Table of Contents

• Leveraging LLMs for Automatic Feature Extraction in Embedded Systems to Support Software ReuseA. A. Talha Talukder, Omar Alam, Akramul Azim. 1-6 [doi]
• A Meta-Learning Approach to Generating Functional Descriptions of Graphical User InterfacesNaga Mamata Iluru, Nan Niu, Yitong Yang, Yinglin Wang. 7-12 [doi]
• GRFuzz: A Deep Reinforcement Learning Approach to Python Library Fuzzing with GRPOViet-Anh Le-Minh, Hai Anh Tran, Huy-Hieu Nguyen, Nam-Thang Hoang, Truong X. Tran. 13-18 [doi]
• Change Impact Analysis Using Machine Learning: A Systematic Literature ReviewShree Raksha Arsikere Pattabhi Ramu, Sandeep Reddivari. 19-24 [doi]
• Evaluation of a Conceptual Framework for the Resilience of Unit Test Suites to RefactoringDaniel Knight, Tanmay Bhowmik. 25-30 [doi]
• MalCodeAI: Autonomous Vulnerability Detection and Remediation via Language Agnostic Code ReasoningJugal Gajjar, Kamalasankari Subramaniakuppusamy, Noha El Kachach. 31-36 [doi]
• STCN-Ozone: A Graph-Based Spatiotemporal Forecasting Framework for Modeling Tropospheric OzoneShaian Khan, Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Amy Christiansen. 37-42 [doi]
• An AI-Based Methodology for Digitizing Historical Tabular Data with High AccuracyNicholas Woolsey, Eric Rohli, David Sathiaraj. 43-48 [doi]
• Online Projected Gradient Descent for Grid Regulated Power Point Tracking Under Highly Fluctuating Weather and LoadMuhy Eddin Za'ter, Sandy Yacoub Miguel, Majd Ghazi Batarseh. 49-54 [doi]
• Evaluating Multi-Weather Impacts on the U.S. Power Grid ReliabilitySangkeun Matthew Lee, Supriya Chinthavali, Narayan Bhusal, Viswadeep Lebakula, Jacob Morris, Giri Iyer. 55-60 [doi]
• Media Impact Index for Disaster Vulnerability Assessment: A Thematic Classification and Vulnerability Indexing FrameworkJainil Anilkumar Patel, Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis. 61-66 [doi]
• HexWeather: Hexagonal Spatial Data Aggregation for Weather-Driven Grid Resilience AnalysisJacob Morris, Sangkeun Matthew Lee, Supriya Chinthavali, Narayan Bhusal, Nasir Ahmed, Giri Iyer. 67-72 [doi]
• LLM-Rank: An Unsupervised Keyword Extraction Method Using Local Large Language ModelsXiaoke Jia, Chad Roller, Chenggang Wang. 73-78 [doi]
• The AI Imitation Game: A Cognitive Comparison of Mimicry in Large Language ModelsVictor Wen, Zedong Peng, Yusi Chen. 79-84 [doi]
• Benchmarking Fine-Tuning Strategies for LLaMA: A Multi-Dimensional Evaluation for National Security ContextsDevon L. Brown, Danda B. Rawat, Melissa C. LaDuke, Brian J. Lanigan. 85-90 [doi]
• Accelerating Drug Discovery with Deep Reinforcement Learning: Molecular Generation Using Deep Q-NetworkEsmaeil Shakeri, Behrouz H. Far. 91-96 [doi]
• Course Recommender System Using Hybrid Machine Learning for Higher EducationShrooq Algarni, Frederick T. Sheldon. 97-103 [doi]
• Automatic Scientific Discoveries Using a Public Collection of Characterized Semantic PredicationsNicola Raffaele Di Mateo. 104-109 [doi]
• Information Integration in Social Science Research: Advances with LLMs in the NAIP ProjectCalton Pu, Anmol Agarwal, Tianyu Chen, Lewis Faulk. 110-115 [doi]
• An Explainable AI Framework for Wire Crimping Specification Prediction and Toolset Family IdentificationLige Gan, Xiao Yue, Bryan Sandoval, Michael Boyd, Guangzhi Qu. 116-121 [doi]
• Early Detection of Alzheimer's Using MRIs and Explainable 3D CNNsHamza Ben Alla, Lydia Bouzar-Benlabiod. 122-127 [doi]
• Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health RecordsYina Hou, Shourav B. Rabbani, Liang Hong, Norou Diawara, Manar D. Samad. 128-134 [doi]
• Enhancing RAG with Domain-Specific Knowledge Graphs for Accurate Medical Data RetrievalSaumya Dabhi, Faryaneh Poursardar. 135-136 [doi]
• Integrating Water Data to Empower Alaska's Rural CommunitiesRachel Lewis, Noah Tsigonis, Arghya Kusum Das. 137-142 [doi]
• Physics-Informed Deep Learning with GLCM-Integrated Loss for Building Damage Assessment Using Remote SensingBrennan Miller, Abdul Anouti, Erika Ardiles-Cruz, Yan Lu. 143-147 [doi]
• Hierarchical ML for Adversarial Resiliency in Autonomous Vehicular Traffic Sign RecognitionKhanh Linh Nguyen, Abishek Vijjeswarapu, Tapadhir Das, Houman Habibkhani. 148-153 [doi]
• Design and Development of an Intelligent Search and Rescue System with Advanced Noise Reduction and Robust LocalizationSungbin Im, Joonhwi Kim, Jungyu Choi, Jonghoon Lee, Taeeon Kwon, Byeongseop Park. 154-155 [doi]
• Toward Affordable and Non-Invasive Detection of Hypoglycemia: A Machine Learning ApproachLawrence Obiuwevwi, Krzysztof J. Rechowicz, Vikas Ashok, Sampath Jayarathna. 156-161 [doi]
• LLM-Based Prompt Ensemble for Reliable Medical Entity Recognition from EHRsK. M. Sajjadul Islam, Ayesha Siddika Nipu, Jiawei Wu, Praveen Madiraju. 162-167 [doi]
• Tuned4You: A Machine Learning-Based Music Scoring Tool Using Health DataNevzat U. Demirseren, Sandeep Reddivari. 168-169 [doi]
• Risk Factor Prediction of Chronic Kidney DiseaseDileep Kumar Tellakula, Xiaoliang Wang. 170-171 [doi]
• Androids: Android-Based Intrusion Detection System Using Federated LearningAkarsh K. Nair, Shanik Hubert Satheesh Kumar, Deepti Gupta. 172-177 [doi]
• Efficient Federated Learning Convergence with Epoch AdaptationHuy-Hieu Nguyen, Nam-Thang Hoang, Hai Anh Tran, Tulika Mandal, Ruthvik Annareddy, Prithvi Choudhary, Truong X. Tran. 178-183 [doi]
• Securing Federated Learning Against Backdoor Threats with Foundation Model IntegrationXiaohuan Bi, Xi Li. 184-189 [doi]
• SecureFed: A Two-Phase Framework for Detecting Malicious Clients in Federated LearningLikhitha Annapurna Kavuri, Akshay Mhatre, Akarsh K. Nair, Deepti Gupta. 190-195 [doi]
• Self-Rectification Faster R-CNN: Enhancing Object Detection in Complex-Background Aerial ImagesYang Zhang, Yuan Feng, Yi Shang. 196-201 [doi]
• dCrack: Enhancing Fine-Grained Crack Segmentation with Edge-Guided AttentionAKM Shahariar Azad Rabby, Chengcui Zhang. 202-207 [doi]
• P-KESS: A Prior-Knowledge Enforced Semantic Segmentation Pipeline for UAV Imagery River Habitat SegmentationZhenduo Zhai, Zhiguang Liu, Shiqi Wang 0021, Yi Shang. 208-213 [doi]
• Text Coherence Based Test-Time Adaptation for Collaborative Robot SegmentationSeung Yeop Ha, Jun-Seok Yun, Seung-Kyum Choi, Min-Su Kim, Sanga Lee, Hong-In Won, Jong Pil Yun. 214-215 [doi]
• Spatiotemporal Deepfake Video Detection: A Hybrid CNN-Transformer Approach with Frequency AnalysisNaciye Celebi, Qingzhong Liu. 216-221 [doi]
• The Impact of Class Imbalance on Unsupervised Deep Anomaly Detection for Cognitive DataZahra Salekshahrezaee, Taghi M. Khoshgoftaar. 222-227 [doi]
• Connecting the Dots: An Integrated Vulnerability Knowledge Graph for Security PractitionersBrittany Boles, Clemente Izurieta, Ann Marie Reinhold. 228-233 [doi]
• PeerGuard: Defending Multi-Agent Systems Against Backdoor Attacks Through Mutual ReasoningFalong Fan, Xi Li. 234-239 [doi]
• Med-TAMARA: Trust-Aware Multi-Agent Risk Assessment in Medical AI DialogueJun-Yu Wu, Min-Yuh Day. 240-245 [doi]
• Formosan Language Morphological AnalyzerChuan-Jie Lin, Li-May Sung, Chun-Kai Yang, Bo-Yi Jin. 246-249 [doi]
• Fine-Tuned Models for Hate Speech Detection: Assessing Generalization on Social MediaShih-Hung Wu, Tsung-Hsun Tsai. 250-255 [doi]
• Explainable Patterns of LLM Funding Behavior in Startup Funding DecisionsDuang-Kamol Buranasomphop. 256-259 [doi]
• From Silence to Voice: Using Personalized AI Language Models to Improve Quality of Life for People with Speech ImpedimentsYu-An Lin, Chao-Yin Lin, Yue-Shan Chang, Chen-Yu Chiang, Min-Yuh Day. 260-263 [doi]
• LLM-Based Agents for Automated Confounder Discovery and Subgroup Analysis in Causal InferencePo-Han Lee, Yu-Cheng Lin, Chan-Tung Ku, Chan Hsu, Pei-Cing Huang, Ping-hsun Wu, Yihuang Kang. 265-270 [doi]
• Quality Assessment of Embryo Development Based on EM-Aided Collaborative LearningJung-Hua Wang, Chang-Hong Wu, Ming-Jer Chen, Yu-Chiao Yi, Huai-wen Chang, Rong-Yu Wu. 271-276 [doi]
• Towards Interpretable Renal Health Decline Forecasting via Multi-LMM Collaborative Reasoning FrameworkPeng-Yi Wu, Pei-Cing Huang, Ting-Yu Chen, Chantung Ku, Ming-Yen Lin, Yihuang Kang. 277-282 [doi]
• Integrating Interpretability into Deep Learning Models for Mammogram-Based Breast Cancer DetectionJoy Ndirangu, Lydia Bouzar-Benlabiod. 283-288 [doi]
• Longitudinal Analysis of Diabetes-Respiratory Distress Connections in Multimodal QBB Data Using Artificial IntelligenceSulaiman Khan, Zubair Shah. 289-294 [doi]
• Unsupervised Cognitive Impairment Detection Using Convolutional Autoencoders and Isolation ForestZahra Salekshahrezaee, Taghi M. Khoshgoftaar. 295-300 [doi]
• A New and Effective Technique for Unsupervised Labeling and Feature Selection with Applications in Healthcare Fraud DetectionJohn T. Hancock, Robert K. L. Kennedy, Mary Anne Walauskis, Taghi M. Khoshgoftaar. 301-306 [doi]
• Towards Simulating Social Influence Dynamics with LLM-Based Multi-AgentsHsien-Tsung Lin, Pei-Cing Huang, Chan-Tung Ku, Chan Hsu, Pei-Xuan Shieh, Yihuang Kang. 307-312 [doi]
• MultiRAG: A Fuzzy Logic-Driven Multi-Granularity Framework for Legal Document GenerationParag Anil Tamhankar, Nishchay Rikunj Patel, Manish Chowdary Kolla. 313-318 [doi]
• Benchmarking Transformer and Sequence Models for UWB Indoor LocalizationSomayeh Modaberi, Behrouz H. Far. 319-324 [doi]
• A ChatGPT-Powered Tool for Automating Context-Aware Acceptance Criteria Generation for User StoriesJessica Rawson, Sandeep Reddivari. 325-330 [doi]
• zSHIFT: A Siamese Hierarchical Transformer Network for Zero Shot Time Series ForecastingHarrison Thayer, Anand Panangadan. 331-336 [doi]
• Beyond Gaze Overlap: Analyzing Joint Visual Attention Dynamics Using Egocentric DataKumushini Thennakoon, Yasasi Abeysinghe, Bhanuka Mahanama, Vikas Ashok, Sampath Jayarathna. 337-342 [doi]
• Unsupervised Domain Adaptation for Appearance-Based Gaze EstimationBhanuka Mahanama, Vikas Ashok, Sampath Jayarathna. 343-348 [doi]
• Database Entity Recognition with Data Augmentation and Deep LearningZikun Fu, Chen Yang, Kourosh Davoudi, Ken Q. Pu. 349-354 [doi]
• Fusion-Based Clustering with Interaction Rate for Imbalanced and Chained StructuresMohammed Ouali, Radhwane Gherbaoui, Nacéra Benamrane. 355-360 [doi]
• Design and Development of a Real-Time Camera-Based Smart Cooking AssistantHammad Sheikh, Kiran George, Tabashir Nobari, Anand Panangadan. 361-366 [doi]
• Quantitative Evaluation of AI-Generated Recipes for Health Recommender SystemsDivya Tanwar, Tabashir Nobari, Pia Chaparro, Anand Panangadan. 367-372 [doi]
• Integrating Computational Text Analysis into Risk and Crisis Communication DevelopmentMadison H. Munro, Manuel Ruiz-Aravena, Elizabeth A. Shanahan, Savanna Washburn, Ann Marie Reinhold. 373-378 [doi]