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ORCIDBigComp 2021: Jeju Island, South Korea
- Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-Guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson K. Leung
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IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021. IEEE 2021, ISBN 978-1-7281-8924-6 - Alfredo Cuzzocrea:
Big Data Lakes: Models, Frameworks, and Techniques. 1-4 - Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon:
Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark. 5-12 - Tangina Sultana, Young-Koo Lee:
Expressive Rule Pattern Based Compression with Ranking in Horn Rules on RDF Style KB. 13-19 - Hoyoung Lee, Minho Lee, Young Ik Eom:
Partial Tiering: A Hybrid Merge Policy for Log Structured Key-Value Stores. 20-23 - Jaebeom You, Jaekyu Lee, Hyuk-Yoon Kwon:
A Complete and Fast Scraping Method for Collecting Tweets. 24-27 - Peerapon Akkapusit, In-Young Ko:
Task-oriented Approach to Guide Visually Impaired People During Smart Device Usage. 28-35 - Nattarika Potigutsai, Ohm Sornil:
Hand and Fingertip Detection for Game-Based Hand Rehabilitation. 36-43 - Jinwei Liu, Richard A. Aló, Yohn Jairo Parra Bautista:
DeepTrace: Improving Pandemic Health Care by Identifying Disparities and Determinants. 44-47 - Yohn Jairo Parra Bautista, Jinwei Liu, Richard A. Aló:
Behavior Analysis of Pandemic Source Media Communications. 48-51 - Zheng Chen, MeiYu Liang, Wanying Yu, Yongkang Huang, Xiaoxiao Wang:
Intelligent Teaching Evaluation System Integrating Facial Expression and Behavior Recognition in Teaching Video. 52-59 - Seok-Jun Bu, Hyung-Jun Moon, Sung-Bae Cho:
Adversarial Signal Augmentation for CNN-LSTM to Classify Impact Noise in Automobiles. 60-64 - Tianyi Yao, Daniel LeJeune, Hamid Javadi, Richard G. Baraniuk, Genevera I. Allen:
Minipatch Learning as Implicit Ridge-Like Regularization. 65-68 - Huyen Giang Thi Thu, Thuy Nguyen Thanh, Tai Le Quy:
A Neighborhood Deep Neural Network Model using Sliding Window for Stock Price Prediction. 69-74 - Mohammad Taha Toghani, Genevera I. Allen:
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling. 75-78 - Ahmet Tugrul Bayrak, Asmin Alev Aktas, Okan Tunali, Orkun Susuz, Nese Abbak:
Personalized Customer Churn Analysis with Long Short-Term Memory. 79-82 - Tien-Cuong Bui, Van-Duc Le, Hai-Thien To, Sang-Kyun Cha:
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in Exemplars. 83-90 - Sangkeun Jung, Sungsu Lim:
Cluster-aware Semantic Vector Learning using BERT in Natural Language Understanding. 91-98 - Da-Young Lee, Hwan-Gue Cho:
How to Prevent Cross-texting in Mobile Messengers Using Honorifics Features in Korean Text. 99-105 - Hyeonjong Kim, Juhong Namgung, Siwoon Son, Myeong-Seon Gil, Yang-Sae Moon:
Performance Comparison of Spoken Language Detection Models with Embedding Replacement. 106-109 - Hyoil Han, SeungJin Lim:
Inaugural Speech Classification with Named Entities and Key Phrases. 110-113 - Ju Hee Han, Jee-In Kim, HyungSeok Kim, Jang-Won Suh:
Generate Individually Optimized Blendshapes. 114-120 - Mahe Zabin, Ho-Jin Choi, Jia Uddin, Md. Hasan Furhad, Abu S. S. M. Barkat Ullah:
Industrial Fault Diagnosis using Hilbert Transform and Texture Features. 121-128 - Logesh Rajendran, R. Shyam Shankaran:
Bigdata Enabled Realtime Crowd Surveillance Using Artificial Intelligence And Deep Learning. 129-132 - Chit Wutyee Zaw, Choong Seon Hong:
A Decentralized Game Theoretic Approach for Energy-aware Resource Management in Federated Learning. 133-136 - Robert Ahn, Ronaldo Gonçalves Junior, Tom Hill, Lawrence Chung, Sam Supakkul, Liping Zhao:
Discovering Business Problems Using Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach. 137-140 - Chu Myaet Thwal, Kyi Thar, Ye Lin Tun, Choong Seon Hong:
Attention on Personalized Clinical Decision Support System: Federated Learning Approach. 141-147 - Lennart Brocki, Neo Christopher Chung:
Input Bias in Rectified Gradients and Modified Saliency Maps. 148-151 - Arousha Haghighian Roudsari, Jafar Afshar, Suan Lee, Wookey Lee:
Comparison and Analysis of Embedding Methods for Patent Documents. 152-155 - Ashish Chouhan, Ajinkya Prabhune, Ankit Raj, Darshan Chandra, Sindhu Subramanya, Mahaveer Asangi, Sree Ganesh Thottempudi:
Shotifier: A Binary Shot Conversion Classifier Pipeline for Football Forwards. 156-163 - Ye Lin Tun, Kyi Thar, Chu Myaet Thwal, Choong Seon Hong:
Federated Learning based Energy Demand Prediction with Clustered Aggregation. 164-167 - Xiaoxiao Wang, MeiYu Liang, Xiaowen Cao, Junping Du:
Dual-pathway Attention based Supervised Adversarial Hashing for Cross-modal Retrieval. 168-171 - Moonjeong Park, Jun-Gi Jang, Lee Sael:
VEST: Very Sparse Tucker Factorization of Large-Scale Tensors. 172-179 - Passaniti Davide, Lutfillohonov Shahrullohon, Joonho Kwon:
Realistic Indoor Trajectory Generation Based on Delaunay Graph. 180-187 - Kazuma Kusu, Kenji Hatano:
A Hub-based Graph Management for Efficient Repetition Path Traversing. 188-191 - Minkyu Kim, Suan Lee:
Predicting Revenues of Seoul Commercial Alley using Neural Tensor Factorization. 192-195 - Junyoung Choi, Joonyoung Kim, Kyomin Jung:
Air Quality Prediction with 1-Dimensional Convolution and Attention on Multi-modal Features. 196-202 - Jindeuk Ko, Jooyeoun Lee:
Discovering Research Areas from Patents: A Case Study in Autonomous Vehicles Industry. 203-209 - Fatima Ali Aljanobi, Jeongkyu Lee:
Topological Data Analysis for Classification of Heart Disease Data. 210-213 - Jangseong Bae, Changki Lee:
Easy Data Augmentation for Improved Malware Detection: A Comparative Study. 214-218 - Hyeong-Jin Kim, Hyeon-Jo Lee, Jae-Woo Chang:
A Secure and Efficient Query Processing Algorithm Over Encrypted Database in Cloud Computing. 219-225 - Soo Jung Moon, Hoorin Park, Wonjun Lee:
Preventing Enclave Malware with Intermediate Enclaves on Semi-honest Cloud Platforms. 226-232 - Huakun Huang, Mark Ogbodo, Zhishang Wang, Chen Qiu, Masayuki Hisada, Abderazek Ben Abdallah:
Smart Energy Management System based on Reconfigurable AI Chip and Electrical Vehicles. 233-238 - Budi Darma Setiawan, Uwe Imre Serdült, Victor V. Kryssanov:
Smartphone Sensor Data Augmentation for Automatic Road Surface Assessment Using a Small Training Dataset. 239-245 - Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong:
A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing. 246-251 - Hamed Javidi, Dan Simon, Ling Zhu, Yan Wang:
A multi-objective optimization framework for online ridesharing systems. 252-259 - Carson K. Leung, Yan Wen, Hao Zheng:
Conceptual Modeling and Smart Computing for Big Transportation Data. 260-267 - Kyu Hong Hwang, Ho-rim Park, Young-Guk Ha:
STFNet: Image Classification Model Based on Balanced Texture and Shape Features. 268-274 - Ho-rim Park, Kyu Hong Hwang, Young-Guk Ha:
An Object Detection Model Robust to Out-of-Distribution Data. 275-278 - Jaeuk Baek, Chang-Eun Lee, Sangjoon Park:
Multi-Reference Based Target Tracking for TDOA Systems. 279-282 - Seungwon Do, Junseong Bang:
Experimental Analysis Based on Binary Classification to Distinguish the Authenticity of Text with Social Network Data. 283-286 - Jin-Mo Choi, Jeany Son, Sangjoon Park:
Learning Video Correspondence using Appearance Module for Target Tracking. 287-290 - Jeany Son, Soyeon Lee:
Hidden Enemy Visualization using Fast Panoptic Segmentation on Battlefields. 291-294 - Seung-chan Mok, Gon-Woo Kim:
Simulated Intensity Rendering of 3D LiDAR using Generative Adversarial Network. 295-297 - Nguyen Duc Toan, Kim Gon Woo:
Mapless Navigation with Deep Reinforcement Learning based on The Convolutional Proximal Policy Optimization Network. 298-301 - Nam Van Dinh, Gon-Woo Kim:
Solid-State LiDAR based-SLAM: A Concise Review and Application. 302-305 - Do-Hyeong Kim, Gon-Woo Kim:
Multiple 3D LiDARs Extrinsic Parameter Estimation Method Using Plane Features. 306-308 - Shan Ullah, Deok-Hwan Kim:
Sparse Feature Learning for Human Activity Recognition. 309-312 - Ji-won Seong, Wookey Lee, Suan Lee:
Multilingual Speech Synthesis for Voice Cloning. 313-316 - Busra Ozlu, Bong Sup Shim:
Flexible and Wearable PEDOT-Paper Pressure Sensor for Detecting Human Voice. 317-320 - Hyun-Kyu Jeon, Yun-Gyung Cheong:
A Peer Learning Method for Building Robust Text Classification Models. 321-324 - Young-Seong Cho, Samuel Kim, Jee-Hyong Lee:
Source Model Selection for Transfer Learning of Image Classification using Supervised Contrastive Loss. 325-329 - Kyung Do Park, Dong Gyun Kim, YoungGun Pu, Kang-Yoon Lee:
10.76 TOPS/W CNN Algorithm Circuit using Processor-In-Memory with 8T-SRAM. 330-333 - Su Been Lee, Jun Ho Park, Ji Young Kim, Seung Yeol Lee, Jae-Pil Heo:
Regularization with Multiple Feature Combination for Few-Shot Learning. 334-337 - Sangwoo Han, Chan Lim, Bonggeon Cha, Jongwuk Lee:
An Empirical Study for Class Imbalance in Extreme Multi-label Text Classification. 338-341 - Jihyeong Park, Suan Lee, Jinho Kim:
CHNE: Context-aware Heterogeneous Network Embedding. 342-345 - Deepak Kumar, Nalin Kumar, Subhankar Mishra:
QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification. 346-349 - Na-Dan Hong, Qiang Ma, Young-Seob Jeong:
Text Style Transfer Using DRG Framework of Combined Retrieval Strategy. 350-353 - Young-Jun Lee, Ho-Jin Choi:
Comparative Study of Emotion Annotation Approaches in Korean Dialogue. 354-357 - Changha Lee, Seong-Hwan Kim, Chan-Hyun Youn:
Pattern-Wise Embedding System for Scalable Time-series Database. 358-361 - Kyo-Joong Oh, Jiha Song, Hyeongak An, Ho-Jin Choi:
A Framework of Callbot for Dialogue Process in Seperated Network. 362-364 - Vincenzo Scotti, Roberto Tedesco, Licia Sbattella:
A Modular Data-Driven Architecture for Empathetic Conversational Agents. 365-368 - Chae-Gyun Lim, Ho-Jin Choi:
Generating Temporal Relation Candidates Based on Open-domain Relation in Clinical Notes. 369-371 - Gi Hyun Lee, Myoungsug Chung, Joo Yeoun Lee:
Policy for building safety accident prevention system using beacon-based technology: focused on school safety policy cases. 372-374 - Jeong Hyeon Han, Joo Yeoun Lee:
Digital Healthcare Industry and Technology Trends. 375-377 - Uri Chae, Insoo Lee, Jooyeoun Lee:
Policy and trend analysis for the creation of IP convergence content cluster. 378-381
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