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ORCIDRACS 2020: Gwangju, Korea
- Tomás Cerný, Juw Won Park:
RACS '20: International Conference on Research in Adaptive and Convergent Systems, Gwangju, Korea, October 13-16, 2020. ACM 2020, ISBN 978-1-4503-8025-6
Artificial Intelligence & Algorithms
- O-Joun Lee
, Jin-Taek Kim:
Learning Multi-modal Representations of Narrative Multimedia: a Case Study of Webtoons. 1-6 - Beanbonyka Rim, Junseob Kim, Min Hong:
Gender Classification from Fingerprint-images using Deep Learning Approach. 7-12 - Chih-Han Yang, Jhih-Wun Zeng, Cheng-Yueh Liu, Shih-Hao Hung:
Accelerating Variant Calling with Parallelized DeepVariant. 13-18 - Cheng-Shao Chiang, Chi-Sheng Daniel Shih:
Using Synthesized Data to Train Deep Neural Net with Few Data. 19-25 - Ida Ayu Putu Ari Crisdayanti, Jee-Hyong Lee:
Sequence to Sequence CycleGAN for Non-Parallel Sentiment Transfer with Identity Loss Pretraining. 26-30 - Hoyong Seo, Jee-Hyong Lee:
Adversarially-learned Image Transfer Model for Multi-content Disentanglement. 31-35 - Romancha Khatri, Kwanghee Won:
Kernel-controlled DQN based CNN Pruning for Model Compression and Acceleration. 36-41 - Kwanghee Won, Youjeong Jang, Hyung-Do Choi, Sung Shin:
Semantic Classification of EMF-related Literature using Deep Learning Models with Attention Mechanism. 42-46 - Sinwoo Yoo, Hyukjun Oh:
Analysis of commercial drone sounds and its identification. 47-52 - Sumin Jung, Taeg Keun Whangbo:
A study of the estimation of Stroke ASPECTS Scores based on NCCT brain scan images using deep learning. 53-58 - Christian Esposito, Oscar Tamburis, Chang Choi:
Multimodal Neuroimaging Game Theoretic Data Fusion in Adversarial Conditions. 59-66 - Jisu Park, Shin Cha, Seongbae Eun, Jeon Gue Park, Young-Sun Yun:
Data Augmentation and D-vector Representation Methods for Speaker Change Detection. 67-71 - Chan Sik Han, Keon Myung Lee:
Channel-Wise Attention and Channel Combination for Knowledge Distillation. 72-76 - Viet-Ngu Cong Huynh, Keon Myung Lee:
Solving the Multi-class Classification Task in Spiking Neural Network by using Supervised Spiking Learning Rule with a Consistent Competitive Mechanism. 77-81
Short Papers (Posters)
- Chan Sik Han, Keon Myung Lee:
Spiking Neural Network Transformer for Deploying into a Deep Learning Framework. 82-83 - Jin Han, Ki Sun Park, Keon Myung Lee:
An Automated Machine Learning Platform for Non-experts. 84-86 - Seungho Choi, Seoyeon Kim, Heelim Hong, Young Bin Kim:
Road Surface Profiling based on Artificial-Neural Networks. 87-89
Database & Data Mining
- Chuan-Chi Wang, Ying-Chiao Liao, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung:
PerfNet: Platform-Aware Performance Modeling for Deep Neural Networks. 90-95 - Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung:
Content-Based Collaborative Filtering using Word Embedding: A Case Study on Movie Recommendation. 96-100 - Giang T. C. Tran, Luong Vuong Nguyen, Jason J. Jung, Jeonghun Han:
Modeling User Loyalty for Korean Political YouTube Channels. 101-106 - Geon Ju Lee, Gen Li, David Camacho, Jason J. Jung:
Discovering Synergic Association by Feature Clustering from Soccer Players. 107-112
Network Computing
- Yung-Feng Lu, Chin-Fu Kuo, Hung-Ming Chen, Hsueh-Wen Tseng, Shih-Chun Chou, Yu-Ming Liao:
A Three-Factor Mutual Authentication Scheme for Cyber-Physical Systems. 113-118 - Rupak Kumar Das, Ahyoung Lee:
A Study of Load-Balancing Solutions of Mobile Cloud Computing for Next-Generation Mobile Applications. 119-123 - Yung-Feng Lu, Hung-Ming Chen, Chin-Fu Kuo, Bo-Ting Chen, Zong-Yan Dai:
Enhanced Privacy with Blockchain-based Storage for Data Sharing. 124-129 - Soohyeon Choi, Sangwon Shin, Xiaozhu Jin, Sung Shin:
Secure and low computation authentication protocol for Wireless Body Area Network with ECC and 2D hash chain. 130-135 - Malik Muhammad Saad, Muhammad Toaha Raza Khan, Muhammad Ashar Tariq, Dongkyun Kim:
LSTM Enabled Artificial Intelligent Smart Gardening System. 136-141
POSTER SESSION: Short Papers (Posters)
- Taehyuk Heo, Jae-Hoon An, Younghwan Kim:
Design and Implementation of Migration Manager between Cloud Edge Platforms. 142-145 - Su June Lee, Jae-Hoon An, Younghwan Kim:
Migration Selection Method using two Factors based LSTM in Micro DataCenter. 146-148
Software Engineering
- Myeong-Kyu Kim, Sung-Ryul Kim:
Modifications using Circular Shift for a Better Bloom Filter. 149-154 - Rukang Yan, Zhan Gao, Lianbing Xu, Lei Cai, Zhengtao Xiang, Yufeng Chen:
Motion Mode Recognition for Traffic Safety in Campus Guiding Application. 155-160 - Torgeir Fladby, Hårek Haugerud, Stefano Nichele, Kyrre M. Begnum, Anis Yazidi:
Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations. 161-166 - Tomás Cerný, Andrew Walker, Jan Svacina, Vincent Bushong, Dipta Das, Karel Frajták, Miroslav Bures, Pavel Tisnovsky:
Mapping Study on Constraint Consistency Checking in Distributed Enterprise Systems. 167-174 - Jan Svacina, Jackson Raffety, Connor Woodahl, Brooklynn Stone, Tomás Cerný, Miroslav Bures, Dongwan Shin, Karel Frajták, Pavel Tisnovsky:
On Vulnerability and Security Log analysis: A Systematic Literature Review on Recent Trends. 175-180 - Vincent Bushong, Russell Sanders, Jacob Curtis, Mark Du, Tomás Cerný, Karel Frajták, Miroslav Bures, Pavel Tisnovsky, Dongwan Shin:
On Matching Log Analysis to Source Code: A Systematic Mapping Study. 181-187 - Dipta Das, Micah Schiewe, Elizabeth Brighton, Mark Fuller, Tomás Cerný, Miroslav Bures, Karel Frajták, Dongwan Shin, Pavel Tisnovsky:
Failure Prediction by Utilizing Log Analysis: A Systematic Mapping Study. 188-195 - Seoyeon Kim, Jaehyeok Jeong, Jaehee Kim, Young-Sun Yun, Bongjae Kim, Jinman Jung:
Developing IoT Applications Using Spiking Neural Networks Framework. 196-200
System Software
- Kwangho Cha, Kyungmo Koo, Hyun Mi Jung:
Performance improvement of PCI Express adapter cards by adjusting the location of DMA functions. 201-206 - Jian-He Liao, He-Ru Chen, Ya-Shu Chen:
A Cache Contention-aware Run-time Scheduling for Power-constrained Asymmetric Multicore Processors. 207-212 - Yi-Ying Lu, Chin-Hsien Wu, Ya-Shu Chen:
A Machine-Learning-based Data Classifier to Reduce the Write Amplification in SSDs. 213-218 - Yi-Chuan Liang, Ying-Chiao Liao, Chen-Ching Lin, Shih-Hao Hung:
Toward Fast Platform-Aware Neural Architecture Search for FPGA-Accelerated Edge AI Applications. 219-225 - Min-Yu Tsai, Youfang Lai, Yujie Chi, Xun Jia, Shih-Hao Hung:
Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV Electrons. 226-233 - Guosheng Peng, Yufeng Chen, Zhengtao Xiang, Kai Che, Jinliang Zhang, Lianbing Xu:
Design and Research of Permanent Magnet Synchronous Motor Controller and Protection System Based on FPGA. 234-238 - Yu-Chen Lin, Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, Jian-Jia Chen, Xue Liu, Tei-Wei Kuo:
Overheating-Avoidance Remapping Scheme for Reliability Enhancement of 3D PCM Storage Systems. 239-246 - Chi-Sheng Daniel Shih, Hao-Yu Chen:
An Extrinsic Depth Camera Calibration Method for Narrow Field of View Color Camera. 247-254 - Kicheol Park, Yena Lee, Jiman Hong, Jae-Hoon An, Bongjae Kim:
Selecting a Proper Neuromorphic Platform for the Intelligent IoT. 255-260 - Heejin Kim, Kyuho Kim, Jiman Hong, Junyeong Heo, Joongjin Kook:
EDAroid: An Efficient Dynamic Analysis Tool for Android Applications. 261-266
Short Papers (Posters)
- Younggwan Kim, Jusuk Lee, Ajung Kim, Jiman Hong:
Load Balancing for Machine Learning Platform in Heterogeneous Distribute Computing Environment. 267-270 - Jae-Seung Han, Jae-Hoon An, Younghwan Kim:
Design and Implementation of Analytical Load Balancing between Distributed Collaborative Container Platforms. 271-274 - Chanhyup Kim, Jae-Hoon An, Younghwan Kim:
Design and Implementation an OpenMCP distributed collaborative container platform for flexible scaling and service delivery. 275-278 - Yena Lee, Jae-Hoon An, Younghwan Kim:
Scheduler for Distributed and Collaborative Container Clusters based on Multi-Resource Metric. 279-281
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