [doi]
• A Befitting Image Data Crawling and Annotating System with CNN Based Transfer LearningKyu Hong Hwang, Myung-Jae Lee, Young-Guk Ha. 165-168 [doi]
• Trainable Multi-contrast Windowing for Liver CT SegmentationJangho Kwon, Kihwan Choi. 169-172 [doi]
• The Collective Trip Planning Query Processing Using G-Tree Index StructureJunkyu Lee, Seog Park. 173-180 [doi]
• Sequence-Aware Factored Mixed Similarity Model for Next-Item RecommendationLiulan Zhong, Jing Lin, Weike Pan, Zhong Ming 0001. 181-188 [doi]
• A Fast Algorithm for Weighted Tensor Rank MinimizationSanchao Ding. 189-192 [doi]
• Dual Similarity Learning for Heterogeneous One-Class Collaborative FilteringXiancong Chen, Weike Pan, Zhong Ming 0001. 193-196 [doi]
• Performance Evaluation of Spatial Data Management Systems Using GeoSparkHansub Shin, Kisung Lee, Hyuk-Yoon Kwon. 197-200 [doi]
• Coreference Resolution with Hierarchical Pointer Networks Based on Pointing MethodsCheoneum Park, Changki Lee, Hyunki Kim. 201-208 [doi]
• Online Structural Break Detection for Pairs Trading Using Wavelet Transform and Hybrid Deep Learning ModelShen-Hang Huang, Wen-Yueh Shih, Jing-You Lu, Hao Han Chang, Chao-Hsien Chu, Jun-Zhe Wang, Jiun-Long Huang, Tian-Shyr Dai. 209-216 [doi]
• Paraphrase Bidirectional Transformer with Multi-task LearningBowon Ko, Ho-Jin Choi. 217-220 [doi]
• Deep Learning-Based Multi-Chatbot Broker for Q&A Improvement of Video Tutoring AssistantOzoda Makhkamova, Kang-Hee Lee, KyoungHwa Do, Doohyun Kim. 221-224 [doi]
• Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NERYejin Kim, Juae Kim, Jungyun Seo. 225-228 [doi]
• Managing Heterogeneous Data on a Big Data Platform: A Multi-criteria Decision Making Model for Data-Intensive ScienceGautam Pal, Katie Atkinson, Gangmin Li. 229-239 [doi]
• Uncertainty-Aware Forecasting of Renewable Energy SourcesDirenc Pekaslan, Christian Wagner 0002, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez. 240-246 [doi]
• Green Space and Happiness of Developed CountriesSeyedeh Farnoosh Hashemi Fesharaki, Ali Behrouz, Jeasurk Yang, Donghee Yvette Wohn, Meeyoung Cha. 247-250 [doi]
• A Protein Embedding Model for Drug Molecular ScreeningChao Che, Min Zhu, Yongjun Zhu, Qiang Zhang, Dongsheng Zhou, Bin Wang. 251-254 [doi]
• Deep Learning Based Response Generation using Emotion Feature ExtractionHo-Jin Choi, Young-Jun Lee. 255-262 [doi]
• An Efficient Reinforcement Learning based Charging Data Delivery Scheme in VANET-Enhanced Smart GridGuangyu Li, Chen Gong 0002, Lin Zhao, Jinsong Wu 0001, Lila Boukhatem. 263-270 [doi]
• Solving Arithmetic Word Problems with a Templatebased Multi-Task Deep Neural Network (T-MTDNN)Donggeon Lee, Gahgene Gweon. 271-274 [doi]
• Effective Integration of Automatic Word Spacing and Morphological Analysis in KoreanHongjin Kim, Harksoo Kim. 275-278 [doi]
• KoTAB: Korean Template-Based Arithmetic Solver with BERTKyung Seo Ki, Donggeon Lee, Gahgene Gweon. 279-282 [doi]
• Extracting Principal Smartness Dimensions of Smart Speakers Using Topic Modeling and Sentiment AnalysisWonbin Park, Seungwoo Choi, Mun Yi. 283-286 [doi]
• Estimating Revenues of Seoul Commercial Alley Services using Tensor Decomposition & Generating Recommendation SystemSungjin Park, Suan Lee, Jinho Kim. 287-294 [doi]
• An AHP/TOPSIS-Based Approach for an Optimal Site Selection of a Commercial Opening Utilizing GeoSpatial DataSalman Ahmed Shaikh, Mohsin Ali Memon, Milos Prokop, Kyoung-Sook Kim. 295-302 [doi]
• Visual Imputation Analytics for Missing Time-Series Data in Bayesian NetworkHanbyul Yeon, Hyesook Son, Yun Jang. 303-310 [doi]
• Interactive Analytics of Massive Spatial Vector Data via Display-Driven ComputingMengyu Ma, Ye Wu, Luo Chen, Jun Li 0020, Ning Jing, Chun Du. 311-314 [doi]
• GraphWGAN: Graph Representation Learning with Wasserstein Generative Adversarial NetworksRong Yan, Huawei Shen, Cao Qi, Keting Cen, Li Wang. 315-322 [doi]
• A Drug-Induced Liver Injury Prediction Model using Transcriptional Response Data with Graph Neural NetworkDoyeong Hwang, Minji Jeon, Jaewoo Kang. 323-329 [doi]
• Supplier Impersonation Fraud Detection using Bayesian InferenceRémi Canillas, Omar Hasan, Laurent Sarrat, Lionel Brunie. 330-337 [doi]
• A Way to Explore the Lower Bound of Adversarial PerturbationKeJi Han, Yuxuan Bai, Yun Li. 338-341 [doi]
• Efficient Mining Closed k-Mers from DNA and Protein SequencesJingsong Zhang, Cheng Bi, Yinglin Wang, Tao Zeng, Bo Liao, Luonan Chen. 342-349 [doi]
• Identifying Cell Type Specific TF Combinatorial Regulation via a Two-Stage Statistical MethodKairong Liu, Andrew Hutchins, Yong Wang. 350-357 [doi]
• PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health ManagementYu Huang, Chih-Ling Hsu, Vincent S. Tseng. 358-365 [doi]
• H-BFQ: Supporting Multi-Level Hierarchical Cgroup in BFQ SchedulerKwonje Oh, Jonggyu Park, Young Ik Eom. 366-369 [doi]
• Importance of Data Distribution on Hive-Based Systems for Query Performance: An Experimental StudyHilmi Egemen Ciritoglu, John Murphy 0001, Christina Thorpe. 370-376 [doi]
• CPartition: a Correlation-Based Space Partitioning for Content-Based Publish/Subscribe Systems with Skewed WorkloadDaegun Yoon, Gyudong Park, Sangyoon Oh. 377-384 [doi]
• Transaction-Aware Data Cluster Allocation Scheme for Qcow2-Based Virtual DisksMinho Lee, Young Ik Eom. 385-388 [doi]
• Optimal Margin Distribution Machine with Sparsity Inducing PenaltyTeng Zhang, Hai Jin 0001. 389-392 [doi]
• Container-Based Coloured Petri-Net Co-simulation FrameworkIq Reviessay Pulshashi, Hyerim Bae, Riska Asriana Sutrisnowati. 393-395 [doi]
• A Regular Expression-based DGL for Meaningful Synthetic Data GenerationKai Cheng. 396-401 [doi]
• Gene Expression Prediction using Stacked Temporal Convolutional NetworkImam Mustafa Kamal, Nur Ahmad Wahid, Hyerim Bae. 402-405 [doi]
• Kernel Rotation Forests for ClassificationJaewoong Shim, Seokho Kang, Sungzoon Cho. 406-409 [doi]
• How to Reduce Confirmation Bias using Linked Open Data Knowledge RepositoryHyun Jung Lee, Bong-Won Park. 410-416 [doi]
• Intellectual Priority-based Low Latency Data Delivery Scheme for Multi-interface and Multi-channel Devices in Multi-hop Wireless Mesh NetworksSung-Hwa Lim, Young-Bae Ko. 417-419 [doi]
• A Multi-modal Approach for Emotion Recognition of TV Drama Characters Using Image and TextJung Hoon Lee, Hyun-Ju Kim, Yun-Gyung Cheong. 420-424 [doi]
• Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced Radiology ImageJaewoong Kang, Mye M. Sohn. 425-428 [doi]
• Ontology-aided Word2vec based Synonym Identification for Ontology AlignmentMinhwan Kim, Jongmo Kim, Kunyoung Kim, Mye M. Sohn. 429-431 [doi]
• Adding Noise Trajectory for Providing Privacy in Data Publishing by VectorizationRashid Tojiboev, Wookey Lee, Charles Cheolgi Lee. 432-434 [doi]
• Finding a Team of Skilled Players Based on HarmonyJafar Afshar, Arousha Haghighian Roudsari, Wookey Lee. 435-437 [doi]
• Visual Object Detection Based LiDAR Point Cloud ClassificationMuhammad Sualeh, Gon Woo Kim. 438-440 [doi]
• Moving Object Performance Analysis System Using Multi-camera Video and Position SensorsChang-Eun Lee, Gi Mun Um, Sangjoon Park, Kwang-Il Lee. 441-445 [doi]
• Efficient Calibration Method of Multiple LiDARs on Autonomous Vehicle PlatformDo-hyeong Kim, Gon Woo Kim. 446-447 [doi]
• Real-Time Multiple Vehicle Turn Signal Detection System Based on Energy RepresentationHo-rim Park, Sung-Su Jang, Young-Guk Ha. 448-451 [doi]
• A Universal Control System for Self-Driving Car Towards Urban ChallengesNam Van Dinh, Young-Guk Ha, Gon Woo Kim. 452-454 [doi]
• High Quality Training Set Collection using Generative Adversarial NetworkSung-Su Jang, Kyu Hong Hwang, Young-Guk Ha. 455-458 [doi]
• Multi-sensor Fusion Towards VINS: A Concise Tutorial, Survey, Framework and ChallengesNam Van Dinh, Gon Woo Kim. 459-462 [doi]
• Data Augmentation Method of Object Detection for Deep Learning in Maritime ImageHyeon-Cheol Shin, Kwang-Il Lee, Chang-Eun Lee. 463-466 [doi]
• Robustifying Visual Place Recognition with Semantic Scene CategorizationSaba Arshad, Gon Woo Kim. 467-469 [doi]
• Autonomous Driving Control Using End-to-End Deep LearningMyoung-Jae Lee, Young-Guk Ha. 470-473 [doi]
• A Comparative Study of Recent Real Time Semantic Segmentation Algorithms for Visual Semantic SLAMZeeshan Javed, Gon Woo Kim. 474-476 [doi]
• Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image ClassificationShan Ullah, Deok-Hwan Kim. 477-482 [doi]
• Normalized Residue Analysis for Deep Learning Based Probabilistic Forecasting of Photovoltaic GenerationsSoyeong Park, Sunme Park, Euiseok Hwang. 483-486 [doi]
• Research Issues on Generative Adversarial Networks and ApplicationsToshpulatov Mukhiddin, Wookey Lee, Suan Lee, Tojiboev Rashid. 487-488 [doi]
• Classification of Industrial Espionage Cases and CountermeasuresSoon-oh Jung, Chang-Hoon Jung. 489-494 [doi]
• A Study on the Government's Countermeasures Against Cyber AttacksSeo-hui Byeon, Woo-jong Suh. 495-499 [doi]
• A Study on Industrial Security PsychologyJi Won Hwang, Jae-Yeon Kim. 500-506 [doi]
• The Cloud System of Futuristic Vehicles and Security PoliciesDong-Won Kim, Hyun-Jin Kim, Seung-Hwan Myeong. 507-513 [doi]
• De-identification and Privacy Issues on Bigdata TransformationHyo-jun Lee, Si-heon Cho, Ji-won Seong, Suan Lee, Wookey Lee. 514-519 [doi]
• A Study on the Voice Security System Using Sensor TechnologyJi-won Seong, Hyo-jun Lee, Si-heon Cho. 520-525 [doi]
• Domain-Specific Image Caption Generator with Semantic OntologySeung Ho Han, Ho-Jin Choi. 526-530 [doi]
• Accelerating Randomly Projected Gradient with Variance ReductionSeongyoon Kim, SeYoung Yun. 531-534 [doi]
• Deep Electric Pole Anomaly Detection and Unsupervised Description GenerationDongkun Lee, Jehyun Nam, Ho-Jin Choi. 535-537 [doi]
• Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric FactoryDongseop Lee, Hyunjin Kim, Jaecheol Ryou 0001. 538-541 [doi]
• Forecasting Building Electricity Power Consumption Using Deep Learning ApproachYoung-Jun Lee, Ho-Jin Choi. 542-544 [doi]
• Deep Learning-Based Analysis on Monthly Household Consumption for Different Electricity ContractsChae-Gyun Lim, Ho-Jin Choi. 545-547 [doi]
• Prior Art Search Using Multi-modal Embedding of Patent DocumentsMyungchul Kang, Suan Lee, Wookey Lee. 548-550 [doi]
• Implementation of Python-Based Korean Speech Generation Service with TacotronMinsu Kwon, Young-Seob Jeong, Ho-Jin Choi. 551-552 [doi]
• Emotional Response Generation using Conditional Variational AutoencoderYoung-Jun Lee, Ho-Jin Choi. 553-554 [doi]
• Temporal Relationship Extraction for Natural Language Texts by Using Deep Bidirectional Language ModelChae-Gyun Lim, Ho-Jin Choi. 555-557 [doi]
• Multi-label Patent Classification using Attention-Aware Deep Learning ModelArousha Haghighian Roudsari, Jafar Afshar, Charles Cheolgi Lee, Wookey Lee. 558-559 [doi]
• Super-Resolution of License Plate Images via Character-Based Perceptual LossSeyun Lee, Ji-Hwan Kim, Jae-Pil Heo. 560-563 [doi]
• Source Code Summarization Using Attention-Based Keyword Memory NetworksYunseok Choi, Suah Kim, Jee-Hyong Lee. 564-570 [doi]
• Analyzing Deep Neural Networks with Noisy LabelsChan Lim, Sangwoo Han, Jongwuk Lee. 571-574 [doi]
• Artificial Neural Network Inspired by Neuroimaging Connectivity: Application in Autism Spectrum DisorderKyoungseob Byeon, Junmo Kwon, Jisu Hong, Hyunjin Park. 575-578 [doi]
• Emotion Recognition from Text Stories Using an Emotion Embedding ModelSeohui Park, Byung-Chull Bae, Yun-Gyung Cheong. 579-583 [doi]
• Real-Time Industrial Bin-Picking with a Hybrid Deep Learning-Engineering ApproachSukhan Lee 0001, Yeonho Lee. 584-588 [doi]
• Deep Neural Networks on Chip - A SurveyHuo Yingge, Imran Ali, Kang-Yoon Lee. 589-592 [doi]
• An Ultra Low Power, Configurable Intelligent Biasing Calibration for Medical Sensor Applications in 130 nm CMOS TechnologyImran Ali, Huo Yingge, Muhammad Asif, Kang-Yoon Lee. 593-596 [doi]
• Making Reproducible Research Data by Utilizing Persistent ID Graph StructureJung-Ho Um, Myeongseok Choi, Hyunwoo Kim, Sanghwan Lee. 597-600 [doi]
• KISTI Vehicle-Based Urban Sensing DatasetMinwoo Park, Ryong Lee, Rae-young Jang, Sang Hwan Lee. 601-604 [doi]
• Making IoT Data Ready for Smart City ApplicationsRyong Lee, Rae-young Jang, Minwoo Park, Ga-ye Jeon, Jae-Kwang Kim, Sang Hwan Lee. 605-608 [doi]
• Method of Predictive Maintenance for Induction Furnace Based on Neural NetworkYulim Choi, Hyeonho Kwun, Dohee Kim, Eunjoo Lee, Hyerim Bae. 609-612 [doi]
• Effect of Character and Word Features in Bidirectional LSTM-CRF for NERChirawan Ronran, Seungwoo Lee. 613-616 [doi]