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The Routh Hurwitz Criteria for Studying The Stability and Bifurcation in Multispiral Chua Chaotic Attractor 研究多螺旋Chua混沌吸引子稳定性和分岔的Routh Hurwitz准则
Mendel Pub Date : 2023-06-30 DOI: 10.13164/mendel.2023.1.071
Maika Belouerghi, T. Menacer, R. Lozi
{"title":"The Routh Hurwitz Criteria for Studying The Stability and Bifurcation in Multispiral Chua Chaotic Attractor","authors":"Maika Belouerghi, T. Menacer, R. Lozi","doi":"10.13164/mendel.2023.1.071","DOIUrl":"https://doi.org/10.13164/mendel.2023.1.071","url":null,"abstract":"This article discusses the multispiral Chua Chaotic attractor’s hidden bifurcations that are generated by the sine function. The number of spirals (also known as a multiscroll attractor) that are controlled by the integer parameter c can be used to describe the basic shape of chaotic attractors. Since this parameter is an integer, increasing it by one does not allow the observation of bifurcations from n to n + 2 spirals. The method of hidden bifurcations, however, enables the observation of such bifurcations by adding a real parameter ε. Chaotic attractors with either an even or an odd number of spirals are visible along the marked paths of bifurcation. Moreover, this additional hidden parameter allows finding the bifurcation of the multispiral Chua attractor from a stable state to a chaotic state. Furthermore, the Routh-Hurwitz criteria are used to study the stability of the original equilibrium point of the Chua attractor.","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"60 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77019650","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
Pre-training Two BERT-Like Models for Moroccan Dialect: MorRoBERTa and MorrBERT 摩洛哥方言的两个类bert预训练模型:MorRoBERTa和MorrBERT
Mendel Pub Date : 2023-06-30 DOI: 10.13164/mendel.2023.1.055
Otman Moussaoui, Yacine El Younnoussi
{"title":"Pre-training Two BERT-Like Models for Moroccan Dialect: MorRoBERTa and MorrBERT","authors":"Otman Moussaoui, Yacine El Younnoussi","doi":"10.13164/mendel.2023.1.055","DOIUrl":"https://doi.org/10.13164/mendel.2023.1.055","url":null,"abstract":"This research article presents a comprehensive study on the pre-training of two language models, MorRoBERTa and MorrBERT, for the Moroccan Dialect, using the Masked Language Modeling (MLM) pre-training approach. The study details the various data collection and pre-processing steps involved in building a large corpus of over six million sentences and 71 billion tokens, sourced from social media platforms such as Facebook, Twitter, and YouTube. The pre-training process was carried out using the HuggingFace Transformers API, and the paper elaborates on the configurations and training methodologies of the models. The study concludes by demonstrating the high accuracy rates achieved by both MorRoBERTa and MorrBERT in multiple downstream tasks, indicating their potential effectiveness in natural language processing applications specific to the Moroccan Dialect.","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"78 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82850415","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
An introduction to single valued neutrosophic fuzzy numbers, trapezoidal single valued neutrosophic fuzzy numbers and triangular single valued neutrosophic fuzzy numbers 介绍了单值嗜中性模糊数、梯形嗜中性模糊数和三角形嗜中性模糊数
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154003
Ligin P. Mathew, Lovelymol Sebastian
{"title":"An introduction to single valued neutrosophic fuzzy numbers, trapezoidal single valued neutrosophic fuzzy numbers and triangular single valued neutrosophic fuzzy numbers","authors":"Ligin P. Mathew, Lovelymol Sebastian","doi":"10.1063/5.0154003","DOIUrl":"https://doi.org/10.1063/5.0154003","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"43 3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90024817","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
An IVNP TODIM - CRITIC method for the selection of pesticides using aggregation operators 基于聚集算子的IVNP TODIM - CRITIC农药选择方法
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154088
Stephy Stephen, M. Helen
{"title":"An IVNP TODIM - CRITIC method for the selection of pesticides using aggregation operators","authors":"Stephy Stephen, M. Helen","doi":"10.1063/5.0154088","DOIUrl":"https://doi.org/10.1063/5.0154088","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"112 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76978387","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 for risk forecast in financial industry 金融行业风险预测的数据分析
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0153994
Bhubaneswari Mishra, S. Chakraverty, Rohtas Kumar
{"title":"Data analytics for risk forecast in financial industry","authors":"Bhubaneswari Mishra, S. Chakraverty, Rohtas Kumar","doi":"10.1063/5.0153994","DOIUrl":"https://doi.org/10.1063/5.0153994","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"36 3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78059233","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
Comparison of some parameters based on different key sizes for certain class of cryptographic algorithms 对某类密码算法基于不同密钥大小的一些参数进行比较
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154381
K. Indira, D. Suresh
{"title":"Comparison of some parameters based on different key sizes for certain class of cryptographic algorithms","authors":"K. Indira, D. Suresh","doi":"10.1063/5.0154381","DOIUrl":"https://doi.org/10.1063/5.0154381","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"174 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74228194","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
Preface: 2nd International Conference on Computational Sciences-Modelling, Computing and Soft Computing (CSMCS 2022) 第二届国际计算科学会议-建模，计算和软计算(CSMCS 2022)
Mendel Pub Date : 2023-01-01 DOI: 10.1063/12.0017897
{"title":"Preface: 2nd International Conference on Computational Sciences-Modelling, Computing and Soft Computing (CSMCS 2022)","authors":"","doi":"10.1063/12.0017897","DOIUrl":"https://doi.org/10.1063/12.0017897","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"99 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74255372","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
Comparison of stock market prediction performance of ARIMA and RNN-LSTM model – A case study on Indian stock exchange ARIMA与RNN-LSTM模型的股市预测效果比较——以印度证券交易所为例
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154124
J. Kumar, R. Sundar, A. Ravi
{"title":"Comparison of stock market prediction performance of ARIMA and RNN-LSTM model – A case study on Indian stock exchange","authors":"J. Kumar, R. Sundar, A. Ravi","doi":"10.1063/5.0154124","DOIUrl":"https://doi.org/10.1063/5.0154124","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","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":"74868686","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
Fermatean fuzzy soft topological spaces 费马模糊软拓扑空间
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154122
Aparna Sivadas, S. J. John
{"title":"Fermatean fuzzy soft topological spaces","authors":"Aparna Sivadas, S. J. John","doi":"10.1063/5.0154122","DOIUrl":"https://doi.org/10.1063/5.0154122","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"49 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84252465","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
Iterative Gauss-Seidel method improves image reconstruction in diffuse optical Tomography: A comparative study 迭代高斯-塞德尔方法改进漫射光学层析成像图像重建的比较研究
Mendel Pub Date : 2023-01-01 DOI: 10.1063/5.0154037
Harish G. Siddalingaiah, G. R. Prashanth, R. Jagannath
{"title":"Iterative Gauss-Seidel method improves image reconstruction in diffuse optical Tomography: A comparative study","authors":"Harish G. Siddalingaiah, G. R. Prashanth, R. Jagannath","doi":"10.1063/5.0154037","DOIUrl":"https://doi.org/10.1063/5.0154037","url":null,"abstract":"","PeriodicalId":38293,"journal":{"name":"Mendel","volume":"49 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79156769","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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