A survey on key technologies of privacy protection for machine learning by Zishan LIU, Qiang CHENG, Bo LV

“…With the development of information and communication technology,large-scale data collection has vastly promoted the application of machine learning in various fields.However,the data involved in machine learning often contains a lot of personal private information,which makes privacy protection face new risks and challenges,and has attracted more and more attention.The current progress of the related laws,regulations and standards to the personal privacy protection and data safety in machine learning were summarized.The existing work on privacy protection for machine learning was presented in detail.Privacy protection algorithms usually have influence on the data quality,model performance and communication cost.Thus,the performance of the privacy protection algorithms should be comprehensively evaluated in multiple dimensions.The performance evaluation metrics for the privacy protection algorithms for machine learning were presented,given with the conclusion that the privacy preservation on machine learning needs to balance the data quality,model convergence rate and communication cost.…”
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Utilising Generative AI in the Classics classroom by David Peddar

“…The following paper explores a proactive approach to utilising Gen AI technology and programs within a Latin classroom NESA Stage 4-5/ MYP Years 1-3 in Australia (ages 11-16) (NESA: New South Wales Education Standards Authority. MYP: Middle Years Programme). …”
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Kinematics and Dynamics Analysis of a Two-degree-of-freedom Arm Rehabilitation Robot by Xin Meng, Tao Qin, Fuquan Tu

“…According to the ergonomics related standards and the arm joints range requirements, a co-simulation model of the robot and arm mechanism is established to determine the workspace of robot. …”
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Radiation Shielding Properties Comparison of Pb-Based Silicate, Borate, and Phosphate Glass Matrices by Suwimon Ruengsri

“…Moreover, comparison of results has shown that the glasses possess better shielding properties than standard shielding concretes, suggesting a smaller size requirement in addition to transparency in the visible region.…”
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Fast QTMT partition decision based on deep learning by Shuang PENG, Xiaodong WANG, Zongju PENG, Fen CHEN

“…Compared with the predecessor standards, versatile video coding (VVC) significantly improves compression efficiency by a quadtree with nested multi-type tree (QTMT) structure but at the expense of extremely high coding complexity.To reduce the coding complexity of VVC, a fast QTMT partition method was proposed based on deep learning.Firstly, an attention-asymmetric convolutional neural network was proposed to predict the probability of partition modes.Then, the fast decision of partition modes based on the threshold was proposed.Finally, the cost of coding performance and time was proposed to obtain the optimal threshold, and the threshold decision method was proposed.Experimental results at different levels show that the proposed method achieves an average time saving of 48.62%/52.93%/62.01% with the negligible BDBR of 1.05%/1.33%/2.38%.Such results demonstrate that the proposed method significantly outperforms other state-of-the-art methods.…”
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CORE & MORE – THE CONCEPT OF INTELLIGENT REPORTING FOR CORPORATE INFORMATION by Kamil Mazurkiewicz

“…Corporate reports that conform to the standards of the Core & More concept are more transparent and the information given to stakeholders is structured. …”
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Prediction of Compressive Strength of Concrete and Rock Using an Elementary Instance-Based Learning Algorithm by Shun-Chieh Hsieh

“…Therefore, in order to predict material strength, as the direct method by conducting tests is time-consuming and expensive and experimental errors are inevitable, an indirect method based on elementary instance-based learning algorithm was proposed. The standard k-nearest neighbors (k-NN) with cross-validation were utilized to develop compressive strength prediction models for some concretes and rocks by considering indirect parameters such as physical and mechanical parameters. …”
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Le droit du travail et les migrants ruraux : instituer un nouveau salariat en Chine by Muriel Périsse

“…Labour standards are problematic in China, but focusing on the incapacity of labour law to regulate the labour market is unsatisfactory. …”
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INTEGRATING THEORY AND PRAXIS IN EMPIRICAL MISSIOLOGY by M. Ehmann

“… Lectures on contextual theology rightly belong to the standard repertoire of academic training in missiology. …”
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Structural Dynamic Analysis of Endogenous Vibration of Large-span Plant at Datengxia Hydro Project by LI Shuai, XIE Ji'an

“…The vibration energy generated by the internal source vibration during the operation of the power plant room is very large,which will endanger the safety of the building and the health of the operating personnel when serious.So the endogenous vibration characteristics of the plant as a whole and important individual structures were carried out based on finite element calculation theory,and the vibration response of the power plant house under unit vibration load and flow channel pulsation pressure was calculated.The results show that the natural vibration frequency of the whole plant and the important single structure and the main vibration source of the unit have enough stagger,under the vibration load of the unit or the pulsating pressure of the flow passage.The vibration displacement,velocity and acceleration response amplitudes of the workshop structure meet the control standard under the vibration load of the unit or the pulsating pressure of the flow passage.In summary,the effect of endogenous vibration loads at different frequencies in the Datengxia Hydro Project will not adversely affect the safe operation of the powerhouse.…”
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Armed Conflict and Child Weight in DR Congo by Kien Le

“…Specifically, experiencing armed conflict makes children weigh less for their age and weigh less for their height by 0.20 and 0.24 standard deviations, respectively. Armed conflict also increases the probability of children being underweight and wasted by 4.7 and 2.7 percentage points, respectively. …”
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Survey of the research and development on the maritime communication technology by Hao DONG, Liang SONG, Cunqing HUA, Lingya LIU, Junhua TANG

“…With the increasing frequency of maritime activities, the development of the maritime communication technology plays an important role.However, due to the complex and changeable maritime environment and the inconsistent communication system standards, the development of maritime communications has significantly lagged.Firstly, maritime communications were divided into four main components, including airspace, land, sea, and crossdomain coordination, according to the difference in communication methods.Then, the development process and research status on a global scale were summarized from the industrial and academic perspectives.Moreover, the main problems existing in the maritime communication were analyzed based on the connections and differences between the different systems.Finally, the technical challenges in the new generation of maritime communication systems were specifically elaborated, including the study of wave motion models learning, maritime channel modeling, atmospheric duct effects, and microwave scattering effects.…”
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Three-dimensional histological imaging of primate brain and correlation with in vivo medical device images by Julien Dauguet

“…This is of high interest since it allows direct comparison between the histology, often considered as the gold standard in terms of information, and the same medical devices used in clinical routine to image human patients. …”
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Research on the Design and Construction Technology of Double Strand Chain Transmission of Escalator by Yao Zhenqun, Xie Chaoyang, Li Xueyong

“…It has also failed to meet the latest national mandatory inspection standards. It is economical and effective to change the single strand chain drive to double strand chain. …”
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Calibration of Accelerometers by Shock Excitation and Laser Interferometry by Alfred Link, Hans-Jüurgen von Martens

“…Computer simulations and experiments proved that the shock parameters can be measured with expanded uncertainties of less than 0.2%. method has been adopted by the ISO/TC 108/SC 3 as a primary shock calibration method to be specified in a new international standard ISO 16063-13 “Primary shock calibration using laser interferometry”.…”
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Expertise économique et reconfigurations disciplinaires dans la décolonisation by Thomas Irace

“…This article offers one form of explanation through a discussion of archival practices: while standard sources for the history of development economics include the papers of individual researchers and the records of international organisations, I argue that more intensive use of archives coming from (post-)colonial European national bureaucracies would lead to a better understanding of the meaning of expertise in times of decolonisation, as well as of the emergence of development economics as a specific form of knowledge in these countries. …”
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Research on content distribution mechanism of MP2P networks by Guo-yin ZHANG, Lu LI, Jian-guo SUN, Xiang-hui WANG

“…In consideration of the current MP2P network disturbance from frequent location changes of the mobile nodes,the limited computing power and storage capacity,a flexible strategy of partition management by assigning different functions to nodes according to some standards,regarding a subnet as a unit and using super-nodes to manage subnets were proposed.In order to speed up the data transmission and replacement efficiency,data was processed with partial network coding technology.Additionally,a trans-subnet query algorithm was proposed to link subnets,conduct informa-tion exchange between subnets and resource location.Results of the experiment manifested that this strategy can effi-ciently increase the resource download success rate and hit rate,reduce the average delay,improve the content distribu-tion efficiency of MP2P networks,and simultaneously enhance system robustness.…”
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Social Disciplines and humanities in Engineering Training in the Context of the FSES 3++ by V. D. Vasilyeva

“…The notion of “general cultural competencies” is no longer used in the new educational standards although the “universal competencies” of HE FSES 3++ still correlate with the indicators of general human culture. …”
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Selection of crucible oxides in molten titanium and titanium aluminum alloys by thermo-chemistry calculations by Kostov A., Friedrich B.

“…Owing of literature data, as well as these crucibles are cheaper than standard crucibles for melting titanium and titanium alloys, in this paper will be presented the results of selection of thermo-chemistry analysis with the aim to determine the crucible oxide stability in contact with molten titanium and titanium-aluminum alloys.…”
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Productive Capacities and the SDGs: Critical but Nuanced Relationships by David Tennant, Stuart Davies, Sandria N. Tennant, Patrice Whitely

“…Using panel data time series models, with Driscoll-Kraay adjusted standard errors, we examine how enhancing the eight elements of the Productive Capacity Index (PCI) impacts the SDGs. …”
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