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Facilitating Large Language Model Russian Adaptation with Learned Embedding Propagation
Published 2024-12-01“…Method: To tackle language-adaptation challenges, we introduce Learned Embedding Propagation (LEP), a novel method with lower training data requirements and minimal disruption of existing LLM knowledge. LEP employs an innovative embedding propagation technique, bypassing the need for instruction-tuning and directly integrating new language knowledge into any instruct-tuned LLM variant. …”
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Predictors of physical and mental health among unemployed people in Greece
Published 2020-03-01“…Policymakers should continuously support unemployed people through the development of innovative labor and unemployment policies as well as the expansion of their health coverage and access to healthcare in order to improve their overall health status.…”
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High-performance reconfigurable encryption scheme for distributed storage
Published 2023-10-01“…As the world embraces the digital economy and enters an information society, data has emerged as a critical production factor.The collection, processing, and storage of data have become increasingly prevalent.Distributed storage systems, known for their efficiency, are widely used in various data fields.However, as the scale of data storage continues to expand, distributed storage faces more significant security risks, such as information leakage and data destruction.These challenges drive the need for innovative advancements in big data distributed storage security technology and foster the integration of domestic cryptographic technology with computing storage technology.This work focused on addressing security issues, particularly information leakage, in distributed storage nodes.A dynamic and reconfigurable encryption storage solution was proposed, which considered the requirements for encryption performance and flexibility.A high-performance reconfigurable cryptographic module was designed based on the bio mapping framework.Based on this module, multiple storage pools equipped with different cryptographic algorithms were constructed to facilitate high-performance encryption and decryption operations on hard disk data.The scheme also enabled dynamic switching of cryptographic algorithms within the storage pools.A cryptographic protocol with remote online loading functions for cryptographic algorithms and keys was developed to meet the unified management and convenient security update requirements of reconfigurable cryptographic modules in various storage nodes.Furthermore, the scheme implemented fine-grained data encryption protection and logical security isolation functions based on cryptographic reconstruction technology.Experimental results demonstrate that the performance loss of this scheme for encryption protection and security isolation of stored data is approximately 10%.It provides a technical approach for distributed storage systems to meet the cryptographic application technology requirements outlined in GB/T 39786-2021 “Information Security Technology-Basic Requirements for Cryptography Applications” Level 3 and above in terms of device and computing security, application and data security.…”
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Improved PID Control Design for Electric Power Steering DC Motor
Published 2025-01-01“…This study aims to achieve more precise and stable control of a modeled EPS motor using an innovative control method. The effects of a PID control designed with a new approach, on the system were investigated to compare it with the Ziegler Nichols, Internal Model Control (IMC), Tyreus Luyben, and Haugen methods mentioned in the study. …”
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ECONOMIC EFFICIENCY CALCULATION PROCEDURE FOR THE AUTOMATIC WATER-LEVEL REGULATING INVARIANT SYSTEM IN THE BOILER SHELL
Published 2015-12-01“…For economic efficiency evaluation of the boiler-shell water level automatic regulation innovative system implementation as a system, the author proposes a technique allowing calculating the main components of the economic effect of its implementation. …”
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Developing “You’re History, Pal!”: Employing Role-Playing Games as Pedagogical Instruments
Published 2024-10-01“…The first of the two methods, Reacting to the Past (RTTP), is an innovative pedagogy pioneered by Mark C. Carnes in the 1990s, designed for university students, which enables them to explore knowledge of the past while putting on the experiential lens of a historical figure or group involved in events that have shaped the course of humanity. …”
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High-fidelity immersive virtual reality environments for gait rehabilitation exergames
Published 2025-01-01“…Participant feedback (sample size: 49 sessions) confirms the HMD-VR exergame’s applicability as a restorative experience (ClinicalTrials.gov NCT06304077).DiscussionOur research introduces a pioneering HMD-VR game for gait rehabilitation, leveraging immersive VR environments grounded in the real world. This innovative approach offers new possibilities for efficient and effective rehabilitation interventions. …”
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Comparative Analysis of Financial Flows in the Healthcare Systems of Germany, Austria and Czechia: Opportunities for Savings and Assessing the Tax-Like Nature of Health Insurance C...
Published 2024-12-01“…Objective: This study aims to compare the financial flows and spending efficiencies of healthcare systems in Germany, Austria and Czechia to identify opportunities for savings and policy innovations. Methods: A comparative analysis of secondary data from OECD reports and academic literature was conducted, examining key metrics such as public and private expenditure, health insurance contributions, and administrative costs. …”
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H. PUTNAMAS: RACIONALUMO KRITERIJAI VIDINIO REALIZMO KONTEKSTE
Published 2001-01-01“…Particular criteria of rationality are permanently approaching this limit by participating in the dialogue with each other. The crucial innovative idea of Putnam's conception is the thesis that the concept of rationality is essentially rooted in the interdependence of fact and value. …”
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mHealth education for patients with chronic kidney disease: protocol for a scoping review
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Medical students' knowledge, attitudes, and motivation towards antimicrobial resistance efforts in Eastern Uganda.
Published 2025-01-01“…Extracurricular interventions can catalyze multidisciplinary engagement and inspire innovative solutions. This study aimed to determine the knowledge, attitudes, and motivations influencing medical students' engagement in AMR Club initiatives at Busitema University, Uganda.…”
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Strategic Project «Creative City – Territory of Development» as a Model of Interaction between Flagship University and Region
Published 2019-03-01“…The article presents the experience of Murmansk Arctic State University in the implementation of a unique project for the region – «Creative city – territory of development», which reflects innovative social practices, technologies of project training and the strategy of the University to fulfill its potential in the creative industries. …”
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Re-calibrating measurements of low-cost air quality monitors using PCR-GPR air quality forecasting models.
Published 2025-01-01“…It is worth mentioning that this study adopted the time series cross-validation method for data grouping, an innovative approach that is more aligned with real-world scenarios and adequately captures the seasonal variations in pollutant concentrations. …”
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