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Viewing Publication 1 - 100 from 1117

2025

Refining Long-Term Predictions: Two-Stage Spatial-Temporal Feature Learning for 3D Human Motion PredictionWenming Cao 0001, Yixin Yang, Jianqi Zhong, Yicha Zhang. bigcomp 2025: 13-19 [doi]

Secure Retrieval of Brain Tumor Images using Perceptual EncryptionIjaz Ahmad 0002, Md Shahriar Uzzal, Seokjoo Shin. bigcomp 2025: 73-74 [doi]

IEEE International Conference on Big Data and Smart Computing, BigComp 2025, Kota Kinabalu, Malaysia, February 9-12, 2025IEEE, 2025. [doi]

Trusted and Privacy-Preserving Billing System for Smart GridsKayumov Abduaziz, Shincheol Lee, Ji Sun Shin. bigcomp 2025: 160-166 [doi]

Attention GCN-LSTM Model for Dementia Identification Using Functional Brain NetworksAbdulyekeen T. Adebisi, Ho Won Lee, Kalyana C. Veluvolu. bigcomp 2025: 307-314 [doi]

MUEU: Meta-Learned User Preference Estimation for Cold-Start Recommendation via enriching the representations of usersQiang Cai, Jing Han, Xiao Zhang, Yi Wang. bigcomp 2025: 323-328 [doi]

Advancing Android Malware Detection with Deep Learning & LLMs in Big Data Ecosystem: A Forward VisionJuan Rodriguez Cardenas, Nazmus Sakib, Sweta Sneha. bigcomp 2025: 221-227 [doi]

Time-Series Forecasting in Healthcare: A Dual-Framework Approach with Latent Class IntegrationRuiying Chen, Qingang Tang. bigcomp 2025: 349-356 [doi]

Enhancement Strategies for the AI Platform for Accelerated Materials Development and InnovationSu-young Chi, Hyunjong Kim, KangIl Choi, Yohan Choi. bigcomp 2025: 379-381 [doi]

SWING: Weakly Supervised Table Question Answering with Self-training via Reinforcement LearningSanghyun Cho, Hye-Lynn Kim, Jung-Hun Lee, Hyuk-Chul Kwon. bigcomp 2025: 273-278 [doi]

Multilingual Table Question Answering for Low-Resource Languages via Selective Question Translation and Cross-Lingual AdaptationSanghyun Cho, Minho Kim, Hye-Lynn Kim, Jung-Hun Lee, Hyuk-Chul Kwon. bigcomp 2025: 264-272 [doi]

Effective Detection Technique of Copyright Infringement Illegal Sharing SitesGyu-Hyeon Choi, Kyeong-Seok Lee, Ho Mook Cho. bigcomp 2025: 94-95 [doi]

*You-Jeong Choi, Tae Sung Kim. bigcomp 2025: 382-385 [doi]

Time Series Data Classification using the Knowledge-Augmented Transformer ModelHyunseok Chung, Sun-Young Hyun, Chang-Eun Lee, Young-Guk Ha. bigcomp 2025: 419-420 [doi]

Exploring Flooded Fraction Prediction through Machine Learning Models Focusing on Medical Infrastructure in the Southeast U.S. Coastal AreasJihoon Chung, Kazuki Neo, Muhammad Khan, Ethan Cruz, Zhi Zheng, Thilanka Munasinghe, Jennifer C. Wei. bigcomp 2025: 49-56 [doi]

CWODL: Cross-platform Data Analytics Workflow Optimization with Deep LearningQinghua Du, Kai Zhang 0006, Zhenying He, Yinan Jing, X. Sean Wang, Zhenqiang Chen, Changchun Zhang. bigcomp 2025: 148-155 [doi]

Quality Assurance Framework for Multimodal Assessment Datasets on AI Risk FactorsSeung Ho Han, Jeongyun Han, Dongkun Lee, Ho-Jin Choi. bigcomp 2025: 401-405 [doi]

TNIM: A Unified Text-to-Noise Influence Mapping Approach for Diffusion ModelsSeung Ho Han, Ho-Jin Choi. bigcomp 2025: 117-119 [doi]

PIE Text Encoder: Padding Is Enough to generate Image in diffusion based Text-to-Image ModelJongHyun Han, Soohyun Lee, Jongyoul Park. bigcomp 2025: 79-87 [doi]

Alu as the Driver of CNV Formation: A Computational Approach to Reveal NAHRCharyeong Heo, Nayoung Park, Jaebum Kim. bigcomp 2025: 92-93 [doi]

AI-Based Color Prediction Analysis for Recycled Polyester Dyeing ProcessesKim Sung Hoon, F. M. Fahmid Hossain, Kwan-Hee Yoo, Shimaa Kotb, Kim Ah Rong, Kim Hyun Jong, Chi Su Young. bigcomp 2025: 365-367 [doi]

Exploring performance and consistency in mathematical reasoning across problem typesYechan Hwang, Jinsu Lim, Young-Jun Lee, Ho-Jin Choi. bigcomp 2025: 107-110 [doi]

MERNet: Multimodal Emotion Recognition in Conversation Network via Cross-Modal Knowledge Distillation and Contrastive LearningSooyeon Hwang, Gahgene Gweon, Eunseong Kwon. bigcomp 2025: 279-286 [doi]

Diffusion-based portrait image generation scheme using plug-in adaptersJunha Hwang, Jonghwa Shim, Eunbeen Kim, Eenjun Hwang. bigcomp 2025: 26-32 [doi]

Enhancing Speech Emotion Recognition through Segmental Average Pooling of Self-supervised Learning FeaturesJonghwan Hyeon, Yung-Hwan Oh, Young-Jun Lee, Ho-Jin Choi. bigcomp 2025: 191-198 [doi]

A Comprehensive Deep Learning Approach for Real-Time Detection and Classification of Large and Small Defects in Industrial ApplicationsJoo In, Kim Sung Hoon, Kim Gi Nam, Kwan-Hee Yoo, F. M. Fahmid Hossain. bigcomp 2025: 361-364 [doi]

Enhancing the Software Defect Prediction using AutoIntShivani Jadhav, Saranya Manikandan, Duksan Ryu. bigcomp 2025: 103-104 [doi]

Evaluation of LLM-Based VQA Models for Enhancing Battlefield Situation AwarenessChoulSoo Jang, Yoon-Seok Choi, Kwang Yong Kim, Jaehwan Kim, Sungwoo Jun, Chang-Eun Lee. bigcomp 2025: 421-423 [doi]

Optimizing PROTAC Design: A Novel Approach Using Exposure Scores for Linker Site SelectionYeonju Jeong, Jae-Mun Choi, Young-Kuk Kim. bigcomp 2025: 9-12 [doi]

Entropy-based Sentence-level Hallucination Score in Large Language ModelsEojin Joo, Young-Jun Lee, Ho-Jin Choi. bigcomp 2025: 77-78 [doi]

An Analysis of Unsafe Responses with Magic Expressions across Large Language ModelsEojin Joo, Chae-Gyun Lim, Jeongyun Han, Ho-Jin Choi. bigcomp 2025: 406-409 [doi]

DefectGRANDE: Hybrid Approach for Class Imbalance in Software Defect PredictionEunjeong Ju, Jeonghwa Lee, Duksan Ryu. bigcomp 2025: 90-91 [doi]

Predicting Protein-Ligand binding Residue with Token classificationKeumseok Kang, Sanghun Sel, Jeongmu Kim, Giltae Song. bigcomp 2025: 111-112 [doi]

Continual Learning with Flexible PreservationJuhyeon Kim, Hyunjung Shin. bigcomp 2025: 228-235 [doi]

A framework for Anti-Money Laundering based on AI and SATP in CBDC TransactionsSoyoung Kim, Harang Lee, Keecheon Kim. bigcomp 2025: 207-213 [doi]

Enhancing Gender Prediction Model Performance through Automatic Individual Entity Extraction and Class BalanceChaeyun Kim, Eunseo Kim, Yeonhee Kim, Jaehyeong Sim, Jongkil Kim. bigcomp 2025: 120-121 [doi]

CubeDimAE: Automatic Autoencoder Generation based on Dimension Estimation by TessellationByungrok Kim, Myeong-Ha Hwang, Jeonghyun Joo, YooJin Kwon, HyunWoo Lee. bigcomp 2025: 20-25 [doi]

Analytical Approach for Truthfulness Detection Using Multimodal Features: A Case Study with Vision and Audio DataJangkyum Kim, Ji-Won Choi, Donghyeon Park, Young Dae Ko. bigcomp 2025: 412-414 [doi]

CXLSim: A Simulator for CXL Memory ExpanderSeongbeom Kim, Jintaek Kang, Kyunghoon Kim, Seungwook Lee, Beomseok Nam. bigcomp 2025: 156-159 [doi]

Case Study and Qualitative Comparison of Global Legal Frameworks for Platform LaborByeongsu Koo, JooYeoun Lee, Myoungsuk Chung. bigcomp 2025: 424-429 [doi]

eCommTouch: A Benchmark Dataset for Touch-based Continuous Mobile Device Authentication for e-CommerceMasashi Kudo, Tsubasa Takahashi 0001, Isao Echizen, Hayato Yamana. bigcomp 2025: 140-147 [doi]

Financial Data Generation Utilizing Graph Information from Transaction NetworksKim Kwanggeun, Seonkyu Lim, Seungho Choi, Suk-Ju Kang. bigcomp 2025: 33-40 [doi]

Smooth Categorical Cross-Entropy: An Improved Approach to Overcome the Limitations of CCEMinseo Kwon, Sungyoon Jeong, Jeongmin Choi, Gwanghee Lee, KyoungSon Jhang. bigcomp 2025: 96-102 [doi]

Code Summarization Using Mamba-SoTaNaJeonghwa Lee, Eunjeong Ju, Duksan Ryu. bigcomp 2025: 129-135 [doi]

IoT Anomaly Detection with Sound-Based Spectral Analysis and Lightweight ModelHyeyoung Lee, Muhammad Nadeem. bigcomp 2025: 315-322 [doi]

Proposing a business model analysis framework for IoT BigdataJunghwan Lee, Yeonseok Lee. bigcomp 2025: 390-393 [doi]

Exploring the Visual Perspective Taking of Vision-and-Language ModelYoung-Jun Lee, Ho-Jin Choi. bigcomp 2025: 410-411 [doi]

Examining the Impact of Expression Fragmentation and Number Redundancy on Financial QA taskYoonjae Lee, Kyung Seo Ki, Gahgene Gweon, Bugeun Kim. bigcomp 2025: 115-116 [doi]

Personalized Conversation Management with Emotional MemoryChae-Gyun Lim, Young-Seob Jeong, Ho-Jin Choi. bigcomp 2025: 415-418 [doi]

FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account FeaturesSeonkyu Lim, Jeongwhan Choi 0002, Jaehoon Lee 0002, Noseong Park. bigcomp 2025: 199-206 [doi]

Time Sensitive Multiple POIs Route Planning on Bus NetworksSimu Liu, Kailin Jiao, Junping Du 0001, Yawen Li 0001, Zhe Xue, Xiaoyang Sean Wang, Ziqiang Yu, Yunchuan Shi. bigcomp 2025: 65-72 [doi]

Dynamic Computing First Network Multi-dimensional Resource Collaborative Allocation Based on Federated Segmentation LearningYi Liu, Junping Du, Zhe Xue, Zeli Guan. bigcomp 2025: 167-174 [doi]

Attribute-controlled Summarization: Enhancing Semantic Approach for Numerical Attribute Prediction on Knowledge GraphsWa Ode Zuhayeni Madjida, Toshiyuki Amagasa. bigcomp 2025: 256-263 [doi]

Examining the Performance of Mamba Tab for Software Defect PredictionSaranya Manikandan, Shivani Jadhav, Duksan Ryu, Sungsoo Ahn. bigcomp 2025: 1-8 [doi]

Multimodal Learning for Just-In-Time Software Defect Prediction in Autonomous Driving SystemsFaisal Mohammad, Duksan Ryu. bigcomp 2025: 88-89 [doi]

Enhancing Software Defect Prediction: Integrating SAINT with Ant Colony Optimization and Explainable AISriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu. bigcomp 2025: 113-114 [doi]

Solar Data Analysis for Efficient Green Hydrogen ProductionSyed Shehryar Ali Naqvi, Harun Jamil, Muhammad Faseeh, Murad-Ali Khan, Su-young Chi, Do-Hyeun Kim 0001. bigcomp 2025: 394-396 [doi]

Automated Machine Learning for Predicting Corporate Tax Non-ComplianceMário Papík, Lenka Papíková. bigcomp 2025: 214-220 [doi]

An Automated Scenario Generation Model for Anti-phishing using Generative AIJin Yong Park, Tae Sung Kim. bigcomp 2025: 368-370 [doi]

Framework for Effective Information Security Investments: A Data-Driven Model Recommendation for Information Security Investment Decision-MakingByeongjo Park, Tae Sung Kim. bigcomp 2025: 386-389 [doi]

Survival Sequences: Win Prediction from a Strategy Sequence ApproachChaeyeon Sagong, Huy Kang Kim. bigcomp 2025: 105-106 [doi]

Dual-Branch Residual CNN-LSTM Model for Emotion Classification using PPG and GSRMuhammad Saleem, Shan Ullah, Deok-Hwan Kim. bigcomp 2025: 252-255 [doi]

CoDAQ: Congressional-Based Data Imputation for Aggregate QueriesMohamed A. Sharaf, Nishi Kochunni, Heba Helal, Omar El Harrouss. bigcomp 2025: 287-294 [doi]

A Novel Feature Filtering Mechanism to Avoid Concept Shifts from Deteriorating Model PredictabilityYi-Cheng Shih, Tian-Shyr Dai, Yen-Wu Ti, Yun Kuo, Wun-Hao Wang, Ying-Ping Chen. bigcomp 2025: 236-243 [doi]

Development of a Construction Type Classification Model for Construction Using the KLUE-BERTSeung-Hyeon Shin, Jeong-Hun Won, Moon-Gyu Kim, Doo Hwan Shin. bigcomp 2025: 397-400 [doi]

DVSMOT: Dual View Sharing for Enhanced Multi-Object Tracking and ID Switch ReductionHeon Jun Shin, JooHyung Oh, Woo-seok Choi, Joong Hun Cho, Yeonseok Lee, Tae-Kyung Kim. bigcomp 2025: 375-378 [doi]

SNP Position Filtering and Multimodal Approach in Heart Failure Risk PredictionSeungyun Shin, Subin Lee, Kibeom Kim, Hyewon Lee, Giltae Song. bigcomp 2025: 337-340 [doi]

Relaxed HLP: A Metric for Flexible High-Level Plan Evaluation in Embodied EnvironmentsSuyeon Shin, Byoung-Tak Zhang. bigcomp 2025: 295-298 [doi]

Decomposition Analysis of Household Electricity Consumption in South Korean MunicipalitiesYeolhoon Sung, JooYeoun Lee, Myoungsug Chung. bigcomp 2025: 430-433 [doi]

Big Data Time Series Prediction Based on Feature-Enhanced Transformer ModelRunqing Tang, Yawen Li 0001, Zhe Xue, Junping Du 0001, Guanhua Ye. bigcomp 2025: 341-348 [doi]

An Improved Recommendation System Using K-Means Clustering and Matrix FactorizationParth N. Thakrar, Vedant V. Patel, Abhishek Jindal. bigcomp 2025: 329-336 [doi]

From Data to Decisions: Enterprise-Level Domain-Specific Graph Retrieval-Augmented Generation Systems for Advanced Question AnsweringSandeep Varma, Shivam, Sarun Natarajan, Ankita Banerjee, Sourodeep Roy. bigcomp 2025: 41-48 [doi]

An Approach to Enhancing Fairness in a Dynamically Growing Federated Learning EnvironmentSean Vucinich, Qiang Zhu 0001, Niccolò Meneghetti. bigcomp 2025: 244-251 [doi]

Assessing the impact of reference genomes on the quality of a reference-guided genome assemblySuyeon Wy, Junyoung Kim, Mikang Sim, Daehong Kwon, Jaebum Kim. bigcomp 2025: 75-76 [doi]

MOAT: An improved multi-modal matching algorithm based on object attention and tensor fusionQian Xiong, Xuanyi Wang, Chao Jing. bigcomp 2025: 357-360 [doi]

MSformer: Joint Prediction of Multi-Dimensional Resources in Computing Power Network based on Multi-Granularity SamplingJiuzhao Yang, Junping Du 0001, Yingxia Shao, Yawen Li 0001, Ang Li 0015, Guanhua Ye. bigcomp 2025: 175-182 [doi]

Sentence Embedding Using Supervised Contrastive Learning on Hierarchical CategoriesByungil Yun, Dahye Kim, Yungjin Kim, Young-Seob Jeong. bigcomp 2025: 136-139 [doi]

Comparison of Crop Image Classification Model Performance According to Image Augmentation TechniquesDong Kyu Yun, Seong Ju Joe, Ki Tae Park, Seok Kee Lee, Sang Hyun Choi. bigcomp 2025: 371-374 [doi]

Few-Shot Learning-Based Machine Fault Diagnosis Using EMD-Gammatone Spectrogram with Limited Labeled Audio DatasetMahe Zabin, Syed Tasnimul Karim Ayon, Farhan Md. Siraj, Mehedi Hasan Shuvo, Ho-Jin Choi, Jia Uddin. bigcomp 2025: 183-190 [doi]

Multi-objective Optimization and Dynamic Water Level Regulation Algorithms a case study of the US Great Lakes systemJunlin Zeng, Tao Wang, Yinhao Wang, Xiaogang Pan. bigcomp 2025: 57-64 [doi]

InsightCube: Accelerating Interactive Insight Discovery in Exploratory Data AnalysisHanbing Zhang, Yinan Jing, Wei Zhang, Zhenying He, Kai Zhang 0006, X. Sean Wang, Zhenqiang Chen, Changchun Zhang. bigcomp 2025: 299-306 [doi]

Mixterm Topic Model: A Short Text Topic Model in Low-Resource ScenariosChuangying zhu, Yongyu Liang, Limiao Zhong, Xinyuan Liang, Fei Xie. bigcomp 2025: 122-128 [doi]

2024

Combining Human-in-the-Loop Systems and AI Fairness Toolkits to Reduce Age Bias in AI Job Hiring AlgorithmsChristopher G. Harris 0001. bigcomp 2024: 60-66 [doi]

Performance Analysis for Generative Image Restoration Algorithm for Battlefield ObjectsYoungHyeon Cho, MiYeun Shin, Kwangil Lee, Yunsok Lee. bigcomp 2024: 393-394 [doi]

Detecting and Classifying Harmful Websites with Specific Korean Keywords Using a Large Language ModelGyu-Hyeon Choi, Kyeong-Seok Lee, Sang Ryu Park, Ho Mook Cho. bigcomp 2024: 363-364 [doi]

Battlefield Situation Awareness Using Pretrained Generative LLMHyunseok Chung, Sun-Young Hyun, Young-Guk Ha. bigcomp 2024: 397-398 [doi]

Emergency Landing Field Identification Based on Artificial Neural NetworksSteffen Flämig, Wolfram Schiffmann. bigcomp 2024: 24-31 [doi]

GraphLearner: An Approach to Sequence Recognition and GenerationT. G. Harrison, Thomas Böhme 0001, Mario Kubek, Herwig Unger. bigcomp 2024: 445-451 [doi]

Cross Attention Integration: Enhancing Session-based Recommendations with Item-Category InteractionsEunjo Jang, Yeonju Song, Ki Yong Lee. bigcomp 2024: 183-189 [doi]

Methods for Improving the Performance of Tactical Information DisplaysByoung-Kug Kim, Yonghoon Cha, Jae Hwan Lim, Keun-Woong Ryu, Heon-Jei Park, Sung Hwa Hong. bigcomp 2024: 383-384 [doi]

Noise-Robust Sleep States Classification Model Using Sound Feature Extraction and ConversionSangkeun Ko, Seongho Min, Ye Shin Choi, Woo-Je Kim, Suan Lee. bigcomp 2024: 281-286 [doi]

Multi-Agent Based Collaborative Agent Architecture for Battlefield Situation AwarenessChang-Eun Lee, Jaeuk Baek, Seungwon Do, Sungwoo Jun, Young-Guk Ha. bigcomp 2024: 395-396 [doi]

Preemptive Channel Access Scheme for Next Generation Wi-FiJuseong Moon, Ronny Yongho Kim. bigcomp 2024: 131-135 [doi]

Effects of Swahili Monolingual Tokenizer on Downstream TasksGoodwill Erasmo Ndomba, Young-Seob Jeong. bigcomp 2024: 357-358 [doi]

DSUSING: Dual Scale U-Nets for Singing Voice SynthesisHyunju Park, Jihwan Woo. bigcomp 2024: 201-206 [doi]

Designing and Implementing Chatbot Dialogues for Effective Knowledge Exchange: A Methodological ApproachYanakorn Ruamsuk, Anirach Mingkhwan, Herwig Unger. bigcomp 2024: 464-469 [doi]

A Context-Supported Hyperlink Navigation ProcessMarcel Schaible, Herwig Unger, Henrik Kletke. bigcomp 2024: 452-456 [doi]

X-WiKi: Graph-Based Knowledge Aggregation from Wikipedia Pages iSupaporn Simcharoen, Anirach Mingkhwan, Herwig Unger. bigcomp 2024: 457-463 [doi]

Neural Radiance Fields for Transparent Object Using Visual HullHeechan Yoon, Seungkyu Lee. bigcomp 2024: 375-376 [doi]

Unsupervised Anomalous Sound Detection Using Hybrid Machine Learning TechniquesEunsun Yun, Minjoong Jeong. bigcomp 2024: 347-348 [doi]

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