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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 3 | Month- March 2026

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Volume 10 | Issue 5

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  Paper Title: A STUDY ON E RECRUITMENT DURING PANDEMIC AT ALLSEC TECHNOLOGIES

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205070

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205070

  Register Paper ID - 219249

  Title: A STUDY ON E RECRUITMENT DURING PANDEMIC AT ALLSEC TECHNOLOGIES

  Author Name(s): R. SIDDHARTHAN, DR.A. PALANI

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a571-a575

 Year: May 2022

 Downloads: 603

 Abstract

The success of every organization depends on its human capital, and recruitment by the human resource department is vital in generating organizational human capital. In the past twenty years, the traditional paper-based method of recruitment has been replaced to some extent by electronic recruiting (e-recruitment) in many organizations as many organizations are now utilizing e-recruitment to post jobs and accept resumes on the internet, and correspond with applicants by e-mail due to the outbreak of covid-19. In this paper, recruitment and e-recruitment process of Allsec technologies are theoretically defined, summarized and synthesized and the various benefits accruing to organizations for adopting electronic recruiting are highlighted. I also identified gaps and opportunities for future research and proposed some testable research questions in the domain of e-recruitment, as well as suggested research methods that can be utilized in future research to answer the proposed questions. Important contributions of this paper are highlighted.


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  Paper Title: VISHWA SAMAJ MEY LOKTANTRIK VIMARSH AUR DIGITAL TAKNIK KI CHUNAUTIYAN

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205069

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205069

  Register Paper ID - 219239

  Title: VISHWA SAMAJ MEY LOKTANTRIK VIMARSH AUR DIGITAL TAKNIK KI CHUNAUTIYAN

  Author Name(s): Neeraj Kumar Rai

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a567-a570

 Year: May 2022

 Downloads: 541

 Abstract


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  Paper Title: X-RAYS INDUCED MODIFICATIONS IN THE DENSITY AND SURFACE TENSION OF ALBINO RAT�S BLOODX-RAYS INDUCED MODIFICATIONS IN THE DENSITY AND SURFACE TENSION OF ALBINO RAT�S BLOOD

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205068

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205068

  Register Paper ID - 218916

  Title: X-RAYS INDUCED MODIFICATIONS IN THE DENSITY AND SURFACE TENSION OF ALBINO RAT�S BLOODX-RAYS INDUCED MODIFICATIONS IN THE DENSITY AND SURFACE TENSION OF ALBINO RAT�S BLOOD

  Author Name(s): Ravi Jain, Sharique A Ali, Syed Nasir Ali

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a561-a566

 Year: May 2022

 Downloads: 539

 Abstract


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  Paper Title: ROMANTICISM IN LITERATURE

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205067

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205067

  Register Paper ID - 218817

  Title: ROMANTICISM IN LITERATURE

  Author Name(s): Dr. Anupama Jena

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a555-a560

 Year: May 2022

 Downloads: 1665

 Abstract


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Romantic, civilization, society, particular, century, common, spontaneous, personal

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  Paper Title: DESIGN AND IMPLEMENTATION OF PLANT DISEASES DETECTION USING AGRICULTURAL DRONE

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205066

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205066

  Register Paper ID - 219005

  Title: DESIGN AND IMPLEMENTATION OF PLANT DISEASES DETECTION USING AGRICULTURAL DRONE

  Author Name(s): S.Reddi Basha, V.Sai Krishna, A.Shanmugam, S.Sandhya, N.Somesh, P.Pavan Kumar

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a551-a554

 Year: May 2022

 Downloads: 589

 Abstract

Agriculture is one of the keys to the significant growth of human civilization. In this progressive world, Automation has begun its supremacy in every field of work. But Automation in the field of agriculture is not as advanced comparatively. Thus, the requirement of developing an Automation system in the field of agriculture is imminent. One of the biggest challenges faced by farmers is the detection of diseases in crops during the early stages of growth. Where it is obliged to take care of the crops and also prevent them from acquiring any serious diseases, our project tends to create an autonomous drone for the detection of diseases at the early stages of crop growth. This project succeeds in detecting the diseases, which in turn helps the farmers to detect the crop diseases at their early stages. We use the image processing method to detect and identify these diseases and highlight the infected crop area using coordinates.


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Drone, Crop diseases, Image processing

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  Paper Title: EMERGENCE OF E-COMMERCE IN INDIA

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205065

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205065

  Register Paper ID - 219304

  Title: EMERGENCE OF E-COMMERCE IN INDIA

  Author Name(s): Brajesh Kumar, Ishan Rai, Jasbir Singh Bhatla, Ishan Shaurya

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a539-a550

 Year: May 2022

 Downloads: 631

 Abstract

The purpose of this study is to present the current state of E-Commerce and to examine the current developments in E-Commerce. The study goes on to look at the important factors that influence the success of E-commerce business models. Objective: The study's goals are to: 1. comprehend the current state and developments of e-commerce; and 2. identify the important factors affecting the rising use of e-commerce. In today's commercial world, e-commerce is booming. Electronic commerce is referred to as e-commerce. E-commerce (Electronic commerce) entails the purchase and sale of goods and services, as well as the transmission of payments and data, over an electronic network, most commonly the Internet. Electronic commerce (E-commerce) is a paradigm change that affects both marketers and customers. E-commerce, on the other hand, is more than just another technique to improve existing company operations. It is pioneering a complete transformation of the traditional business model. This huge shift in business paradigm is gaining traction all across the world, and India is no exception. environmental consequences Although the concept is widely employed in today's commercial environment, it has yet to be fully explored. undertaken to define the E-Commerce scenario and study the E-Commerce trends The study goes on to look at the important factors that influence the success of E-commerce business models and their growth in India over the years.


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e-commerce, indian e-commerce, internet in india

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  Paper Title: BIOREMEDIATION OF PETROLEUM SLUDGE FROM OIL REFINING OPERATIONS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205064

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205064

  Register Paper ID - 218811

  Title: BIOREMEDIATION OF PETROLEUM SLUDGE FROM OIL REFINING OPERATIONS

  Author Name(s): PREETI DARVESH, MANOJ MANDAKE, DR. S.P. SHINGARE

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a536-a538

 Year: May 2022

 Downloads: 522

 Abstract

Various industries release harmful petrochemical contaminants into the environment. To treat these petrochemical contaminants at source, different physical, chemical, and biological methods have been proposed and applied worldwide. However, physical and chemical methods have their own advantages and limitations, in this review we majorly focused on the biodegradation of petrochemical wastes. Firstly, a background study on the literature available in this field is presented. This is followed by a review of the toxic effects of petrochemical waste and various physical and chemical proceses, followed by elaborate biological processes available for petrochemical waste degradation. Further, different aspects of bioremediation, such as modes, factors, limitations, and future perspectives are critically reviewed and presented. It was found that most of the studies performed on bioremediation of petrochemical waste employed bacteria for the degradation purpose. Some studies also made use of algae, fungi, yeast, genetically modified organisms, biosurfactants, or a consortium of these microbes. Moreover, bioremediation is having still limited use at field-scale due to certain limitations which have been elaborated in this article. Overall, we strongly believe that with bioremediation capturing the attention of environmentalists worldwide and need to scale up from lab to land


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Oily sludge, Bioremediation, Biodegradation, Biosurfactants, Organic pollutants, Petrochemical wastes

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  Paper Title: EEFECTIVENESS OF MCKENZIE EXERCISE VERSUS CORE STABILITY EXERCISE FOR CHRONIC NON-SPECIFIC LOW BACK PAIN IN FEMALE NURSES

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205063

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205063

  Register Paper ID - 218208

  Title: EEFECTIVENESS OF MCKENZIE EXERCISE VERSUS CORE STABILITY EXERCISE FOR CHRONIC NON-SPECIFIC LOW BACK PAIN IN FEMALE NURSES

  Author Name(s): Satheeshwari sathiyabalan, Kaviyalakshmi. B, Jyoti chakraborty

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a529-a535

 Year: May 2022

 Downloads: 606

 Abstract

Background of the study: Non-specific low back pain is defined as low back pain not attributable to recognizable, know specific pathology. the low back pain is caused by abdominal weakness and tightens the spinal extensor muscle. The purpose of this study was to find out the effectiveness of McKenzie exercise versus core stability exercise on pain and functional activity for chronic non-specific low back pain in female nurses. Methods: 40 participants after filling the selection, the consent form will be signed. Information sheet will be given and explained in regional language, they were divided into two groups as Group A and Group B using systemic sampling method. The outcome measure pre-test was taken before convenient of the intervention. Group A (n=20) patient had received the McKenzie exercise and Group B (n=20) patient had received the core stability exercise. Both the groups were performed for 3 days per week for eight weeks in an alternative day. Results: The result shows that P value of VAS is 0.001 (<0.05) showing that there is significant difference between pre-test group A and post-test group B. There is reduction of pain in VAS by 18.3% than the group A. The P value of ODI score is 0.001(<0.05) showing that there is significant difference between pre-test group A and post-test group B. There is improvement in functional activity by 21.5%. Conclusion: The study concluded that the Core Stability exercises (group B) is better intervention in when compared to McKenzie exercise among female nurses with chronic non-specific low back pain. However, there is also improvement in the group A (McKenzie Exercise). In the post study the group A participants were taught the core stability exercises.


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McKenzie exercise, Core stability exercises, Non-specific low back pain.

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  Paper Title: A STUDY ON RECRUITMENT PROCESS AT CREATIVE DIES AND MOULDS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205062

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205062

  Register Paper ID - 219261

  Title: A STUDY ON RECRUITMENT PROCESS AT CREATIVE DIES AND MOULDS

  Author Name(s): F. TABASUM AARA, DR.A. PALANI

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a524-a528

 Year: May 2022

 Downloads: 502

 Abstract

The aim of the paper is to study the recruitment process followed at Creative dies and moulds. The best human capital availability in organizations makes them competitive advantage and as well as they become the real life blood of the organizations. This research studies the review of literature for recruitment and selection procedures followed at organizations. The research was done using both primary and secondary data. Primary data was collected from 200 employees using questionnaire method. The results were obtained from percentage method. The research findings reveal that Creative dies and moulds best recruitment and selection process and they are satisfied with the organizational climate and the organization follows ethical recruitment policy.


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Research Methodology, Objectives

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  Paper Title: A STUDY TO DETERMINE THE HOME-BUYER�S PREFERENCES AND EXPECTATIONS THROUGH VOICE OF CUSTOMER

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205061

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205061

  Register Paper ID - 219007

  Title: A STUDY TO DETERMINE THE HOME-BUYER�S PREFERENCES AND EXPECTATIONS THROUGH VOICE OF CUSTOMER

  Author Name(s): Chhaiber Singh, Dr. Baldeep Singh

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a512-a523

 Year: May 2022

 Downloads: 679

 Abstract


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House, Customer Expectations, Builder, Customer Satisfaction

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  Paper Title: SMART CLOTHES FOR SECURITY FORCES

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205060

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205060

  Register Paper ID - 219026

  Title: SMART CLOTHES FOR SECURITY FORCES

  Author Name(s): N.Sowmya, T. Swetha, Sk. Rehana, P. Sivasaketh, G. Somashankar

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a508-a511

 Year: May 2022

 Downloads: 547

 Abstract

We often see many soldiers using their lives without being properly able to share their location and health status till their last moment. In order to overcome this problem, we come up with a solution called Smart Clothes. Smart Clothes is a device which shares Vital body parameters of the soldiers who is wearing it. This device contains GPS module, Temperature sensor, Heart rate sensor, and an ATMEGA328P microcontroller of Arduino UNO. In order to share all these parameters to the destination we are using GSM/GPRS Module.


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Smart clothes, vital body parameters, destination, ATMEGA328P microcontroller.

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  Paper Title: AN OVERVIEW OF THE TRANSDERMAL DRUG DELIVERY SYSTEM

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205059

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205059

  Register Paper ID - 218813

  Title: AN OVERVIEW OF THE TRANSDERMAL DRUG DELIVERY SYSTEM

  Author Name(s): Ms. Payal Pujari, Mr. Onkar S. Sangar, Dr. Jameel S. Mulla

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a497-a507

 Year: May 2022

 Downloads: 633

 Abstract

Transdermal drug delivery systems have been used as safe and effective drug delivery devices. Various non-invasive administrations have recently emerged as an alternative to conventional needle injections. The transdermal drug delivery system (TDDS) represents the most attractive method among these due to its low refusal, easy handling. The advantage of the drug delivery route over the other types of delivery systems such as oral, topical, intravenous, intramuscular, etc. that's the patch may essentially can provide controlled release of the drug to the patient, usually through either a porous membrane. A transdermal patch is an adhesive patch with medication applied to the skin to deliver a specific dose to the skin and blood. It works best when the medicine is put inside the patch and worn on the skin for a long time. By this constant concentration of drug remain in blood for long time. TDDS could be applicable in not only pharmaceuticals but also in the skin care industry, including cosmetics. Transdermal drug delivery provides a controlled release of the drug to the patient, enhances a stable blood level profile, leading to a reduction in systemic side effects and, in some cases, improved performance in other dosage forms. The main purpose of the transdermal drug delivery system is to bring drugs into the circulation of the skin system at a predetermined level with minimal inter and interpatient variations.


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Skin, TDDS, Reservoir, Epidermis, Penetration

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  Paper Title: MUSIC RECOMMENDATION USING DEEP LEARNING A STUDY

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205058

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205058

  Register Paper ID - 218974

  Title: MUSIC RECOMMENDATION USING DEEP LEARNING A STUDY

  Author Name(s): Shubham kedari, Jui walimbe, Sakshi Warule, Madhuri Thorat

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a494-a496

 Year: May 2022

 Downloads: 594

 Abstract

To suggest a song for an individual user by his preferences. We have studied some deep learning model which will improve the recommendation accuracy over traditional methods like Collaborative Filtering(CF), Convolutional Neural Network(CNN), Recurrent Neural Network (RNN). In which CNN showed promising results and we have decided to use CNN for our personalized music recommender.


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Deep Learning, Machine Learning, Convolutional Neural Network, Music Recommendation, CNN, Song Recommendation

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  Paper Title: ROMANTICISM ENHANCING ECOCRITICISM

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205057

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205057

  Register Paper ID - 218839

  Title: ROMANTICISM ENHANCING ECOCRITICISM

  Author Name(s): Dr K Kavitharaj

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a489-a493

 Year: May 2022

 Downloads: 615

 Abstract


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Ecocriticism and its characteristics

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  Paper Title: A STUDY ON FACTORS AFFECTING GOLD PRICES.

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205056

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205056

  Register Paper ID - 219180

  Title: A STUDY ON FACTORS AFFECTING GOLD PRICES.

  Author Name(s): Rinu Babu. M, Dr. M SUDHA PAULIN MBA, PhD

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a484-a488

 Year: May 2022

 Downloads: 565

 Abstract

Since the dawn of time, gold has enchanted humans. It has been discovered It is one of the most valuable metals on the planet. Found to date, as well as the most liquid asset. Since its discovery, gold has been the backbone of all economies. Inception. It is the ideal investment for ordinary folks. It is still employed by investors in the modern period. A tool for hedging their portfolio investment Gold's monetary demand has been on the rise. during the previous decade, both monetary and non-monetary demand. Gold is used as a currency in every country on the planet. their preferred method of transacting in international trade. It has also been noted that countries with huge populations have a higher rate of poverty. They also have gold backing for their currency accepted currency on a global scale. Gold prices have risen dramatically over the last decade and continue to do so." What causes contributed to the historical rise in gold prices in India during this time period? This research paper examines the various factors that contribute to the continuously rising gold prices in India, as well as how factors such as the international business environment, political environment, market conditions, its introduction into the commodity market, consumer buying behavior and inflation have influenced gold prices over the last decade.


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Gold has enchanted humans.

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  Paper Title: A CASE STUDY TO EVALUATE THE EFFECT OF HYPOPRESSIVE EXERCISE IN WOMEN WITH UTERO-VAGINAL PROLAPSE

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205055

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205055

  Register Paper ID - 218209

  Title: A CASE STUDY TO EVALUATE THE EFFECT OF HYPOPRESSIVE EXERCISE IN WOMEN WITH UTERO-VAGINAL PROLAPSE

  Author Name(s): Kaviyalakshmi.B, Ranjani.M

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a478-a483

 Year: May 2022

 Downloads: 591

 Abstract

Background The hypopressive exercise also known as hypopressive abdominal gymnastics, is a relatively recent technique used to help in exercising the pelvic floor and toning the abdomen and to increase the endurance of pelvic floor muscle (PFM) and basal tone of PFM subsequently helping in urethral constriction. The purpose of the study to find out the effectiveness of hypopressive exercise in women with utero-vaginal prolapse. Methods The exploratory case study was conducted in Aarupadai veedu medical college and hospital. Ten women aged between 25-45years and above and diagnosed with Grade 1 and 2 uterine prolapsed were participated in this study. Hypopressive exercises were encouraged daily for 8 weeks. PFDI-20, perineometer and modified oxford grading system were used pre and post to measure the degree of distress in pelvic organ and strength of the pelvic floor muscles. Result The result shows that pre and post mean difference there was statistically significant improvement in perineometer score t=9.03 (p=0.001), pelvic floor distress inventory t=8.83 (p=0.001) and modified oxford grading system t=8.55 (p=0.001) at 1% level of significance. Conclusion The study concluded that the hypopressive exercise improves quality of life, PFM function and reduces the POP symptoms and prolapse severity.


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Utero-vaginal prolapse, Hypopressive exercise, Perineometer, Modified oxford grading system.

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  Paper Title: EFFECT OF YOGIC PRACTICES AND PHYSICAL EXERCISES TRAINING ON FLEXIBILITY OF INTER � COLLEGIATE KABADDI PLAYERS IN JNTU UNIVERSITY

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205054

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205054

  Register Paper ID - 219195

  Title: EFFECT OF YOGIC PRACTICES AND PHYSICAL EXERCISES TRAINING ON FLEXIBILITY OF INTER � COLLEGIATE KABADDI PLAYERS IN JNTU UNIVERSITY

  Author Name(s): GEDDAYI SARIKA, OM PHANI NICHENAKOLLA

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a474-a477

 Year: May 2022

 Downloads: 548

 Abstract


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Keywords : Physical Exercises, Yogic Practices, Kabaddi Players

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  Paper Title: A STUDY ON IMPACT OF INDUSTRY 4.0 IN INDIAN COMPANIES

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205053

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205053

  Register Paper ID - 219183

  Title: A STUDY ON IMPACT OF INDUSTRY 4.0 IN INDIAN COMPANIES

  Author Name(s): Deepan Edward Dasan M, Dr.TR. Kalai Lakshmi

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a469-a473

 Year: May 2022

 Downloads: 576

 Abstract

This study aims to assess the impact of industry 4.0 on the Indian Companies in India. The main purpose of this study is to understand the potential drivers, and barriers faced by Indian Companies while practicing industry 4.0. Hence this study is concerned with a survey conducted to recommend a learning opportunity for workers to know about what technology has been used in their company. Adequate amount of training to overcome insufficient technical skills and more manpower to handle data and cyber security.


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Industry4.0, Potential drivers, IoT, Fourth industrial revolution. Industry 4.0 technologies

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Creative Commons Attribution 4.0 and The Open Definition

  Paper Title: FLUTTER VS NATIVE PLATFORM

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205052

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205052

  Register Paper ID - 219176

  Title: FLUTTER VS NATIVE PLATFORM

  Author Name(s): Ashish Rawat, Brijesh chauhan

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a464-a468

 Year: May 2022

 Downloads: 558

 Abstract

Flutter vs native platform


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Flutter vs native platform

  License

Creative Commons Attribution 4.0 and The Open Definition

  Paper Title: SELECTIVE DATABASE PROJECTIONS BASED APPROACH FOR MINING HIGH-UTILITY ITEMSETS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT2205051

  Your Paper Publication Details:

  Published Paper ID: - IJCRT2205051

  Register Paper ID - 219174

  Title: SELECTIVE DATABASE PROJECTIONS BASED APPROACH FOR MINING HIGH-UTILITY ITEMSETS

  Author Name(s): DHANYAMRAJU ANANTHA PRATHYUSHA, SANDINENI DIVYA SREE, NAGARKUNTA KARISHMA, A. V. MURALI KRISHNA

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 5

 Pages: a453-a463

 Year: May 2022

 Downloads: 633

 Abstract

Abstract: High-utility itemset mining (HUIM) is an emerging area of data mining and is widely used. HUIM differs from the frequent itemset mining (FIM), as the latter considers only the frequency factor, whereas the former has been designed to address both quantity and profit factors to reveal the most profitable products. The challenges of generating the HUI include exponential complexity in both time and space. Moreover, the pruning techniques of reducing the search space, which are available in FIM because of their monotonic and anti-monotonic properties, cannot be used in HUIM. In this paper, we propose a novel selective database projection-based HUI mining algorithm (SPHUI-Miner). We introduce an efficient data format, named HUI-RTPL, which is an optimum and compact representation of data requiring low memory. We also propose two novel data structures, viz, Selective database projection utility list and Tail-Count list to prune the search space for HUI mining. Selective projections of the database reduce the scanning time of the database making our proposed approach more efficient. It creates unique data instances and new projections for data having fewer dimensions thereby resulting in faster HUI mining. We also prove upper bounds on the amount of memory consumed by these projections. Experimental comparisons on various benchmark data sets show that the SPHUI-Miner algorithm outperforms the state-of-the-art algorithms in terms of computation time, memory usage, scalability, and candidate generation.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Itemsets, Frequent itemset mining, High-utility itemset mining, SPHUI-Miner.

  License

Creative Commons Attribution 4.0 and The Open Definition



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About IJCRT

The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.


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International Journal of Creative Research Thoughts (IJCRT)
ISSN: 2320-2882 | Impact Factor: 7.97 | 7.97 impact factor and ISSN Approved.
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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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