International Journal of Advances in Soft Computing and its Applications最新文献

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Improving the Performance of Heat Exchanger System 提高换热器系统的性能
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-05-09 DOI: 10.36478/ijscomp.2019.77.85
R. Singla
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引用次数: 1
Pragmatic Assessment of Occurrence of Brain Cancer with Incidence Levels using Collaborative Big Data Mining Techniques 基于协同大数据挖掘技术的脑癌发病水平的实用评估
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-04-29 DOI: 10.36478/ijscomp.2019.61.67
Syed Rizwan, V. M. Kuthadi, R. Selvaraj
{"title":"Pragmatic Assessment of Occurrence of Brain Cancer with Incidence Levels using Collaborative Big Data Mining Techniques","authors":"Syed Rizwan, V. M. Kuthadi, R. Selvaraj","doi":"10.36478/ijscomp.2019.61.67","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.61.67","url":null,"abstract":": The major objective of this research is to identify the presence of brain cancer along with the incidence levels of beginning stage to advanced stage using collaborative analysis of big data and data mining techniques. The dataset collected from secondary sources had few errors and rectified using preprocessing techniques in MATLAB. Further, the testing dataset is processed with k-means algorithm to form cluster analysis and identify the presence of brain cancer in three levels of well, fair and poor levels using degree of difference between the normal and cancer cells in brain. The algorithm is modified according to the needs of the medical analysis of the current dataset. The results indicates the presence of brain cancer in various three levels under cluster values of initial stage (54%), Curable stage (38%) and incurable stage (8%), respectively. The accuracy of prediction is 93.4% and the error identification is 9.3% whereas the sensitivity and specificity accounts to 0.8 and 0.7, respectively. Hence, further analysis is conducted in tableau big data tool and the sheets with story boards are formed. This research indicates the occurrence of brain cancer is influenced by gender and age factors along with regular activities and streams. Thus, brain cancer is considered as one of the challenging prediction as the cell contains mixed patterns with variations according to gender and age of human beings.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"57 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91214047","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
Text Document Clustering using Hashing Deep Learning Method 基于哈希深度学习方法的文本文档聚类
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-04-29 DOI: 10.36478/ijscomp.2019.44.52
Nahrain A. Swidan, S. Guirguis, Omar G. Abood
{"title":"Text Document Clustering using Hashing Deep Learning Method","authors":"Nahrain A. Swidan, S. Guirguis, Omar G. Abood","doi":"10.36478/ijscomp.2019.44.52","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.44.52","url":null,"abstract":"Internet exploration is the use of data mining systems to discover patterns of information and relationships from internet data via data mining techniques. The aim of this study is to locate an efficient algorithm for web news mining with analysis of web news data using data clustering and classification procedures based on deep learning, as well as to evaluate the best way to use site news information algorithms compared to other technologies, and to assess the reliability of the internet news databases that are used as tools and techniques for data mining. In this study, we used an effective algorithm (H ash) that is used to collect and classify data for the best classification of Internet news with results close to 95. 66% accuracy.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"39 1","pages":"44-52"},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85627761","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: 2
Performance Evaluation of Support Vector Machines (SVM) and Convolution Neural Networks (CNN) for Video Tampering Classification 支持向量机(SVM)和卷积神经网络(CNN)在视频篡改分类中的性能评价
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-04-29 DOI: 10.36478/ijscomp.2019.53.60
S. Komal, Puneeth Chandrashekar, B. Rekha, G. Srinivasan
{"title":"Performance Evaluation of Support Vector Machines (SVM) and Convolution Neural Networks (CNN) for Video Tampering Classification","authors":"S. Komal, Puneeth Chandrashekar, B. Rekha, G. Srinivasan","doi":"10.36478/ijscomp.2019.53.60","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.53.60","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"77 1","pages":"53-60"},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80755065","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 Automatic Generation of Arabic Sentences Based on a Minimalist Approach 基于极简方法的阿拉伯语句子自动生成
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-04-29 DOI: 10.36478/ijscomp.2019.68.76
Chouaib Moukrim, A. Tragha, E. Benlahmer
{"title":"The Automatic Generation of Arabic Sentences Based on a Minimalist Approach","authors":"Chouaib Moukrim, A. Tragha, E. Benlahmer","doi":"10.36478/ijscomp.2019.68.76","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.68.76","url":null,"abstract":": The automatic generation of sentences is a domain of Natural Language Processing (NLP); it is placed in the middle of computer science and linguistics. This is a very complex discipline; the aim of this is to create automatically correct sentences from a list of words which can serve as the basis for such various applications such as automatic translation, question-answering systems, correcting syntactic errors and so on. In this study, we present the use of the linguistic approach of Chomsky’s minimalist grammar. We begin with the elaboration of the lexicon that constitutes the essential link of the generation. Then, based on this lexicon, we treat the merge and move operations to build a syntactically correct sentence.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"307 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74199614","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: 2
The Online Social Networks Analysis: State of the Art 在线社会网络分析:最新进展
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-04-29 DOI: 10.36478/ijscomp.2019.33.43
Asmae El Kassiri, Fatima-Zahra Belouadha
{"title":"The Online Social Networks Analysis: State of the Art","authors":"Asmae El Kassiri, Fatima-Zahra Belouadha","doi":"10.36478/ijscomp.2019.33.43","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.33.43","url":null,"abstract":"Page No.: 33-43 Volume: 14, Issue 2, 2019 ISSN: 1816-9503 International Journal of Soft Computing Copy Right: Medwell Publications Abstract: Nowadays, the Online Social Networks OSN emergence has expanded the scope of these needs. In fact, besides the direct links between users, the OSN have various important information about user profiles, tastes and interactions or activities. This information richness has been exploited in the literature in particular social mining techniques to answer new analytical purposes such as influence analysis, trust analysis, opinion mining, recommendation, e-reputation, protection of privacy and detection of experts.","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80066631","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
Retrecheck: An Efficient Handoff and Buffer Ranging Framework to Minimize Packet Loss Rate Through Check Point Retransmission Using 802.16m WiMAX Networks Retrecheck:一个有效的切换和缓冲范围框架,通过使用802.16m WiMAX网络的检查点重传来最小化丢包率
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-03-13 DOI: 10.36478/ijscomp.2013.82.86
D. Karunkuzhali, D. Tomar
{"title":"Retrecheck: An Efficient Handoff and Buffer Ranging Framework to Minimize Packet Loss Rate Through Check Point Retransmission Using 802.16m WiMAX Networks","authors":"D. Karunkuzhali, D. Tomar","doi":"10.36478/ijscomp.2013.82.86","DOIUrl":"https://doi.org/10.36478/ijscomp.2013.82.86","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"17 1","pages":"82-86"},"PeriodicalIF":0.0,"publicationDate":"2020-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89165840","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
Advances in Soft Computing: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part I 软计算进展:第19届墨西哥国际人工智能会议,MICAI 2020,墨西哥城,墨西哥,2020年10月12日至17日,会议录,第一部分
International Journal of Advances in Soft Computing and its Applications Pub Date : 2020-01-01 DOI: 10.1007/978-3-030-60884-2
Lourdes Martínez-Villaseñor, Oscar Herrera-Alcántara, Hiram Ponce, Félix A. Castro-Espinoza
{"title":"Advances in Soft Computing: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part I","authors":"Lourdes Martínez-Villaseñor, Oscar Herrera-Alcántara, Hiram Ponce, Félix A. Castro-Espinoza","doi":"10.1007/978-3-030-60884-2","DOIUrl":"https://doi.org/10.1007/978-3-030-60884-2","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"64 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88040139","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: 6
Rendering a Video on the Image Coordinates Using Augmented Reality 使用增强现实在图像坐标上渲染视频
International Journal of Advances in Soft Computing and its Applications Pub Date : 2019-10-10 DOI: 10.36478/ijscomp.2019.6.10
P. Mahalakshmi, Sri Harshavardhan Pathuri, K. S. Kumar
{"title":"Rendering a Video on the Image Coordinates Using Augmented Reality","authors":"P. Mahalakshmi, Sri Harshavardhan Pathuri, K. S. Kumar","doi":"10.36478/ijscomp.2019.6.10","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.6.10","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86245207","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
Develop an Online Based Virtual Office Management Software 开发一个基于在线的虚拟办公室管理软件
International Journal of Advances in Soft Computing and its Applications Pub Date : 2019-10-10 DOI: 10.36478/ijscomp.2019.11.27
Badiuzzaman, Rafiquzzaman
{"title":"Develop an Online Based Virtual Office Management Software","authors":"Badiuzzaman, Rafiquzzaman","doi":"10.36478/ijscomp.2019.11.27","DOIUrl":"https://doi.org/10.36478/ijscomp.2019.11.27","url":null,"abstract":"","PeriodicalId":38638,"journal":{"name":"International Journal of Advances in Soft Computing and its Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89277608","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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