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ORCIDBigComp 2023: Jeju, Republic of Korea
- Hyeran Byun, Beng Chin Ooi, Katsumi Tanaka, Sang-Won Lee, Zhixu Li, Akiyo Nadamoto, Giltae Song, Young-Guk Ha, Kazutoshi Sumiya, Yuncheng Wu, Hyuk-Yoon Kwon, Takehiro Yamamoto:
IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023. IEEE 2023, ISBN 978-1-6654-7578-5 - Kyeongjin Mun, Bonggeon Cha, Jongwuk Lee, Jihyeon Kim, Hyuncheol Jo:
CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball Games. 1-8 - Seokhyun Ryu, Sohyun Kim, Jaeyung Jun, Donguk Moon, Kyungsoo Lee, Jungmin Choi, Sunwoong Kim, Hyungsoo Kim, Luke Kim, Won Ha Choi, Moohyeon Nam, Dooyoung Hwang, Hongchan Roh, Young-Pyo Joo:
System Optimization of Data Analytics Platforms using Compute Express Link (CXL) Memory. 9-12 - Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha
:
Self-supervised learning for climate downscaling. 13-17 - Kai Cheng:
Classification of Event Sequences Based on Temporal Relation Features. 18-25 - Muhammad Asif Khan, Ridha Hamila, Hamid Menouar:
CLIP: Train Faster with Less Data. 34-39 - Yi-Feng Chen, Wen-Yueh Shih, Hsu-Chao Lai, Hao-Chun Chang, Jiun-Long Huang:
Pairs Trading Strategy Optimization Using Proximal Policy Optimization Algorithms. 40-47 - Zhiyuan Sui, Jing Li:
An Auditable and Efficient Prepaid Scheme with Privacy Preservation in Smart Grids. 48-55 - Ye Lin Tun, Chu Myaet Thwal, Yu Min Park, Seong-Bae Park, Choong Seon Hong:
Federated Learning with Intermediate Representation Regularization. 56-63 - Agus Riyadi, Máté Kovács, Uwe Serdült, Victor V. Kryssanov:
A Machine Learning Approach to Government Business Process Re-engineering. 56-63 - Jaewon Lee, Myung Jun Kim, Hyunjung Shin:
Lazy Node-Dropping Autoencoder. 64-68 - Jurn-Gyu Park, Damir Seit, Kuanysh Tokayev:
Feed-forward Design vs. Mimic Learning for Interpretable Deep Models: A Comparative Study. 69-76 - Jihye Lee, Kang-Wook Chon, Min-Soo Kim:
A GPU-based tensor decomposition method for large-scale tensors. 77-80 - Heechul Lim, Min-Soo Kim:
A BERT-enhanced Graph Neural Network for Knowledge Base Population. 81-84 - Md Golam Morshed, Young-Koo Lee:
LFP: Layer Wise Feature Perturbation based Graph Neural Network for Link Prediction. 85-91 - Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi:
Inductive Graph-based Knowledge Tracing. 92-99 - Taehwan Yun, Myung Jun Kim, Hyunjung Shin:
Fast Integration for Multiple Graphs with Neumann Approximation. 100-104 - Sungmin Choi, Hyeon-Tae Seo, Yo-Sub Han:
JIDECA: Jointly Improved Deep Embedded Clustering for Android activity. 105-112 - Christopher G. Harris:
Evaluating Mitigation Approaches for Adversarial Attacks in Crowdwork. 113-119 - HyeoungGuk Kang, Donghoon Lee, Hyunsouk Cho:
Outlier-aware Cross-Market Product Recommendation. 120-123 - Zhaoyan Wang, In-Young Ko:
Edge-Cloud Collaboration Architecture for Efficient Web-Based Cognitive Services. 124-131 - Hyojung Jung, Hyun Woo Park, Yumin Kim, Yul Hwangbo:
Machine learning-based prediction for 30-day unplanned readmission in all-types cancer patients. 132-135 - Yumin Kim, Yeji Lee, Hyun Woo Park, Hyojung Jung, Yul Hwangbo, Hyo Soung Cha:
Prediction of Chemotherapy-Induced Neutropenia using Machine Learning in Cancer Patients. 136-139 - Sangil Chon, Kwon-Woo Ha, Seongjae Park, Sunghoon Jung:
An ECG Beat Classification Method using Multi-kernel ResNet with Transformer. 140-144 - Taehyun Kim, Minwook Kim, Hyewon Lee, Giltae Song:
One year mortality prediction in heart failure using feature selection and missing value imputation in deep learning. 145-148 - Jong Ho Jhee, Min-Young Song, Byung Gon Kim, Hyunjung Shin, Soo Youn Lee:
Transformer-Based Gene Scoring Model for Extracting Representative Characteristic of Central Dogma Process to Prioritize Pathogenic Genes Applying Breast Cancer Multi-omics Data. 149-154 - Giada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi:
Actionable Suggestions in Support of Rehospitalization Risk Predicted by Artificial Intelligence. 155-162 - Vyacheslav Shen, Dong-Kyum Kim, Elke Zeller, Meeyoung Cha:
Neural Classification of Terrestrial Biomes. 163-166 - Minwoo Kim, Haein Lee, Seon Hong Lee, Jang Hyun Kim:
What rather than how : A DMR topic modeling analysis of news coverage on the British Museum. 167-173 - Daniil Orel, Rustem Yeshpanov, Huseyin Atakan Varol:
Speech Recognition for Turkic Languages Using Cross-Lingual Transfer Learning from Kazakh. 174-182 - Dongjun Kang, JinYeong Bak:
Dialogue Response Evaluation Model with Conversational Feature Sensitive Negative Sampling. 183-186 - Minoki Kuriu, Israel Mendonça, Masayoshi Aritsugi:
Automatic Rule Definition for Pattern-Based Text Mining. 187-194 - Minho Sim, Jongwhoa Lee, Ho-Jin Choi:
Attention Masking for Improved Near Out-of-Distribution Image Detection. 195-202 - Jonghwa Shim, Eunbeen Kim, Hyeonwoo Kim, Eenjun Hwang:
Enhancing Image Representation in Conditional Image Synthesis. 203-210 - Askat Kuzdeuov, Darina Koishigarina, Huseyin Atakan Varol:
AnyFace: A Data-Centric Approach For Input-Agnostic Face Detection. 211-218 - Abanti Chakraborty Shruti, Rakib Hossain Rifat, Marufa Kamal, Md. Golam Rabiul Alam:
A Comparative Study on Bengali Speech Sentiment Analysis Based on Audio Data. 219-226 - Noviyanti Santoso, Israel Mendonça, Masayoshi Aritsugi:
Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis. 227-234 - Jongwhoa Lee, Minho Sim, Ho-Jin Choi:
MMTS: Multimodal Teacher-Student learning for One-Shot Human Action Recognition. 235-242 - Jinsu Lim, Eojin Joo, Ho-Jin Choi:
Nearest Neighbor Search using Metric-Preserving Function for Retrieval-based Dialogue System. 240-242 - Yi-Ming Chang, Ti-Li Lin, Hung-Chun Chi, Wei-Kai Lin:
Deep Learning-based AOI System for Detecting Component Marks. 243-247 - Sooyeon Park, Hyunseo Park, Hyuntak Kim, Yongsang Yoo, Min Song:
Jobicon:A Job Icon Dataset for Concept Recognition by Understanding Compositionality. 248-255 - YeongHyeon Park, Myung Jin Kim, Won Seok Park:
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance. 256-260 - Jeongyong Park, Bedeuro Kim, Hyoungshick Kim:
MENDEL: Time series anomaly detection using transfer learning for industrial control systems. 261-268 - Hyangsuk Min, Jae-Gil Lee:
Temporal Convolutional Network-Based Time-Series Segmentation. 269-276 - Taieui Song, Gahgene Gweon:
Predicting Next Application Most Likely Used with Word Embedding and Time-Series Data Encoding. 277-284 - Jeongho Lee, Yongju Song, Young Ik Eom:
DCA: A Dual-layer Cache Architecture for Providing High Lookup Performance in KV Stores. 285-286 - Wenjie Song, Tongjiang Yan:
Federated Learning Framework for Blockchain based on Second-Order Precision. 287-288 - Yao Wang, Jiong Zhao, Qicai Zhou, Xiaolei Xiong, Heng Zhang, Chuanlin Chen:
Identification of Hot data and Caching strategy for Industrial Big Data Based on Temperature Model. 289-290 - Joo-Chan Park, Dong-Geon Kim, Ji-Ro Yang, Kyo-Seok Kang:
Transformer-Based Flood Detection Using Multiclass Segmentation. 291-292 - Yifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu:
NFTeller: Dual Centric Visual Analytics of NFT Transactions. 293-294 - Yasmeen Anjeer Alshehhi, Ben Joseph Philip, Mohamed Abdelrazek, Alessio Bonti:
Needs and Challenges of Personal Data Visualisations in Mobile Health Apps: User Survey. 295-297 - Joontae Kim, Sang-Won Lee:
Dealloc FTL: Efficiently Managing Temporary Files on SSDs. 298-303 - Ilhan Song, Sang-Won Lee:
MTFT: Multi-Tenant Fair Throttling. 304-307 - JinKyu Lee, Jihie Kim:
Improving Generation of Sentiment Commonsense by Bias Mitigation. 308-311 - Kwon-Woo Ha, Seongjae Park, Sangil Chon, Jin-Kook Kim, Sunghoon Jung:
A SimSiam-based Generalized Model Training Technique for Classification of ECG from Heterogeneous Devices. 312-313 - Jihwan Shin, Yeji Song, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im:
TCAC-GAN: Synthetic Trajectory Generation Model Using Auxiliary Classifier Generative Adversarial Networks for Improved Protection of Trajectory Data. 314-315 - Rikuya Miyashita, Kazuki Nakajima, Mei Fukuda, Kazuyuki Shudo:
Randomizing Hypergraphs Preserving Two-mode Clustering Coefficient. 316-317 - SeJoon Park, Jihie Kim:
DAG-GCN: Directed Acyclic Causal Graph Discovery from Real World Data using Graph Convolutional Networks. 318-319 - Habuki Yamada, Nobuko Kishi, Masato Oguchi, Miyuki Nakano:
A Method for Estimating Online Chess Game Player Ratings with Decision Tree. 320-321 - Chung-Chun Lee, Seunghee Lee, Mi Hwa Song, Suehyun Lee, Jong-Yeop Kim:
Adverse Drug Reaction Posts Detection with a Bi-LSTM based approach. 322-323 - Jurn-Gyu Park:
Offline RL oriented Functions Design for Dynamic Power Management on CNN Workloads. 324-325 - Hirotaka Yoshioka, Yuto Hayamizu, Kazuo Goda, Masaru Kitsuregawa:
pmmeter: A Microbenchmark for Understanding Synchronization Cost on Persistent Memory. 326-327 - Jin Wook Jang, Jong Hee Lee, Gi Pou Nam, Sung Ho Lee:
System Design for determining the optimal pig shipping time using prediction model based on big data learning. 328-329 - Jinwei Liu, Rui Gong, Wei Zhou:
SmartEye: Detecting COVID-19 Misinformation on Twitter for Mitigating Public Health Risk. 330-331 - Hao-Hsuan Huang, Nen-Fu Huang, Jian-Wei Tzeng, Xiao-Ming Dong, Heng-Yu Kao, Tsung-Wei Lin:
Knowledge Map Automatic Update System Using Graph Convolutional Network. 332-333 - Heeryon Cho:
Comparison of Three Korean Sentiment/Emotion Word Dic tionaries. 334-335 - Geonwoo Ji, Constantino Msigwa, Denis Bernard, Geon Lee, Jiyoung Woo, Jaeseok Yun:
Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday Lives. 336-337 - Kyong-Shik Lee, Sang-Won Lee:
Rethinking TPC-C Characteristic: At Logical Write Perspective. 338-344 - Suyoung Bae, Eun Chong Kim, Yun-Gyung Cheong:
Extended Abstract: Predicting the Morality of a Character Using Character-Centric Embeddings. 345-346 - Hyunse Kim, Hyungbin Yun, Yungyu Lee, Min Soo Kim:
Feature Engineering and Selection for Predicting Foreign Exchange Rates. 347-348 - Byron Stuike, Yasaman Amannejad:
Pairwise Application Log Classification. 349-350 - Jihoon Moon, Hyuk-Yoon Kwon:
Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based Validation. 351-352 - Jong Ho Jhee, Myung Jun Kim, Myunggeon Park, Jeongheun Yeon, Yoonshin Kwak, Hyunjung Shin:
Fast Prediction for Suspect Candidates from Criminal Networks. 353-355 - Jae-Bin Lee, Sang Cheol Kim, Ju-Hee Lee, Hye-Yeong Jo:
A prognostic model for classification of COVID-19 severity based on clinical and laboratory testing data. 356-357 - Jaehyun Kim, Hyunjung Shin:
Prediction of Recurrence Probability of Thyroid Cancer Patients using Similarity Loss based Multi-modal Autoencoder. 358-360 - Jeongheun Yeon, Jong Ho Jhee, Hyunjung Shin:
Latent Inter-relation Augment between Crimes and Criminals using Factorization Machines. 361-363 - Insik Jang, Juhyeon Park, Heoncheol Lee:
Feature-based Map Merging with Mesh Networks in Swarm Robot Systems. 364-365 - Sungwoo Jun, Jaeuk Baek, Seungwon Do, Chang-Eun Lee:
Implementaion of 3D Collaborative Object Detection Systems using RGB-D Sensors. 366-368 - Pil-Song Kim, Sun-Young Hyun, Young-Guk Ha:
Battlefield Situation Awareness Model Using Convolutional LSTM. 369-370 - Saba Arshad, Gon-Woo Kim:
Leveraging Semantics in Appearance based Loop Closure Detection for Long-Term Visual SLAM. 371-372 - Gyuwon Jung, Sangjun Park, Uichin Lee, Eun-Yeol Ma, Heeyoung Kim:
Causal Analytic Process for Mobile Health Data. 373-374 - Eun-Yeol Ma, Heeyoung Kim, Uichin Lee:
Investigating Causality in Mobile Health Data through Deep Learning Models. 375-377 - Jiwan Kim, Doyoung Lee, Jaeho Kim, Ian Oakley:
Can Eye Gaze Improve Emotional State Detection on Off the Shelf Smart Devices Jiwan Kim Doyoung Lee Jaeho Kim. 378-380 - Kobiljon Toshnazarov, Taehong Lee, Youngtae Noh:
WildStress: exploring rich situational contexts for stress detection in the wild. 381-382 - Kwangyoung Lee, Hyunseung Lim, Sooyeon Ahn, Taewan Kim, Hwajung Hong:
Designing a Personalized Stress Management System for Call Center Workers. 383-385 - Uichin Lee, Gyuwon Jung, Sangjun Park, Eun-Yeol Ma, Heeyoung Kim, Yonggeon Lee, Youngtae Noh:
Data-driven Digital Therapeutics Analytics. 386-388 - Muhammad Salman, Youngtae Noh:
Contactless Vital Signs Tracking with mmWave RADAR in Realtime. 389-390 - Yonggeon Lee, Youngtae Noh, Uichin Lee:
Data Processing Pipeline of Short-Term Depression Detection with Large-Scale Dataset. 391-392 - Sangjun Park, Eunji Park, Paul H. Lee, Uichin Lee:
Measuring Device-Specific Physical Activity Trackability in Multi-Device Environments. 393-394 - Lennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung:
Deep Learning Mental Health Dialogue System. 395-398 - Sio Kei Im, Ka-Hou Chan:
Multilayer CARU Model for Text Summarization. 399-402 - Byeongcheon Lee, Jinyeong Oh, Woojin Shon, Jihoon Moon:
A Literature Review on AWS-Based Cloud Computing: A Case in South Korea. 403-406 - Seung-Dong Lee, Young-Seob Jeong:
Extracting Time Information from Korean Documents. 407-409 - Young-Jun Lee, Ho-Jin Choi:
Can CLIP Share Image in Dialogue? 410-412 - Subeen Leem, Jisong Oh, Jihoon Moon:
Towards an Effective Over-The-Top Platform Service: A Machine Learning Approach for Box Office Analysis. 413-416 - Chae-Gyun Lim, Ho-Jin Choi:
Memory-based Consultation System for Personalized Conversations Using Temporal Contexts. 417-419
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