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International Journal of Data Analysis Techniques and Strategies最新文献

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Prognosis of urban environs using time series analysis for preventing overexploitation using artificial intelligence 基于时间序列分析的城市环境预测与人工智能预防过度开发
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.132558
S. Shitharth, H. Manoharan, L. Narayanan, Takkedu Malathi, S. Vatchala, K. G. Rao
{"title":"Prognosis of urban environs using time series analysis for preventing overexploitation using artificial intelligence","authors":"S. Shitharth, H. Manoharan, L. Narayanan, Takkedu Malathi, S. Vatchala, K. G. Rao","doi":"10.1504/ijdats.2023.132558","DOIUrl":"https://doi.org/10.1504/ijdats.2023.132558","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"45 1","pages":"97-115"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73075910","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
Study of Python libraries for NLP 学习用于自然语言处理的Python库
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.10057032
A. Khandare, N. Agarwal, Amruta Bodhankar, Ankur Kulkarni, Ishaan Mane
{"title":"Study of Python libraries for NLP","authors":"A. Khandare, N. Agarwal, Amruta Bodhankar, Ankur Kulkarni, Ishaan Mane","doi":"10.1504/ijdats.2023.10057032","DOIUrl":"https://doi.org/10.1504/ijdats.2023.10057032","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"9 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80443751","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
Identification of Common Parameters for Landslides using Text Mining Approach 基于文本挖掘方法的滑坡公共参数识别
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.10059179
Dr. Samarjeet Borah, Sonam Lhamu Bhutia
{"title":"Identification of Common Parameters for Landslides using Text Mining Approach","authors":"Dr. Samarjeet Borah, Sonam Lhamu Bhutia","doi":"10.1504/ijdats.2023.10059179","DOIUrl":"https://doi.org/10.1504/ijdats.2023.10059179","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"46 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":"135496542","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 analytics and artificial intelligence in e-marketing: techniques, best practices and trends 电子营销中的数据分析和人工智能:技术、最佳实践和趋势
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.10058471
Andrew F. Ward, Mage Marmol, David Lopez-Lopez, Patricia Carracedo, A. Juan
{"title":"Data analytics and artificial intelligence in e-marketing: techniques, best practices and trends","authors":"Andrew F. Ward, Mage Marmol, David Lopez-Lopez, Patricia Carracedo, A. Juan","doi":"10.1504/ijdats.2023.10058471","DOIUrl":"https://doi.org/10.1504/ijdats.2023.10058471","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"15 1","pages":"147-178"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66729923","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
Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network 基于增强松鼠搜索优化算法和卷积神经网络的食物识别
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.133023
Megha Chopra, Archana Purwar
{"title":"Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network","authors":"Megha Chopra, Archana Purwar","doi":"10.1504/ijdats.2023.133023","DOIUrl":"https://doi.org/10.1504/ijdats.2023.133023","url":null,"abstract":"Owning to the sedentary lifestyle, dietary assessment has become a significant research area. Automated food assessment initiates with food classification. Image classification commences with segmentation. Apparently, thresholding is the elemental method to perform segmentation. Although, there are many ways to optimise the solution of multi-level thresholding, this paper proposes a squirrel search algorithm (SSA)-based optimised solution for multi-level thresholding. It applies convolutional neural network (CNN) to recognise food images. Further, the paper has proposed a new enhanced squirrel search algorithm (ESSA) to improve the food recognition accuracy. The results show that ESSA improves the performance of image segmentation and classification. The performance of the proposed algorithm is evaluated using food datasets UEC-256 and UEC-100 and accuracy of 83.1% and 82.1% was obtained respectively. Proposed algorithm is also compared with existing work taken under this study and it has been observed that it outperformed them.","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"34 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":"135784031","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
Using free open-source tools for text visualisation over unstructured corpus effectively 使用免费的开源工具对非结构化语料库进行有效的文本可视化
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.132561
Gowri R. Choudhary, Iti Sharma
{"title":"Using free open-source tools for text visualisation over unstructured corpus effectively","authors":"Gowri R. Choudhary, Iti Sharma","doi":"10.1504/ijdats.2023.132561","DOIUrl":"https://doi.org/10.1504/ijdats.2023.132561","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"130 1","pages":"129-146"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89897254","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
Improving the Accuracy of Real Field Pomegranate Fruit Diseases Detection and Visualization using Convolution Neural Networks and Grad-CAM 利用卷积神经网络和Grad-CAM提高实地石榴果实病害检测和可视化的准确性
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.10055387
S. Rathi, Vaishali Nirgude
{"title":"Improving the Accuracy of Real Field Pomegranate Fruit Diseases Detection and Visualization using Convolution Neural Networks and Grad-CAM","authors":"S. Rathi, Vaishali Nirgude","doi":"10.1504/ijdats.2023.10055387","DOIUrl":"https://doi.org/10.1504/ijdats.2023.10055387","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"3 1","pages":"57-75"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79679627","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
Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network 基于增强松鼠搜索优化算法和卷积神经网络的食物识别
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.10057034
Meghali C. Chopra, Archana Purwar
{"title":"Food recognition using enhanced squirrel search optimisation algorithm and convolutional neural network","authors":"Meghali C. Chopra, Archana Purwar","doi":"10.1504/ijdats.2023.10057034","DOIUrl":"https://doi.org/10.1504/ijdats.2023.10057034","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"15 1","pages":"238-254"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66730355","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 intelligent timestamp data manipulation methodology for customer level resource efficient short-term electric load forecasting 一种客户级资源高效短期电力负荷预测的智能时间戳数据处理方法
International Journal of Data Analysis Techniques and Strategies Pub Date : 2023-01-01 DOI: 10.1504/ijdats.2023.133011
Ali Waqas, Muhammad Saleem, Abdul Khaliq, Amanullah Yasin
{"title":"An intelligent timestamp data manipulation methodology for customer level resource efficient short-term electric load forecasting","authors":"Ali Waqas, Muhammad Saleem, Abdul Khaliq, Amanullah Yasin","doi":"10.1504/ijdats.2023.133011","DOIUrl":"https://doi.org/10.1504/ijdats.2023.133011","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"35 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":"136301438","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
Prognosis of Urban Environs using Time Series Analysis for Preventing Overexploitation using Artificial Intelligence 基于时间序列分析的城市环境预测与人工智能预防过度开发
International Journal of Data Analysis Techniques and Strategies Pub Date : 2022-01-01 DOI: 10.1504/ijdats.2022.10053183
K. G. Rao, S. Vatchala, Takkedu Malathi S., S. S, H. Manoharan, Lakshmi Narayanan
{"title":"Prognosis of Urban Environs using Time Series Analysis for Preventing Overexploitation using Artificial Intelligence","authors":"K. G. Rao, S. Vatchala, Takkedu Malathi S., S. S, H. Manoharan, Lakshmi Narayanan","doi":"10.1504/ijdats.2022.10053183","DOIUrl":"https://doi.org/10.1504/ijdats.2022.10053183","url":null,"abstract":"","PeriodicalId":38582,"journal":{"name":"International Journal of Data Analysis Techniques and Strategies","volume":"97 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72428923","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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