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International Journal of Reasoning-based Intelligent Systems最新文献

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Research on Korean translation error text detection method based on machine vision 基于机器视觉的韩语翻译错误文本检测方法研究
International Journal of Reasoning-based Intelligent Systems Pub Date : 2023-01-01 DOI: 10.1504/ijris.2023.10058890
Ziyou Zhou
{"title":"Research on Korean translation error text detection method based on machine vision","authors":"Ziyou Zhou","doi":"10.1504/ijris.2023.10058890","DOIUrl":"https://doi.org/10.1504/ijris.2023.10058890","url":null,"abstract":"","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66703101","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
A rapid recognition of athlete's human posture based on SVM decision tree 基于SVM决策树的运动员人体姿态快速识别
International Journal of Reasoning-based Intelligent Systems Pub Date : 2023-01-01 DOI: 10.1504/ijris.2023.130193
Nianhui Wang, Qingxue Li
{"title":"A rapid recognition of athlete's human posture based on SVM decision tree","authors":"Nianhui Wang, Qingxue Li","doi":"10.1504/ijris.2023.130193","DOIUrl":"https://doi.org/10.1504/ijris.2023.130193","url":null,"abstract":"In order to solve the problems of low recall rate of human posture data collection results, low recognition rate and long recognition time in traditional recognition methods, a rapid recognition method of athlete's human posture based on SVM decision tree was proposed. The Kinect sensor is used to collect the athlete's human posture data, and the mixed Gaussian background modelling method is used to segment the collected athlete's human posture image. Scale normalisation is performed on the segmented images, and a star model is used to extract the pose features of athletes' bodies. According to the characteristics of human posture, the SVM decision tree is used to classify and identify the human posture of athletes. The experimental results show that the maximum recall rate of this method is 98%, the minimum value is 93%, the recognition rate is above 97.2%, and the average recognition time is 0.62.","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135585155","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: 1
An online teaching resource recommendation algorithm based on category similarity 基于类别相似度的在线教学资源推荐算法
International Journal of Reasoning-based Intelligent Systems Pub Date : 2023-01-01 DOI: 10.1504/ijris.2023.10059842
Lingyu Chen
{"title":"An online teaching resource recommendation algorithm based on category similarity","authors":"Lingyu Chen","doi":"10.1504/ijris.2023.10059842","DOIUrl":"https://doi.org/10.1504/ijris.2023.10059842","url":null,"abstract":"","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136372119","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
Recognition method of basketball players' shooting action based on graph convolution neural network 基于图卷积神经网络的篮球运动员投篮动作识别方法
International Journal of Reasoning-based Intelligent Systems Pub Date : 2022-01-01 DOI: 10.1504/ijris.2022.10049530
Jin Xu
{"title":"Recognition method of basketball players' shooting action based on graph convolution neural network","authors":"Jin Xu","doi":"10.1504/ijris.2022.10049530","DOIUrl":"https://doi.org/10.1504/ijris.2022.10049530","url":null,"abstract":"","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"14 1","pages":"227-232"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66701728","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
Low-cost energy-efficient air quality monitoring system using sensor network 基于传感器网络的低成本节能空气质量监测系统
International Journal of Reasoning-based Intelligent Systems Pub Date : 2021-01-01 DOI: 10.1504/ijris.2021.10041239
Maja Celeska Krstevska, M. Srbinovska, Tomislav Kartalov, Vesna Andova, A. Mateska
{"title":"Low-cost energy-efficient air quality monitoring system using sensor network","authors":"Maja Celeska Krstevska, M. Srbinovska, Tomislav Kartalov, Vesna Andova, A. Mateska","doi":"10.1504/ijris.2021.10041239","DOIUrl":"https://doi.org/10.1504/ijris.2021.10041239","url":null,"abstract":"","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"96 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85733210","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
Data mining and economic forecasting in DW-based economical decision support system 基于数据仓库的经济决策支持系统的数据挖掘与经济预测
International Journal of Reasoning-based Intelligent Systems Pub Date : 2019-11-05 DOI: 10.1504/ijris.2019.10025157
Zhang Min, Q. Rui
{"title":"Data mining and economic forecasting in DW-based economical decision support system","authors":"Zhang Min, Q. Rui","doi":"10.1504/ijris.2019.10025157","DOIUrl":"https://doi.org/10.1504/ijris.2019.10025157","url":null,"abstract":"Decision demand has hierarchies for different users and decision analysis demand in various areas and fields have particularity according to different topics. Since traditional MIS is hard to meet the demand of analysis and processing of growing mass data, a novel decision support system (DSS) is urgent to be proposed for decision makers. Based on data warehouse, data mining and OLAP technology, we propose a DSS with modular design, and explain the structure and key technologies of it in this article. Our study establishes multidimensional dataset for OLAP analysis to perform slicing, dicing, drilling and rotation operation. In data mining, for the problems of large data-set such as long learning time and decreasing generalisation ability, an SVM accelerating algorithm based on boundary sample selection is put forward. The system test results demonstrate that the data mining has better prediction effects on economical forecasting. Therefore, the research has better practicability and higher accuracy, which shows certain value of popularisation and implementation.","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66701712","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
A neural-based re-ranking model for Chinese named entity recognition 一种基于神经网络的中文命名实体识别重排序模型
International Journal of Reasoning-based Intelligent Systems Pub Date : 2019-08-23 DOI: 10.1504/IJRIS.2019.10023445
Guo Jing, Han Yaxiong, Ke Yongzhen
{"title":"A neural-based re-ranking model for Chinese named entity recognition","authors":"Guo Jing, Han Yaxiong, Ke Yongzhen","doi":"10.1504/IJRIS.2019.10023445","DOIUrl":"https://doi.org/10.1504/IJRIS.2019.10023445","url":null,"abstract":"Chinese named entity recognition (CNER) is different from English named entity recognition (ENER). There is no specific delimiter in Chinese text to determine the words in a sentence. Besides, the combination of Chinese text has a strong arbitrariness. These special cases usually bring more errors to the Chinese NER (CNER). We propose a re-ranking model based on BILSTM network and without using any other auxiliary methods. Our approach uses N-best generalised label sequences that are produced by baseline model as input and feeds them into our re-ranking model for modelling the context within the generalised sequences. The optimal output sequence is obtained by comprehensively considering the result of baseline model and re-ranking model. Experimental results show that our model achieves better F1-score on Bakeoff-3 MSRA corpus than the best previous experimental results, which yields a 0.97% improvement on F1-score over our neural baseline model and a 0.22% improvement over the state-of-the-art CNER model.","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"11 1","pages":"265-272"},"PeriodicalIF":0.0,"publicationDate":"2019-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42003703","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
MGA-TSP: Modernized Genetic Algorithm for the Traveling Salesman Problem MGA-TSP:旅行商问题的现代遗传算法
International Journal of Reasoning-based Intelligent Systems Pub Date : 2019-01-01 DOI: 10.1504/IJRIS.2019.10019776
Ahmad M. Manasrah, M. A. A. Betar, M. Awadallah, K. Nahar, Mohammed M. Abu Shquier, Ra'ed M. Al Khatib, Ahmad Bany Doumi
{"title":"MGA-TSP: Modernized Genetic Algorithm for the Traveling Salesman Problem","authors":"Ahmad M. Manasrah, M. A. A. Betar, M. Awadallah, K. Nahar, Mohammed M. Abu Shquier, Ra'ed M. Al Khatib, Ahmad Bany Doumi","doi":"10.1504/IJRIS.2019.10019776","DOIUrl":"https://doi.org/10.1504/IJRIS.2019.10019776","url":null,"abstract":"This paper proposes a new enhanced algorithm called modernised genetic algorithm for solving the travelling salesman problem (MGA-TSP). Recently, the most successful evolutionary algorithm used for TSP problem, is GA algorithm. The main obstacles for GA Copyright © 2019 Inderscience Enterprises Ltd. 216 R.M. Al-Khatib et al. is building its initial population. Therefore, in this paper, three neighbourhood structures (inverse, insert, and swap) along with 2-opt is utilised to build strong initial population. Additionally, the main operators (i.e., crossover and mutation) of GA during the generation process are also enhanced for TSP. Therefore, powerful crossover operator called EAX is utilised in the proposed MGA-TSP to enhance its convergence. For validation purpose, we used TSP datasets, range from 150 to 33,810 cities. Initially, the impact of each neighbouring structure on the performance of MGA-TSP is studied. In conclusion, MGA-TSP achieved the best results. For comparative evaluation. MGA-TSP is able to outperform six comparative methods in almost all TSP instances used.","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66701699","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
Design of unsupervised facial expression animation based on geometric grid measurement 基于几何网格测量的无监督面部表情动画设计
International Journal of Reasoning-based Intelligent Systems Pub Date : 2018-06-12 DOI: 10.1504/IJRIS.2018.10013288
Niu Chunzhou, Zhu Yukai
{"title":"Design of unsupervised facial expression animation based on geometric grid measurement","authors":"Niu Chunzhou, Zhu Yukai","doi":"10.1504/IJRIS.2018.10013288","DOIUrl":"https://doi.org/10.1504/IJRIS.2018.10013288","url":null,"abstract":"Many actual application images in the real world are formed by high dimensional data in most cases, while the manifold learning algorithm can explore the nonlinear information hidden in these high dimensional data. As most of manifold learning algorithms can only be defined in training cluster, it is impossible to project the sample on the lower dimensional space. In the thesis, we introduce a kind of double manifold algorithm based on LLE and Isomap. Different from the traditional LLE algorithm, our algorithm learns two kinds of manifold information in which one group of data relates to many types and it compares two kinds of single LLE algorithm and Isomap algorithm through the setting of the appropriate nearest neighbour number K. No matter for the recognition rate or running time, it is obviously superior to the other two kinds of algorithms and it can effectively achieve the estimation of facial expression and significantly reduce the computation complexity.","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"79 1","pages":"96-101"},"PeriodicalIF":0.0,"publicationDate":"2018-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89662597","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
Factor analysis model of the result of hospitalised patients with neurosis 神经症住院患者结果的因子分析模型
International Journal of Reasoning-based Intelligent Systems Pub Date : 2018-06-12 DOI: 10.1504/IJRIS.2018.10013289
Sun Shanhui, Li Hong, L. Zhuangzhuang, Zhang Bingqiu
{"title":"Factor analysis model of the result of hospitalised patients with neurosis","authors":"Sun Shanhui, Li Hong, L. Zhuangzhuang, Zhang Bingqiu","doi":"10.1504/IJRIS.2018.10013289","DOIUrl":"https://doi.org/10.1504/IJRIS.2018.10013289","url":null,"abstract":"To study the diagnosis of hospitalised patients with neurosis and its influencing factors, this article, on the basis of the data of treating hospitalised patients with neurosis hospitalisation, empirically analyses the relationship between the treating effect and personal basic situation, personal social relations, personal original condition, and makes the corresponding regression analysis and factor analysis. The results show that the patient's social relationship and personal character are obviously related to the diagnosis of neurosis. There are obvious correlations between the original condition in the early diagnosis and patients with neurosis, so it is important to strengthen the understanding and analysis of the original condition. We should strengthen publicity and education of mental health knowledge, encourage people from all walks of life to actively participate in it and improve their awareness of neurosis, and thus to effectively reduce the bias in patients with neurosis. Untimely separatio...","PeriodicalId":38715,"journal":{"name":"International Journal of Reasoning-based Intelligent Systems","volume":"10 1","pages":"102-108"},"PeriodicalIF":0.0,"publicationDate":"2018-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66701674","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
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