Preserving Differential Privacy for Similarity Measurement in Smart Environments by Kok-Seng Wong, Myung Ho Kim

“…Hence, privacy protection is now an emerging issue that we need to consider especially when data sharing is essential for analysis purpose. In this paper, we consider the case where two agents in the smart environment want to measure the similarity of their collected or stored data. …”
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Integrating artificial intelligence into healthcare systems: opportunities and challenges by Bongs Lainjo

“…Moreover, the development of high-quality and diverse datasets is essential to improve data sharing and enhance decision-making accuracy in healthcare. …”
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Convergence of evolving artificial intelligence and machine learning techniques in precision oncology by Elena Fountzilas, Tillman Pearce, Mehmet A. Baysal, Abhijit Chakraborty, Apostolia M. Tsimberidou

“…Currently, many operational and technical challenges exist related to data technology, engineering, and storage; algorithm development and structures; quality and quantity of the data and the analytical pipeline; data sharing and generalizability; and the incorporation of these technologies into the current clinical workflow and reimbursement models.…”
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Nano–bio surface interactions, cellular internalisation in cancer cells and e‐data portals of nanomaterials: A review by Ram Dhan Yadav, Abha Chaudhary

“…The increased activity of NPs may also result in toxicity on health and environment, thus emphasis should be given to assess the toxicity of NMs in the medical field. The e‐data sharing portals of NMs have also been discussed in this review that will be helpful in providing the information about the chemical, physical, biological properties and toxicity of NMs.…”
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A worldwide itinerary of research ethics in science for a better social responsibility and justice: a bibliometric analysis and review by Ingrid Sonya Mawussi Adjovi

“…To address these issues, this study recommends promoting transparency and data sharing, enhancing education, and training programs, establishing robust mechanisms to identify and address misconduct, and encouraging collaborative research and open science practices. …”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…Such a common structure facilitates data sharing and comparative research. In this study, we propose an extended version of IDS, named IDS-Geo, that also includes geographic data. …”
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The Enforcement of Law and Policy on STM with the Emergence of Advanced Technologies by Elham Farahani, Shouping Li

“…Space Traffic Management (STM) using advanced technologies is effective for the safety and sustainability of outer space by improving Space Situational Awareness (SSA), data sharing information system, collision avoidance, and space debris mitigation methods. …”
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The Effect of Platform Data Quality on Tax Compliance in Digital Economy: A Multiagent Based Simulation by Peng Jin, Zhangwei Feng, Guiping Li

“…Recent reforms and technological changes, such as the emergency of platform data sharing, perform as potential instruments to potentially solve the tax compliance issue in the digital economy. …”
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Surveillance, integrity and metadata in the information age by Peter Bennesved

“…The article also connects the commission’s history to contemporary discussions about surveillance cultures and asks if the Commission – in a longer perspective – can be said to have fostered a positive attitude toward data sharing. …”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…Such a common structure facilitates data sharing and comparative research. In this study, we propose an extended version of IDS, named IDS-Geo, that also includes geographic data. …”
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Hadoop-Based Painting Resource Storage and Retrieval Platform Construction and Testing by Chenhua Zu

“…The constructed private cloud platform for remote sensing image data can realize online retrieval of remote sensing image metadata and fast download of remote sensing image data and solve the problems in storage, data sharing, and management of remote sensing image data to a certain extent.…”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…Such a common structure facilitates data sharing and comparative research. In this study, we propose an extended version of IDS, named IDS-Geo, that also includes geographic data. …”
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On the Readiness of Scientific Data Papers for a Fair and Transparent Use in Machine Learning by Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

“…Abstract To ensure the fairness and trustworthiness of machine learning (ML) systems, recent legislative initiatives and relevant research in the ML community have pointed out the need to document the data used to train ML models. Besides, data-sharing practices in many scientific domains have evolved in recent years for reproducibility purposes. …”
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Researchers and Research Data: Improving and Incentivising Sharing and Archiving by Minna Ventsel, Beth Montague-Hellen

“…This article uses observations and metrics from data sharing and research integrity related activities, undertaken by a Research Integrity and Data Specialist at the Francis Crick Institute, to discuss potential reasons behind a slow uptake of FAIR data practices. …”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…Such a common structure facilitates data sharing and comparative research. In this study, we propose an extended version of IDS, named IDS-Geo, that also includes geographic data. …”
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A Secure Framework for Privacy-Preserving Analytics in Healthcare Records Using Zero-Knowledge Proofs and Blockchain in Multi-Tenant Cloud Environments by S. Bharath Babu, K. R. Jothi

“…This approach is critical in scenarios such as telemedicine, where secure data sharing and computation are paramount. By demonstrating its application in a telemedicine app, the framework highlights its practical significance in balancing data utility and privacy in healthcare analytics, providing a scalable and secure solution to a pressing problem.…”
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Modeling a Born-Digital Factoid Prosopography using the TEI and Linked Data by Daniel L. Schwartz, Nathan P. Gibson, Katayoun Torabi

“…Instead, SPEAR uses a customized TEI schema to model factoids that can be queried and visualized in an XML database as well as serialized in HTML for human viewers and in RDF for data sharing. The TEI’s provisions for structured and semi-structured data make it ideal for encoding data from heterogeneous historical source material. …”
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A Trusted Federated Learning Method Based on Consortium Blockchain by Xiaojun Yin, Xijun Wu, Xinming Zhang

“…This blockchain-based solution provides a robust framework for creating secure, efficient, and scalable federated learning environments, ensuring reliable data sharing and trustworthy model training.…”
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Evolutionary Traits and Genomic Surveillance of SARS-CoV-2 in South America by Pablo A. Ortiz-Pineda, Carlos H. Sierra-Torres

“…Fortunately, the full genome structure and sequence of SARS-CoV-2 have been rapidly obtained and studied thanks to all the scientific efforts and data sharing around the world. Such molecular analysis of SARS-CoV-2 dynamics showed that rates of mutation, similar to other members of the Coronaviridae family, along with natural selection forces, could result in the emergence of new variants; few of them might be of high consequence. …”
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Sharing soil knowledge of the Congolese coastal plains within international research partnerships by Lydie-Stella Koutika

“…The future and strong interconnected soil, forest plantations and social-economic data sharing to tackle environmental challenges i.e., climate change, biodiversity loss, pollution, and soil and land degradation, is crucial and needed in the region.…”
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