International Journal of Information Technology, Research and Applications最新文献

SOLVING FUZZY FRACTIONAL HEAT EQUATION USING HOMOTOPY PERTURBATION SUMUDU TRANSFORM METHOD 用同调扰动苏木杜变换法求解模糊分式热方程

International Journal of Information Technology, Research and Applications Pub Date : 2023-12-12 DOI: 10.59461/ijitra.v2i4.62

Gethsi Sharmila, Luvis Savla

引用次数: 0

GENETIC ALGORITHM AND RANDOM FOREST CLASSIFIER FUSION: A CUTTING-EDGE APPROACH FOR BREAST CANCER DIAGNOSIS 遗传算法与随机森林分类器的融合：乳腺癌诊断的前沿方法

International Journal of Information Technology, Research and Applications Pub Date : 2023-12-12 DOI: 10.59461/ijitra.v2i4.75

Veeramani Veerapathran, Faiza Bait Ali Suleiman, Antonyraj Martin, Rajesh Menon K

{"title":"GENETIC ALGORITHM AND RANDOM FOREST CLASSIFIER FUSION: A CUTTING-EDGE APPROACH FOR BREAST CANCER DIAGNOSIS","authors":"Veeramani Veerapathran, Faiza Bait Ali Suleiman, Antonyraj Martin, Rajesh Menon K","doi":"10.59461/ijitra.v2i4.75","DOIUrl":"https://doi.org/10.59461/ijitra.v2i4.75","url":null,"abstract":"Breast cancer was a significant cause of mortality in women worldwide, highlighting the importance of early detection in improving patient survival rates. Although machine learning algorithms had shown effectiveness in diagnosing breast cancer, there was still room for improvement. This paper introduced a ground-breaking method that combined Genetic Algorithms (GAs) with Random Forest Classifiers (RFCs) for breast cancer diagnosis. GA’s were used to select the most informative features from the breast cancer dataset, while RFCs were employed to classify the data into cancerous and non-cancerous cases. The proposed approach was evaluated on a publicly available breast cancer dataset, and the results demonstrated a remarkable accuracy of 79.31%, surpassing the accuracy of RFCs without GA-based feature selection (77.58%). This innovative approach held great promise in improving the accuracy of early diagnosis and potentially saving lives. By leveraging the strengths of GAs and RFCs, this novel approach offered an effective means of diagnosing breast cancer and had the potential to revolutionize early detection practices.","PeriodicalId":187267,"journal":{"name":"International Journal of Information Technology, Research and Applications","volume":"31 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139008551","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

Applying Scrum in A Game Development Life Cycle For Small Scale Game Project 在小型游戏项目的游戏开发生命周期中应用 Scrum

International Journal of Information Technology, Research and Applications Pub Date : 2023-12-12 DOI: 10.59461/ijitra.v2i4.73

Yehezkiel Yosua Parlindungan Siahaan, Yani Widyani, M. Z. C. Candra

{"title":"Applying Scrum in A Game Development Life Cycle For Small Scale Game Project","authors":"Yehezkiel Yosua Parlindungan Siahaan, Yani Widyani, M. Z. C. Candra","doi":"10.59461/ijitra.v2i4.73","DOIUrl":"https://doi.org/10.59461/ijitra.v2i4.73","url":null,"abstract":"This research aims to develop a GDLC game development life cycle that focuses on the core stages of software development process. This GDLC proposal consists of 4 stages, namely Pre-Production, Production, Testing, and Release. This proposed GDLC is expected to provide adaptive but consistent guidance for game project design. These conditions are suitable for small-scale game development teams, with small project scales, and short work periods (under 1 year). \u0000Pre-Production functions as the initial stage for creating the basis game design for the project linearly. Production, which is carried out using the Scrum approach, is the stage of video game development based on that previously made design. The Testing phase ensures the quality of the game through overall game testing. Lastly, the Release phase includes completing documentation for post-release planning. \u0000This GDLC was designed by summarizing the core stages of various existing GDLCs and SDLCs related to multimedia software development. Scrum is implemented per stage, with iteration loops starting and finishing within that stage. However, in general, this GDLC is linear. This GDLC is validated with a case study of an actual video game development to ensire its efficiency in helping game developers.","PeriodicalId":187267,"journal":{"name":"International Journal of Information Technology, Research and Applications","volume":"25 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139008627","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

INCEPTION TO SENSOR AND IoT TECHNOLOGY 传感器和物联网技术入门

International Journal of Information Technology, Research and Applications Pub Date : 2023-12-12 DOI: 10.59461/ijitra.v2i4.61

Kowsalyadevi, N.V. Balaji

{"title":"INCEPTION TO SENSOR AND IoT TECHNOLOGY","authors":"Kowsalyadevi, N.V. Balaji","doi":"10.59461/ijitra.v2i4.61","DOIUrl":"https://doi.org/10.59461/ijitra.v2i4.61","url":null,"abstract":"The Internet of Things (IoT) is the recent research topic. The term “Internet of Things\" (IoT) is a term that was conceived in 1999 by Kevin Ashton. The Internet of Things (IoT) is a network of physical objects or \"things\" that are embedded with devices, software, sensors, and networking in order to provide more value. By sharing data with the manufacturer, and by providing service operator or other devices that are linked, every single element is different. It is distinguishable due to its embedded computing system, but able to work together in the current internet. The IoT is being implemented in every hook and corner of industry and personal life of people. Governments are taking note and examining IoT from different perspectives. One aspect is how IoT system can help with performance, analytics and other tasks. Intelligence and decision making are the most important aspects. It combines various sensors and objects to interact directly with one another without human interference. This research paper focuses on the state of the art of IoT architecture. It has four significant layers, the Perception Layer, Network Layer, Middle Layer and Application Layer. The sensors can provide information on emerging health-care issues. Sensors have recently been considered as one of the most rapidly developing fields in physics, electronics, and biotechnology, and it is the one that has benefited the most from advances in individual microelectronics, optical, and computer sciences technologies.","PeriodicalId":187267,"journal":{"name":"International Journal of Information Technology, Research and Applications","volume":"21 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139007254","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

Fully Functional Shopping Mall Application – ShopVista 全功能购物商城应用程序 - ShopVista

International Journal of Information Technology, Research and Applications Pub Date : 2023-12-12 DOI: 10.59461/ijitra.v2i4.74

D.I. De Silva, W. A. C. Pabasara, A.H.J.S.S. Dias, K.J.M. Hansani, A.G.T. Dewinda, S.A.N.S.H. Niyangoda

{"title":"Fully Functional Shopping Mall Application – ShopVista","authors":"D.I. De Silva, W. A. C. Pabasara, A.H.J.S.S. Dias, K.J.M. Hansani, A.G.T. Dewinda, S.A.N.S.H. Niyangoda","doi":"10.59461/ijitra.v2i4.74","DOIUrl":"https://doi.org/10.59461/ijitra.v2i4.74","url":null,"abstract":"In today's fast-paced world, shopping has become an integral part of daily life for most individuals. However, the demands of busy lifestyles have left limited time for this essential activity, prompting a quest for quicker and more convenient shopping solutions. Shoppers encounter a range of challenges, including uncertainty about product availability, navigating extensive shopping malls, and occasionally forgetting intended purchases. To address these issues, this paper introduces a comprehensive shopping mall application that offers a solution to modern shopping dilemmas. The proposed application offers a wealth of features, including detailed information about every shop within a mall, real-time updates on product availability, the ability to create and manage customer wish lists, and an interactive mall map. This multifaceted system comprises a mobile application designed for the Android platform and a robust server-side module serving as the central database connecting customers and shop owners. Additionally, there is a web service interface that allows administrators to efficiently manage functions within this system. This research paper outlines the conceptualization, development, and implementation of this cutting-edge shopping mall application. By addressing the challenges faced by today's shoppers and harnessing the power of technology, the proposed solution seeks to enhance the shopping experience, offering both shoppers and mall operators a modern and efficient means of engagement.","PeriodicalId":187267,"journal":{"name":"International Journal of Information Technology, Research and Applications","volume":"93 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139008302","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

Domination Polynomials of Unidirectional Star 单向星型的支配多项式

International Journal of Information Technology, Research and Applications Pub Date : 2023-09-07 DOI: 10.59461/ijitra.v2i3.67

Sanal Kumar, Jithin Matthew

引用次数: 0

Performances of Level 1 and Level 2 Students in Basic Math under New General Foundation Program’s Prospectus: A Comparative Study 新普通基础课程大纲下一、二级学生基础数学成绩的比较研究

International Journal of Information Technology, Research and Applications Pub Date : 2023-09-07 DOI: 10.59461/ijitra.v2i3.64

Deogracias E. Joaquin, K P Santhosh Kumar

引用次数: 0

Inventory model for Exponential Deterioration Items with Power Dependent Demand 电力依赖需求下指数退化物品的库存模型

International Journal of Information Technology, Research and Applications Pub Date : 2023-09-07 DOI: 10.59461/ijitra.v2i3.70

A. L. Rao, Satyanarayana Bora

引用次数: 1

Numerical Techniques for Calculating Attainment of Course Outcome and Programme Outcome under NEP-2020 “新经济政策-2020”下课程成果及计划成果达到程度的数值计算技术

International Journal of Information Technology, Research and Applications Pub Date : 2023-06-22 DOI: 10.59461/ijitra.v2i2.53

A. Bhat, Farooq Ahmad, D. K. Jain, Audil Hussain, Shabir Ahmad

引用次数: 1

Online Service Booking Platform with Payment Integration 在线服务预订平台与支付集成

International Journal of Information Technology, Research and Applications Pub Date : 2023-06-22 DOI: 10.59461/ijitra.v2i2.54

S. K, Ankur singh, Gulshan Kumar, Vrindwan Kumar, Mahesh T R

引用次数: 1