Evaluating the Efficacy of Deep Learning Models for Identifying Manipulated Medical Fundus Images by Ho-Jung Song, Ju-Hyuck Han, You-Sang Cho, Yong-Suk Kim

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MLKGC: Large Language Models for Knowledge Graph Completion Under Multimodal Augmentation by Pengfei Yue, Hailiang Tang, Wanyu Li, Wenxiao Zhang, Bingjie Yan

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Evaluating the representational power of pre-trained DNA language models for regulatory genomics by Ziqi Tang, Nirali Somia, Yiyang Yu, Peter K. Koo

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AI-Powered Object Detection in Radiology: Current Models, Challenges, and Future Direction by Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng, Nawal Almutairi, Yashbir Singh, Shiba Kuanar, Farzana Ali, Orhan Unal, Shahriar Faghani

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Enhancing Bottleneck Analysis in Ship Manufacturing with Knowledge Graphs and Large Language Models by Yanjun Ma, Tao Wu, Bin Zhou, Xiaoyang Liang, Jiwang Du, Jinsong Bao

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Physically based model for assessing rainfall-induced deep-seated landslides using a hydrological-geotechnical model by Sartsin Phakdimek, Daisuke Komori, Thapthai Chaithong, Yuta Abe

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Modeling of Barriers to the Adoption of Autonomous Vehicles: DEMATEL Method by Karan Ashok Jalwani, Shambo Roy Choudhury

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Time-Series Large Language Models: A Systematic Review of State-of-the-Art by Shamsu Abdullahi, Kamaluddeen Usman Danyaro, Abubakar Zakari, Izzatdin Abdul Aziz, Noor Amila Wan Abdullah Zawawi, Shamsuddeen Adamu

“…Large Language Models (LLMs) have transformed Natural Language Processing (NLP) and Software Engineering by fostering innovation, streamlining processes, and enabling data-driven decision-making. …”
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Automated lung cancer detection using novel genetic TPOT feature optimization with deep learning techniques by Mohamed Hammad, Mohammed ElAffendi, Muhammad Asim, Ahmed A. Abd El-Latif, Radwa Hashiesh

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Enhancing lung cancer detection through integrated deep learning and transformer models by Revathi Durgam, Bharathi Panduri, V. Balaji, Adil O. Khadidos, Alaa O. Khadidos, Shitharth Selvarajan

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Leveraging long context in retrieval augmented language models for medical question answering by Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng

“…Specifically, we propose a map-reduce strategy, BriefContext, to combat the “lost-in-the-middle” issue without modifying the model weights. We demonstrated the advantage of the workflow with various LLM backbones and on multiple QA datasets. …”
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Evaluating AI-Generated Language as Models for Strategic Competence in English Language Teaching by Phuong-Anh Nguyen

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Prediction of Propellant Electrostatic Sensitivity Based on Small-Sample Machine Learning Models by Fei Wang, Kai Cui, Jinxiang Liu, Wenhai He, Qiuyu Zhang, Weihai Zhang, Tianshuai Wang

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Detecting LNAPL migration in real time using electrical resistivity and statistical models by Ola Tareq al-Hussain, Harris Ramli, Mohammed J. Al-Haidarey, Hayder Yasir Naser

“…Abstract To address the issue of detecting immediate Light Non-Aqueous Phase Liquid (LNAPL) spillage in subsurface soils, a refined method of Electrical Resistivity (ER) measurement was developed and evaluated in this study. …”
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Bankruptcy forecasting in enterprises and its security using hybrid deep learning models by Akshat Gaurav, Brij B. Gupta, Shavi Bansal, Konstantinos E. Psannis

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Generating Synthetic Datasets with Deep Learning Models for Human Physical Fatigue Analysis by Arsalan Lambay, Ying Liu, Phillip Morgan, Ze Ji

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Research on Lightweighting Methods for 3D Building Models Based on Semantic Constraints by J. Wu, T. Shen, L. Huo

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Predictive models for road traffic sign: Retroreflectivity status, retroreflectivity coefficient, and lifespan by Roxan Saleh, Hasan Fleyeh

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Mechanism investigation and models evaluation of gas transport in dual-porosity coal seam by Wei LIU, Dongyang HAN, Hao XU, Yujun ZHOU, Tiannan LI

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A Comprehensive Review of Machine Learning Models for Optimizing Wind Power Processes by Cosmina-Mihaela Rosca, Adrian Stancu

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