Cloud Computing is a field of computer science in which user can access resources remotely through browser .Cloud Computing increases the speed of accessing the services in very much less cost without actually deploy them. It decreases the time from implementing the software to actually deploy it. Cloud Computing users can access resources on demand. Cloud provides the on demand services, virtualization and open source. The data owner can stored and access the data from the cloud with the help of cloud service provider. In the large organizations the data which is stored on the cloud is accessed by the many users of the same organization. In such a case the problem of inconstancy may arise, because the unauthorized user can delete or modify the data. If the two persons are accessing the same data at same time, then read-write, write-read conflicts may arise. In this, I even have designed wireless clump rule with the assistance node degree, Stability issue, and weight and CH choice. In this work, there is data duplication and data redundancy problem that I have faced and some other problem are the network life time problem due to the redundancy and transmission energy is lost, so there is energy consumption problem. Due to these problems some other problems like scheduling problem.
{"title":"Data Transmission in Clouds using Heed and Energy Efficient Routing Algorithm","authors":"Abhinash Singla, Renu Nagpal and Yogesh kumar","doi":"10.46501/ijmtst051008","DOIUrl":"https://doi.org/10.46501/ijmtst051008","url":null,"abstract":"Cloud Computing is a field of computer science in which user can access resources remotely through browser\u0000.Cloud Computing increases the speed of accessing the services in very much less cost without actually\u0000deploy them. It decreases the time from implementing the software to actually deploy it. Cloud Computing\u0000users can access resources on demand. Cloud provides the on demand services, virtualization and open\u0000source. The data owner can stored and access the data from the cloud with the help of cloud service provider.\u0000In the large organizations the data which is stored on the cloud is accessed by the many users of the same\u0000organization. In such a case the problem of inconstancy may arise, because the unauthorized user can\u0000delete or modify the data. If the two persons are accessing the same data at same time, then read-write,\u0000write-read conflicts may arise. In this, I even have designed wireless clump rule with the assistance node\u0000degree, Stability issue, and weight and CH choice. In this work, there is data duplication and data\u0000redundancy problem that I have faced and some other problem are the network life time problem due to the\u0000redundancy and transmission energy is lost, so there is energy consumption problem. Due to these problems\u0000some other problems like scheduling problem.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90228719","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}
Wireless sensor networks comprises of many individual nodes which interconnect to form a system that operates as one. These sensor nodes play the main task of sensing the environmental conditions and maybe control them too. A WBAN consist of portable, miniaturized, and independent sensor nodes for monitoring body function for health, sporting, emergency and entertainment, applications. It provides long term health monitoring of patients under natural physiological states without constraining their normal activities. In body sensor networks it allows communication between implanted devices and remote monitoring.The proposed algorithm reduces the chances the chances of fault in the network. The proposed and existing algorithms are implemented in NS2 and results are analyzed in terms of certain parameters
{"title":"Relay Node Based Fault Recovery Technique in IEEE 802.15.4 based WBAN","authors":"Preeti Sharma, Preety Sharma and Rakesh Kumar","doi":"10.46501/ijmtst051236","DOIUrl":"https://doi.org/10.46501/ijmtst051236","url":null,"abstract":"Wireless sensor networks comprises of many individual nodes which interconnect to form a system that\u0000operates as one. These sensor nodes play the main task of sensing the environmental conditions and maybe\u0000control them too. A WBAN consist of portable, miniaturized, and independent sensor nodes for monitoring\u0000body function for health, sporting, emergency and entertainment, applications. It provides long term health\u0000monitoring of patients under natural physiological states without constraining their normal activities. In body\u0000sensor networks it allows communication between implanted devices and remote monitoring.The proposed\u0000algorithm reduces the chances the chances of fault in the network. The proposed and existing algorithms are\u0000implemented in NS2 and results are analyzed in terms of certain parameters","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"76 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74332794","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}
Due to continues increase in usage of various sources of Energies, Solar energy becomes very popular source of renewable energy due to its several advantages. Systems such as Photovoltaic (PV) power systems have been widely used in many applications of generation and utilization of energy in many countries. But also, there are many urgent problems to cop up with the applications of PV Cells for the purpose of Power Generation and in the power systems such as low efficiency, high cost etc. The main Concentration is to how to improve efficiency. Since generally Photovoltaic (PV) arrays exhibit a nonlinear power–voltage (P–V) characteristic curve which have a variation with isolation and temperature. To achieve good efficiency, Maximum Power Point Tracking (MPPT) is a very important technology. There are various conventional MPPT schemes have been proposed and working on including Hill-Climbing (HC) , Perturb and Observe (P&O) , and Incremental Conductance (INC) etc. In this research work, the optimization methods for efficient tracking such as PSO and GSA are explored. The very essential and considered issue of this type of control (MPPT) is to how to achieve the best optimized status and this can be achieved by using evolutionary algorithms. PSO algorithm owns the characteristics methods like parallel processing, good robustness, and high probability of finding global optimal solution. By adding GSA with PSO ,it can be improved. Advantage of adding proposed GSAPSO algorithm greatly shortens the searching time, helpful in reducing the fluctuation of output waveform and thus improves the optimization and efficiency through particles dormancy and activation control, optimal number of particles algorithm and search sequence selection. It achieves a smooth starting for maximum power and achieves it in less time than the widely used other methods.
{"title":"A Research Study and Comparative Analysis of MPPT Controllers for PV Cells with Algorithmatic Structures","authors":"Jasvir Singh, Puneet Chopra and Simerpreet Singh","doi":"10.46501/ijmtst051235","DOIUrl":"https://doi.org/10.46501/ijmtst051235","url":null,"abstract":"Due to continues increase in usage of various sources of Energies, Solar energy becomes very popular\u0000source of renewable energy due to its several advantages. Systems such as Photovoltaic (PV) power systems\u0000have been widely used in many applications of generation and utilization of energy in many countries. But\u0000also, there are many urgent problems to cop up with the applications of PV Cells for the purpose of Power\u0000Generation and in the power systems such as low efficiency, high cost etc. The main Concentration is to how\u0000to improve efficiency. Since generally Photovoltaic (PV) arrays exhibit a nonlinear power–voltage (P–V)\u0000characteristic curve which have a variation with isolation and temperature. To achieve good efficiency,\u0000Maximum Power Point Tracking (MPPT) is a very important technology. There are various conventional MPPT\u0000schemes have been proposed and working on including Hill-Climbing (HC) , Perturb and Observe (P&O) , and\u0000Incremental Conductance (INC) etc. In this research work, the optimization methods for efficient tracking\u0000such as PSO and GSA are explored. The very essential and considered issue of this type of control (MPPT) is\u0000to how to achieve the best optimized status and this can be achieved by using evolutionary algorithms. PSO\u0000algorithm owns the characteristics methods like parallel processing, good robustness, and high probability of\u0000finding global optimal solution. By adding GSA with PSO ,it can be improved. Advantage of adding proposed\u0000GSAPSO algorithm greatly shortens the searching time, helpful in reducing the fluctuation of output waveform\u0000and thus improves the optimization and efficiency through particles dormancy and activation control, optimal\u0000number of particles algorithm and search sequence selection. It achieves a smooth starting for maximum\u0000power and achieves it in less time than the widely used other methods.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"324 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78006975","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 wireless body area network is the type of network which can sense the body conditions and pass sensed information to base station. The WBAN is the decentralized and self configuring type of network in which energy consumption is the major issue of the network. The routing protocols of wireless body area network can be categorized into certain classes. In this review paper, various routing protocols are reviewed and compared in terms of certain parameters
{"title":"Routing Protocols of Wireless Body Networks: A Review","authors":"Avinash Jethi, Preeti Sharma and Rakesh Kumar","doi":"10.46501/ijmtst050238","DOIUrl":"https://doi.org/10.46501/ijmtst050238","url":null,"abstract":"The wireless body area network is the type of network which can sense the body conditions and pass sensed\u0000information to base station. The WBAN is the decentralized and self configuring type of network in which\u0000energy consumption is the major issue of the network. The routing protocols of wireless body area network\u0000can be categorized into certain classes. In this review paper, various routing protocols are reviewed and\u0000compared in terms of certain parameters","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"73 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85525231","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}
Worldwide Interoperability for Microwave Access (referred to as WiMAX) is a MAC and physical layer wireless communications technology for outdoor broadband wireless coverage. The WiMAX standard leaves key areas of the protocol, including packet scheduling, frame packing, and modulation/coding adaptation, unspecified. In order to accurately model and analyze WiMAX, realistic assumptions must be used. Because WiMAX systems have not been widely studied, there is a disconnect between theoretical WiMAX systems and real-world deployed systems. In this paper we are mixing up the WLAN and Wimax protocols to make it more useful for various applications.
{"title":"To Design An Efficient Scheme For Mobility Of Nodes In Dynamic WSAN Based Upon Optimized Ad-ATMA","authors":"AbhinashSingla, Shikha and Meenakshi Sharma","doi":"10.46501/ijmtst050330","DOIUrl":"https://doi.org/10.46501/ijmtst050330","url":null,"abstract":"Worldwide Interoperability for Microwave Access (referred to as WiMAX) is a MAC and physical layer\u0000wireless communications technology for outdoor broadband wireless coverage. The WiMAX standard leaves\u0000key areas of the protocol, including packet scheduling, frame packing, and modulation/coding adaptation,\u0000unspecified. In order to accurately model and analyze WiMAX, realistic assumptions must be used. Because\u0000WiMAX systems have not been widely studied, there is a disconnect between theoretical WiMAX systems\u0000and real-world deployed systems. In this paper we are mixing up the WLAN and Wimax protocols to make it\u0000more useful for various applications.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"67 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86017973","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}
With advancement in technology, the process of question answering is the main field of research of text mining. In India, the natural language of people is mainly Hindi. In automatic question generation the system generate multiple choice questions automatically from Hindi text using question generation techniques. There are various approaches that can be used to generate the questions from a given text. This paper presents the review to various question generation techniques.
{"title":"A Review on Hindi Question Answering System","authors":"Amreen Kaur, Nishi and Beant Kaur","doi":"10.46501/ijmtst051189","DOIUrl":"https://doi.org/10.46501/ijmtst051189","url":null,"abstract":"With advancement in technology, the process of question answering is the main field of research of text\u0000mining. In India, the natural language of people is mainly Hindi. In automatic question generation the system\u0000generate multiple choice questions automatically from Hindi text using question generation techniques. There\u0000are various approaches that can be used to generate the questions from a given text. This paper presents the\u0000review to various question generation techniques.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87933383","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}
Vehicular Ad Hoc Network (VANETs) are required to play a significant job in our lives. They will improve traffic security and welcome an upheaval on the driving experience. In any case, these benefits are balanced conceivable assaults that undermine the vehicle's security, yet additionally travelers lives. One of the most widely recognized ones is the Sybil assault, which is more risky than others since it could be the beginning stage of numerous different assaults in VANETs. This paper proposes a dispersed methodology permitting the discovery of Sybil at tacks utilizing the traffic flow hypothesis. The key thought here is that every vehicle will screen its neighborhood so as to identify a possible Sybil assault. This is accomplished by contrasting between the genuine precise speed of the vehicle and the one evaluated utilizing the V2V correspondences with vehicles in the region. This evaluated speed is acquired utilizing the traffic flow principal chart of the street's segment where the vehicles are moving. A numerical model that assesses the pace of Sybil assault discovery air conditioning cording to the traffic thickness is proposed. At that point, this model is approved through some broad re-enactments directed utilizing the notable NS3 arrange test system together with SUMO traffic test system.
{"title":"A Macroscopic Traffic Model-based Approach for Sybil Attack Detection in VANETs","authors":"Vikas Kumar Garg, Arshdeep Singh and Pranab Garg","doi":"10.46501/ijmtst050329","DOIUrl":"https://doi.org/10.46501/ijmtst050329","url":null,"abstract":"Vehicular Ad Hoc Network (VANETs) are required to play a significant job in our lives. They will improve traffic\u0000security and welcome an upheaval on the driving experience. In any case, these benefits are balanced\u0000conceivable assaults that undermine the vehicle's security, yet additionally travelers lives. One of the most\u0000widely recognized ones is the Sybil assault, which is more risky than others since it could be the beginning\u0000stage of numerous different assaults in VANETs. This paper proposes a dispersed methodology permitting\u0000the discovery of Sybil at tacks utilizing the traffic flow hypothesis. The key thought here is that every vehicle\u0000will screen its neighborhood so as to identify a possible Sybil assault. This is accomplished by contrasting\u0000between the genuine precise speed of the vehicle and the one evaluated utilizing the V2V correspondences\u0000with vehicles in the region. This evaluated speed is acquired utilizing the traffic flow principal chart of the\u0000street's segment where the vehicles are moving.\u0000A numerical model that assesses the pace of Sybil assault discovery air conditioning cording to the traffic\u0000thickness is proposed. At that point, this model is approved through some broad re-enactments directed\u0000utilizing the notable NS3 arrange test system together with SUMO traffic test system.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89743243","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}
A system named ‘Our Indian Shop’ has been developed and presented in this paper. This system involves an android application, a website and an IVR system for online selling and delivery of agricultural products from farmers to the consumers directly at the market price without the involvement of any middleman. It provides facilities of online shopping of essentials from consumers’ nearby shops as the delivery options will be localized according to pin code to lower the risks of spreading of Covid-19. It also supports selling of groceries, vegetables, and medicines by relevant shop owners directly to the consumers. It enhances the employment as delivery personnel for economically backward people or daily wagers who have lost their livelihood due to the pandemic. The IVR system is to be provided to make all the above facilities available in the offline mode for technologically backward classes, for efficient working of the system in a digital divide environment. The prime objective of this development is to promote social distancing and provide efficient technical solutions for sustainability in the post pandemic world. Our Indian Shop is an all in one platform which provides the online facilities of shopping and selling as well as it will help to enhance the employment and prevent the brokerage charges.
{"title":"OUR INDIAN SHOP – E-Commerce Website Interconnecting the Farmers, Shopkeepers, Delivery Personnel and Consumers","authors":"","doi":"10.46501/ijmtst0712003","DOIUrl":"https://doi.org/10.46501/ijmtst0712003","url":null,"abstract":"A system named ‘Our Indian Shop’ has been developed and presented in this paper. This system involves an android\u0000application, a website and an IVR system for online selling and delivery of agricultural products from farmers to the\u0000consumers directly at the market price without the involvement of any middleman. It provides facilities of online\u0000shopping of essentials from consumers’ nearby shops as the delivery options will be localized according to pin code\u0000to lower the risks of spreading of Covid-19. It also supports selling of groceries, vegetables, and medicines by\u0000relevant shop owners directly to the consumers. It enhances the employment as delivery personnel for economically\u0000backward people or daily wagers who have lost their livelihood due to the pandemic. The IVR system is to be\u0000provided to make all the above facilities available in the offline mode for technologically backward classes, for\u0000efficient working of the system in a digital divide environment. The prime objective of this development is to\u0000promote social distancing and provide efficient technical solutions for sustainability in the post pandemic world. Our\u0000Indian Shop is an all in one platform which provides the online facilities of shopping and selling as well as it will help\u0000to enhance the employment and prevent the brokerage charges.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88087855","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 world is facing significant environmental challenges like improving the standard of air, soil, and water. Currently, industry is that specialize in detecting pollutants (from chemical spills, fertilizer and pesticide run-off), improving industrial and mining sites, treating contaminants and stopping further pollution. A potential solution to those problems is to use nanomaterials. Nanomaterials are often wont to assist with cleaning the environment and even provide efficient energy solutions, like nanomaterial based solar cells additionally to the present, nanomaterials help to enhance the standard and performance of the many consumer products. As results of this, the exposure to made nanomaterials is increasing day-by-day. However, there are both positive and negative impacts on the environment thanks to nanotechnology.Recent advances in nanotechnology have shown numerous societal benefits through the event or improvement of smart materials. Several engineered nanomaterials (ENMs) are produced during the last years which will be found in related sectors like health, food, home, automotive, electronics, and computers (Hansen et al., 2016). The estimated output of ENMs produced was up to 270,000 metric tons/year and during this case considering only SiO2, TiO2, FeOx, AlOx, ZnO, and CeO2 nanoparticles.
世界正面临着重大的环境挑战，如改善空气、土壤和水的标准。目前，工业是专门检测污染物(从化学品泄漏，化肥和农药径流)，改善工业和采矿场所，处理污染物和阻止进一步的污染。解决这些问题的一个潜在方法是使用纳米材料。纳米材料通常有助于清洁环境，甚至提供有效的能源解决方案，如纳米太阳能电池。此外，纳米材料有助于提高许多消费产品的标准和性能。因此，人造纳米材料的暴露日益增加。然而，纳米技术对环境既有积极的影响，也有消极的影响。纳米技术的最新进展已经通过智能材料的事件或改进显示了许多社会效益。在过去几年中生产了几种工程纳米材料(enm)，这些材料将用于健康、食品、家庭、汽车、电子和计算机等相关领域(Hansen et al.， 2016)。在此情况下，仅考虑SiO2、TiO2、FeOx、AlOx、ZnO和CeO2纳米颗粒，enm的估计产量高达27万吨/年。
{"title":"Impact of Nanotechnology on Environment – A Review","authors":"Subhadra Rajpoot","doi":"10.46501//ijmtst0710026","DOIUrl":"https://doi.org/10.46501//ijmtst0710026","url":null,"abstract":"The world is facing significant environmental challenges like improving the standard of air, soil, and water. Currently, industry is that specialize in detecting pollutants (from chemical spills, fertilizer and pesticide run-off), improving industrial and mining sites, treating contaminants and stopping further pollution. A potential solution to those problems is to use nanomaterials. Nanomaterials are often wont to assist with cleaning the environment and even provide efficient energy solutions, like nanomaterial based solar cells additionally to the present, nanomaterials help to enhance the standard and performance of the many consumer products. As results of this, the exposure to made nanomaterials is increasing day-by-day. However, there are both positive and negative impacts on the environment thanks to nanotechnology.Recent advances in nanotechnology have shown numerous societal benefits through the event or improvement of smart materials. Several engineered nanomaterials (ENMs) are produced during the last years which will be found in related sectors like health, food, home, automotive, electronics, and computers (Hansen et al., 2016). The estimated output of ENMs produced was up to 270,000 metric tons/year and during this case considering only SiO2, TiO2, FeOx, AlOx, ZnO, and CeO2 nanoparticles.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"7 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85427287","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}
Medical image diagnosis by machine decrease the doctor load and increases the efficiency of treatment as well. Many of diagnosis process depends on chemical data and some are depend on digital images. This work focus on brain tumor medical image diagnosis by segmenting the tumor region in the image. For tumor detection neural network was trained by the model. Selected features extract from the image by fish schooling genetic algorithm for training of neural network It was obtained that fish schooling based genetic feature selection has increases the detection accuracy of trained model. Experiment was done on real dataset and results compared with existing techniques of tumor detection from MRI images.
{"title":"Medical Image Segmentation by Fish Schooling Algorithm and Neural Network","authors":"K V Sandeep, Manoj Dandamudi and P Dhanusha","doi":"10.46501/ijmtst0710009","DOIUrl":"https://doi.org/10.46501/ijmtst0710009","url":null,"abstract":"Medical image diagnosis by machine decrease the doctor load and increases the efficiency of treatment as well. Many of diagnosis\u0000process depends on chemical data and some are depend on digital images. This work focus on brain tumor medical image\u0000diagnosis by segmenting the tumor region in the image. For tumor detection neural network was trained by the model. Selected\u0000features extract from the image by fish schooling genetic algorithm for training of neural network It was obtained that fish\u0000schooling based genetic feature selection has increases the detection accuracy of trained model. Experiment was done on real\u0000dataset and results compared with existing techniques of tumor detection from MRI images.","PeriodicalId":13741,"journal":{"name":"International Journal for Modern Trends in Science and Technology","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75321747","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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