Journal of Advanced Research in Applied Sciences and Engineering Technology最新文献_第2页

Classification of Breast Cancer Subtypes using Microarray RNA Expression Data 利用芯片 RNA 表达数据对乳腺癌亚型进行分类

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.7585

Muhammad Shazwan Suhiman, Sayang Mohd Deni, Ahmad Zia Ul-Saufie Mohamad Japeri, Aszila Asmat, Lirong Wang

{"title":"Classification of Breast Cancer Subtypes using Microarray RNA Expression Data","authors":"Muhammad Shazwan Suhiman, Sayang Mohd Deni, Ahmad Zia Ul-Saufie Mohamad Japeri, Aszila Asmat, Lirong Wang","doi":"10.37934/araset.46.1.7585","DOIUrl":"https://doi.org/10.37934/araset.46.1.7585","url":null,"abstract":"Breast cancer is a heterogeneous disease that involves molecular alteration, cellular alterations, and clinical outcome for which the classification of Breast cancer remains a challenge to diagnose. Current practice uses immunohistochemistry markers and clinical variables to classify Breast cancer, but this approach has limitations due to the inclusion of other tumour subtypes and healthy individuals. Machine learning approaches based on mRNA expression data offer new possibilities for researchers to investigate the potential of molecular biomarkers as one of the diagnostic characteristics. The purpose of this study is to evaluate features (genes) rank through feature selection method for Breast cancer diagnostic test. Three feature selection methods of IG, relief and mRMR were applied and subsets of top 100, 50, 25, 10, 5 and 3 were created. Each subset was tested with SVM, LR and RF classifiers and its performance was assessed using confusion matrix. The result of this study found that the feature selection of IG, reliefF and mRMR was able to achieve highest accuracy with SVM, LR and RF classifier. mRMR with RF classifier achieved highest accuracy with the least number of top rank genes with 25 genes. Hybrid feature selection approached (mRMR + SVM) improved accuracy of top 3 highest rank genes using SVM, LR and RF classifier. Future work should aim to use other feature selection methods and classifiers to explore the classification accuracy with the least features subset in multiclass cancer dataset.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"12 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Visualizing Anthocyanins: Colorimertic Analysis of Blue Maize 花青素可视化：蓝色玉米的色度分析

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.201217

Nur Fatihah Azmi, Luthffi Idzhar Ismail, Roshahliza M. Ramli, Mushthofa Mushthofa, Medria Kusuma Dewi Hardhienata

{"title":"Visualizing Anthocyanins: Colorimertic Analysis of Blue Maize","authors":"Nur Fatihah Azmi, Luthffi Idzhar Ismail, Roshahliza M. Ramli, Mushthofa Mushthofa, Medria Kusuma Dewi Hardhienata","doi":"10.37934/araset.46.1.201217","DOIUrl":"https://doi.org/10.37934/araset.46.1.201217","url":null,"abstract":"Anthocyanin, vibrant pigments found in a wide range of plants, including maize, contribute to the red, blue, and purple hues observed in fruits, vegetables, and grains. The inherent color variations in maize, including natural shades of purple, red, blue, and even rainbow colors, pose a significant challenge in accurately assessing maize maturity. This study recognizes the importance of visualizing the distinct blue purplish anthocyanin coloration to determine the optimal harvest time for blue maize, particularly among small-scale producers. To address this crucial need, this research project presents the development of the MaizeMeter, an advanced colorimeter specifically designed to analyze maize color based on anthocyanin pigmentation. Leveraging the power of Internet of Things (IoT) implementation, the MaizeMeter provides real-time monitoring and interpretation of anthocyanin color values. The proposed methodology encompasses the calibration of the color sensor and the prototyping of the MaizeMeter, culminating in the establishment of a comprehensive database of anthocyanin color profiles in blue maize. The generated anthocyanin color database by the MaizeMeter will serve as a vital tool for small-scale farmers and researchers, enabling more efficient and accurate assessment of maize maturity in the future.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"8 37","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141267960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

High Gain Defected Slots 3D Antenna Structure for Millimeter Applications 用于毫米波应用的高增益缺陷槽三维天线结构

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.136145

Arkan Mousa Majeed, Fatma Taher, Taha A. Elwi, Zaid A. Abdul Hassain, Sherif K. El-Diasty, Mohamed Fathy Abo Sree, Sara Yehia Abdel Fatah

引用次数: 1

Data Collection and Data Management Approach for Developing a Driving Cycle: A Review 开发驾驶循环的数据收集和数据管理方法：回顾

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.3949

Nurru Anida Ibrahim, Arunkumar Subramaniam, Siti Norbakyah Jabar, Salisa Abdul Rahman

{"title":"Data Collection and Data Management Approach for Developing a Driving Cycle: A Review","authors":"Nurru Anida Ibrahim, Arunkumar Subramaniam, Siti Norbakyah Jabar, Salisa Abdul Rahman","doi":"10.37934/araset.46.1.3949","DOIUrl":"https://doi.org/10.37934/araset.46.1.3949","url":null,"abstract":"Driving cycles were first proposed and developed for standard emission measurements used by legislative bodies to approve newly developed vehicles. There are many driving cycles that have been developed over the past few years. Most of the research on driving cycles is based on the condition of the vehicle in a specific location, such as the United States FTP75, European ECE 15, Japan 10115, and others. A driving cycle is a representative speed-time profile that reflects the typical driving pattern of a given city or region. A driving cycle consists of a sequence of vehicle operating conditions (idle, acceleration, cruise, and deceleration). The basic methodologies to construct a driving cycle are route selection, data collection, and the development of the driving cycle. However, as far as we know, detailed reviews and in-depth discussions of data collection instruments and data management are rarely present. As a result, this paper reviews and discusses the recent data collection approach, as well as providing a thorough analysis of the mechanisms that they employ. Furthermore, the disadvantages and advantages of the reviewed mechanisms have also been discussed.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"67 21","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141268497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Contextual Knowledge Framework in CAD Education from the Perspectives of Practicing Engineers 从实用工程师的角度看 CAD 教育中的情境知识框架

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.6374

Mohd Fahmi Adnan, Mohd Fadzil Daud, Muhammad Sukri Saud, Azhar Rauf

{"title":"Contextual Knowledge Framework in CAD Education from the Perspectives of Practicing Engineers","authors":"Mohd Fahmi Adnan, Mohd Fadzil Daud, Muhammad Sukri Saud, Azhar Rauf","doi":"10.37934/araset.46.1.6374","DOIUrl":"https://doi.org/10.37934/araset.46.1.6374","url":null,"abstract":"The contemporary industry landscape requires engineering graduates to have expertise in utilizing advanced Computer-Aided Design (CAD) tools. However, prevailing practices reveal a lack of contextual knowledge among Mechanical Engineering undergraduates and fresh graduate engineers in effectively employing 3D CAD modelling software for optimal product design development. Consequently, this study was undertaken to address this issue, with a specific focus on the integration of contextual knowledge into 3D CAD modelling. The study aims to elucidate the fundamental elements of contextual knowledge regularly employed by practicing engineers in their daily design endeavours, specifically in 3D CAD modelling. A transcendental phenomenology approach was used, and four engineers from the engineering department of a shipbuilding company in Peninsular Malaysia were purposefully selected as respondents. The analysis yielded three recurring themes central to the application of contextual knowledge in visualizing and presenting models through 3D CAD modelling: Realization, Design Intention, and Normalization. These elements are pivotal in assisting engineers in contextualizing their design work during the modelling and presentation stages of the new product development process.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"10 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Efficiency Analysis of a Passive Daylighting System Based on Northern Malaysia’s Climate 基于马来西亚北部气候的被动式日光照明系统效率分析

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.107117

Mohd Sani Mohamad Hashim, Muhammad Amin Zulkifli Din, Abdul Halim Ismail, Mohd Hafif Basha, Nasrul Amri Mohd Amin, Ng Yi Fei, Muhamad Safwan Muhamad Azmi, Siti Marhainis Othman, Nur Saifullah Kamarrudin

{"title":"Efficiency Analysis of a Passive Daylighting System Based on Northern Malaysia’s Climate","authors":"Mohd Sani Mohamad Hashim, Muhammad Amin Zulkifli Din, Abdul Halim Ismail, Mohd Hafif Basha, Nasrul Amri Mohd Amin, Ng Yi Fei, Muhamad Safwan Muhamad Azmi, Siti Marhainis Othman, Nur Saifullah Kamarrudin","doi":"10.37934/araset.46.1.107117","DOIUrl":"https://doi.org/10.37934/araset.46.1.107117","url":null,"abstract":"Daylighting design strategy is important in order to have adequate lighting source in a room and necessary to decrease energy consumption for artificial lighting. Passive daylighting system utilizes daylight by collecting, reflecting and diffusing the natural light throughout a given area. The purpose for this study is to monitor, compare and analyse an optimum light pipe system design that can scatter daylight into a room based on three case studies. Lighting analysis was conducted using Autodesk 3ds Max Design software throughout the project based on the actual geographical parameters of Universiti Malaysia Perlis, Malaysia and also using the real sun azimuth on working hours. The results were compared according to the respective designs in order to observe the maximum internal illuminance and the average internal illuminance. The results show that the straight geometry with low aspect ratio produces the highest interior light intensity among other light pipe systems and the average internal illuminance values in the room was able to reach the minimum requirement of a small room which is 200 – 500 lux.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"12 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Comparison of Fuzzy Regression Approaches with and without Clustering Method in Predicting Manufacturing Income 有无聚类方法的模糊回归法在预测制造业收入方面的比较

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.218236

Nurfarawahida Ramly, Mohd Saifullah Rusiman, Efendi Nasibov, Resmiye Nasiboglu, Suparman

{"title":"The Comparison of Fuzzy Regression Approaches with and without Clustering Method in Predicting Manufacturing Income","authors":"Nurfarawahida Ramly, Mohd Saifullah Rusiman, Efendi Nasibov, Resmiye Nasiboglu, Suparman","doi":"10.37934/araset.46.1.218236","DOIUrl":"https://doi.org/10.37934/araset.46.1.218236","url":null,"abstract":"In the manufacturing area, predicting future income is more important to keep maintain their industry profits. In addition to this, most of the manufacturing company having a bit problem in predicting their manufacturing income, especially in terms of data and method used. Hence, this paper proposed another improvise method of fuzzy regression approach with and without clustering method for uses of predicting manufacturing income. Then, one of the widely uses of statistical analysis are fuzzy regression approach such as fuzzy linear regression (FLR) and fuzzy least squares regression (FLSR). Furthermore, clustering is one of the most common methods for grouping data based on its similarity. Apart from this, fuzzy c-means (FCM) recognised as the best clustering method. This study's model was evaluated by three measurements errors: root mean square error (RMSE), mean absolute error (MAE), and mean absolute percentage error (MAPE). Based on numerical calculations, it was determined that the proposed fuzzy least square regression with fuzzy c-means clustering model is superior to others, with RMSE = 59756.78229, MAE = 2948.616554, and MAPE = 13.34916083. Therefore, this model indicates as the robust method and suitable use for prediction analysis, especially in handling uncertain and imprecise data.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"7 45","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimising Layout of a Left-Turn Bypass Intersection under Mixed Traffic Flow using Simulation: A Case Study in Pulau Pinang, Malaysia 利用仿真优化混合交通流下左转绕行交叉口的布局：马来西亚普劳槟榔屿案例研究

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.5062

Amirah Rahman, Hongtao Zhu, Noor Saifurina Nana Khurizan, Mohd Halim Mohd Noor

{"title":"Optimising Layout of a Left-Turn Bypass Intersection under Mixed Traffic Flow using Simulation: A Case Study in Pulau Pinang, Malaysia","authors":"Amirah Rahman, Hongtao Zhu, Noor Saifurina Nana Khurizan, Mohd Halim Mohd Noor","doi":"10.37934/araset.46.1.5062","DOIUrl":"https://doi.org/10.37934/araset.46.1.5062","url":null,"abstract":"Various unconventional arterial intersection designs (UAIDs) have been proposed as novel approaches to alleviate congestion at signalised intersections. However, little research has focused on the UAIDs under mixed traffic flow. In Malaysia, a type of unconventional arterial intersection, i.e., the left-turn bypass intersection, is very common. Hence, an alternative two-lane left-turn bypass intersection layout is proposed and compared with two other layouts under mixed traffic flow. An existing intersection in Pulau Pinang, Malaysia is selected as the location of our case study. To compare the three layouts, the state-of-the-art traffic micro-simulation software SUMO is used to model, analyse and estimate operational performances of the studied intersection layouts. To make simulation results more reliable, the simulation model is validated using the GEH empirical test. The performance indicators delay, travel time, speed, and number of stops are used to evaluate the three layouts for low, medium and high traffic volumes. The simulation results show that the left-turn bypass intersection outperforms the intersection without any bypasses, and the proposed intersection performance is better than the two other considered intersections. More specifically, the average delay of the proposed intersection is lower by 2.54s and 4.4s compared to the two other considered intersections in high traffic volume, respectively. Thus, this proposed intersection could be used in urban cities with traffic demand and congestion issues similar to those in this study.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141265860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Selection of the Best Students’ Leader in UPNM using Analytic Hierarchy Process Method 使用层次分析法评选 UPNM 的最佳学生干部

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-06-04 DOI: 10.37934/araset.46.1.2838

Muhamad Danial Haikal Muhd Zamzuri, Fazilatulaili Ali, Ruzanna Mat Jusoh, Mohd Fahmi Mohamad Amran, Dilum Dissanayake

{"title":"Selection of the Best Students’ Leader in UPNM using Analytic Hierarchy Process Method","authors":"Muhamad Danial Haikal Muhd Zamzuri, Fazilatulaili Ali, Ruzanna Mat Jusoh, Mohd Fahmi Mohamad Amran, Dilum Dissanayake","doi":"10.37934/araset.46.1.2838","DOIUrl":"https://doi.org/10.37934/araset.46.1.2838","url":null,"abstract":"As university students, it is crucial for them to understand the process of selecting the most suitable student leader based on the current criteria. This research aims to gather input from the high committee of the student club, providing a set of guidelines for students to identify the appropriate criteria for selecting a fitting leader within the university. Additionally, this study serves to motivate aspiring candidates who wish to take up leadership roles, inspiring them to refine the criteria identified through the study. At Universiti Pertahanan Nasional Malaysia (UPNM), there exist several clubs that function as representatives of student leadership. Each club has shown their own trend leadership criteria in accordance with students’ obsecration. Employing the Analytic Hierarchy Process (AHP) methodology, this research aimed to establish a ranking of the top student clubs at UPNM. The outcomes can serve as a point of reference for managing the selection by Student Council Representatives (SRC) and simplifying student decision-making. The study encompasses crucial criteria distilled from the questionnaire, with communication, creativity, commitment, and teamwork emerging as the four paramount factors. The method commonly uses a multiple-choice question (MCQ) to select which criteria are most relevant then rank the criteria by using the AHP method. This study involves the high committee of the 5 clubs in UPNM as an expert to compare 3 of the selected clubs as an alternative with 60% of the respondents were male, and 40% were females. The result shows that communication (0.52) is the highest criteria followed by teamwork, commitment and creative with 0.26, 0.14 and 0.08 weightage respectively. Hence, this also affects the alternatives with the highest is Debate Club followed by Peers Leader and MPP UPNM respectively.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Zero-One Matrix on Tudung Saji Pattern via Image Processing 通过图像处理实现土墩沙基图案的零一矩阵

Journal of Advanced Research in Applied Sciences and Engineering Technology Pub Date : 2024-05-07 DOI: 10.37934/araset.44.2.89101

Masnira Ramli, Muhammad Azrin Ahmad, Mohd Sham Mohamad

{"title":"Zero-One Matrix on Tudung Saji Pattern via Image Processing","authors":"Masnira Ramli, Muhammad Azrin Ahmad, Mohd Sham Mohamad","doi":"10.37934/araset.44.2.89101","DOIUrl":"https://doi.org/10.37934/araset.44.2.89101","url":null,"abstract":"Pattern recognition is a method for classifying or describing the quantitative measurement of features of any object, data, or source. It involves any input that depends on the context of the study, such as biometric data, sensor data, signals, images, and so on. Prior research had been conducted on tudung saji, with a particular emphasis placed on ethnographic research that was related to group theory. In order to advance the study of the relationships between tudung saji and group theory, additional analysis is undertaken to examine the pattern of tudung saji within certain finite matrix rings. This analysis involves studying the zero-one matrix that is obtained through image processing. It is important to understand the process of pattern recognition to produce the output as a classification result from the feature extraction of the input. The study focuses on the stages of image preprocessing, which include scaling, grayscale conversion, and thresholding. The binarization image is classified through feature extraction using the image of tudung saji patterns. The binarization image produces a binary value. The threshold value is calculated by using the Otsu’s Method. This method evaluates the binary value by comparing the threshold value with the grayscale value. The result assists researchers in the subsequent classification of tudung saji patterns into group theory by means of analysing the finite zero-one matrix. Hence, the classification of tudung saji patterns can be achieved by utilising finite zero-one matrices, which allows for a more comprehensive analysis of these patterns from the standpoint of group theory. In light of these considerations, a mathematical analysis is conducted on the patterns of tudung saji under the field of pattern recognition. In this analysis, the image of the tudung saji pattern serves as the input for data processing, resulting in the production of a finite zero-one matrix.","PeriodicalId":506443,"journal":{"name":"Journal of Advanced Research in Applied Sciences and Engineering Technology","volume":"11 S11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141003678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0