Privacy challenges of automated vehicles: Merging contextual integrity and responsible innovation frameworks by Dasom Lee, Le Anh Nguyen Long

“…This study broadens the understanding of privacy challenges for AVs by introducing a multilevel contextual integrity (MCI) model. MCI considers contextual integrity (CI) in tandem with societal preferences and individual level preferences, which is captured using demographic data. …”
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Prevalence of Prohibited Questions During Plastic Surgery Integrated Residency Interviews: Regional Analysis and Contextual Insights by Athena Zhang, MD, Esperanza Mantilla-Rivas, MD, Ashley E. Rogers, MD, Theodore S. Hyman, MD, Md Sohel Rana, MBBS, MPH, Albert K. Oh, MD, Lisa R. David, MD, Jeffrey E. Janis, MD, FACS, Gary F. Rogers, MD, JD, LLM, MBA, MPH

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Feasibility and acceptability of a contextualized brief psychological intervention for people with bipolar disorder in rural Ethiopia by Mekdes Demissie, Charlotte Hanlon, Lauren C. Ng, Rosie Mayston, Abebaw Fekadu

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Integration of deep learning and railway big data for environmental risk prediction models and analysis of their limitations by Liuhui Quan, Minjie Wang, Lyu Baihang, Zhang Ziwen, Zhang Ziwen, Zhang Ziwen

“…To address these gaps, we propose a novel framework leveraging deep learning techniques tailored to railway big data. Our method integrates temporal encoders and spatial graph neural networks, combined with domain-specific knowledge and contextual awareness, to achieve robust anomaly detection, predictive maintenance, and passenger demand forecasting. …”
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Link-State-Aware Proactive Data Delivery in Integrated Satellite–Terrestrial Networks for Multi-Modal Remote Sensing by Ranshu Peng, Chunjiang Bian, Shi Chen, Min Wu

“…This paper proposes multi-modal-MAPPO, a novel multi-modal deep reinforcement learning (MDRL) framework designed for a proactive data push in large-scale integrated satellite–terrestrial networks (ISTNs). …”
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Epidemiology and determinants of stillbirth disparities in India: a geospatial hotspot clustering study using integrated population-level dataResearch in context by U. Venkatesh, Om Prakash Bera, Ashoo Grover, Siddhant Shastri, Sayantan Chakraborty

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Integration of warrior artificial intelligence and leadership reflexivity to enhance decision-making by Walter Matli

“…This study adds to the existing body of knowledge by illustrating that, with the aid of a flow diagram, the integration of warrior AI into the reflective process can potentially amplify the benefits of AI, offering data-driven insights for leaders to reflect upon, thereby reinforcing the decision-making process with a more rigorous, ethical, and nuanced approach in alignment with organizational objectives and societal values. …”
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Integration of artificial intelligence in nursing education: a cross-national exploration by Mohammed Almalki, Lailani Sacgaca, Petelyne Pangket, Eddieson Pasay-an, Shereen Hussein Deep, Georgina Maskay, Lizy Sonia Benjamin, Sahar Mahmoud Abdulla Hashim, Analita Gonzales, Rosalyn Rosal, Maysa Mohsen, Romeo Mostoles, Grace Ann Lim Lagura

“…This study addressed this gap by determining the impact of AI integration in nursing education. Methods Participants included 1021 nurse educators from the Philippines, Saudi Arabia, India, and Egypt, with data collected between January and March 2025. …”
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RAG-Driven Memory Architectures in Conversational LLMs—A Literature Review With Insights Into Emerging Agriculture Data Sharing by Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo

“…We analyze how vector databases and Retrieval-Augmented Generation (RAG) address fundamental challenges in storing and retrieving conversational context, maintaining system responsiveness, managing user-specific data ethically, and integrating domain-specific information. …”
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Contextual Comparative Analysis of Dar es Salaam and Mombasa Port Performance by Using a Hybrid DEA(CVA) Model by Majid Mohammed Kunambi, Hongxing Zheng

“…<i>Background:</i> This research conducts a contextual comparative analysis between Dar es Salaam and Mombasa ports, employing a hybrid data envelopment analysis (DEA) model that integrates the contextual value-added approach (CVA). …”
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Lung adenocarcinoma subtype classification based on contrastive learning model with multimodal integration by Changmiao Wang, Lijian Liu, Chenchen Fan, Yongquan Zhang, Zhijun Mai, Li Li, Zhou Liu, Yuan Tian, Jiahang Hu, Ahmed Elazab

“…Nonetheless, this task is complicated due to challenges such as integrating diverse data, similarities among subtypes, and the need to capture contextual features, making precise differentiation difficult. …”
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Integrating 3D Reconstruction and AR for Enhancing Visitor Experience in Submerged Heritage Sites by S. Fortuna, A. Lagudi, L. Scarfone, B. Davidde, F. Bruno, L. Barbieri

“…This paper introduces an integrated Underwater Augmented Reality (UWAR) system designed to support real-time, site-specific interpretation for recreational divers. …”
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Semantic Reasoning with Contextual Ontologies on Sensor Cloud Environment by Kyungeun Park, Yanggon Kim, Juno Chang

“…The acquired sensor events are to be used to immediately detect a certain abnormal situation within the framework. Accordingly, we integrated our existing context-aware collaboration framework with Hadoop cluster framework by interfacing data collection and context-aware reasoning parts of the existing framework with the Hadoop cluster framework. …”
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Leveraging Personalized Customer Experiences in Mobile Edge Computing Through Split Learning Using Smart Data-Driven Modeling by V. Vinoth Kumar, K. M. Karthick Raghunath, Iyappan Perumal, K. Manikandan

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Co-occurrence of malaria and Chagas disease in the Brazilian Amazon: the need for integrated health surveillance by Izabel Cristina dos Reis, Raquel Martins Lana, Cláudia Torres Codeço, Ana Paula Dal’Asta, Milton Barbosa, Diego Ricardo Xavier

“…Alternatives of shared surveillance and the integration of programs for the identification of cases and treatment can be a measure to optimize resources and help eradicate these diseases in the region.…”
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ENHANCING CRITICAL THINKING IN FIQH LEARNING: THE ROLE OF STRATEGIES AND MEDIA INTEGRATION IN ISLAMIC HIGHER EDUCATION by Saiful Jazil, Ahmad Zahro, Bassam Abul A'la, Moh. Rifqi Rahman, Muh. Sholihuddin, Syamsun Ni’am, Anin Nurhayati

“…The study highlights that these strategies are most effective when supported by various forms of instructional media. The integration of contextual learning strategies with multimedia use enhances students’ critical thinking engagement in fiqh learning. …”
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A Novel Technical Framework for Colombia’s Distribution System Operator with Distributed Energy Resources Integration by Eduardo Gómez-Luna, Jonathan A. Tariacuri, Jorge De La Cruz, Juan C. Vasquez

“…Today, an electrical operator can become more proactive by integrating technologies such as advanced metering infrastructure (AMI), distributed energy resources (DER), microgrids, and advanced distribution automation (ADA). …”
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Research Trends on the Integration of Ethnoscience in the Learning of Chemistry as the Development of Chemical Literacy: A Systematic Review by Dwiarini Yuendita, Eli Rohaeti

“…This study aims to analyze the trends, characteristics, and contributions of research on the integration of ethnoscience in chemistry education to enhance students’ chemical literacy. …”
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Integrating Google Earth into Scale Learning: A Learning Trajectory Through Rice Field Size Exploration by Filian Yunita Sari, Zulkardi Zulkardi, Ratu Ilma Indra Putri, Ely Susanti

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Contextualizing Innovation Investor Behaviour Through Structural Simulation Modelling of Influential Factors

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