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International Journal of Innovative Computing and Applications最新文献

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Fuzzy improved firefly-based MapReduce for association rule mining 基于萤火虫的模糊改进MapReduce关联规则挖掘
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.10054516
H. Drias, Lydia Nahla Driff
{"title":"Fuzzy improved firefly-based MapReduce for association rule mining","authors":"H. Drias, Lydia Nahla Driff","doi":"10.1504/ijica.2023.10054516","DOIUrl":"https://doi.org/10.1504/ijica.2023.10054516","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","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":"66986966","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
Detecting acute leukaemia in blood slides images using a CNN ensemble 使用CNN集合检测血液玻片图像中的急性白血病
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.10054507
J. M. R. Tavares, V. Machado, Justino Santos, R. Veras, A. Santana, L. Vogado, M. Claro
{"title":"Detecting acute leukaemia in blood slides images using a CNN ensemble","authors":"J. M. R. Tavares, V. Machado, Justino Santos, R. Veras, A. Santana, L. Vogado, M. Claro","doi":"10.1504/ijica.2023.10054507","DOIUrl":"https://doi.org/10.1504/ijica.2023.10054507","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","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":"66987225","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
Automatic speech recognition of Gujarati digits using wavelet coefficients in machine learning algorithms 机器学习算法中使用小波系数的古吉拉特数字自动语音识别
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.10059771
Purnima Pandit, Shardav Bhatt
{"title":"Automatic speech recognition of Gujarati digits using wavelet coefficients in machine learning algorithms","authors":"Purnima Pandit, Shardav Bhatt","doi":"10.1504/ijica.2023.10059771","DOIUrl":"https://doi.org/10.1504/ijica.2023.10059771","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"23 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":"136305776","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
Deep learning intelligence for influencer-based topological classification for online social networks 基于影响力的在线社交网络拓扑分类的深度学习智能
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.134212
Somya Jain, Adwitiya Sinha
{"title":"Deep learning intelligence for influencer-based topological classification for online social networks","authors":"Somya Jain, Adwitiya Sinha","doi":"10.1504/ijica.2023.134212","DOIUrl":"https://doi.org/10.1504/ijica.2023.134212","url":null,"abstract":"Social network analysis provides quantifiable methods and topological metrics to examine the networked structure for several interdisciplinary applications. In our research, a social network of GitHub community is constructed that forms a dense network of 37,700 developers with 289,003 associations amongst them. The research involves finding the central developers in the GitHub network using graph analytics and benchmark centrality metrics, including degree, betweenness, closeness, PageRank and eigenvector; which is based upon network structural information. Our research methodology provides a breakthrough towards predicting the classification of GitHub users using artificial intelligence-based learning model trained with derived topological network centrality metrics. The proposed approach performs feature extraction for the developers by computing centrality score of each user followed by building correlation matrix using centrality parameters based on network topology. Further, the derived topological centrality scores were used as input features to train and build artificial intelligence-based models for classification. Our experimentation is better performance of artificial neural network over autoencoders, logistic regression and hyper-parameter tuned support vector machine. Certain intermediate outcomes include correlation, principal component analysis, loss monitoring, etc. The performance evaluation was performed in terms of macro and weighted F1-score, recall, precision, and accuracy.","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"88 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":"136306585","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
Prioritising test cases to improve the software fault detection using MCDM methods 对测试用例进行优先级排序，以改进使用MCDM方法的软件故障检测
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.134206
Maryam Mohammadi Sarpiri, Keyvan Mohebbi, Ali Jamshidi
{"title":"Prioritising test cases to improve the software fault detection using MCDM methods","authors":"Maryam Mohammadi Sarpiri, Keyvan Mohebbi, Ali Jamshidi","doi":"10.1504/ijica.2023.134206","DOIUrl":"https://doi.org/10.1504/ijica.2023.134206","url":null,"abstract":"To decrease the cost of software testing, we can run a subset of test cases, but this may result in residual faults. To keep the efficiency of testing, the most important test cases should be selected through a prioritisation approach. Such prioritisation requires the assessment of different criteria, so it can be formulated as a multi-criteria decision-making (MCDM) problem. This research proposes an approach to select the proper subset of test cases using the MCDM methods. Three MCDM methods, namely, fuzzy SAW, fuzzy VIKOR, and fuzzy TOPSIS are applied to prioritise the test cases concerning various criteria. To select a subset of test cases, a threshold is determined for different pairs of the most important criteria. The proposed approach is applied to an actual e-government software system with two variants. The experimental evaluations indicate the efficiency of this approach with respect to both the failure rate and the average percentage of fault detection metrics.","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"124 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":"136307773","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
Fuzzy based MPPT Control for solar PV Applications 基于模糊的太阳能光伏应用MPPT控制
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.10051410
Ravi N.A.
{"title":"Fuzzy based MPPT Control for solar PV Applications","authors":"Ravi N.A.","doi":"10.1504/ijica.2023.10051410","DOIUrl":"https://doi.org/10.1504/ijica.2023.10051410","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","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":"66987214","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
Light leaf spots segmentation algorithm based on colour difference vectors 基于色差矢量的轻叶斑分割算法
International Journal of Innovative Computing and Applications Pub Date : 2023-01-01 DOI: 10.1504/ijica.2023.10054509
W. Kou, Sheng Miao, Lihui Zhong
{"title":"Light leaf spots segmentation algorithm based on colour difference vectors","authors":"W. Kou, Sheng Miao, Lihui Zhong","doi":"10.1504/ijica.2023.10054509","DOIUrl":"https://doi.org/10.1504/ijica.2023.10054509","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","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":"66987244","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
Convolutional neural networks applied in the detection of pneumonia by X-ray images 卷积神经网络在x射线图像肺炎检测中的应用
International Journal of Innovative Computing and Applications Pub Date : 2022-01-01 DOI: 10.1504/IJICA.2022.10039108
Adam Santos, Raimundo Neto, Victor Souza, L. Araújo, L. Silva
{"title":"Convolutional neural networks applied in the detection of pneumonia by X-ray images","authors":"Adam Santos, Raimundo Neto, Victor Souza, L. Araújo, L. Silva","doi":"10.1504/IJICA.2022.10039108","DOIUrl":"https://doi.org/10.1504/IJICA.2022.10039108","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66985249","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
A robot-soldering workstation combined with the deep learning and the template matching technology 结合深度学习和模板匹配技术的机器人焊接工作站
International Journal of Innovative Computing and Applications Pub Date : 2022-01-01 DOI: 10.1504/ijica.2022.10050688
Yunsheng Fan, Kaisheng Xing, G. Wan, Tinghao Yi, Guofeng Wang
{"title":"A robot-soldering workstation combined with the deep learning and the template matching technology","authors":"Yunsheng Fan, Kaisheng Xing, G. Wan, Tinghao Yi, Guofeng Wang","doi":"10.1504/ijica.2022.10050688","DOIUrl":"https://doi.org/10.1504/ijica.2022.10050688","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66986410","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
Enhancing cuckoo search algorithm with complement strategy 利用互补策略改进布谷鸟搜索算法
International Journal of Innovative Computing and Applications Pub Date : 2022-01-01 DOI: 10.1504/ijica.2022.10053562
Huanghuang Lu, Hu Peng, Changshou Deng
{"title":"Enhancing cuckoo search algorithm with complement strategy","authors":"Huanghuang Lu, Hu Peng, Changshou Deng","doi":"10.1504/ijica.2022.10053562","DOIUrl":"https://doi.org/10.1504/ijica.2022.10053562","url":null,"abstract":"","PeriodicalId":39390,"journal":{"name":"International Journal of Innovative Computing and Applications","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66986664","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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