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| 1 | RNN-Based Demand Awareness in Smart Library Using CRFID显示文摘To provide more intelligence service in the smart library, we need to better perceive the reader’s preferences. In addition to perceiving online records based on readers’ search history and borrowing records, advanced information technologies give us more chance to perceive the behavior of readers in the actual reading process and further discover the need for reading. In this paper, we use CRFID and RNN deep learning network to recognize book motions in the reading process, so as to judge readers’ need degree for the book, which can provide a basis for library book purchases and readers personalized service. In order to improve the recognition accuracy, we use the RSS as well as acceleration magnitude gathered from CRFID as the input data for RNN, and design a new encoding scheme. We trained and tested the deep learning network using real-world data, recorded during actual reading in our lab environment which mimics a typical reading room, from the experimental results, we conclude that our approach is feasible to recognize different reading phase to perceiving the needs of the readers. | Ruiqin Bai Jumin Zhao Dengao Li Xiaoyu Lv Qiang Wang Biaokai Zhu | 2020 | China Communications2020，17，5： | 7 |
| 2 | Dark matter direct search sensitivity of the PandaX-4T experiment显示文摘The Panda X-4T experiment, a 4-ton scale dark matter direct detection experiment, is being planned at the China Jinping Underground Laboratory. In this paper we present a simulation study of the expected background in this experiment. In a 2.8-ton fiducial mass and the signal region between 1-10 keV electron equivalent energy, the total electron recoil background is found to be 4.9 × 10^(-5) kg^(-1) d^(-1) keV^(-1). The nuclear recoil background in the same region is 2.8 × 10^(-7) kg^(-1) d^(-1) keV^(-1). With an exposure of 5.6 ton-years, the sensitivity of Panda X-4 T could reach a minimum spin-independent dark matter-nucleon cross section of 6 × 10^(-48) cm^2 at a dark matter mass of 40 Ge V/c^2. | HongGuang Zhang Abdusalam Abdukerim Wei Chen Xun Chen YunHua Chen XiangYi Cui BinBin Dong DeQing Fang ChangBo Fu Karl Giboni Franco Giuliani LinHui Gu XuYuan Guo ZhiFan Guo Ke Han ChangDa He ShengMing He Di Huang XingTao Huang Zhou Huang Peng Ji XiangDong Ji YongLin Ju ShaoLi Li Yao Li Heng Lin HuaXuan Liu JiangLai Liu YuGang Ma YaJun Mao KaiXiang Ni JinHua Ning XiangXiang Ren Fang Shi AnDi Tan AnQing Wang Cheng Wang HongWei Wang Meng Wang QiuHong Wang SiGuang Wang XiuLi Wang XuMing Wang Zhou Wang MengMeng Wu ShiYong Wu JingKai Xia MengJiao Xiao PengWei Xie BinBin Yan JiJun Yang Yong Yang ChunXu Yu JuMin Yuan JianFeng Yue Dan Zhang Tao Zhang Li Zhao QiBin Zheng JiFang Zhou Ning Zhou XiaoPeng Zhou | 2019 | Science China(Physics,Mechanics & Astronomy)2019，62，3： | 6 |
| 3 | SERS detection of arsenic in water:A review显示文摘Arsenic(As) is one of the most toxic contaminants found in the environment. Development of novel detection methods for As species in water with the potential for field use has been an urgent need in recent years. In past decades, surface-enhanced Raman scattering(SERS)has gained a reputation as one of the most sensitive spectroscopic methods for chemical and biomolecular sensing. The SERS technique has emerged as an extremely promising solution for in-situ detection of arsenic species in the field, particularly when coupled with portable/handheld Raman spectrometers. In this article, the recent advances in SERS analysis of arsenic species in water media are reviewed, and the potential of this technique for fast screening and field testing of arsenic-contaminated environmental water samples is discussed. The problems that remain in the field are also discussed and an outlook for the future is featured at the end of the article. | Jumin Hao Mei-Juan Han Songman Han Xiaoguang Meng Tsan-Liang Su Qingwu K.Wang | 2015 | Journal of Environmental Sciences2015，27，10： | 4 |
| 4 | Recent advances in SERS detection of perchlorate显示文摘 | Jumin Hao Xiaoguang Meng | 2017 | Frontiers of Chemical Science and Engineering2017，11，3： | 4 |
| 5 | An Improved Space-Time Joint Anti-jamming Algorithm Based on Variable Step LMS显示文摘In wireless communication,the space-time anti-jamming method is widely applied because it shows better performance than the pure airspace and pure temporal anti-jamming methods.However,its application is limited by its computational complexity,and it cannot suppress narrowband interference that is in the same direction as the navigation signal.To solve these problems,we propose improved frequency filter to filter the narrowband interference from the desired signal direction in advance,meanwhile,an improved variable step Least Mean Square(LMS) method is proposed to complete the space-time array weights with fast iteration,thereby reducing computational complexity.The simulation results show that,compared with conventional methods,the anti-jamming capability of the proposed algorithm is significantly enhanced; and its complexity is significantly reduced. | Dengao Li Jinqiang Liu Jumin Zhao Gang Wu Xiaofang Zhao | 2017 | Tsinghua Science and Technology2017，22，5： | 2 |
| 6 | Effects of subsoiling on working quality and total power consumption of high stubble straw returning machine显示文摘Straw returning into field is a direct and effective measure to reduce the straw burning and improve the soil organic matter content.Straw returning directly to field needs higher performance machines,especially under the condition of large amount of straw in the field is more difficult.Therefore,the model of conservation tillage by combination of subsoiling and straw returning was studied.Experiments on combined tillage machine for effect of subsoiling on working quality and total power consumption for high stubble straw returning were carried out.The high stubble rape field was used as the test field;forward speed and PTO speed of tractor were taken as the test factors.Straw coverage rate and straw proportion of the lower half burying layer were taken as the test indexes of the working quality.Subsoiling and rotary burying(SRB)returning operation was used as experimental group and direct rotary burying(DRB)returning operation was the control group.The results showed that under different working conditions,the mean value of straw coverage rate of SRB was 93.0%,straw proportion of the lower half burying layer was 52.8%,these values were better than DRB.The straw proportion of the lower half burying layer of SRB compared with DRB increased by 10.5%.Two factors all had a significant effect on it under the SRB and DRB conditions.Subsoiling could significantly reduce the PTO torque.Under low speed,the total power consumption of SRB was slightly smaller,while under high speed,the total power consumption of DRB was slightly smaller.Under the SRB and DRB conditions,two factors both had a significant effect on total power consumption.The optimal working combination(working quality as the primary index)was 1.5 km/h of forward speed and 720 r/min of PTO speed.Under this condition,the straw coverage rate was 94.1%,the straw proportion of the lower half burying layer was 59.0%,and the total power consumption was 35.62 kW.The research confirmed that subsoiling is beneficial to the working quality and total power consumption of high stubble straw returning machine.It could meet the working requirements,and provide a reference for optimizing straw returning machine and improving working quality. | Hua Zhou Jumin Zhang Junfang Xia H.M.Tahir Yinghao Zhu Chunling Zhang | 2019 | International Journal of Agricultural and Biological Engineering2019，12，4： | 2 |
| 7 | The effect of negative online consumer reviews on product attitude: An information processing view显示文摘 | Jumin Lee Do-Hyung Park Ingoo Han | 2007 | Electronic Commerce Research and Applications2007，，3： | 2 |
| 8 | Author correction to‘Herbal formula BaWeiBaiDuSan alleviates polymicrobial sepsisinduced liver injury via increasing the gut microbiota Lactobacillus johnsonii and regulating macrophage anti-inflammatory activity in mice'[Acta Pharmaceutica Sinica B 13(2023)1164-1179]显示文摘The authors regret that there were some picture errors in Fig.7C and Supporting Information Fig.S10B owing to the negligence of the picture typesetting and careless mistakes.In Fig.7C,the H&E picture of PBS+Lipo+CLP group was the inverted picture of CLP group in Fig.5G.In Fig.7C,the H&E picture of Clo-Lipo+CLP group was zoom-in picture of L johnsoni+CLP group in Fig.8F.In Fig.SI0B,the H&E picture of ileum in CLP group was zoom-in picture of Anti-IL-10R+CLP group in Fig.S11C.The authors revise the H&E picture of liver in PBS+Lipo+CLP group and the H&E picture of liver in Clo-Lipo+CLP group in Fig.7C.Also,the H&E picture of ileum in CLP group of Fig.S10B have been revised.The correct figures are presented as below. | Xiaoqing Fan Chutian Mai Ling Zuo Jumin Huang Chun Xie Zebo Jiang Runze Li Xiaojun Yao Xingxing Fan Qibiao Wu Peiyu Yan Liang Liu Jianxin Chen Ying Xie Elaine Lai-Han Leung | 2023 | Acta Pharmaceutica Sinica B2023，13，8： | 2 |
| 9 | Optimal Data Transmission in Backscatter Communication for Passive Sensing Systems显示文摘Computational Radio Frequency IDentification (CRFID) is a device that integrates passive sensing and computing applications,which is powered by electromagnetic waves and read by the off-the-shelf Ultra High Frequency Radio Frequency IDentification (UHF RFID) readers.Traditional RFID only identifies the ID of the tag,and CRFID is different from traditional RFID.CRFID needs to transmit a large amount of sensing and computing data in the mobile sensing scene.However,the current Electronic Product Code,Class-1 Generation-2 (EPC C1G2)protocol mainly aims at the transmission of multi-tag and minor data.When a large amount of data need to be fed back,a more reliable communication mechanism must be used to ensure the efficiency of data exchange.The main strategy of this paper is to adjust the data frame length of the CRFID response dynamically to improve the efficiency and reliability of CRFID backscattering communication according to energy acquisition and channel complexity.This is done by constructing a dynamic data frame length model and optimizing the command set of the interface protocol.Then,according to the actual situation of the uplink,a dynamic data validation method is designed,which reduces the data transmission delay and the probability of retransmitting,and improves the throughput.The simulation results show that the proposed scheme is superior to the existing methods.Under different energy harvesting and channel conditions,the dynamic data frame length and verification method can approach the theoretical optimum. | Jumin Zhao Ji Li Dengao Li Haizhu Yang | 2020 | Tsinghua Science and Technology2020，25，5： | 2 |
| 10 | Effects of blade sliding cutting angle and stem level on cutting energy of rice stems显示文摘Previous studies highlighted the significance of optimizing the cutting blade for crop harvesting and size reduction.This study investigated the effect of blade sliding cutting angle and stem level on cutting energy of single rice stem using a cutting apparatus that combined with texture analyzer.The cutting energy was determined for four blade angles.The results showed that the average cutting energy was the highest for cutting stem upper level and the lowest for cutting stem lower level.It was found that the peak cutting force per unit stem area decreased with blade sliding cutting angle increased.However,the least average cutting energy was 9.12 J/mm^(2) of 45°sliding angle when cutting without counter support blade and 32.3%less than that of 60°sliding angle.When cutting with counter support blade,the cutting energy per unit stem area varied from 6.57 to 12.54 J/mm 2 as the sliding angle varied from 0°to 60°,whereas the peak cutting force per unit stem area varied from 2.46 to 0.98 N/mm 2.It was concluded that the optimal sliding cutting angle was 45°without support blade and 30°with support blade,respectively.The experiments on rice stems in this study indicated that optimization of sliding cutting angle and stem level have a significant effect on cutting energy savings.Also this study emphasized the need to further investigate the effect of the case of more moisture content and cutting speed on the cutting energy to help in selection of optimum cutting speed and harvesting time. | Chunling Zhang Liqing Chen Junfang Xia Jumin Zhang | 2019 | International Journal of Agricultural and Biological Engineering2019，12，6： | 2 |
| 11 | In vitro flowering of Foutunella hindsii显示文摘 | JUMIN H B NITO N | 1996 | Plant Cell Reports1996，15，： | 1 |
| 12 | Mineralogical and compositional characteristics of Late Permian coals from an area of high lung cancer rate in Xuan Wei, Yunnan, China: Occurrence and origin of quartz and chamosite显示文摘 | Shifeng Dai Linwei Tian Chen-Lin Chou Yiping Zhou Mingquan Zhang Lei Zhao Jumin Wang Zong Yang Hongzhi Cao Deyi Ren | 2008 | International Journal of Coal Geology2008，，4： | 1 |
| 13 | Hybrid genetic algorithms and support vector machines for bankruptcy prediction 显示文摘 | Min Sung-Hwan Lee Jumin Han Ingoo | 2006 | Expert Systems with Applications2006，31，： | 1 |
| 14 | The effect of on - line consumer reviews on consumer purchasing in-tention: the moderating role of involvement 显示文摘 | Do - Hyung Park Jumin Lee Ingoo Han | 2007 | Interna- tional Journal of Electronic Commerce2007，11，4： | 1 |
| 15 | The effect of negative online consumer reviews on product attitude:An information processing view 显示文摘 | PARK LEE JUMIN DO-HYUNG HAN INGOO | 2008 | Electronic Commerce Re- search and Applications2008，7，3： | 1 |
| 16 | The effect of online consumer reviews on consumer purchasing intention: The moderating role of involvement 显示文摘 | PARK Dohyung LEE Jumin HAN Ingoo | 2007 | Int J Electron Commer2007，11，4： | 1 |
| 17 | Hybrid genetic algorithms and support vector machines for bankruptcy prediction显示文摘 | Min Sung-Hwan Lee Jumin Han Ingoo | | 0，，03： | 1 |
| 18 | Field Performance of transgenic elite commercial hybrid rice expressing Bacillus thuringiensis δ -endotoxin显示文摘 | Jumin Tu GuoanZhang Karabi Datta | 2000 | Nature Biotechnology2000，18，： | 1 |
| 19 | Research Progress of Anti-tumor Active Ingredients in Dandelion显示文摘As a traditional Chinese herb,dandelion,containing complicated active ingredients which includes polysaccharide,flavonoid,terpene,pigment,phytosterol,coumarin,organic acid and etc,plays significant roles in various physiological activities in organisms.The active ingredients generally interfere in signal transduction of cancer cells,regulate cell cycle and apoptotic protein expression,inhibit cancer cells proliferation and migration and etc,which effectively restrains tumor development and deterioration.This article summarizes the anti-tumor mechanism of five active ingredients in dandelion through paper reading which provides thoughts and references for anti-tumor research. | Jumin Xie Yudi Huang Qingzhi Wang | 2020 | Journal of Oncology Research2020，2，2： | 1 |
| 20 | Mineralogy and geochemistry of Late Permian coals from the Taoshuping Mine, Yunnan Province, China: Evidences for the sources of minerals显示文摘 | Xibo Wang Shifeng Dai Chen-lin Chou Mingquan Zhang Jumin Wang Xiaolin Song Wei Wang Yaofa Jiang Yiping Zhou Deyi Ren | 2012 | International Journal of Coal Geology2012，，： | 1 |
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