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Genetic-Based Keyword Matching DBSCAN in IoT for Discovering Adjacent Clusters

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Computer Modeling in Engineering & Sciences 2023年第5期135卷 1275-1294页

作者： Byoungwook Kim Hong-Jun jang Department of Computer Engineering Dongshin UniversityNaju58245Korea Department of Computer Science and Engineering Jeonju UniversityJeonju55069Korea

As location information of numerous Internet of Thing(IoT)devices can be recognized through IoT sensor technology,the need for technology to efficiently analyze spatial data is *** of the famous algorithms for classifying dense data into one cluster is Density-Based Spatial Clustering of Applications with Noise(DBSCAN).Existing DBSCAN research focuses on efficiently finding clusters in numeric data or categorical *** this paper,we propose the novel problem of discovering a set of adjacent clusters among the cluster results derived for each keyword in the keyword-based DBSCAN *** existing DBSCAN algorithm has a problem in that it is necessary to calculate the number of all cases in order to find adjacent clusters among clusters derived as a result of the *** solve this problem,we developed the Genetic algorithm-based Keyword Matching DBSCAN(GKM-DBSCAN)algorithm to which the genetic algorithm was applied to discover the set of adjacent clusters among the cluster results derived for each *** order to improve the performance of GKM-DBSCAN,we improved the general genetic algorithm by performing a genetic operation in *** conducted extensive experiments on both real and synthetic datasets to show the effectiveness of GKM-DBSCAN than the brute-force *** experimental results show that GKM-DBSCAN outperforms the brute-force method by up to 21 ***-DBSCAN with the index number binarization(INB)is 1.8 times faster than GKM-DBSCAN with the cluster number binarization(CNB).

关键词： Spatial clustering DBSCAN algorithm genetic algorithm textual information

Standardization of apple cancellation test for neglect patients in Korea:An observational study

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World Journal of Clinical Cases 2023年第22期11卷 5236-5243页

作者： Woo-Hyuk jang Jong-Sik jang Department of Occupational Therapy College of Health ScienceKangwon National UniversitySamcheok-si 25949Gangwon-doSouth Korea

BACKGROUND Neglect can be divided into two types using apple cancellation test(apple test):Egocentric neglect(EN)and allocentric neglect(AN).However,in South Korea,apple test results and decision criteria are still largely dependent on tests by foreign *** To establish a new South Korea standard and improve the accuracy of neglect assessment,the apple experiment was standardized in this *** This study was conducted on 223 healthy subjects for a total of 7 mo from August 2021 to February *** was carried out using the original apple test developed by Bickerton in *** scoring for the apple test,total omission error refers to the number of missed targets(full apple)in the entire test sheet(left,middle,and right area).The score for EN is the difference between the correct number of right area and the correct number of left area(excluding the middle area).For AN,the score is difference between the number of left opening apples and number of right opening apples(including the middle area).Linear regression analysis was used for standardization using the general characteristics of subjects and the results of the apple *** The cut-off score,which is the standard value indicating the pathological condition by combining the results of all subjects,is as follows:Total omission error(5),error for EN(2),and error for AN(2).Also,differences in cut-off score according to age were *** This study will be helpful in facilitating a more accurate differential diagnosis of neglect.

关键词： Apple cancellation test Egocentric neglect Allocentric neglect Brain injury Standardization

Comb-mode resolved spectral domain interferometer enabled by a broadband electro-optic frequency comb

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Photonics Research 2023年第1期11卷 72-80页

作者： YOON-SOO jang JUNGJAE PARK JONGHAN jiN Length Group Korea Research Institute of Standards and ScienceDaejeon 34113Republic of Korea Major of Precision Measurement University of Science and TechnologyDaejeon 34113Republic of Korea

The spectral domain interferometer(SDI)has been widely used in dimensional *** on the nature of the SDI,both wider spectral bandwidth and narrower linewidth of the light source are paradoxically required to achieve better resolution and longer measurable *** this perspective,a broadband frequency comb with a repetition rate high enough to be spectrally resolved can be an ideal light source for *** this paper,we propose and implement a broadband electro-optic frequency comb to realize a comb-mode resolved *** proposed electro-optic frequency comb was designed with an optically recirculating loop to provide a broadband spectrum,which has a repetition rate of 17.5 GHz and a spectral range of 35 *** a preliminary test,we demonstrated absolute distance measurements with sub-100 nm *** of these advantages,we believe this electro-optic frequency comb can open up new possibilities for SDIs.

关键词： interferometer resolved spectral

Role of milk carbohydrates in intestinal health of nursery pigs: a review

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Journal of Animal Science and Biotechnology 2022年第3期13卷 628-641页

作者： Ki Beom jang Sung Woo Kim Department of Animal Science North Carolina State UniversityRaleighNC 27695USA

Intestinal health is essential for the resistance to enteric diseases and for nutrient digestion and absorption to support *** intestine of nursery pigs are immature and vulnerable to external challenges,which cause negative impacts on the structure and function of the *** nutritional interventions,the benefits of milk are significant for the intestinal health of *** coproducts have traditionally been used in starter feeds to improve the growth of nursery pigs,but their use is somewhat limited due to the high costs and potential risks of excessive lactose on the ***,understanding a proper feeding level of milk carbohydrates is an important start of the feeding *** nursery pigs,lactose is considered a highly digestible energy source compared with plant-based starch,whereas milk oligosaccharides are considered bioactive compounds modulating intestinal immunity and ***,milk carbohydrates,mainly composed of lactose and oligosaccharides,have essential roles in the intestinal development and functions of nursery *** proper feeding levels of lactose in starter feeds could be variable by weaning age,body weight,or genetic *** of lactose and milk oligosaccharides have been broadly studied in human health and animal ***,this review focuses on the mechanisms of lactose and milk oligosaccharides affecting intestinal maturation and functions through modulation of enterocyte proliferation,intestinal immunity,and intestinal microbiota of nursery pigs.

关键词： Intestinal health Lactose Milk carbohydrates Milk oligosaccharides Nursery pig

Flexible micro-LED display and its application in Gbps multi-channel visible light communication

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npj Flexible Electronics 2022年第1期6卷 973-979页

作者： Luhing Hu Jaeyong Choi Sumin Hwangbo Do-Hoon Kwon Bongkyun jang Seunghyeon ji Jae-Hyun Kim Sang-Kook Han Jong-Hyun Ahn School of Electrical and Electronic Engineering Yonsei UniversitySeoul 03722Republic of Korea Department of Nanomechanics Nano-Convergence Mechanical Systems Research DivisionKorea Institute of Machinery&Materials(KIMM)156 Gajeongbuk-roYuseong-guDaejeon 34103Republic of Korea

A flexible full-color micro-LED display with high mechanical robustness was fabricated by printing quantum dots(QDs)on a blue micro-LED array using standard *** red and green colors yielded from QDs exhibit a better color gamut than conventional color *** light conversion efficiency was enhanced by adding TiO2 nanoparticles to the QD-photoresist *** full-color micro-LED display was successfully mounted on various unusual substrates such as curved glass,fabrics,and human skin,enabling diverse optoelectronic *** addition,wireless multi-channel visible light communication(VLC)based on the wavelength-division-multiplexing orthogonal-frequency-division-multiplexing(WDM-OFDM)technique was demonstrated using a QD-based color micro-LED panel.A high data transmission rate of 1.9 Gbps was successfully obtained owing to the high electrical-optical modulation bandwidth of the QD-based micro-LED panel.

关键词： communication Gbps visible

Engineering Geometric Electrodes for Electric Field-Enhanced High-Performance Flexible In-Plane Micro-Supercapacitors

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Energy & Environmental Materials 2023年第4期6卷 114-120页

作者： jihong Kim Sung Min Wi Jong-Guk Ahn Sangjun Son Hee Young Lim Yeonsu Park Hye ji Eun Jong Bae Park Hyunseob Lim Sangyeon Pak A-Rang jang Young-Woo Lee Department of Energy Engineering Soonchunhyang UniversityAsan 31538Korea Department of Chemistry Gwangju Institute of Science and TechnologyGwangju 61005Korea Jeonju Centre Korea Basic Science InstituteJeonju 54907Korea Prof.S.Pak School of Electronic and Electrical Engineering Hongik UniversitySeoul 04066Korea Division of Electrical Electronic and Control EngineeringKongju National UniversityCheonan 31080Korea

In plane micro-supercapacitors that are miniaturized energy storage components have attracted significant attention due to their high power densities for various ubiquitous and sustainable device systems as well as their facile integration on various flexible/wearable *** implement the micro-supercapacitors in various practical applications that can accompany solid state or gel electrolyte and flexible substrates,ions must be readily transported to electrodes for achieving high power ***,we show large enhancement in electrochemical properties of flexible,inplane micro-supercapacitor using sharp-edged interdigitated electrode design,which was simply fabricated through direct laser scribing *** sharp-edged electrodes allowed strong electric field to be induced at the corners of the electrode fingers which led to the greater accumulation of ions near the surface of electrode,significantly enhancing the energy storage performance of *** electric field-enhanced in-plane micro-supercapacitor showed the volumetric energy density of 1.52 Wh L^(−1)and the excellent cyclability with capacitive retention of 95.4%after 20000 *** further showed various practicability of our sharp-edged design in micro-supercapacitors by showing circuit applicability,mechanical stability,and air *** results present an important pathway for designing electrodes in various energy storage devices.

关键词： electric field enhancement flexible energy storage device microsupercapacitors sharp electrodes

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绚丽多彩的量子点世界

科学 2024年第1期76卷 46-49页

作者：朱国浩姜雪峰华东师范大学化学与分子工程学院上海200062

2023年诺贝尔化学奖授予美国麻省理工学院的巴旺迪、哥伦比亚大学的布鲁斯和纽约纳米晶体技术公司的叶基莫夫,以表彰他们在“量子点发现及合成”领域做出的杰出贡献。2023年10月4日,瑞典皇家科学院宣布将今年的诺贝尔化学奖授予巴旺迪(*... 详细信息

2023年诺贝尔化学奖授予美国麻省理工学院的巴旺迪、哥伦比亚大学的布鲁斯和纽约纳米晶体技术公司的叶基莫夫,以表彰他们在“量子点发现及合成”领域做出的杰出贡献。2023年10月4日,瑞典皇家科学院宣布将今年的诺贝尔化学奖授予巴旺迪(***)、布鲁斯(***)和叶基莫夫(***),以表彰他们发现和合成量子点。

关键词：诺贝尔化学奖量子点纳米晶体

Catalysts for electrochemical ammonia oxidation:Trend,challenge,and promise

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Science China Materials 2022年第12期65卷 3334-3352页

作者： Sol A Lee Mi Gyoung Lee Ho Won jang Department of Materials Science and Engineering Seoul National UniversitySeoul 08826Republic of Korea Department of Electrical and Computer Engineering University of TorontoToronto M5S 3G4OntarioCanada Advanced Institute of Convergence Technology Seoul National UniversitySuwon 16229Republic of Korea

Developing sustainable and clean energy technology is critial to address the current energy and environmental *** an energy carrier,hydrogen has been getting attention due to its abundance,high energy density,and zero carbon *** to the difficulty of hydrogen storage and transport,the electro-oxidation of ammonia shows great potential for renewable energy since it satisfies both energy supply and environmental protection as a carbon-free fuel with high hydrogen ***,ammonia electro-oxidation is a sluggish reaction and shows low *** the complicated mechanism and intermediates is conducive to developing efficient electrocatalysts with high catalytic activity and *** review begins with the ammonia oxidation technologies and their *** two typical mechanisms for ammonia electro-oxidation,Oswin-Salomon mechanism and Gerischer-Mauerer mechanism,are discussed,and attention to the poisoning species is ***,the electrocatalysts for ammonia reaction are classified into Pt-based catalysts and non-noble metal-based catalysts,and their performances are reviewed with various *** on the progress on the electrochemical ammonia oxidation catalysts,the challenges and future insight on ammonia oxidation reaction are discussed and proposed.

关键词： NH3 oxidation reaction electrocatalysts green hydrogen

Expression of a High Mobility Group Protein Isolated from Cucumis sativus Affects the Germination of Arabidopsis thaliana under Abiotic Stress Conditions

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Journal of Integrative Plant Biology 2008年第5期50卷 593-600页

作者： ji Young jang Kyung jin Kwak hunseung Kang Department of Plant Biotechnology Agricultural Plant Stress Research Center and Biotechnology Research InstituteCollege of Agriculture and Life SciencesChonnam National UniversityGwangju 500-757Korea

Although high mobility group B （HMGB） proteins have been identified from a variety of plant species, their importance and functional roles in plant responses to changing environmental conditions are largely unknown. Here, we investigated the functional roles of a CsHMGB isolated from cucumber （Cucumis sativus L.） in plant responses to environmental stimuli. Under normal growth conditions or when subjected to cold stress, no differences in plant growth were found between the wild-type and transgenic Arabidopsis thaliana overexpressing CsHMGB. By contrast, the transgenic Arabidopsis plants displayed retarded germination compared with the wild-type plants when grown under high salt or dehydration stress conditions. Germination of the transgenic plants was delayed by the addition of abscisic acid （ABA）, implying that CsHMGB affects germination through an ABA-dependent way. The expression of CsHMGB had affected only the germination stage, and CsHMGB did not affect the seedling growth of the transgenic plants under the stress conditions. The transcript levels of several germination-responsive genes were modulated by the expression of CsHMGB in Arabidopsis. Taken together, these results suggest that ectopic expression of a CsHMGB in Arabidopsis modulates the expression of several germinationresponsive genes, and thereby affects the germination of Arabidopsis plants under different stress conditions.

关键词： abiotic stress cucumber Cucumis sativus high mobility group protein transgenic Arabidopsis plant.