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ORCIDBigComp 2025: Kota Kinabalu, Malaysia
- IEEE International Conference on Big Data and Smart Computing, BigComp 2025, Kota Kinabalu, Malaysia, February 9-12, 2025. IEEE 2025, ISBN 979-8-3315-2902-4
- Saranya Manikandan, Shivani Jadhav, Duksan Ryu, Sungsoo Ahn:
Examining the Performance of Mamba Tab for Software Defect Prediction. 1-8 - Yeonju Jeong, Jae-Mun Choi, Young-Kuk Kim:
Optimizing PROTAC Design: A Novel Approach Using Exposure Scores for Linker Site Selection. 9-12 - Wenming Cao, Yixin Yang, Jianqi Zhong, Yicha Zhang:
Refining Long-Term Predictions: Two-Stage Spatial-Temporal Feature Learning for 3D Human Motion Prediction. 13-19 - Byungrok Kim, Myeong-Ha Hwang, Jeonghyun Joo, YooJin Kwon, Hyunwoo Lee:
CubeDimAE: Automatic Autoencoder Generation based on Dimension Estimation by Tessellation. 20-25 - Junha Hwang, Jonghwa Shim, Eunbeen Kim, Eenjun Hwang:
Diffusion-based portrait image generation scheme using plug-in adapters. 26-32 - Kim Kwanggeun, Seonkyu Lim, Seungho Choi, Suk-Ju Kang:
Financial Data Generation Utilizing Graph Information from Transaction Networks. 33-40 - Sandeep Varma, Shivam, Sarun Natarajan, Ankita Banerjee, Sourodeep Roy:
From Data to Decisions: Enterprise-Level Domain-Specific Graph Retrieval-Augmented Generation Systems for Advanced Question Answering. 41-48 - Jihoon Chung, Kazuki Neo, Muhammad Khan, Ethan Cruz, Zhi Zheng, Thilanka Munasinghe, Jennifer C. Wei:
Exploring Flooded Fraction Prediction through Machine Learning Models Focusing on Medical Infrastructure in the Southeast U.S. Coastal Areas. 49-56 - Junlin Zeng, Tao Wang, Yinhao Wang, Xiaogang Pan:
Multi-objective Optimization and Dynamic Water Level Regulation Algorithms a case study of the US Great Lakes system. 57-64 - Simu Liu, Kailin Jiao, Junping Du, Yawen Li, Zhe Xue, Xiaoyang Sean Wang, Ziqiang Yu, Yunchuan Shi:
Time Sensitive Multiple POIs Route Planning on Bus Networks. 65-72 - Ijaz Ahmad, Md Shahriar Uzzal, Seokjoo Shin:
Secure Retrieval of Brain Tumor Images using Perceptual Encryption. 73-74 - Suyeon Wy, Junyoung Kim, Mikang Sim, Daehong Kwon, Jaebum Kim:
Assessing the impact of reference genomes on the quality of a reference-guided genome assembly. 75-76 - Eojin Joo, Young-Jun Lee, Ho-Jin Choi:
Entropy-based Sentence-level Hallucination Score in Large Language Models. 77-78 - Jonghyun Han, Soohyun Lee, Jongyoul Park:
PIE Text Encoder: Padding Is Enough to generate Image in diffusion based Text-to-Image Model. 79-87 - Faisal Mohammad, Duksan Ryu:
Multimodal Learning for Just-In-Time Software Defect Prediction in Autonomous Driving Systems. 88-89 - Eunjeong Ju, Jeonghwa Lee, Duksan Ryu:
DefectGRANDE: Hybrid Approach for Class Imbalance in Software Defect Prediction. 90-91 - Charyeong Heo, Nayoung Park
, Jaebum Kim:
Alu as the Driver of CNV Formation: A Computational Approach to Reveal NAHR. 92-93 - Gyu Hyeon Choi, Kyeong Seok Lee, Ho-Mook Cho:
Effective Detection Technique of Copyright Infringement Illegal Sharing Sites. 94-95 - Minseo Kwon, Sungyoon Jeong, Jeongmin Choi, Gwanghee Lee, KyoungSon Jhang:
Smooth Categorical Cross-Entropy: An Improved Approach to Overcome the Limitations of CCE. 96-102 - Shivani Jadhav, Saranya Manikandan, Duksan Ryu:
Enhancing the Software Defect Prediction using AutoInt. 103-104 - Chaeyeon Sagong, Huy Kang Kim:
Survival Sequences: Win Prediction from a Strategy Sequence Approach. 105-106 - Yechan Hwang, Jinsu Lim, Young-Jun Lee, Ho-Jin Choi:
Exploring performance and consistency in mathematical reasoning across problem types. 107-110 - Keumseok Kang, Sanghun Sel, Jeongmu Kim, Giltae Song:
Predicting Protein-Ligand binding Residue with Token classification. 111-112 - Sriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu:
Enhancing Software Defect Prediction: Integrating SAINT with Ant Colony Optimization and Explainable AI. 113-114 - Yoonjae Lee, Kyung Seo Ki, Gahgene Gweon, Bugeun Kim:
Examining the Impact of Expression Fragmentation and Number Redundancy on Financial QA task. 115-116 - Seung-Ho Han, Ho-Jin Choi:
TNIM: A Unified Text-to-Noise Influence Mapping Approach for Diffusion Models. 117-119 - Chaeyun Kim, Eunseo Kim, Yeonhee Kim, Jaehyeong Sim, Jongkil Kim:
Enhancing Gender Prediction Model Performance through Automatic Individual Entity Extraction and Class Balance. 120-121 - Chuangying Zhu, Yongyu Liang, Limiao Zhong, Xinyuan Liang, Fei Xie:
Mixterm Topic Model: A Short Text Topic Model in Low-Resource Scenarios. 122-128 - Jeonghwa Lee, Eunjeong Ju, Duksan Ryu:
Code Summarization Using Mamba-SoTaNa. 129-135 - Byungil Yun, Dahye Kim, Yungjin Kim, Young-Seob Jeong:
Sentence Embedding Using Supervised Contrastive Learning on Hierarchical Categories. 136-139 - Masashi Kudo, Tsubasa Takahashi, Isao Echizen, Hayato Yamana:
eCommTouch: A Benchmark Dataset for Touch-based Continuous Mobile Device Authentication for e-Commerce. 140-147 - Qinghua Du, Kai Zhang, Zhenying He, Yinan Jing, X. Sean Wang, Zhenqiang Chen, Changchun Zhang:
CWODL: Cross-platform Data Analytics Workflow Optimization with Deep Learning. 148-155 - Seongbeom Kim, Jintaek Kang, Kyunghoon Kim, Seungwook Lee, Beomseok Nam:
CXLSim: A Simulator for CXL Memory Expander. 156-159 - Kayumov Abduaziz, Shincheol Lee, Ji Sun Shin:
Trusted and Privacy-Preserving Billing System for Smart Grids. 160-166 - Yi Liu, Junping Du, Zhe Xue, Zeli Guan:
Dynamic Computing First Network Multi-dimensional Resource Collaborative Allocation Based on Federated Segmentation Learning. 167-174 - Jiuzhao Yang, Junping Du, Yingxia Shao, Yawen Li, Ang Li, Guanhua Ye:
MSformer: Joint Prediction of Multi-Dimensional Resources in Computing Power Network based on Multi-Granularity Sampling. 175-182 - Mahe Zabin, Syed Tasnimul Karim Ayon, Farhan Md. Siraj, Mehedi Hasan Shuvo, Ho-Jin Choi, Jia Uddin:
Few-Shot Learning-Based Machine Fault Diagnosis Using EMD-Gammatone Spectrogram with Limited Labeled Audio Dataset. 183-190 - Jonghwan Hyeon, Yung-Hwan Oh, Young-Jun Lee, Ho-Jin Choi:
Enhancing Speech Emotion Recognition through Segmental Average Pooling of Self-supervised Learning Features. 191-198 - Seonkyu Lim, Jeongwhan Choi, Jaehoon Lee, Noseong Park:
FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account Features. 199-206 - Soyoung Kim, Harang Lee, Keecheon Kim:
A framework for Anti-Money Laundering based on AI and SATP in CBDC Transactions. 207-213 - Mário Papík, Lenka Papíková:
Automated Machine Learning for Predicting Corporate Tax Non-Compliance. 214-220 - Juan Rodriguez Cardenas, Nazmus Sakib, Sweta Sneha:
Advancing Android Malware Detection with Deep Learning & LLMs in Big Data Ecosystem: A Forward Vision. 221-227 - Juhyeon Kim, Hyunjung Shin:
Continual Learning with Flexible Preservation. 228-235 - Yi-Cheng Shih, Tian-Shyr Dai, Yen-Wu Ti, Yun Kuo, Wun-Hao Wang, Ying-Ping Chen:
A Novel Feature Filtering Mechanism to Avoid Concept Shifts from Deteriorating Model Predictability. 236-243 - Sean Vucinich, Qiang Zhu, Niccolò Meneghetti:
An Approach to Enhancing Fairness in a Dynamically Growing Federated Learning Environment. 244-251 - Muhammad Saleem, Shan Ullah, Deok-Hwan Kim:
Dual-Branch Residual CNN-LSTM Model for Emotion Classification using PPG and GSR. 252-255 - Wa Ode Zuhayeni Madjida, Toshiyuki Amagasa:
Attribute-controlled Summarization: Enhancing Semantic Approach for Numerical Attribute Prediction on Knowledge Graphs. 256-263 - Sanghyun Cho, Minho Kim, Hye-Lynn Kim, Jung-Hun Lee, Hyuk-Chul Kwon:
Multilingual Table Question Answering for Low-Resource Languages via Selective Question Translation and Cross-Lingual Adaptation. 264-272 - Sanghyun Cho, Hye-Lynn Kim, Jung-Hun Lee, Hyuk-Chul Kwon:
SWING: Weakly Supervised Table Question Answering with Self-training via Reinforcement Learning. 273-278 - Sooyeon Hwang, Gahgene Gweon, Eunseong Kwon:
MERNet: Multimodal Emotion Recognition in Conversation Network via Cross-Modal Knowledge Distillation and Contrastive Learning. 279-286 - Mohamed A. Sharaf, Nishi Kochunni, Heba Helal, Omar El Harrouss:
CoDAQ: Congressional-Based Data Imputation for Aggregate Queries. 287-294 - Suyeon Shin, Byoung-Tak Zhang:
Relaxed HLP: A Metric for Flexible High-Level Plan Evaluation in Embodied Environments. 295-298 - Hanbing Zhang, Yinan Jing, Wei Zhang, Zhenying He, Kai Zhang, X. Sean Wang, Zhenqiang Chen, Changchun Zhang:
InsightCube: Accelerating Interactive Insight Discovery in Exploratory Data Analysis. 299-306 - Abdulyekeen T. Adebisi, Ho-Won Lee, Kalyana C. Veluvolu:
Attention GCN-LSTM Model for Dementia Identification Using Functional Brain Networks. 307-314 - Hyeyoung Lee, Muhammad Nadeem:
IoT Anomaly Detection with Sound-Based Spectral Analysis and Lightweight Model. 315-322 - Qiang Cai, Jing Han, Xiao Zhang, Yi Wang:
MUEU: Meta-Learned User Preference Estimation for Cold-Start Recommendation via enriching the representations of users. 323-328 - Parth N. Thakrar, Vedant V. Patel, Abhishek Jindal:
An Improved Recommendation System Using K-Means Clustering and Matrix Factorization. 329-336 - Seungyun Shin, Subin Lee, Kibeom Kim, Hyewon Lee, Giltae Song:
SNP Position Filtering and Multimodal Approach in Heart Failure Risk Prediction. 337-340 - Runqing Tang, Yawen Li, Zhe Xue, Junping Du, Guanhua Ye:
Big Data Time Series Prediction Based on Feature-Enhanced Transformer Model. 341-348 - Ruiying Chen, Qingang Tang:
Time-Series Forecasting in Healthcare: A Dual-Framework Approach with Latent Class Integration. 349-356 - Qian Xiong, Xuanyi Wang, Chao Jing:
MOAT: An improved multi-modal matching algorithm based on object attention and tensor fusion. 357-360 - Joo In, Kim Sung Hoon, Kim Gi Nam, Kwan-Hee Yoo, F. M. Fahmid Hossain:
A Comprehensive Deep Learning Approach for Real-Time Detection and Classification of Large and Small Defects in Industrial Applications. 361-364 - Kim Sung Hoon, F. M. Fahmid Hossain, Kwan-Hee Yoo, Shimaa Kotb, Kim Ah Rong, Kim Hyun Jong, Chi Su Young:
AI-Based Color Prediction Analysis for Recycled Polyester Dyeing Processes. 365-367 - Jin Yong Park, Tae-Sung Kim:
An Automated Scenario Generation Model for Anti-phishing using Generative AI. 368-370 - Dongkyu Yun, SeongJu Joe, Ki Tae Park, Seok Kee Lee, Sang Hyun Choi:
Comparison of Crop Image Classification Model Performance According to Image Augmentation Techniques. 371-374 - Heon Jun Shin, Joohyung Oh, Woo-Seok Choi, Joong Hun Cho, Yeonseok Lee, Tae-Kyung Kim:
DVSMOT: Dual View Sharing for Enhanced Multi-Object Tracking and ID Switch Reduction. 375-378 - Su-Young Chi, Hyunjong Kim, Kangil Choi, Yohan Choi:
Enhancement Strategies for the AI Platform for Accelerated Materials Development and Innovation. 379-381 - You-Jeong Choi, Tae-Sung Kim:
Estimation of compensation scheme functions according to the level of image data de-identification*. 382-385 - Byeongjo Park, Tae-Sung Kim:
Framework for Effective Information Security Investments: A Data-Driven Model Recommendation for Information Security Investment Decision-Making. 386-389 - Junghwan Lee, Yeonseok Lee:
Proposing a business model analysis framework for IoT Bigdata. 390-393 - Syed Shehryar Ali Naqvi, Harun Jamil, Muhammad Faseeh, Murad Ali Khan, Su Young Chi, Do-Hyeun Kim:
Solar Data Analysis for Efficient Green Hydrogen Production. 394-396 - Seung-Hyeon Shin, Jeong-Hun Won, Moon-Gyu Kim, Doo Hwan Shin:
Development of a Construction Type Classification Model for Construction Using the KLUE-BERT. 397-400 - Seung-Ho Han, Jeongyun Han, Dongkun Lee, Ho-Jin Choi:
Quality Assurance Framework for Multimodal Assessment Datasets on AI Risk Factors. 401-405 - Eojin Joo, Chae-Gyun Lim, Jeongyun Han, Ho-Jin Choi:
An Analysis of Unsafe Responses with Magic Expressions across Large Language Models. 406-409 - Young-Jun Lee, Ho-Jin Choi:
Exploring the Visual Perspective Taking of Vision-and-Language Model. 410-411 - Jangkyum Kim, Ji-Won Choi, Donghyeon Park, Young Dae Ko:
Analytical Approach for Truthfulness Detection Using Multimodal Features: A Case Study with Vision and Audio Data. 412-414 - Chae-Gyun Lim, Young-Seob Jeong, Ho-Jin Choi:
Personalized Conversation Management with Emotional Memory. 415-418 - Hyunseok Chung, Sun-Young Hyun, Chang-Eun Lee, Young-Guk Ha:
Time Series Data Classification using the Knowledge-Augmented Transformer Model. 419-420 - Choulsoo Jang, Yoon-Seok Choi, Kwang-Yong Kim, Jaehwan Kim, Sungwoo Jun, Chang-Eun Lee:
Evaluation of LLM-Based VQA Models for Enhancing Battlefield Situation Awareness. 421-423 - Byeongsu Koo, Jooyeoun Lee, Myoungsuk Chung:
Case Study and Qualitative Comparison of Global Legal Frameworks for Platform Labor. 424-429 - Yeolhoon Sung, Jooyeoun Lee, Myoungsug Chung:
Decomposition Analysis of Household Electricity Consumption in South Korean Municipalities. 430-433
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last updated on 2025-12-09 00:11 CET by the dblp team
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