BigComp

Publications

2024

Waqas Nawaz, Maryam Baig, Kifayat Ullah Khan
Efficient Textual Similarity using Semantic MinHashing. BigComp (2024)
Yunju Kim, Woo Jin Cho, Yoojeong Song, Hyungjoon Kim
SkinSavvy: Automated Skin Lesion Diagnosis and Personalized Medical Consultation System. BigComp (2024)
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. BigComp (2024)
Kei Terakura, Qiong Chang, Jun Miyazaki
Acceleration of Neural Network Inference for Embedded GPU Systems. BigComp (2024)
Tensho Miyashita, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst
BERT-Based Movie Keyword Search Leveraging User-Generated Movie Rankings and Reviews. BigComp (2024)
Juseong Moon, Ronny Yongho Kim
Preemptive Channel Access Scheme for Next Generation Wi-Fi. BigComp (2024)
Hyunju Park, Jihwan Woo
DSUSING: Dual Scale U-Nets for Singing Voice Synthesis. BigComp (2024)
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. BigComp (2024)
Minseok Kim, Sanghyun Park
Unsupervised Multi-Head Attention Autoencoder for Multivariate Time-Series Anomaly Detection. BigComp (2024)
Yechan Hwang, Jinsu Lim, Young-Jun Lee, Ho-Jin Choi
Enhancing Numerical Reasoning Performance by Augmenting Distractor Numerical Values. BigComp (2024)
Dongkun Lee, Jonghwan Hyeon, Ho-Jin Choi
Enhanced Deep Electric Pole Anomaly Detection Using Generative Adversarial Network-based Data Augmentation. BigComp (2024)
Wakana Kuwata, Ryota Mibayashi, Masanori Tani, Hiroaki Ohshima
Glyph Generation for Japanese Calligraphy based on Encoding both Content and Style. BigComp (2024)
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. BigComp (2024)
Seung-Ho Han, Ho-Jin Choi
Refining Saliency Maps Using Gaussian Mixture Model. BigComp (2024)
Hyunkyung Han, Jihyeon Seong, Jaesik Choi
CardioCaps: Attention-Based Capsule Network for Class-Imbalanced Echocardiogram Classification. BigComp (2024)
Zeli Guan, Junping Du, Zhe Xue
Public Safety Event Detection Based on Reinforcement Federated Client Selection. BigComp (2024)
Kuanysh Tokayev, Jurn-Gyu Park
Uniformly Distributed Data Effects in Offline RL: A Case Study in Gridworld Setting. BigComp (2024)
Soo Min Chae, Seoyoung Yu, Jinpyung Kim, Jangho Lee
On the Impact of Resolution in Fashion Attribute-based Re- identification. BigComp (2024)
Masashi Kudo, Tsubasa Takahashi, Hayato Yamana
Touch-Based Continuous Mobile Device Authentication Using One-vs-One Classification Approach. BigComp (2024)
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. BigComp (2024)
Bowen Gan, X. Sean Wang, Yibing Shi, Wei Hua
Optimization of Incremental Join Based on Auxiliary View. BigComp (2024)
Hwyjoon Jeon, Jonghwa Shim, Hyeonwoo Kim, Eenjun Hwang
CartoonizeDiff: Diffusion-Based Photo Cartoonization Scheme. BigComp (2024)
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. BigComp (2024)
Toshpulatov Mukhiddin, Wookey Lee, Chingiz Tursunbaev, Suan Lee
Human Action Recognition Utilizing Doppler-Enhanced Convolutional 3D Networks. BigComp (2024)
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. BigComp (2024)
Eunjo Jang, Yeonju Song, Ki Yong Lee
Cross Attention Integration: Enhancing Session-based Recommendations with Item-Category Interactions. BigComp (2024)
Juncheng Zheng, Meiyu Liang, Yang Yu, Junping Du, Zhe Xue
Multimodal Knowledge Graph-Guided Cross-Modal Graph Network for Image-Text Retrieval. BigComp (2024)
Hyunseok Chung, Sun-Young Hyun, Young-Guk Ha
Battlefield Situation Awareness Using Pretrained Generative LLM. BigComp (2024)
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. BigComp (2024)
Changgeun Park, Jinpyung Kim, Jinseok Chae, Jangho Lee
A Pilot Study on Intelligent Surveillance System based on Fashionpedia Dataset. BigComp (2024)
YoungHyeon Cho, MiYeun Shin, Kwangil Lee, Yunsok Lee
Performance Analysis for Generative Image Restoration Algorithm for Battlefield Objects. BigComp (2024)
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. BigComp (2024)
Yuan Ren, Xutong Li, Xudong Liu, Richong Zhang
Few-Shot KBQA Method Based on Multi-Task Learning. BigComp (2024)
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. BigComp (2024)
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. BigComp (2024)
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. BigComp (2024)
Hidemasa Tanaka, Shiori Hironaka, Kazuyuki Shudo
Quantitative Analysis of the Reward Rate Disparity Among Delegators in a DPoS Blockchain. BigComp (2024)
Rui Zhang, Yawen Li, Mengyu Zhuang, Guoxiang Chen, Ziqiang Yu
Nearest Neighbor Queries in Euclidean Space. BigComp (2024)
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. BigComp (2024)
Minji Kwon, Seungkyu Oh, Wookey Lee
Deep Learning-Based Recognizing and Visualizing Emotions Through Acoustic Signals. BigComp (2024)
Evelyn Hyeji Jeong, TaeJoo Yang, Jonghyeon Yang, Kiyun Yu
Generating a Semantic Parsing Dataset for GeoKBQA Over OpenStreetMap. BigComp (2024)
Mingi Shin, Hyojin Chin, Hyeonho Song, Yubin Choi, Junghoi Choi, Meeyoung Cha
Context-Aware Offensive Language Detection in Human-Chatbot Conversations. BigComp (2024)
Daewoong Choi, Seokyong Lee, Jonghyeon Yang, Kiyun Yu
Extended Abstract: Entity Linking in GeoKBQA: Deep Learning Approaches for Enhanced Mention Detection. BigComp (2024)
C. Alisdair Lee, C. Francis Lau, H. Anthony Chan
Cloud-based Low-Cost Smart Care: Breathing Test Radar. BigComp (2024)
Shan Ullah, Deok-Hwan Kim
An Optimized EMG Encoder to Minimize Soft Speech Loss for Speech to EMG Conversions. BigComp (2024)
Xiongjin Leng, Yan Yang, Yongquan Jiang, Yan Liu
A Road Surface Defect Segmentation Model Based on GLoRA and Multi-Scale Completeness. BigComp (2024)
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. BigComp (2024)
Chang-Eun Lee, Jaeuk Baek, Seungwon Do, Sungwoo Jun, Young-Guk Ha
Multi-Agent Based Collaborative Agent Architecture for Battlefield Situation Awareness. BigComp (2024)
Thanda Shwe, Masayoshi Aritsugi
Towards an Edge-Fog-Cloud Serverless Continuum for IoT Data Processing Pipeline. BigComp (2024)
Insu Choi, Woo Chang Kim
An Iridescent Insights of Statistical Interdependencies of Financial Markets. BigComp (2024)