From Bench to Brain: A Metadata-driven Approach to Research Data Management in a Collaborative Neuroscientific Research Center by Marlene Pacharra, Tobias Otto, Nina Olivia Caroline Winter

“…Critical steps in RDM are the agreement and implementation of common standards for metadata and data storage. The practice paper outlines the approach of the interdisciplinary Collaborative Research Center (CRC) 1280 ‘Extinction Learning’ with 81 researchers from biology, psychology, medicine, and computational neuroscience across four different institutions. …”
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Mode Optimization and Rule Management of Intellectual Property Rights Protection of Educational Resource Data Based on Machine Learning Algorithm by Jiawei Cao

“…The results show that the machine learning technology can build a subject-oriented, highly integrated, and time-changing educational resource data storage environment; the comprehensive, analysis-oriented decision-supporting system formed by machine learning can give full play to the potential role of data integration and value discovery and is therefore of great significance for the intellectual property expression and protection of integrated and complexly-related educational resource data. …”
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An Optimized Method for Batch Recovery Based on Erasure Coding in Heterogeneous Network by Ying Song, Jialin Liu, Yingai Tian, Bo Wang

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Tributary by James Davoll, Paul Dolan, Pete Howson

“…Tributary explores covert, 'black-boxed' data centres (remote and highly secure sites) by tracking water and geothermal sources to the infrastructure required to power and house these physical locations of intensive computational processing. …”
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Summary of the 2023 (1st edition) Report of TCEP (Tracking Clean Energy Progress) by the International Energy Agency (IEA), and Proposed Process for Computing a Single Aggregate Ra... by Marzouk Osama A.

“…We propose a quantitative aggregate numerical score to describe the overall progress in the global clean energy transition as reflected by the TCEP components, and we compute it as 2.23/4 (or 55.7%). Finally, we present selected historical records (based on IEA data) about the three satisfactory components of TCEP for the global clean energy transition.…”
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A HOMER-Aided Study for PV System Design and Cost Analysis for a College Campus in Baghdad by Luqman Q. Ibrahim, Ahmed J. Abid, Adel A. Obed, Ameer L. Saleh, Reheel J. Hassoon

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The role of sodium-nickel chloride (Na-NiCl2) batteries in managing uncertainty and renewable sources for empowering hybrid energy systems using bi-level CONOPT-based optimization by Abdallah Aldosary

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Design and application of grid cloud testing service platform by Xiaorong CHANG, Chunguang ZHANG, Sining WANG, Junwei ZHANG, Jiamei WU

“…With the rapid development of big data and cloud computing technology,and successful practice in domestic and foreign enterprises,how to introduce the cloud computing technology,to innovate the traditional test mode,to achieve the conversion of the traditional software testing to the cloud model test mode,become the key to software quality assurance for the enterprise.For cloud platform has strong processing ability,large storage capacity,safety and reliability,moderate distribution capacity,grid cloud testing service platform will meet the advanced,practical,safety and other characteristics,to provide internal and external cloud testing services for enterprises.The application of mobile testing in the cloud platform was enumerated,the availability of the grid cloud testing service platform was verified,the advantages of the platform were analyzed.…”
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3D gesture recognition based on dynamic template matching algorithm for intelligent wearable devices by Yunhe LI

“…With the popularity of Internet of things equipment,the smart wearing equipment industry develops rapidly,in which wristband smart bracelets and watches are the mainstream.Intelligent wearable devices have abundant sensors and certain computing power.As human-computer interaction for itself and other devices of the Internet of things through gesture recognition,they have a wide range of needs.A 3D gesture recognition system based on dynamic template matching algorithm was proposed.The gesture meaning was judged by collecting user’s specific gesture from hand-held smart devices,and the control of smart devices was realized by using more natural human-computer interaction technology.The motion sensor of intelligent devices was used to read the corresponding 3D gesture data,and the optimized dynamic time warping algorithm was used to recognize gesture.Based on the characteristics of mobile devices and dynamic programming,the curve path was defined by slope.At the same time,the calculation of template matching and the cost of gesture recognition were reduced by pre-storage distortion threshold.The test is carried out on mobile phones,compared with the traditional algorithm,the proposed algorithm takes less time,has higher recognition efficiency and accuracy,and can bring better human-computer interaction experience.…”
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Survey of video behavior recognition by Huilan LUO, Chanjuan WANG, Fei LU

“…Behavior recognition is developing rapidly,and a number of behavior recognition algorithms based on deep network automatic learning features have been proposed.The deep learning method requires a large number of data to train,and requires higher computer storage and computing power.After a brief review of the current popular behavior recognition method based on deep network,it focused on the traditional behavior recognition methods.Traditional behavior recognition methods usually followed the processes of video feature extraction,modeling of features and classification.Following the basic process,the recognition process was overviewed according to the following steps,feature sampling,feature descriptors,feature processing,descriptor aggregation and vector coding.At the same time,the benchmark data set commonly used for evaluating the algorithm performance was also summarized.…”
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SpikeDroidDB: AN INFORMATION SYSTEM FOR ANNOTATION OF MORPHOMETRIC CHARACTERISTICS OF WHEAT SPIKE by M. A. Genaev, E. G. Komyshev, Fu Hao, V. S. Koval, N. P. Goncharov, D. A. Afonnikov

“…The interface provides a flexible query system to access the data. SpikeDroidDB represents an interconnected representation between genotype, phenotype, location, and growing conditions. …”
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Hadoop bottleneck detection algorithm based on information gain by Zaole TAN, Zhifeng HAO, Ruichu CAI, Xiaojun XIAO, Yu LU

“…Hadoop has become a major platform for big data storage and large data mining nowadays.Although Hadoop platform achieves high performance parallel computing through a distributed cluster of machines,the bottlenecks will inevitably appear on a machine when cluster load increases,because the cluster is composed of inexpensive host.Aiming at this problem,a bottleneck detection algorithms based on information gain was proposed.The algorithm detected cluster's bottlenecks resource by computing the information gain of each resource.The experiments show that the bottleneck detection algorithm is feasible.…”
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Efficient FPGA based architecture for high‐order FIR filtering using simultaneous DSP and LUT reduced utilization by Mountassar Maamoun, Adnane Hassani, Samir Dahmani, Hocine Ait Saadi, Ghania Zerari, Noureddine Chabini, Rachid Beguenane

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A Double Resistive–Capacitive Approach for the Analysis of a Hybrid Battery–Ultracapacitor Integration Study by Adrian Chmielewski, Piotr Piórkowski, Krzysztof Bogdziński, Paweł Krawczyk, Jakub Lorencki, Artur Kopczyński, Jakub Możaryn, Ramon Costa-Castelló, Stepan Ozana

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Object Re-Identification Based on Federated Incremental Subgradient Proximal Optimization by Li Kang, Chuanghong Zhao, Jianjun Huang

“…Object Re-identification (Object ReID) is one of the key tasks in the field of computer vision. However, traditional centralized ReID methods face challenges related to privacy protection and data storage. …”
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Accelerated algorithm in attribute-based encryption over cloud environment by Guowei WU, Ning FAN, Laifu WANG, Shuai WANG, Jun SHEN, Huamin JIN

“…Cloud computing provides storage,computing and network services to tenants.Data security and data sharing and access control between tenants are indispensable functions.Attribute-based encryption (ABE) system is a one to many encryption system,which allows users to fine -grained access control on encrypted data according to users’ attributes.This encryption system is very suitable for multi-tenant data sharing overcloud computing environment.However,the existing attribute-based encryption schemes is inefficient,which cannot be applied to practical applications.Two types of ABE and their application scenarios were analyzed,and an acceleration algorithms scheme in attribute encryption cryptosystem was proposed.The experiment can illustrate that the proposed scheme can improve the efficiency of key generation algorithm,encryption algorithm and decryption algorithm.…”
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Content Validation of and Evaluation of an Electronic Nursing Process Documentation Form for Usefulness in Low Resource Nigerian Hospitals by Chinemerem ELEKE, Ada NWANERI, Anthonia CHINWEUBA, Samuel SAMUEL, Chitoo OSUORAH

“…A content relevance checklist, the Perceived Usefulness Scale, and a feedback form were used for data collection. Results: On validation, the Agreement Index between experts (Content Validity Index) was 87.5%. …”
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Blockchain-Assisted Hierarchical Attribute-Based Encryption Scheme for Secure Information Sharing in Industrial Internet of Things by A. Sasikumar, Logesh Ravi, Malathi Devarajan, A. Selvalakshmi, Abdulaziz Turki Almaktoom, Abdulaziz S. Almazyad, Guojiang Xiong, Ali Wagdy Mohamed

“…In addition, we developed a blockchain-integrated data-sharing scheme that makes it possible for users to share data via the use of edge and cloud storage. …”
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Development and Application of UAV VR Panoramic Display System for Datengxia Water Project by ZHANG Yao, HUANG Pengjia, ZHU Changfu

“…With the rapid development of computer network technology,panoramic technology has been widely applied in many fields such as tourism,real estate,engineering construction,and virtual education.It realizes the all-round interactive viewing and browsing in real scenes,with the sense of the scene and interaction.This paper obtains the panoramic images by the UAV aerial photography and image stitching technology,develops the UAV VR panoramic display system of Datengxia Water Project based on krpano engine and geographic information technology for realizing many functions including panoramic data storage management,online editing,releasing,etc.After the system is applied to the panoramic data management of Datengxia,there are lots of good feedback,and the work efficiency is greatly improved.In addition,this panoramic system provides data support for the virtual monitoring of the Datengxia Water Project construction,promotes the classification and efficient retrieval of panoramic data in the project,improves the efficiency of users in making panoramic projects and managing panoramic data,and offers an operation platform for building the Datengxia Water Project exhibition site and the VR display project of the Datengxia Museum.…”
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Refactoring BZIP2 on the new‐generation sunway supercomputer by Xiaohui Liu, Zekun Yin, Haodong Tian, Wubing Wan, Mengyuan Hua, Wenlai Zhao, Zhenchun Huang, Ping Gao, Fangjin Zhu, Hua Wang, Xiaohui Duan

“…However, the ever‐expanding scales of scientific simulations pose challenges for efficient data I/O and storage. The data compression technology has garnered significant attention as a solution to reduce data transmission and storage costs while enhancing performance. …”
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