Pub Date : 2023-01-01DOI: 10.32604/csse.2023.034213
Ramyasri Nemani, G. J. Moses, Fayadh S. Alenezi, K. Kumar, Seifedine Kadry, Jungeun Kim, Keejun Han
Statistics are most crucial than ever due to the accessibility of huge counts of data from several domains such as finance, medicine, science, engineering, and so on. Statistical data mining (SDM) is an interdisciplinary domain that examines huge existing databases to discover patterns and connections from the data. It varies in classical statistics on the size of datasets and on the detail that the data could not primarily be gathered based on some experimental strategy but conversely for other resolves. Thus, this paper introduces an effective statistical Data Mining for Intelligent Rainfall Prediction using Slime Mould Optimization with Deep Learning (SDMIRPSMODL) model. In the presented SDMIRP-SMODL model, the feature subset selection process is performed by the SMO algorithm, which in turn minimizes the computation complexity. For rainfall prediction. Convolution neural network with long short-term memory (CNN-LSTM) technique is exploited. At last, this study involves the pelican optimization algorithm (POA) as a hyperparameter optimizer. The experimental evaluation of the SDMIRP-SMODL approach is tested utilizing a rainfall dataset comprising 23682 samples in the negative class and 1865 samples in the positive class. The comparative outcomes reported the supremacy of the SDMIRP-SMODL model compared to existing techniques.
{"title":"Statistical Data Mining with Slime Mould Optimization for Intelligent Rainfall Classification","authors":"Ramyasri Nemani, G. J. Moses, Fayadh S. Alenezi, K. Kumar, Seifedine Kadry, Jungeun Kim, Keejun Han","doi":"10.32604/csse.2023.034213","DOIUrl":"https://doi.org/10.32604/csse.2023.034213","url":null,"abstract":"Statistics are most crucial than ever due to the accessibility of huge counts of data from several domains such as finance, medicine, science, engineering, and so on. Statistical data mining (SDM) is an interdisciplinary domain that examines huge existing databases to discover patterns and connections from the data. It varies in classical statistics on the size of datasets and on the detail that the data could not primarily be gathered based on some experimental strategy but conversely for other resolves. Thus, this paper introduces an effective statistical Data Mining for Intelligent Rainfall Prediction using Slime Mould Optimization with Deep Learning (SDMIRPSMODL) model. In the presented SDMIRP-SMODL model, the feature subset selection process is performed by the SMO algorithm, which in turn minimizes the computation complexity. For rainfall prediction. Convolution neural network with long short-term memory (CNN-LSTM) technique is exploited. At last, this study involves the pelican optimization algorithm (POA) as a hyperparameter optimizer. The experimental evaluation of the SDMIRP-SMODL approach is tested utilizing a rainfall dataset comprising 23682 samples in the negative class and 1865 samples in the positive class. The comparative outcomes reported the supremacy of the SDMIRP-SMODL model compared to existing techniques.","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"68 1","pages":"919-935"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90661817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.033341
Nidhi Gour, Rajneesh Pareek, K. Rajagopal, Himanshu Sharma, Mrim M. Alnfiai, M. Alzain, Mehedi Masud, Arun Kumar
{"title":"A Novel Approximate Message Passing Detection for Massive MIMO 5G System","authors":"Nidhi Gour, Rajneesh Pareek, K. Rajagopal, Himanshu Sharma, Mrim M. Alnfiai, M. Alzain, Mehedi Masud, Arun Kumar","doi":"10.32604/csse.2023.033341","DOIUrl":"https://doi.org/10.32604/csse.2023.033341","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"154 1","pages":"2827-2835"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90742779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.037903
Fares Abdulhafidh Dael, Ömer Yavuz, Ugur Yavuz
{"title":"Stock Market Prediction Using Generative Adversarial Networks (GANs): Hybrid Intelligent Model","authors":"Fares Abdulhafidh Dael, Ömer Yavuz, Ugur Yavuz","doi":"10.32604/csse.2023.037903","DOIUrl":"https://doi.org/10.32604/csse.2023.037903","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"23 1","pages":"19-35"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86989628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.032024
Abeeda Akram, K. Zafar, A. Mian, Abdul Rauf Baig, R. Almakki, Lulwah Alsuwaidan, Shakir Khan
{"title":"On Layout Optimization of Wireless Sensor Network Using Meta-Heuristic Approach","authors":"Abeeda Akram, K. Zafar, A. Mian, Abdul Rauf Baig, R. Almakki, Lulwah Alsuwaidan, Shakir Khan","doi":"10.32604/csse.2023.032024","DOIUrl":"https://doi.org/10.32604/csse.2023.032024","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"75 1","pages":"3685-3701"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74418825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.032737
K. Sreelakshmy, Himanshu Gupta, Om Prakash Verma, K. Kumar, Abdelhamied A. Ateya, N. Soliman
{"title":"3D Path Optimisation of Unmanned Aerial Vehicles Using Q Learning-Controlled GWO-AOA","authors":"K. Sreelakshmy, Himanshu Gupta, Om Prakash Verma, K. Kumar, Abdelhamied A. Ateya, N. Soliman","doi":"10.32604/csse.2023.032737","DOIUrl":"https://doi.org/10.32604/csse.2023.032737","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"14 1","pages":"2483-2503"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73334478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.028713
M. Jamunarani, C. Vasanthanayaki
{"title":"ELM-Based Shape Adaptive DCT Compression Technique for Underwater Image Compression","authors":"M. Jamunarani, C. Vasanthanayaki","doi":"10.32604/csse.2023.028713","DOIUrl":"https://doi.org/10.32604/csse.2023.028713","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"48 1","pages":"1953-1970"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73527005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.032977
M. Mridha, Zabir Mohammad, Muhammad Mohsin Kabir, Aklima Akter Lima, S. Das, Md. Rashedul Islam, Y. Watanobe
{"title":"An Unsupervised Writer Identification Based on Generating Clusterable燛mbeddings","authors":"M. Mridha, Zabir Mohammad, Muhammad Mohsin Kabir, Aklima Akter Lima, S. Das, Md. Rashedul Islam, Y. Watanobe","doi":"10.32604/csse.2023.032977","DOIUrl":"https://doi.org/10.32604/csse.2023.032977","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"75 1","pages":"2059-2073"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72610405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.039503
Daniyal Amankeldin, L. Kurmangaziyeva, A. Mailybayeva, Natalya Glazyrina, A. Zhumadillayeva, Nurzhamal Karasheva
,
，
{"title":"Deep Neural Network for Detecting Fake Profiles in Social Networks","authors":"Daniyal Amankeldin, L. Kurmangaziyeva, A. Mailybayeva, Natalya Glazyrina, A. Zhumadillayeva, Nurzhamal Karasheva","doi":"10.32604/csse.2023.039503","DOIUrl":"https://doi.org/10.32604/csse.2023.039503","url":null,"abstract":",","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"12 1","pages":"1091-1108"},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72833485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.32604/csse.2023.025503
A. Jameer Basha, S. Aswini, S. Aarthini, Yun-Seung Nam, M. Abouhawwash
{"title":"Genetic-Chicken Swarm Algorithm for Minimizing Energy in Wireless Sensor Network","authors":"A. Jameer Basha, S. Aswini, S. Aarthini, Yun-Seung Nam, M. Abouhawwash","doi":"10.32604/csse.2023.025503","DOIUrl":"https://doi.org/10.32604/csse.2023.025503","url":null,"abstract":"","PeriodicalId":50634,"journal":{"name":"Computer Systems Science and Engineering","volume":"1 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69723411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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