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ORCIDBigComp 2024: Bangkok, Thailand
- Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon:
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024. IEEE 2024, ISBN 979-8-3503-7002-7 - Minseok Kim, Sanghyun Park:
Unsupervised Multi-Head Attention Autoencoder for Multivariate Time-Series Anomaly Detection. 1-7 - Hao Ma, Wanying Cao, Jiale Peng, Jiadong Ren, Yuqing Zhang:
Security Evaluation of Emojis in NLP Tasks. 8-15 - Ye-Seom Jin, Jiseon Son, Taekyoung Kim, Hoolim Kim, Seunghwan Bang, HyungSeok Kim:
A Study on the Motion Sickness Reduction Technology in Vehicle Media Environment. 16-23 - Steffen Flämig, Wolfram Schiffmann:
Emergency Landing Field Identification Based on Artificial Neural Networks. 24-31 - Mahe Zabin, Anika Nahian Binte Kabir, Muhammad Khubayeeb Kabir, Ho-Jin Choi, Jia Uddin:
Machine Fault Diagnosis Using EMD-Gammatone Texture Representation and A Lightweight Self-Attention SqueezeNet. 32-39 - Pei-Chieh Sung, Hsu-Chao Lai, Guan-Yi Jhang, Tsì-Uí Ik
, Chih-Chuan Wang, Jiun-Long Huang:
MoCVAE: Movement Prediction by A Conditional Variational Autoencoder for Doubles Badminton. 40-47 - Xiongjin Leng, Yan Yang, Yongquan Jiang, Yan Liu:
A Road Surface Defect Segmentation Model Based on GLoRA and Multi-Scale Completeness. 48-55 - Seung-Ho Han, Ho-Jin Choi:
Refining Saliency Maps Using Gaussian Mixture Model. 56-59 - Christopher G. Harris:
Combining Human-in-the-Loop Systems and AI Fairness Toolkits to Reduce Age Bias in AI Job Hiring Algorithms. 60-66 - Dae-Young Park, In-Young Ko:
An Empirical Study of Utility and Disclosure Risk for Tabular Data Synthesis Models: In-Depth Analysis and Interesting Findings. 67-74 - Zeli Guan, Junping Du, Zhe Xue:
Public Safety Event Detection Based on Reinforcement Federated Client Selection. 75-82 - Masoud Reyhani Hamedani, Jin-Su Ryu, Sang-Wook Kim:
Random-Walk-Based or Similarity-Based Methods, Which is Better for Directed Graph Embedding? 83-89 - Chae-Gyun Lim, Ho-Jin Choi, Medard Edmund Mswahili, Goodwill Erasmo Ndomba, Young-Seob Jeong:
Machine Feeling by Knowledge Acquisition with Emotion Map. 90-96 - Juncheng Zheng, Meiyu Liang, Yang Yu, Junping Du, Zhe Xue:
Multimodal Knowledge Graph-Guided Cross-Modal Graph Network for Image-Text Retrieval. 97-100 - Naoki Yoshimaru, Kazuma Kusu, Yusuke Kimura, Hidetsugu Nanba, Kenji Hatano:
Construction of Ingredient Embedding Considering Both Cooking Recipes and Their Ingredients. 101-108 - Harshita Gupta, Mayank Kabra, Asmita Zjigyasu, Madhav Rao:
PA-SIE: Pixel-Attack Methodology Factored Selective Image Encryption Scheme for Low Resource Edge Computing Systems. 109-116 - Himasara Navanjana Warnakulasuriya, Tandin Dorji, Teerayut Horanont:
Indoor Positioning Based on Time of Flight and Kalman Filtering Using Ultra-Wideband Sensors. 117-123 - Adeel Rafiq, Muhammad Zeeshan Shakir, David Gray, Julie Inglis, Fraser Ferguson:
Empowering Managed Service Providers: Decentralised AI-Enabled Monitoring in Multi-Tenant Networks. 124-130 - Juseong Moon, Ronny Yongho Kim:
Preemptive Channel Access Scheme for Next Generation Wi-Fi. 131-135 - Hidemasa Tanaka, Shiori Hironaka, Kazuyuki Shudo:
Quantitative Analysis of the Reward Rate Disparity Among Delegators in a DPoS Blockchain. 136-142 - Guangxun Zhao, Hojin Shin, Seehwan Yoo, Seong-je Cho, Jongmoo Choi:
ThanosKV: A Holistic Approach to Utilize NVM for LSM-tree based Key- Value Stores. 143-150 - Charles Jaranilla, Hojin Shin, Seehwan Yoo, Seong-je Cho, Jongmoo Choi:
Tiered Storage in Modern Key-Value Stores: Performance, Storage-Efficiency, and Cost-Efficiency Considerations. 151-158 - Kuanysh Tokayev, Jurn-Gyu Park:
Uniformly Distributed Data Effects in Offline RL: A Case Study in Gridworld Setting. 159-166 - Masashi Kudo, Tsubasa Takahashi, Hayato Yamana:
Touch-Based Continuous Mobile Device Authentication Using One-vs-One Classification Approach. 167-174 - Rui Zhang, Yawen Li, Mengyu Zhuang, Guoxiang Chen, Ziqiang Yu:
Processing Conflict-Aware k Nearest Neighbor Queries in Euclidean Space. 175-182 - Eunjo Jang, Yeonju Song, Ki Yong Lee:
Cross Attention Integration: Enhancing Session-based Recommendations with Item-Category Interactions. 183-189 - Hyesoo Shin, Ki Yong Lee:
Deep k-Means Clustering Based on Graph Neural Networks: Leveraging Cohesion and Separation in Graph Nodes. 190-193 - Hwyjoon Jeon, Jonghwa Shim, Hyeonwoo Kim, Eenjun Hwang:
CartoonizeDiff: Diffusion-Based Photo Cartoonization Scheme. 194-200 - Hyunju Park, Jihwan Woo:
DSUSING: Dual Scale U-Nets for Singing Voice Synthesis. 201-206 - Wakana Kuwata, Ryota Mibayashi, Masanori Tani, Hiroaki Ohshima:
Glyph Generation for Japanese Calligraphy based on Encoding both Content and Style. 207-214 - Shan Ullah, Deok-Hwan Kim:
An Optimized EMG Encoder to Minimize Soft Speech Loss for Speech to EMG Conversions. 215-218 - Hanbyul Lee, YeongHyeon Park, Juneho Yi:
Enhancing Defective Solar Panel Detection with Attention-Guided Statistical Features Using Pre-Trained Neural Networks. 219-225 - Yuan Ren, Xutong Li, Xudong Liu, Richong Zhang:
Few-Shot KBQA Method Based on Multi-Task Learning. 226-233 - Huu-Long Pham, Ryota Mibayashi, Takehiro Yamamoto, Makoto P. Kato, Yusuke Yamamoto, Yoshiyuki Shoji, Hiroaki Ohshima:
Inference-Based No-Learning Approach on Pre-Trained BERT Model Retrieval. 234-241 - Yechan Hwang, Jinsu Lim, Young-Jun Lee, Ho-Jin Choi:
Enhancing Numerical Reasoning Performance by Augmenting Distractor Numerical Values. 242-245 - Tensho Miyashita, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst:
BERT-Based Movie Keyword Search Leveraging User-Generated Movie Rankings and Reviews. 246-256 - Shen Chenfu, Yoshiyuki Shoji, Takehiro Yamamoto, Katsumi Tanaka, Martin J. Dürst:
Generating Experiential Descriptions and Estimating Evidence Using Generative Language Model and User Products Reviews. 254-261 - Waqas Nawaz, Maryam Baig, Kifayat Ullah Khan:
Efficient Textual Similarity using Semantic MinHashing. 262-269 - Mingi Shin, Hyojin Chin, Hyeonho Song, Yubin Choi, Junghoi Choi, Meeyoung Cha:
Context-Aware Offensive Language Detection in Human-Chatbot Conversations. 270-277 - Kangsan Kim, Jingyu Yang, Kyo Chul Lee, Kwang Seok Kim, Sang-Keun Woo:
Binding Affinity Prediction of the Radiolabeled PSMA-617 with PSMA via Graph Neural Network. 278-280 - Sangkeun Ko, Seongho Min, Ye Shin Choi, Woo-Je Kim, Suan Lee:
Noise-Robust Sleep States Classification Model Using Sound Feature Extraction and Conversion. 281-286 - Hyunkyung Han, Jihyeon Seong, Jaesik Choi:
CardioCaps: Attention-Based Capsule Network for Class-Imbalanced Echocardiogram Classification. 287-294 - Yunju Kim, Woo Jin Cho, Yoojeong Song, Hyungjoon Kim:
SkinSavvy: Automated Skin Lesion Diagnosis and Personalized Medical Consultation System. 295-300 - Seungkyun Hong, Sunghyun Ahn, Youngwan Jo, Sanghyun Park:
Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation. 301-308 - Soo Min Chae, Seoyoung Yu, Jinpyung Kim, Jangho Lee:
On the Impact of Resolution in Fashion Attribute-based Re- identification. 309-312 - Changgeun Park, Jinpyung Kim, Jinseok Chae, Jangho Lee:
A Pilot Study on Intelligent Surveillance System based on Fashionpedia Dataset. 313-316 - Jooyoung Yoo, Seon Ho Kim, Krish Sukhani, Min Sang Yoo, Cyrus Shahabi:
Truck Detection and Counting in Low-Light Condition: Do We Need Infrared Camera? 317-324 - C. Alisdair Lee, C. Francis Lau, H. Anthony Chan:
Cloud-based Low-Cost Smart Care: Breathing Test Radar. 325-328 - Ang Li, Yawen Li, Zhe Xue, Zeli Guan, Mengyu Zhuang:
Learning Hierarchy-Aware Federated Graph Embedding for Link Prediction. 329-336 - Hyun Seok Park, Ha-Myung Park:
Enhancing Heterophilic Graph Neural Network Performance Through Label Propagation in K-Nearest Neighbor Graphs. 337-344 - Hyun Ho Kang, Kwan Soo Kim, Sang Su Lee, Choon Ki Ahn:
Finite Window Neural Network based Sliding Mode Control for a UAV System. 345-346 - Eunsun Yun, Minjoong Jeong:
Unsupervised Anomalous Sound Detection Using Hybrid Machine Learning Techniques. 347-348 - Thanda Shwe, Masayoshi Aritsugi:
Towards an Edge-Fog-Cloud Serverless Continuum for IoT Data Processing Pipeline. 349-350 - Chae-Gyun Lim, Young-Seob Jeong, Woo-Jin Kim, Youngjin Kim, Ho-Jin Choi:
Text Preprocessing and Annotation Tool for Time Information. 351-352 - Jinsu Lim, Yechan Hwang, Young-Jun Lee, Ho-Jin Choi:
Improving Financial QA via Enhancing Argument Understanding with an Argument Predictor. 353-354 - Jaehyuk Huh, Woongsup Lee:
Privacy-Preserving Consumer Churn Prediction in Telecommunication Through Federated Machine Learning. 355-356 - Goodwill Erasmo Ndomba, Young-Seob Jeong:
Effects of Swahili Monolingual Tokenizer on Downstream Tasks. 357-358 - Insu Choi, Woo Chang Kim:
An Iridescent Insights of Statistical Interdependencies of Financial Markets. 359-360 - Kei Terakura, Qiong Chang, Jun Miyazaki:
Acceleration of Neural Network Inference for Embedded GPU Systems. 361-362 - Gyu Hyeon Choi, Kyeong Seok Lee, Sang Ryu Park, Ho-Mook Cho:
Detecting and Classifying Harmful Websites with Specific Korean Keywords Using a Large Language Model. 363-364 - Eojin Joo, Do Kyung Lee, Junyoung Youn, Joo-Won Sung, Ho-Jin Choi:
Enhancing Knowledge Selection with Data Processing Based on Multiple Turns of Dialog in Knowledge-Grounded Open-Domain Conversations. 365-366 - Sung-yeon Kim, Young-Ho Park:
An Emotion Analysis Method Building Love Emotion Emoji Dictionary(LED) Using Deep Neural Network. 367-368 - Evelyn Hyeji Jeong, TaeJoo Yang, Jonghyeon Yang, Kiyun Yu:
Generating a Semantic Parsing Dataset for GeoKBQA Over OpenStreetMap. 369-370 - Hyewon Ryu, Sara Yu, Ki Yong Lee:
Extending Transformer to Predict Both the Order and Occurrence Times of Elements in a Sequence. 371-372 - Namhyeon Kim, Sangkeun Ko, Minkyu Kim, Suan Lee:
Deep Learning Model for Traffic Accident Prediction Using Multiple Feature Interactions. 373-374 - Heechan Yoon, Seungkyu Lee:
Neural Radiance Fields for Transparent Object Using Visual Hull. 375-376 - Dongkun Lee, Jonghwan Hyeon, Ho-Jin Choi:
Enhanced Deep Electric Pole Anomaly Detection Using Generative Adversarial Network-based Data Augmentation. 377-378 - Abdulhakin Mohamud Ismail, Ha-Myung Park:
Latent Representation Generation for Efficient Content-Based Image Retrieval in Weather Satellite Images Using Self-Supervised Segmentation. 379-380 - Nitheezkant R, Brij Bidhin Desai, Madhav Rao, Yukta Rajapur:
Predictive Drug Quality Control Using Machine Learning and Big Data. 381-382 - Byoung-Kug Kim, Yonghoon Cha, Jae-Hwan Lim, Keun-Woong Ryu, Heon-Jei Park, Sung-Hwa Hong:
Methods for Improving the Performance of Tactical Information Displays. 383-384 - TaeJoo Yang, Evelyn Hyeji Jeong, Jonghyeon Yang, Kiyun Yu:
Developing an Entity Linking Model for Geographic Knowledge Base Question Answering. 385-386 - Gunho Lee, Ryong Lee, Rae-young Jang, Gunwoo Lee, Myung-Seok Choi:
Enhanced Image Retrieval Through the Integration of Dense Global Descriptors and Structural Masks. 387-388 - Daewoong Choi, Seokyong Lee, Jonghyeon Yang, Kiyun Yu:
Extended Abstract: Entity Linking in GeoKBQA: Deep Learning Approaches for Enhanced Mention Detection. 389-390 - Bowen Gan, X. Sean Wang, Yibing Shi, Wei Hua:
Optimization of Incremental Join Based on Auxiliary View. 391-392 - YoungHyeon Cho, MiYeun Shin, Kwangil Lee, Yunsok Lee:
Performance Analysis for Generative Image Restoration Algorithm for Battlefield Objects. 393-394 - Chang-Eun Lee, Jaeuk Baek, Seungwon Do, Sungwoo Jun, Young-Guk Ha:
Multi-Agent Based Collaborative Agent Architecture for Battlefield Situation Awareness. 395-396 - Hyunseok Chung, Sun-Young Hyun, Young-Guk Ha:
Battlefield Situation Awareness Using Pretrained Generative LLM. 397-398 - Deokgyu Yun, Junyoung Kim, Hyunsu Kim, Younggeun Kim:
A Wedge Fastening Strength Recognition System for Safety Diagnosis of Large-Capacity Generators and Propulsion Systems For Navy Vessels. 399-400 - Wiriya Mahikul, Nathanon Theptakob, Shinanang Promkaew, Thanin Methiyothin, Peeradone Srichan, Suphanat Wongsanupha, Kittisak Onuean, Waranrach Viriyavit:
A Comparative Study of Time Series Analysis for Infectious Disease Trends in Thailand. 401-405 - Kharittha Jangsamsi, Kasidet Samosorn, Puttimate Hirunuran, Prapawin Sakdapetchsiri, Wiriya Mahikul, Rithee Smithrithee, Krisana Chinnasarn:
Web Application for Screening Malignant Melanoma in Digital Images Using Deep Learning. 406-411 - Wiriya Mahikul, Thamonwan Thongbun, Asama Tungparamutsakul, Pornwanut Kitudom, Phond Phunchongharn, Shinanang Promkaew, Nipon Singkam, Athita Onuean:
Machine Learning for Predicting the Severity of Road Accident Victims at a University Hospital Emergency Center. 412-417 - Apisit Saengsai, Athita Onuean, Wittama Thumcharoen, Anuparp Boonsongsrikul, Podchara Klinwichit, Krisana Chinnasarn, Nuttaporn Phakdee, Norrarat Wattanamongkhol:
Broadband Internet Speed Dashboard for Sustainable Service Improvement in Thailand. 418-423 - Anuparp Boonsongsrikul, Norrarat Wattanamongkhol, Athita Onuean, Krisana Chinnasarn, Nuttaporn Phakdee, Teerapol Silawan, Anirut Kantasa-Ard:
Performance Metrics and Strategy for Evaluating Internet Speed Tests in Fixed Broadband Networks. 424-428 - Jimin Jung, Miyoung Kim, Sungwook Jung, Erin Oh, Seung-Hun Oh, IkBeom Jang:
The Curation of Art: Using Slot Filling to Expand Accessibility to The Public. 429-432 - Sung Jae Jung, Hajung Kim, Kyoung Sang Jang:
LLM Based Biological Named Entity Recognition from Scientific Literature. 433-435 - Taehong Kim, Jun-Hyeong Do, Joong Il Kim, Jeong-Woo Seo, Youngjae Jeong, Kyoung-Mi Jang:
Inclusive User Experience Design for Older Adults: Focusing on XR-Based Cognitive and Physical Training. 436-438 - Icktae Kim, Taehong Kim:
KMBIG: Safeguarding Data Sharing with Advanced Anonymization and Risk Management. 439-444 - T. G. Harrison, Thomas Böhme, Mario Kubek, Herwig Unger:
GraphLearner: An Approach to Sequence Recognition and Generation. 445-451 - Marcel Schaible, Herwig Unger, Henrik Kletke:
A Context-Supported Hyperlink Navigation Process. 452-456 - Supaporn Simcharoen, Anirach Mingkhwan, Herwig Unger:
X-WiKi: Graph-Based Knowledge Aggregation from Wikipedia Pages i. 457-463 - Yanakorn Ruamsuk, Anirach Mingkhwan, Herwig Unger:
Designing and Implementing Chatbot Dialogues for Effective Knowledge Exchange: A Methodological Approach. 464-469 - Minji Kwon, Seungkyu Oh, Wookey Lee:
Deep Learning-Based Recognizing and Visualizing Emotions Through Acoustic Signals. 470-474 - Toshpulatov Mukhiddin, Wookey Lee, Chingiz Tursunbaev, Suan Lee:
Human Action Recognition Utilizing Doppler-Enhanced Convolutional 3D Networks. 475-478
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