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Journal of Central South University 2013年第8期20卷 2212-2218页

作者： YANG Myung-seok KANG nam-kyu KIM Yun-jeong KIM Jae-soo CHOI Kwang-nam KIM Young-kuk NTIS Center Korea Institute of Science and Technology Information Department Of Computer Science and Engineering Chungnam National University

This work aims to implement expert and collaborative group recommendation services through an analysis of expertise and network relations NTIS. First of all, expertise database has been constructed by extracting keywords after indexing national R＆D information in Korea （human resources, project and outcome） and applying expertise calculation algorithm. In consideration of the characteristics of national R＆D information, weight values have been selected. Then, expertise points were calculated by applying weighted values. In addition, joint research and collaborative relations were implemented in a knowledge map format through network analysis using national R＆D information.

关键词： human networks network analysis NTIS R&D information

Optimization of roller shape for roller-type onion pot-seeding machine

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International Journal of Agricultural and Biological Engineering 2020年第1期13卷 111-119页

作者： Seok-Joon Hwang Ju-Seok nam Dept.of Biosystems Engineering Kangwon National University1 Kangwondaehak-gilChuncheonGangwon-do24341Republic of Korea

In this study,roller shape optimization was performed on a roller-type pot-seeding machine used for sowing onion *** parameters for optimization were derived by analyzing the operating characteristics of the pot-seeding *** on this,the roller shape was determined to minimize weight while satisfying the required *** the optimized roller shape was applied,it was possible to reduce the weight of the roller by 17.7%compared with the conventional one,while satisfying the safety factor of 2.0 or *** optimum bed soil compaction required for onion sowing was also ***,applying the roller shape derived from this study to an existing roller-type pot-seeding machine may increase the production efficiency of healthy seedling.

关键词： onion pot-seeding machine roller-type shape optimization

Intelligent Resource Allocations for Software-Defined Mission-Critical IoT Services

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Computers, Materials & Continua 2022年第11期73卷 4087-4102页

作者： Chaebeen nam Sa Math Prohim Tam Seokhoon Kim Department of Software Convergence Soonchunhyang UniversityAsan31538Korea Department of Computer Software Engineering Soonchunhyang UniversityAsan31538Korea

Heterogeneous Internet of Things(IoT)applications generate a diversity of novelty applications and services in next-generation networks(NGN),which is essential to guarantee end-to-end(E2E)communication resources for both control plane(CP)and data plane(DP).Likewise,the heterogeneous 5th generation(5G)communication applications,including Mobile Broadband Communications(MBBC),massive Machine-Type Commutation(mMTC),and ultra-reliable low latency communications(URLLC),obligate to perform intelligent Quality-of-Service(QoS)Class Identifier(QCI),while the CP entities will be suffered from the complicated massive HIOT ***,the existing management and orchestration(MANO)models are inappropriate for resource utilization and allocation in large-scale and complicated network *** cope with the issues mentioned above,this paper presents an adopted software-defined mobile edge computing(SDMEC)with a lightweight machine learning(ML)algorithm,namely support vector machine(SVM),to enable intelligent MANO for real-time and resource-constraints IoT applications which require lightweight computation ***,the SVM algorithm plays an essential role in performing QCI ***,the software-defined networking(SDN)controller allocates and configures priority resources according to the SVM classification ***,the complementary of SVM and SDMEC conducts intelligent resource MANO for massive QCI environments and meets the perspectives of mission-critical communication with resource constraint *** on the E2E experimentation metrics,the proposed scheme shows remarkable outperformance in key performance indicator(KPI)QoS,including communication reliability,latency,and communication throughput over the various powerful reference methods.

关键词： Mobile edge computing Internet of Things software defined networks traffic classification machine learning resource allocation

Microstructures of brazing zone between titanium alloy and stainless steel using various filler metals

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中国有色金属学会会刊：英文版 2012年第S3期22卷 639-644页

作者： Taeshin CHUNG Jungsoo KIM Jeongseok BANG Byoungho RHEE Daegeun nam Agency for Defense Development Korea Institute of Industrial Technology Vitzotech Corporation

Titanium alloy (Ti-Al-V alloy) substrate was brazed with stainless steel (STS304) using filler *** an optimized brazing condition,various filler metals were *** were observed at each *** metals were titanium based 40Ti-20Zr-20Cu-20Ni,silver based Ag 5Pd,and nickel based Ni-7Cr-3.1B-4.5Si-3Fe-0.06C (BNi2) and Ni-14Cr-10P-0.06C (BNi7).To select a good filler metal for brazing process,wetting test was performed at 880-1050 °*** was not brazed using silver based filler metals,but at the conditions using titanium and nickel based filler metals had brazed zone between titanium alloy and stainless ***,titanium alloy was eroded during brazing using titanium based filler *** based filler metal has a good brazed zone between titanium alloy and stainless steel among the filler metals.

关键词： brazing filler metal titanium alloy stainless steel

Zagreb indices of graphs

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Frontiers of Mathematics in China 2015年第3期10卷 567-582页

作者： Kinkar Ch. DAS Kexiang XU Junki nam Department of Mathematics Sungkyunkwan University Suwon 440-746 Korea College of Science Nanjing University of Aeronautics & Astronautics Nanjing 210016China

The first Zagreb index M1 （G） is equal to the sum of squares of the degrees of the vertices, and the second Zagreb index M2 （G） is equal to the sum of the products of the degrees of pairs of adjacent vertices of the underlying molecular graph G. In this paper, we obtain lower and upper bounds on the first Zagreb index MI（G） of G in terms of the number of vertices （n）, number of edges （m）, maximum vertex degree （△）, and minimum vertex degree （δ）. Using this result, we find lower and upper bounds on M2（G）. Also, we present lower and upper bounds on M2（G）＋ M2（G） in terms of n, m, △, and δ, where denotes the complement of G. Moreover, we determine the bounds on first Zagreb coindex MI（G） and second Zagreb coindex M2（G）. Finally, we give a relation between the first Zagreb index and the second Zagreb index of graph G.

关键词： Graph first Zagreb index index inverse degree second Zagreb index Narumi-Katayama

Toward Systems Understanding of Leaf Senescence： An Integrated Multi-Omics Perspective on Leaf Senescence Research

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Molecular Plant 2016年第6期9卷 813-825页

作者： Jeongsik Kim Hye Ryun Woo Hong Gil nam Center for Plant Aging Research Institute for Basic Science (IBS) Daegu 42988 Republic of Korea Department of New Biology DGIST Daegu 42988 Republic of Korea

Leaf senescence is a complex but tightly regulated developmental process involving a coordinated sequence of multiple molecular events, which ultimately leads to death of the leaf. Efforts to understand the mechanistic principles underlying leaf senescence have been largely made by transcriptomic, proteomic, and metabolomic studies over the past decade. This review focuses on recent milestones in leaf senes- cence research obtained using multi-omics technologies, as well as future endeavors toward systems understanding of leaf senescence processes. In particular, we discuss recent advances in understanding molecular events during leaf senescence through genome-wide transcriptome analyses in Arabidopsis. We also describe comparative transcriptome analyses used to unveil the commonality and diversity of regulatory mechanisms governing leaf senescence in the plant kingdom. Finally, we provide current illustrations of epigenomic, proteomic, and metabolomic landscapes of leaf senescence. We envisage that integration of multi-omics leaf senescence data will enable us to address unresolved questions regarding leaf senescence, including determining the molecular principles that coordinate concurrent and ordered changes in biological events during leaf senescence.

关键词： leaf senescence transcriptomics epigenomics proteomics metabolomics multi-omics

Novel Soft ComputingModel for Predicting Blast-Induced Ground Vibration in Open-Pit Mines Based on the Bagging and Sibling of Extra Trees Models

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Computer Modeling in Engineering & Sciences 2023年第3期134卷 2227-2246页

作者： Quang-Hieu Tran Hoang Nguyen Xuan-nam Bui Department of Surface Mining Mining FacultyHanoi University of Mining and GeologyHanoi100000Vietnam Innovations for Sustainable and Responsible Mining(ISRM)Research Group Hanoi University of Mining and GeologyHanoi100000Vietnam

This study considered and predicted blast-induced ground vibration(PPV)in open-pit mines using bagging and sibling techniques under the rigorous combination of machine learning ***,four machine learning algorithms,including support vector regression(SVR),extra trees(ExTree),K-nearest neighbors(KNN),and decision tree regression(DTR),were used as the base models for the purposes of combination and PPV initial *** bagging regressor(BA)was then applied to combine these base models with the efforts of variance reduction,overfitting elimination,and generating more robust predictive models,abbreviated as BA-ExTree,BAKNN,BA-SVR,and *** is emphasized that the ExTree model has not been considered for predicting blastinduced ground vibration before,and the bagging of ExTree is an innovation aiming to improve the accuracy of the inherently ExTree model,as *** addition,two empirical models(i.e.,USBM and Ambraseys)were also treated and compared with the bagging models to gain a comprehensive *** this aim,we collected 300 blasting events with different parameters at the Sin Quyen copper mine(Vietnam),and the produced PPV values were also *** were then compiled as the dataset to develop the PPV predictive *** results revealed that the bagging models provided better performance than the empirical models,except for the BA-DTR *** those,the BA-ExTree is the best model with the highest accuracy(i.e.,88.8%).Whereas,the empirical models only provided the accuracy from 73.6%–76%.The details of comparisons and assessments were also presented in this study.

关键词： Mine blasting blast-induced ground vibration environmentally friendly blasting peak particle velocity bagging extra trees

Effects of Korean Red Ginseng on Semen Parameters in Male Infertility Patients:A Randomized,Placebo-Controlled,Double-Blind Clinical Study

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Chinese Journal of Integrative Medicine 2016年第7期22卷 490-495页

作者： Hyun Jun Park Sangmin Choe nam Cheol Park Department of Urology Pusan National University School of MedicineBusan(602-739)Republic of Korea Medical Research Institute of Pusan National University Hospital Busan(602-739)Republic of Korea Division of Clinical Pharmacology Clinical Trial CenterPusan National University HospitalBusan(602-739)Republic of Korea

Objective： To investigate the effects of Korean red ginseng （KRG） on semen parameters in male infertility patients in a randomized, double-blind, placebo-controlled study. Methods： A total of 80 male infertility patients with varicocele were recruited from April 2011 to February 2012. The subjects were then divided into the following four groups： non-varicocelectomy （V）＋placebo （P） group, V＋P group, non-V＋KRG group （1.5-g KRG daily）, and V＋KGR group （1.5-g KRG daily）. Semen analysis was performed and hormonal levels were measured in each treatment arm after 12 weeks. Results： All groups but not the non-V＋P group, showed significant improvements in sperm concentrations, motility, morphology, and viability at the end of the study. However, there were no significant differences in serum follicle-stimulating hormone, luteinizing hormone, and testosterone among groups. The incidence of adverse events was low, and all events were assumed to be unrelated to the treatments administered. Conclusions： Although the exact mechanism by which KRG improves spermatogenesis remains unclear, KRG may be a useful agent for the treatment of male infertility. Nevertheless, additional studies to evaluate the optimal dose and duration of treatment are needed.

关键词： Panax ginseng male infertility spermatogenesis

Evaluation of Pencil Lead Based Electrodes for Electrocardiogram Monitoring in Hot Spring

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Computers, Materials & Continua 2021年第2期66卷 1411-1425页

作者： Ratha Yeu namhui Ra Seong-A Lee Yunyoung nam Department of ICT Convergence Rehabilitation Engineering Soonchunhyang UniversityAsan31538Korea Department of ICT Convergence Soonchunhyang UniversityAsan31538Korea Department of Occupational Therapy Soonchunhyang UniversityAsan31538Korea Department of Computer Science and Engineering Soonchunhyang UniversityAsan31538Korea

Electrocardiogram(ECG)electrodes are conductive pads applied to the skin to measure cardiac ***/AgCl electrodes are the commercial product which widely used to obtain *** monitoring the ECG in a hot spring,Ag/AgCl electrodes must be waterproofed;however,this is time-consuming,and the adhesive may tear the skin on *** solving the problem,we developed the carbon pencil lead(CPL)electrodes for use in hot *** CPL and Ag/AgCl electrodes were connected to ECG100C’s *** Performance was evaluated in three conditions as following:hot spring water with and without bubble,and in cold *** each environment,the procedure was followed by three different protocols that are recording from the dry condition,hot spring water immersion with and without movement,post hot spring water *** dry and wet conditions,both electrodes can obtain the waveform of the ECG signal in which all PQRST waves were ***,the signal quality of both types of electrodes was different in water immersion with and without *** overall morphology obtained by Ag/AgCl electrodes was unstable higher than that of CPL electrodes in immersion without movement *** CPL electrodes provided better ECG waveform quality compared to Ag/AgCl electrodes in which the ECG signal had high waveforms distortion in water immersion with movement condition.

关键词： Carbon pencil lea ECG electrodes ECG monitoring hot spring water cold water hot spring water bubble

Wireless Device Connection Problems and Design Solutions

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Chinese Journal of Mechanical Engineering 2016年第6期29卷 1145-1155页

作者： SONG Ji-Won NORMAN Donald nam Tek-Jin QIN Shengfeng College of Engineering Design and Physical Sciences Brunel University London The Design Lab University of California Department of Industrial Design Korea Advanced Institute of Science and Technology Department of Design Northumbria University

Users, especially the non-expert users, commonly experience problems when connecting multiple devices with interoperability. While studies on multiple device connections are mostly concentrated on spontaneous device association techniques with a focus on security aspects, the research on user interaction for device connection is still limited. More research into understanding people is needed for designers to devise usable techniques. This research applies the Research-through-Design method and studies the non-expert users＇ interactions in establishing wireless connections between devices. The ＂Learning from Examples＂ concept is adopted to develop a study focus line by learning from the expert users＇ interaction with devices. This focus line is then used for guiding researchers to explore the non-expert users＇ difficulties at each stage of the focus line. Finally, the Research-through-Design approach is used to understand the users＇ difficulties, gain insights to design problems and suggest usable solutions. When connecting a device, the user is required to manage not only the device＇s functionality but also the interaction between devices. Based on learning from failures, an important insight is found that the existing design approach to improve single-device interaction issues, such as improvements to graphical user interfaces or computer guidance, cannot help users to handle problems between multiple devices. This study finally proposes a desirable user-device interaction in which images of two devices function together with a system image to provide the user with feedback on the status of the connection, which allows them to infer any required actions.

关键词： wireless connection device association user-multiple device interaction smart production system Research through Design learning from examples