Dynamic Cohort Formation with Hierarchical Blockchain Using GDP for Enhanced FL by Sunila Fatima Ahmad, Zahra Abbas, Madiha Haider Syed, Adeel Anjum, Semeen Rehman

“…The present study indicates that the implementation of blockchain with FL fortified by GDP will establish a novel innovation between intelligent and safe Artificial Intelligence (AI) architecture for safeguarding the privacy of ML system.…”
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KEDM: Knowledge-Embedded Diffusion Model for Infrared Image Destriping by Lingxiao Li, Xin Wang, Dan Huang, Yunan He, Zhuqiang Zhong, Qingling Xia

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Multi-Agent Reinforcement Learning in Games: Research and Applications by Haiyang Li, Ping Yang, Weidong Liu, Shaoqiang Yan, Xinyi Zhang, Donglin Zhu

“…Biological systems, ranging from ant colonies to neural ecosystems, exhibit remarkable self-organizing intelligence. Inspired by these phenomena, this study investigates how bio-inspired computing principles can bridge game-theoretic rationality and multi-agent adaptability. …”
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AI in Dental Radiology—Improving the Efficiency of Reporting With ChatGPT: Comparative Study by Daniel Stephan, Annika Bertsch, Matthias Burwinkel, Shankeeth Vinayahalingam, Bilal Al-Nawas, Peer W Kämmerer, Daniel GE Thiem

“…Manual documentation can be labor-intensive and error-prone, especially under time constraints, prompting interest in the potential of artificial intelligence (AI) to automate and optimize these processes, particularly in medical documentation. …”
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Think FAST: a novel framework to evaluate fidelity, accuracy, safety, and tone in conversational AI health coach dialogues by Martha Neary, Emily Fulton, Victoria Rogers, Julia Wilson, Zoe Griffiths, Ram Chuttani, Paul M. Sacher

“…Developments in Machine Learning based Conversational and Generative Artificial Intelligence (GenAI) have created opportunities for sophisticated Conversational Agents to augment elements of healthcare. …”
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AI Functionalities in Cobot-Based Manufacturing for Performance Improvement in Quality Control Application by Madis Moor, Martinš Sarkans, Tavo Kangru, Tauno Otto, Jüri Riives

“…In this paper, we discuss the testing of the CBQC system, together with creating a pattern database, training the ML model, and adding a predictive model to avoid defects in product cable sequence. …”
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Annotated intraoral image dataset for dental caries detection by Syed Muhammad Faizan Ahmed, Muhammad Huzaifa Ghori, Aamna Khalid, Ayesha Nooruddin, Niha Adnan, Abhishek Lal, Fahad Umer

“…Abstract This study introduces the first publicly available annotated intraoral image dataset for Artificial Intelligence (AI)-driven dental caries detection, addressing the lack of available datasets. …”
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Exploring the Role of Digital Twin and Industrial Metaverse Technologies in Enhancing Occupational Health and Safety in Manufacturing by Arslan Zahid, Aniello Ferraro, Antonella Petrillo, Fabio De Felice

“…This study systematically explores the transformative role of DT and IM in creating immersive, intelligent, and human-centric safety ecosystems. …”
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VT2Music: A Multimodal Framework for Text-Visual Guided Music Generation and Comprehensive Performance Analysis by Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

“…Recent years have witnessed significant advances in text-to-music generation technology through deep learning approaches, particularly using latent diffusion models (LDM), yet there remains a notable absence of artificial intelligence (AI) music composition systems capable of generating music from other modalities. …”
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Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation by Yi-Hui Wu, Hsiao-Chun Lin, Chi-Wei Huang, Chung-Yu Wu, Ming-Dou Ker

“…To this end, a more intelligent and more precise system could be developed for the treatment of Parkinson’s disease and other neurological disorders.…”
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Ukrainian startup ecosystems: regional development and European integration by D. A. Donets

“…Sectoral distribution: IT/software (35%), artificial intelligence (15%), fintech (12%). Defense technology emerges with 820+ projects attracting $59 million in 2024. …”
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Early Detection of Lung Cancer Using Predictive Modeling Incorporating CTGAN Features and Tree-Based Learning by Abdulrahman Alzahrani

“…Artificial intelligence (AI) has revolutionized several domains and medical science has significantly benefited from AI-based approaches. …”
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Generative Modeling for Imbalanced Credit Card Fraud Transaction Detection by Mohammed Tayebi, Said El Kafhali

“…Various approaches based on artificial intelligence have been proposed to identify fraudulent activities, leveraging techniques such as machine learning and deep learning. …”
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Leveraging Blockchain and Consignment Contracts to Optimize Food Supply Chains Under Uncertainty by Isha Sharma, Gurpreet Kaur, Bikash Koli Dey, Arunava Majumder

“…Such technologies include blockchain, artificial intelligence (AI), and the Internet of Things (IoT). …”
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A Systematic-Narrative Review of Online Proctoring Systems and a Case for Open Standards by Eva Heinrich

“…The systems leverage advanced technologies, including artificial intelligence (AI) and biometrics, to authenticate students and identify potential exam rule violations. …”
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SapotaNet: Paving the Way for Efficient Deep Learning with Lightweight Network Architecture by Anita Bhatt, Maulin Joshi

“…Research in cutting-edge technologies, such as computer vision and artificial intelligence, has significantly improved fruit quality evaluation in recent years. …”
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Neural correspondence to spectrum of environmental uncertainty in multiple-cue probability judgment system with time delay by Yoo-Sang Chang, Younho Seong, Sun Yi

“…Despite state-of-the-art technologies like artificial intelligence, human judgment is critically essential in cooperative systems, such as the multi-agent system (MAS), which collect information among agents based on multiple-cue judgment. …”
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Integrating generative AI into Society 5.0: A paradigm for sustainable education by Sherly Deasy Anjuwita Gultom, Toetik Koesbardiati, Imam Yuadi

“…In the era of Society 5.0, the integration of generative technologies such as artificial intelligence (AI) into the education system is very important to achieve sustainable learning outcomes. …”
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Brain computer interface based emotion recognition with error analysis and challenges: an interdisciplinary review by Niharika Gudikandula, Ravichander Janapati, Rakesh Sengupta, Sridhar Chintala

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Deep Learning-Enhanced Spectroscopic Technologies for Food Quality Assessment: Convergence and Emerging Frontiers by Zhichen Lun, Xiaohong Wu, Jiajun Dong, Bin Wu

“…Concurrently, the rapid rise of artificial intelligence (AI) has created new opportunities for food quality detection. …”
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