In this paper, a mechanism for the generation of pseudo-random numbers with a very high level of randomness is proposed. The design of this mechanism is based on geometric structures simulated by software, specifically rotating cylinders that are activated, also, with random inputs produced by means of events of the electronic system on which it operates. Due to the random quality, its outputs can be used to implement robust systems for data protection.
{"title":"A Novel Hybrid Mechanism for Generation of Pseudo-random Sequences for Data Protection Purposes","authors":"Manuel José Maldonado, José Luciano Maldonado","doi":"10.46300/9108.2023.17.1","DOIUrl":"https://doi.org/10.46300/9108.2023.17.1","url":null,"abstract":"In this paper, a mechanism for the generation of pseudo-random numbers with a very high level of randomness is proposed. The design of this mechanism is based on geometric structures simulated by software, specifically rotating cylinders that are activated, also, with random inputs produced by means of events of the electronic system on which it operates. Due to the random quality, its outputs can be used to implement robust systems for data protection.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83529776","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}
Pub Date : 2022-11-10DOI: 10.46300/9108.2022.16.15
Bhoomi Rajdeep, H. Patel, S. Iyer
Detection of mood and behavior by voice analysis which helps to detect the speaker’s mood by the voice frequency. Here, I aim to present the mood like happy, and sad and behavior detection devices using machine learning and artificial intelligence which can be detected by voice analysis. Using this device, it detects the user’s mood. Moreover, this device detects the frequency by trained model and algorithm. The algorithm is well trained to catch the frequency where it helps to identify the mood happy or sad of the speaker and behavior. On the other hand, behavior can be predicted in form, it can be either positive or negative. So, this device helps to prevent mental health issues and is used in medical and gaming testing. Furthermore, it is easy to identify a person’s mood by their expression and by their actions in daily activities. But it is effective and challenging to detect mood and behavior by voice frequency because a rich environment affects the most. Thus, this device works as a signal processing.
{"title":"Human Emotion Identification from Speech using Neural Network","authors":"Bhoomi Rajdeep, H. Patel, S. Iyer","doi":"10.46300/9108.2022.16.15","DOIUrl":"https://doi.org/10.46300/9108.2022.16.15","url":null,"abstract":"Detection of mood and behavior by voice analysis which helps to detect the speaker’s mood by the voice frequency. Here, I aim to present the mood like happy, and sad and behavior detection devices using machine learning and artificial intelligence which can be detected by voice analysis. Using this device, it detects the user’s mood. Moreover, this device detects the frequency by trained model and algorithm. The algorithm is well trained to catch the frequency where it helps to identify the mood happy or sad of the speaker and behavior. On the other hand, behavior can be predicted in form, it can be either positive or negative. So, this device helps to prevent mental health issues and is used in medical and gaming testing. Furthermore, it is easy to identify a person’s mood by their expression and by their actions in daily activities. But it is effective and challenging to detect mood and behavior by voice frequency because a rich environment affects the most. Thus, this device works as a signal processing.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81379837","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}
Pub Date : 2022-06-28DOI: 10.46300/9108.2022.16.14
Shridhar Sanshi, D. P. Krishna, Ramesh Vatambeti
The Internet of Things (IoT) is utilized in many sectors for different purpose. However, sharing the huge data to the far distance is a difficult task because of signal loss and malicious events. So, the Delay Tolerant Network (DTN) is introduced in the communication field to transfer the data to far distance. But, the DTN is vulnerable to attack because of the selfish nodes and data traffic. To overcome this problem the current research has designed a novel African Buffalo DTN with Risk Packet Jump (ABDTN-RPJ) mechanism to improve the communication channel by predicting the selfish and misbehavior node in an earlier stage. Finally, the designed paradigm is implemented in the Network simulator and the comparison results have been proved the efficiency of the proposed model by reducing the delay and drop rate.
{"title":"Enhancing IoT Communication using African Buffalo Delay Tolerant and Risk Packet Jump Approach","authors":"Shridhar Sanshi, D. P. Krishna, Ramesh Vatambeti","doi":"10.46300/9108.2022.16.14","DOIUrl":"https://doi.org/10.46300/9108.2022.16.14","url":null,"abstract":"The Internet of Things (IoT) is utilized in many sectors for different purpose. However, sharing the huge data to the far distance is a difficult task because of signal loss and malicious events. So, the Delay Tolerant Network (DTN) is introduced in the communication field to transfer the data to far distance. But, the DTN is vulnerable to attack because of the selfish nodes and data traffic. To overcome this problem the current research has designed a novel African Buffalo DTN with Risk Packet Jump (ABDTN-RPJ) mechanism to improve the communication channel by predicting the selfish and misbehavior node in an earlier stage. Finally, the designed paradigm is implemented in the Network simulator and the comparison results have been proved the efficiency of the proposed model by reducing the delay and drop rate.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"47 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74256012","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}
Pub Date : 2022-05-16DOI: 10.46300/9108.2022.16.13
Mary Hexy, S. Jose
It is critical to administer the correct dose of medications during the treatment regimen. Dosing inappropriately might worsen the illness or possibly result in death. The first and only important approach in clinical drug development is to determine an individual's precise dose. Pharmacokinetic variability is characterized by interindividual changes in anatomical and physiological variables. Population modeling requires a strong foundation of processes to ensure accurate data, appropriate computational platforms, sufficient resources, and good communication are all required. This paper examines the various methods for developing pharmacokinetic and pharmacodynamic models. There are a variety of ways that can be used to build population modelling: Nonlinear Mixed-effects Modeling, Bayesian population pharmacokinetic (PBPK) models, Physiological covariate modeling, Visual predictive check are some of the modeling strategies that have been discussed here. The evolution of modeling software is explored in this article. The greatest way for determining the optimal treatment for a patient with a certain ailment is to optimize drugs through optimum control. Different control techniques are also explored in this article.
{"title":"Population Pharmacokinetics/PD Modelling: a Systematic Review","authors":"Mary Hexy, S. Jose","doi":"10.46300/9108.2022.16.13","DOIUrl":"https://doi.org/10.46300/9108.2022.16.13","url":null,"abstract":"It is critical to administer the correct dose of medications during the treatment regimen. Dosing inappropriately might worsen the illness or possibly result in death. The first and only important approach in clinical drug development is to determine an individual's precise dose. Pharmacokinetic variability is characterized by interindividual changes in anatomical and physiological variables. Population modeling requires a strong foundation of processes to ensure accurate data, appropriate computational platforms, sufficient resources, and good communication are all required. This paper examines the various methods for developing pharmacokinetic and pharmacodynamic models. There are a variety of ways that can be used to build population modelling: Nonlinear Mixed-effects Modeling, Bayesian population pharmacokinetic (PBPK) models, Physiological covariate modeling, Visual predictive check are some of the modeling strategies that have been discussed here. The evolution of modeling software is explored in this article. The greatest way for determining the optimal treatment for a patient with a certain ailment is to optimize drugs through optimum control. Different control techniques are also explored in this article.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"75 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83780388","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}
Pub Date : 2022-05-16DOI: 10.46300/9108.2022.16.12
T. Mshvidobadze
Heterogeneous Internet of Things (HetIoT) is an emerging research field that has strong potential to transform both our understanding of fundamental computer science principles and our future living. This paper proposes a four-layer HetIoT architecture consisting of sensing, networking, cloud computing, and applications. This paper also suggests several potential solutions to address the challenges facing future HetIoT, including data integration and processing in large-scale HetIoT
{"title":"Heterogeneous IoT platform in Network Architecture","authors":"T. Mshvidobadze","doi":"10.46300/9108.2022.16.12","DOIUrl":"https://doi.org/10.46300/9108.2022.16.12","url":null,"abstract":"Heterogeneous Internet of Things (HetIoT) is an emerging research field that has strong potential to transform both our understanding of fundamental computer science principles and our future living. This paper proposes a four-layer HetIoT architecture consisting of sensing, networking, cloud computing, and applications. This paper also suggests several potential solutions to address the challenges facing future HetIoT, including data integration and processing in large-scale HetIoT","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73031271","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}
This article deals with an analysis of the web sites use by the students for gaining the electronic study sources and discovering of associations in the data by selected algorithm. Association rules associate a particular conclusion with a set of conditions. The Generalized Rule Induction was applied. Models were designed in SPSS Clementine.
{"title":"Analysis of the Web Sites Use as Learning Resources","authors":"Miloslava Kašparová, Martin Horčička, J. Krupka","doi":"10.46300/9108.2022.16.7","DOIUrl":"https://doi.org/10.46300/9108.2022.16.7","url":null,"abstract":"This article deals with an analysis of the web sites use by the students for gaining the electronic study sources and discovering of associations in the data by selected algorithm. Association rules associate a particular conclusion with a set of conditions. The Generalized Rule Induction was applied. Models were designed in SPSS Clementine.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74862930","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}
Daily reports show that crime does not avoid children or adolescents. There are two types of crimes: crimes against them and crimes committed by them. One of the important questions of these days is how to stop this state or minimize. The aim of this article is to show the possibility of reduction of violence against children and adolescents. One of the possible ways is the implementation of self-defense in the curriculum. In this article are also mentioned the most common ways of attacking, risk groups and the consequences for the victim.
{"title":"Innovation in Education: the Implementation of Selfdefense in the Curriculum","authors":"Dora Lapkova, Jiří Svoboda","doi":"10.46300/9108.2022.16.1","DOIUrl":"https://doi.org/10.46300/9108.2022.16.1","url":null,"abstract":"Daily reports show that crime does not avoid children or adolescents. There are two types of crimes: crimes against them and crimes committed by them. One of the important questions of these days is how to stop this state or minimize. The aim of this article is to show the possibility of reduction of violence against children and adolescents. One of the possible ways is the implementation of self-defense in the curriculum. In this article are also mentioned the most common ways of attacking, risk groups and the consequences for the victim.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85802462","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}
Pub Date : 2022-03-04DOI: 10.46300/9108.2022.16.10
Vasco Moço Mano, L. Vieira
In the environment of Euclidean Jordan algebras, we consider a Jordan frame associated to the adjacency matrix of a strongly regular graph and construct a MacLaurin series with an element of the frame. From this series we establish feasibility conditions for the existence of strongly regular graphs.
{"title":"Addressing the Feasibility of the Parameters of Strongly Regular Graphs with a MacLaurin Series Approach","authors":"Vasco Moço Mano, L. Vieira","doi":"10.46300/9108.2022.16.10","DOIUrl":"https://doi.org/10.46300/9108.2022.16.10","url":null,"abstract":"In the environment of Euclidean Jordan algebras, we consider a Jordan frame associated to the adjacency matrix of a strongly regular graph and construct a MacLaurin series with an element of the frame. From this series we establish feasibility conditions for the existence of strongly regular graphs.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85862144","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}
In this paper, an approach utilized for the experimental research studies in the content of the graduate program of mechanical engineering is outlined. Although a variety of study topics in the covered time period of 2012- 1997 is concerned it is proposed that the followed algorithm can be applied in different fields of engineering science. The performance of the algorithm is presented through the introduced parameters of research evaluation, REP, output of research, ORP and performance units, PU. Design of the research study is founded on survey of the related literature expressed by an investigation stage realized with curiosity and a critical analysis. The reflections of the approach can provide an innovative education methodology in engineering not only in graduate but also in undergraduate levels.
{"title":"An Approach for the Experimental Research Studies in Engineering: (Investigation Curiosity Analysis Design)","authors":"M. O. Carpinlioglu","doi":"10.46300/9108.2022.16.8","DOIUrl":"https://doi.org/10.46300/9108.2022.16.8","url":null,"abstract":"In this paper, an approach utilized for the experimental research studies in the content of the graduate program of mechanical engineering is outlined. Although a variety of study topics in the covered time period of 2012- 1997 is concerned it is proposed that the followed algorithm can be applied in different fields of engineering science. The performance of the algorithm is presented through the introduced parameters of research evaluation, REP, output of research, ORP and performance units, PU. Design of the research study is founded on survey of the related literature expressed by an investigation stage realized with curiosity and a critical analysis. The reflections of the approach can provide an innovative education methodology in engineering not only in graduate but also in undergraduate levels.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84517277","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}
The paper illustrates the research activities carried out by the European DESIRE project dealing with dissemination strategies of European projects outcomes and results and takes into account specific stakeholders in the projects life cycle. Preliminary findings are given and commented and some recommendations are drawn based on data collected so far.
{"title":"DESIRE:Disseminating Educational Science, Innovation and Research in Europe","authors":"Silvia Panzavolta","doi":"10.46300/9108.2022.16.3","DOIUrl":"https://doi.org/10.46300/9108.2022.16.3","url":null,"abstract":"The paper illustrates the research activities carried out by the European DESIRE project dealing with dissemination strategies of European projects outcomes and results and takes into account specific stakeholders in the projects life cycle. Preliminary findings are given and commented and some recommendations are drawn based on data collected so far.","PeriodicalId":89779,"journal":{"name":"International journal of computers in healthcare","volume":"5 8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73982967","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}
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