Category Archives: Uncategorized

Deep Learning Approaches in Genomic Analysis: A Review of DNA Sequence Classification Techniques
Authors:- Vishakha Nerkar, Dr. Vinod Kimbahune

Abstract-In bioinformatics, DNA sequence classification poses many challenges due to its inherent complexity and volatility. In this paper, the difficulties in applying deep learning techniques to DNA sequence classification are examined. Variable sequence lengths, complex data representation, and the requirement for efficient feature extraction are all highlighted by the analysis. Moreover, when developing a model, factors like uneven data distributions, interpretability issues, and the possibility of overfitting must be carefully considered. Deep learning in genomic analysis has tremendous potential, but there are still many unanswered questions. Using transfer learning and genomics domain expertise can help overcome some of these obstacles. Despite these challenges, applying deep learning methods could greatly improve our comprehension of genetic data and how it relates to health and illness. Researchers can move the field toward transformative work by taking on these obstacles. Discoveries in genomic medicine and beyond.

DOI: 10.61137/ijsret.vol.10.issue2.153

Published by: vikaspatanker

Breast Cancer Detection Using Texture Analysis and Convolutional Neural Network
Authors:- Ashutosh Gupta, Surbhi Goria, Pallavi Awasare

Abstract-Breast cancer is a big problem for women all over the world and it can make them very sick. Researchers have worked hard to improve how we diagnose and detect this disease accurately. It remains one of the most life-threatening illnesses, affecting about one in eight women. The unclear causes make it challenging to manage, and prevention is difficult. So, early detection becomes crucial. This paper wants to explain a clear way to find breast cancer early by using computer tools to analyze images. It will explain the steps involved, such as image enhancement, segmentation, and feature extraction, utilizing a Convolutional Neural Network (CNN).

DOI: 10.61137/ijsret.vol.10.issue2.152

Published by: vikaspatanker

Age and Gender Prediction from Facial Images Using Deep Learning Approach
Authors:-Associate Professor Dr. A. Selva Reegan, Adan C Benedict, Jeevithan S, Hari B L, Raghul Babu J

Abstract- significant attention due to its wide range of applications in various facial investigations. This research paper presents a comprehensive approach utilizing convolutional neural networks (CNN) and deep learning methodologies to develop a gender and age detection system. The paper explores the underlying algorithms and techniques employed in CNN models for gender classification and age estimation, highlighting their synergy and integration. The primary objective of this study is to leverage deep learning techniques to create an accurate gende and age detector capable of providing approximate predictions for human faces in images. Additionally, the paper discusses the significance of this technology and its potential impact on improving everyday lives. Further- more, the research paper emphasizes the diverse range of applications where such technology can be effectively utilized. These applications span across various domains, including intelligence agencies, CCTV cameras, policing, and matrimony websites. The potential benefits and implications of implementing gender and age detection systems in these areas are explored. Overall, this research paper provides insights into the development of a gender and age detection system using deep learning and highlights its potential applications in different sectors, showcasing the value and impact it can have on society .]Automatic age and gender prediction from facial images has gained significant attention due to its wide range of applications in various facial investigations. This research paper presents a comprehensive approach utilizing convolutional neural networks (CNN) and deep learning methodologies to develop a gender and age detection system. The paper explores the underlying algorithms and techniques employed in CNN models for gender classification and age estimation, highlighting their synergy and integration. The primary objective of this study is to leverage deep learning techniques to create an accurate gender and age detector capable of providing approximate predictions for human faces in images. Additionally, the paper discusses the significance of this technology and its potential impact on improving everyday lives. Further- more, the research paper emphasizes the diverse range of applications where such technology can be effectively utilized. These applications span across various domains, including intelligence agencies, CCTV cameras, policing, and matrimony websites. The potential benefits and implications of implementing gender and age detection systems in these areas are explored. Overall, this research paper provides insights into the development of a gender and age detection system using deep learning and highlights its potential applications in different sectors, showcasing the value and impact it can have on society .

DOI: 10.61137/ijsret.vol.10.issue2.312

Published by: Kajal Tripathi

A Blockchain-based Approach for Drug Traceability in Healthcare Supply Chain
Authors:-Assistant Professor Mrs.J.Sunanthini, Ashina.R, Priskila.B, Pushpa Lincy.J, Sanju.P

Abstract- Counterfeit drugs are an immense threat for the pharmaceutical industry worldwide due to limitations of supply chain. Our proposed solution can overcome many challenges as it will trace and track the drugs while in transit, give transparency along with robust security and will ensure legitimacy across the supply chain. It provides a reliable certification process as well. Fabric architecture is permissioned and private. Hyperledger is a preferred framework over Ethereum because it makes use of features like modular design, high efficiency, quality code and open-source which makes it more suitable for B2B applications with no requirement of cryptocurrency in Hyperledger Fabric. QR generation and scanning are provided as a functionality in the application instead of bar code for its easy accessibility to make it more secure and reliable. The objective of our solution is to provide substantial solutions to the supply chain stakeholders in record maintenance, drug transit monitoring and vendor side verification.

DOI: 10.61137/ijsret.vol.10.issue2.311

Published by: Kajal Tripathi

Stabilization of Black Soil Using Lime and Jute Fibre
Authors:-P.Prabhu, S.Kamaleshwaran, B.Yogeshvaran, R.Ajith

Abstract- Black cotton soil is a type of expansive soil that exhibits high swelling and shrinking behavior due to changes in moisture content, causing damages to structures built on it. This study aims to improve the engineering properties of black cotton soil by stabilizing it with lime and jute fibre, which are natural and eco-friendly materials. The soil samples were prepared with different proportions of lime (10%, 20%, and 30%) and jute fibre (10%, 20%, and 30%) and tested for shrinkage limit, unconfined compressive strength, and California bearing ratio. The results showed that the addition of lime and jute fibre reduced the shrinkage limit, increased the unconfined compressive strength and the California bearing ratio of the soil, indicating an improvement in the soil stability and bearing capacity. Soil is a base of structure, which actually supports the structure from beneath and distributes the load effectively. If the stability of the soil is not adequate then failure of structure occurs in form of settlement, cracks etc. Expansive soil also known as black cotton soil is more responsible for such situations and this is due to presence of montmorillonite mineral in it, which has ability to undergo large swelling and shrinkage. To overcome this, properties of soil must be improved by artificial means. Soil reinforcement technique is one of the most popular techniques used for improvement of poor soils. Metal strips, synthetic geotextiles, geogrid sheets, natural geotextiles, randomly distributed, synthetic and natural fibres are being used as reinforcing materials to soil. The study concluded that lime and jute fibre can be effectively used as soil stabilizers for black cotton soil.

DOI: 10.61137/ijsret.vol.10.issue2.306

Published by: Kajal Tripathi

Scholars and other academic research individuals seek free research paper publication sites to publish their research paper and articles they have written so that other researchers or knowledge seekers around the world can be aware of the research findings and outcomes. Writing a research paper in itself is a tough job. Research in any area requires lots of effort and hardwork. Doing so first of all researchers advises to seek previously published research papers in their research domain. It helps them in developing better understanding of the research area along with requirements for future development.

Submit Your Paper  / Check Publication Charges

It is known to everyone that nothing is free in this world. Although some journals provide free publication which helps authors to highlight their research work among audiences sharing similar interests. But the approach used by them to share research work is not upto the mark. This blog will help scholars in finding the free research paper publication sites.

How to find free research paper publication sites

The internet world is full of numerous websites that show free research paper publication sites on their platform. Most of the sites lack genuine information and others run paid subscriptions to show the authentic and valid information. Due to the given condition how a student or scholar new to their respective fields would get their hands on trending and innovative research publications or get to know the platforms that assist them in getting their work present to the world of researchers.

No reviewer support – Many free publication sites do not have reviewers in all the domains. Sometimes authors have to suggest reviewers

Less chances of article indexing- Article indexing helps authors in reaching towards the targeted audiences fast as compared to other sources. Free publishing journals usually won’t work for indexing of their journals on different platforms. So there will be less chances of article indexing.

Limited reach – most of the journal with free publication has limited reach so publishing in this kind of journal has no benefit. It would be wise to check the presence of the journal at different portals so that articles can be reached to the targeted audiences.

Published by: Neeraj Mishra

Design and Performance Analysis of Electrochemical Micro Machining on GI Sheet
Authors:-M. Maniyarasan, A. Premkumar, S. Vigneshwaran, S. Surya

Abstract-Galvanized iron is manufactured and used for wide variety of purposes but its primary use is for sheet metal roofing and other building materials, such as metal framing studs, metal roof shingles and fencing. It may be used in future as micro level applications on the field of science and Nano technology. The current techniques for micro manufacturing mostly are silicon based. These manufacturing techniques are not suitable for use in demanding applications like aerospace and biomedical industries. Electrochemical micromachining (ECMM) can machine hard metals and alloys at micrometer scale. So, we developed a cost efficient electrochemical micromachining with feed control setup and conduct a performance analysis of electrochemical micromachining on GI sheet to find out the efficient parameters value required for GI sheet to perform a micro hole in electrochemical micromachining.

DOI: 10.61137/ijsret.vol.10.issue2.299

Published by: Kajal Tripathi

To Evaluate the Proposed Routing Protocol Across Several Networks Circumstances
Authors:-Assistant Professor Thrisha V.S., Professor Dr. T.N. Anitha

Abstract-This Internetv of Thingsv (IoTv)v has become one of the greatest noteworthy areas of computing because to the quick development of technology and internet-connected gadgets. IoTv ecosystem-targeting standards, technologies, and platforms are being created quickly. For a variety of uses, including healthcare, home automation, disaster recovery, and industry automation, IoTv makes it possible for things to communicate and plan activities. Itv isv anticipated that it will eventually cover even more applications. This article examines several standards developed by the IEEEv, IETFv, and ITUv that support technologies allowing the explosive rise of IoTv. To fulfil the needs of the IoTv, these standards encompass protocols for the communicationsv, routingv, networkv, and sessionv layers. The issue also includes management and security standards, providing details on the research being done to address these difficulties in addition to the current IoTv challenges. We propose simulation-based research to put a number on how important a cross-layerv designv is for better-quality QoSv sustenance in radiocommunication adv hocv systems. Using the J-Simv simulator, we contrast the layered architecture utilizing the AODVv routing protocol with the CROSS-LAYERv Engine design using QoS-PARv as a routing protocol. We make use of J-Sim since cross-layer implementations are suited for it. In addition to the recommended routing protocol, QoS-PARv, and the LYMPv protocol, we used it to create the entire CROSS LAYERv Engine architecture. The movement of nodes in mobile ad hoc networks frequently changes the network structure, making routing in MANETsv a challenging problem. The efficient routing algorithms could considerably benefit mobile ad hoc networks in terms of performance and reliability. Such networks have been the subject of several routing protocol proposals thus far. There have been some studies published in the literature evaluating the performance of suggested routing protocols under CBRv traffic with various network conditions, but little attention has been paid to evaluating their performance when applied to traffic generators other than CBRv, such as FTPv, TELNETv, etcv. The complexity of traffic in actual applications is not reflected by CBRv trafficv, and the trafficv scenarios described here are more like the network loads experienced by MANETsv in the real world. This article examines the performance of the three routing protocols AODVv, DSRv, and WRPv for FTPv, TELNETv, and CBRv traffic in terms of packet delivery ratio, throughput, average end-to-end delay, and routing message overhead. Many network circumstances are considered, including the effects of modifying the halt length and the quantity of source destinations. For the consolidation and centralization of the public safety network’s main services, it is essential to assess which routing protocol provides the best performance and throughput in a mission-criticalv setting. The following routingv protocolsv are evaluated: Routingv Informationv Protocolv (RIPv), Openv Shortestv Pathv Firstv (OSPFv), Interior Gatewayv Routingv Protocolv (IGRP), and Enhancedv Interiorv Gatewayv Routingv Protocolv (EGIRPv). Convergencev, throughputv, and queuingv delay are also evaluated. The network is simulated using Riverbed Modeler Academic Edition 17.5vv. According to a study of the results, which procedure should be utilized.

DOI: 10.61137/ijsret.vol.10.issue2.147

Published by: vikaspatanker

3D CAD Modeling of Digital Spring Load Testing Machine with Touchscreen Interface
Authors:-Yash Mendhekar, Dinesh Sahare, Jay Raut, Shubham Gupta, Aftab Ahmad, Dr. I. A. Khan

Abstract-The 3D CAD modeling of a digital spring load testing machine with a touchscreen interface represents a significant advancement in testing technology, offering enhanced user interaction and control capabilities. This abstract provides an overview of the key aspects and benefits of designing such a sophisticated testing system. The digital spring load testing machine with a touchscreen interface combines state-of-the-art 3D CAD modeling techniques with intuitive user interface design to create a powerful testing apparatus. The 3D CAD modeling process involves the creation of detailed virtual representations of the machine’s components, including the frame, loading mechanism, measuring instruments, and touchscreen interface. These components are meticulously designed to ensure structural integrity, precision, and ease of assembly. The integration of a touchscreen interface enhances the usability and functionality of the spring load testing machine, allowing users to interact with the system in a more intuitive and efficient manner. The touchscreen interface provides a visual and interactive platform for controlling test parameters, monitoring test progress, and analyzing test results in real time. This intuitive interface streamlines the testing process, reduces the risk of user error, and enhances overall productivity.

DOI: 10.61137/ijsret.vol.10.issue2.147

Published by: vikaspatanker

Many students and scholars new to the research field do not have much idea about the publication process and other things. As they are in the initial stage of their career or in the final year of their degrees, they lack funds and other resources. These types of scarcity motivate them to seek free journals to publish research papers. This blog will let you know the perks and disadvantages of publishing in both free and paid journals.

Submit Your Paper  / Check Publication Charges

Drawbacks of publishing in free journal

• No open access – Generally free publishing platforms do not provide open access to its databases. Which restricts the reach of the research paper findings or further research on the same.
• Time taking – Although free publishing journals are good but they take more time as compared to the paid ones. In many paid journals the author is notified sooner regarding their paper status like accept, reject, resubmit etc. whereas free journals take time even in sharing preliminary status of the research article.
• Less acceptance rate – Many journals that are published for free have a very low acceptance rate. If submitted research papers lacking something from the prescribed format they immediately get rejected.
• Restricted reach – journals published for free have limited sources and they do not work excessively to promote research papers or articles published on their platform. It constraints the reach of the paper to a wider audience and does not help in fulfilling the primary motive of publishing a research paper.

Benefits of publication in a paid journal

Fast review process – Journals that provide paid publication have a fast review process compared to the free ones.

Open access – Generally paid International journals provide open access to its database to all the visitors whether it is students, professionals or others having interest in research related projects. This facility helps authors in gaining wider reach to their published research paper or article.

Indexings – International journals having indexing of different platforms ensures the broader reach to the published article. Scholars and other academic research individuals related to the same field can find the article from different sites and use the knowledge as per their need.

Reviewer support – Scholars and researchers who submitted papers in a paid journal do not have to concern about reviewers because journals arrange reviewers as per the content and research areas of the submitted article.

Quick response – One can resolve their queries regarding publication faster in a paid international journal as they reply sooner than the free publication platforms. Communication feasibility reduces the processing time and provides fast publications.

Published by: Neeraj Mishra