Table of Contents

• Examining the Performance of Mamba Tab for Software Defect PredictionSaranya Manikandan, Shivani Jadhav, Duksan Ryu, Sungsoo Ahn. 1-8 [doi]
• Optimizing PROTAC Design: A Novel Approach Using Exposure Scores for Linker Site SelectionYeonju Jeong, Jae-Mun Choi, Young-Kuk Kim. 9-12 [doi]
• Refining Long-Term Predictions: Two-Stage Spatial-Temporal Feature Learning for 3D Human Motion PredictionWenming Cao 0001, Yixin Yang, Jianqi Zhong, Yicha Zhang. 13-19 [doi]
• CubeDimAE: Automatic Autoencoder Generation based on Dimension Estimation by TessellationByungrok Kim, Myeong-Ha Hwang, Jeonghyun Joo, YooJin Kwon, HyunWoo Lee. 20-25 [doi]
• Diffusion-based portrait image generation scheme using plug-in adaptersJunha Hwang, Jonghwa Shim, Eunbeen Kim, Eenjun Hwang. 26-32 [doi]
• Financial Data Generation Utilizing Graph Information from Transaction NetworksKim Kwanggeun, Seonkyu Lim, Seungho Choi, Suk-Ju Kang. 33-40 [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. 41-48 [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. 49-56 [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. 57-64 [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. 65-72 [doi]
• Secure Retrieval of Brain Tumor Images using Perceptual EncryptionIjaz Ahmad 0002, Md Shahriar Uzzal, Seokjoo Shin. 73-74 [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. 75-76 [doi]
• Entropy-based Sentence-level Hallucination Score in Large Language ModelsEojin Joo, Young-Jun Lee, Ho-Jin Choi. 77-78 [doi]
• PIE Text Encoder: Padding Is Enough to generate Image in diffusion based Text-to-Image ModelJongHyun Han, Soohyun Lee, Jongyoul Park. 79-87 [doi]
• Multimodal Learning for Just-In-Time Software Defect Prediction in Autonomous Driving SystemsFaisal Mohammad, Duksan Ryu. 88-89 [doi]
• DefectGRANDE: Hybrid Approach for Class Imbalance in Software Defect PredictionEunjeong Ju, Jeonghwa Lee, Duksan Ryu. 90-91 [doi]
• Alu as the Driver of CNV Formation: A Computational Approach to Reveal NAHRCharyeong Heo, Nayoung Park, Jaebum Kim. 92-93 [doi]
• Effective Detection Technique of Copyright Infringement Illegal Sharing SitesGyu-Hyeon Choi, Kyeong-Seok Lee, Ho Mook Cho. 94-95 [doi]
• Smooth Categorical Cross-Entropy: An Improved Approach to Overcome the Limitations of CCEMinseo Kwon, Sungyoon Jeong, Jeongmin Choi, Gwanghee Lee, KyoungSon Jhang. 96-102 [doi]
• Enhancing the Software Defect Prediction using AutoIntShivani Jadhav, Saranya Manikandan, Duksan Ryu. 103-104 [doi]
• Survival Sequences: Win Prediction from a Strategy Sequence ApproachChaeyeon Sagong, Huy Kang Kim. 105-106 [doi]
• Exploring performance and consistency in mathematical reasoning across problem typesYechan Hwang, Jinsu Lim, Young-Jun Lee, Ho-Jin Choi. 107-110 [doi]
• Predicting Protein-Ligand binding Residue with Token classificationKeumseok Kang, Sanghun Sel, Jeongmu Kim, Giltae Song. 111-112 [doi]
• Enhancing Software Defect Prediction: Integrating SAINT with Ant Colony Optimization and Explainable AISriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu. 113-114 [doi]
• Examining the Impact of Expression Fragmentation and Number Redundancy on Financial QA taskYoonjae Lee, Kyung Seo Ki, Gahgene Gweon, Bugeun Kim. 115-116 [doi]
• TNIM: A Unified Text-to-Noise Influence Mapping Approach for Diffusion ModelsSeung Ho Han, Ho-Jin Choi. 117-119 [doi]
• Enhancing Gender Prediction Model Performance through Automatic Individual Entity Extraction and Class BalanceChaeyun Kim, Eunseo Kim, Yeonhee Kim, Jaehyeong Sim, Jongkil Kim. 120-121 [doi]
• Mixterm Topic Model: A Short Text Topic Model in Low-Resource ScenariosChuangying zhu, Yongyu Liang, Limiao Zhong, Xinyuan Liang, Fei Xie. 122-128 [doi]
• Code Summarization Using Mamba-SoTaNaJeonghwa Lee, Eunjeong Ju, Duksan Ryu. 129-135 [doi]
• Sentence Embedding Using Supervised Contrastive Learning on Hierarchical CategoriesByungil Yun, Dahye Kim, Yungjin Kim, Young-Seob Jeong. 136-139 [doi]
• eCommTouch: A Benchmark Dataset for Touch-based Continuous Mobile Device Authentication for e-CommerceMasashi Kudo, Tsubasa Takahashi 0001, Isao Echizen, Hayato Yamana. 140-147 [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. 148-155 [doi]
• CXLSim: A Simulator for CXL Memory ExpanderSeongbeom Kim, Jintaek Kang, Kyunghoon Kim, Seungwook Lee, Beomseok Nam. 156-159 [doi]
• Trusted and Privacy-Preserving Billing System for Smart GridsKayumov Abduaziz, Shincheol Lee, Ji Sun Shin. 160-166 [doi]
• Dynamic Computing First Network Multi-dimensional Resource Collaborative Allocation Based on Federated Segmentation LearningYi Liu, Junping Du, Zhe Xue, Zeli Guan. 167-174 [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. 175-182 [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. 183-190 [doi]
• Enhancing Speech Emotion Recognition through Segmental Average Pooling of Self-supervised Learning FeaturesJonghwan Hyeon, Yung-Hwan Oh, Young-Jun Lee, Ho-Jin Choi. 191-198 [doi]
• FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account FeaturesSeonkyu Lim, Jeongwhan Choi 0002, Jaehoon Lee 0002, Noseong Park. 199-206 [doi]
• A framework for Anti-Money Laundering based on AI and SATP in CBDC TransactionsSoyoung Kim, Harang Lee, Keecheon Kim. 207-213 [doi]
• Automated Machine Learning for Predicting Corporate Tax Non-ComplianceMário Papík, Lenka Papíková. 214-220 [doi]
• Advancing Android Malware Detection with Deep Learning & LLMs in Big Data Ecosystem: A Forward VisionJuan Rodriguez Cardenas, Nazmus Sakib, Sweta Sneha. 221-227 [doi]
• Continual Learning with Flexible PreservationJuhyeon Kim, Hyunjung Shin. 228-235 [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. 236-243 [doi]
• An Approach to Enhancing Fairness in a Dynamically Growing Federated Learning EnvironmentSean Vucinich, Qiang Zhu 0001, Niccolò Meneghetti. 244-251 [doi]
• Dual-Branch Residual CNN-LSTM Model for Emotion Classification using PPG and GSRMuhammad Saleem, Shan Ullah, Deok-Hwan Kim. 252-255 [doi]
• Attribute-controlled Summarization: Enhancing Semantic Approach for Numerical Attribute Prediction on Knowledge GraphsWa Ode Zuhayeni Madjida, Toshiyuki Amagasa. 256-263 [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. 264-272 [doi]
• SWING: Weakly Supervised Table Question Answering with Self-training via Reinforcement LearningSanghyun Cho, Hye-Lynn Kim, Jung-Hun Lee, Hyuk-Chul Kwon. 273-278 [doi]
• MERNet: Multimodal Emotion Recognition in Conversation Network via Cross-Modal Knowledge Distillation and Contrastive LearningSooyeon Hwang, Gahgene Gweon, Eunseong Kwon. 279-286 [doi]
• CoDAQ: Congressional-Based Data Imputation for Aggregate QueriesMohamed A. Sharaf, Nishi Kochunni, Heba Helal, Omar El Harrouss. 287-294 [doi]
• Relaxed HLP: A Metric for Flexible High-Level Plan Evaluation in Embodied EnvironmentsSuyeon Shin, Byoung-Tak Zhang. 295-298 [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. 299-306 [doi]
• Attention GCN-LSTM Model for Dementia Identification Using Functional Brain NetworksAbdulyekeen T. Adebisi, Ho Won Lee, Kalyana C. Veluvolu. 307-314 [doi]
• IoT Anomaly Detection with Sound-Based Spectral Analysis and Lightweight ModelHyeyoung Lee, Muhammad Nadeem. 315-322 [doi]
• MUEU: Meta-Learned User Preference Estimation for Cold-Start Recommendation via enriching the representations of usersQiang Cai, Jing Han, Xiao Zhang, Yi Wang. 323-328 [doi]
• An Improved Recommendation System Using K-Means Clustering and Matrix FactorizationParth N. Thakrar, Vedant V. Patel, Abhishek Jindal. 329-336 [doi]
• SNP Position Filtering and Multimodal Approach in Heart Failure Risk PredictionSeungyun Shin, Subin Lee, Kibeom Kim, Hyewon Lee, Giltae Song. 337-340 [doi]
• Big Data Time Series Prediction Based on Feature-Enhanced Transformer ModelRunqing Tang, Yawen Li 0001, Zhe Xue, Junping Du 0001, Guanhua Ye. 341-348 [doi]
• Time-Series Forecasting in Healthcare: A Dual-Framework Approach with Latent Class IntegrationRuiying Chen, Qingang Tang. 349-356 [doi]
• MOAT: An improved multi-modal matching algorithm based on object attention and tensor fusionQian Xiong, Xuanyi Wang, Chao Jing. 357-360 [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. 361-364 [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. 365-367 [doi]
• An Automated Scenario Generation Model for Anti-phishing using Generative AIJin Yong Park, Tae Sung Kim. 368-370 [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. 371-374 [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. 375-378 [doi]
• Enhancement Strategies for the AI Platform for Accelerated Materials Development and InnovationSu-young Chi, Hyunjong Kim, KangIl Choi, Yohan Choi. 379-381 [doi]
• *You-Jeong Choi, Tae Sung Kim. 382-385 [doi]
• Framework for Effective Information Security Investments: A Data-Driven Model Recommendation for Information Security Investment Decision-MakingByeongjo Park, Tae Sung Kim. 386-389 [doi]
• Proposing a business model analysis framework for IoT BigdataJunghwan Lee, Yeonseok Lee. 390-393 [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. 394-396 [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. 397-400 [doi]
• Quality Assurance Framework for Multimodal Assessment Datasets on AI Risk FactorsSeung Ho Han, Jeongyun Han, Dongkun Lee, Ho-Jin Choi. 401-405 [doi]
• An Analysis of Unsafe Responses with Magic Expressions across Large Language ModelsEojin Joo, Chae-Gyun Lim, Jeongyun Han, Ho-Jin Choi. 406-409 [doi]
• Exploring the Visual Perspective Taking of Vision-and-Language ModelYoung-Jun Lee, Ho-Jin Choi. 410-411 [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. 412-414 [doi]
• Personalized Conversation Management with Emotional MemoryChae-Gyun Lim, Young-Seob Jeong, Ho-Jin Choi. 415-418 [doi]
• Time Series Data Classification using the Knowledge-Augmented Transformer ModelHyunseok Chung, Sun-Young Hyun, Chang-Eun Lee, Young-Guk Ha. 419-420 [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. 421-423 [doi]
• Case Study and Qualitative Comparison of Global Legal Frameworks for Platform LaborByeongsu Koo, JooYeoun Lee, Myoungsuk Chung. 424-429 [doi]
• Decomposition Analysis of Household Electricity Consumption in South Korean MunicipalitiesYeolhoon Sung, JooYeoun Lee, Myoungsug Chung. 430-433 [doi]