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  IJCRT Search Xplore - Search all paper by Paper Name , Author Name, and Title

Volume 10 | Issue 6

Volume 10 | Issue 6 | Month  
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  Paper Title: �SYNTHESIS AND CHARACTERIZATION OF SOME NOVEL ISOXAZOLES CONTAINING AZETIDINONE AS ANTIBACTERIAL AGENTS�

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6660

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6660

  Register Paper ID - 222191

  Title: �SYNTHESIS AND CHARACTERIZATION OF SOME NOVEL ISOXAZOLES CONTAINING AZETIDINONE AS ANTIBACTERIAL AGENTS�

  Author Name(s): Parth P. Patel, Dharati D. Patel, Piyush J. Vyas, Suresh C. Ameta

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f406-f409

 Year: June 2022

 Downloads: 255

 Abstract

Isoxazole is an azole with an oxygen atom next to the nitrogen. Isoxazoles and their derivatives extracted from natural sources are limited in numbers. The isoxazole compounds and their derivatives have many importance in pharmaceutical industries like work as anti-tumor, anti-cancer, anti-bacterial, antifungal and antimicrobial agents. Therefore, this research work was focused to design the isoxazoles and their derivatives which have strong medicinal and pharmaceutical activities. The calculated result reveals that our designed molecules have better pharmaceutical activities and can be use as anti-bacterial, antifungal and antimicrobial agents. The title compounds were characterized by element analysis, IR and NMR spectral data. All the compounds were tested for their antibacterial and antifungal activities by broth dilution method.


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Isoxazole, Azetidinone, MTCC, broth dilution method

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  Paper Title: SOFT COMPUTING APPROACH FOR CREDIT CARD FRAUD DETECTION

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6659

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6659

  Register Paper ID - 222202

  Title: SOFT COMPUTING APPROACH FOR CREDIT CARD FRAUD DETECTION

  Author Name(s): Dr. Prasantha H S, Kushal, Brunda

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f395-f405

 Year: June 2022

 Downloads: 252

 Abstract


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fraudulent, skewed, sampling approach, under-sampling, oversampling, accuracy, sensitivity, specificity, precision.

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  Paper Title: ISOLATION AND IDENTIFICATION OF L. ACIDOPHILUS ISOLATED FROM MILK AND CURD AND ITS ANTAGONISTIC ACTIVITY AGAINST PATHOGENS.

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6658

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6658

  Register Paper ID - 222064

  Title: ISOLATION AND IDENTIFICATION OF L. ACIDOPHILUS ISOLATED FROM MILK AND CURD AND ITS ANTAGONISTIC ACTIVITY AGAINST PATHOGENS.

  Author Name(s): Shaista Khan, Dr.Rachna Chaturvedi

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f384-f394

 Year: June 2022

 Downloads: 252

 Abstract

Lactobacillus is a genus of gram-positive, facultative anaerobic or microaerophilic, rod-shaped, non-spore-forming bacteria. Lactobacillus acidophilus plays a most important role in the fermented products of the dairy industry and delivers the therapeutic characteristics of human health. As the greater quantity of antibiotics was used for the treatment of humans and farm animals as well and even for fish in aquaculture, that will result in the selection of pathogenic bacteria resistant to multiple drugs. Several research a great focus on the Identification of Lactic Acid Bacteria, that include conventional biochemical examinations like carbohydrate fermentation outlines using commercially accessible kits, physiological tests, and complex techniques by using molecular-based biology methods. More recently, Bio-log and API Kit have been applied to an enormous amount for Lactic Acid Bacteria Identification. The current study is carried out to isolate, identify, and evaluate the antagonistic activity of L. acidophilus. obtained from curd and milk samples as well. The antimicrobial action of this species was assessed with the agar well diffusion method against some pathogenic bacteria (Staphylococcus aureus, Escherichia coli, and Salmonella typhi). L. acidophilus. isolated and identified based on biochemical characterization as catalase-negative, motility negative, citrate negative indole negative, and fermentation of carbohydrates. In the present study, the total number of six isolates were detected as Lactobacillus sp. The isolated and identified L. acidophilus strains (n=6) were examined for their antagonistic activity against MDR strains of S. aureus, E. coli. and S. typhi.In the study, maximum inhibition was detected by LA1and LA4 against S.aureus (18mm) and S.typhi (18mm), respectively. The bare minimum inhibition was noticed in the case of LA3 against S. typhi i.e., 4.0mm. Other Lactobacillus isolates exhibited modest or nil antagonistic activity against tested pathogenic bacteria.


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Lactobacillus acidophilus, Curd, Antimicrobial Activity, Bacterial Pathogens (S. aureus, E. coli, and S. typhi).

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  Paper Title: A REVIEW ON: INLAY TABLET

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6657

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6657

  Register Paper ID - 221372

  Title: A REVIEW ON: INLAY TABLET

  Author Name(s): Shweta Arvind Gawali, Rajiya khan, Sunil Nirmal, Meghana Raykar

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f366-f383

 Year: June 2022

 Downloads: 368

 Abstract

The aim of present article to understand, what is Inlay tablet and its advantages over the conventional tablet dosage form. The inlay tablet improves the pharmacokinetic and pharmacodynamics principles in the design of drug delivery system and also improve therapeutic efficacy. Inlay tablet reduces the frequency of dose administration and improve the patient compliance. Review focused on a novel approach of drug delivery system in preparation of inlay tablets.


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Inlay tablets, Novel approach, Drug therapy Etc.

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  Paper Title: A COMPARATIVE STUDY OF BLIND SOURCE SEPARATION BASED ON PCA AND ICA

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6656

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6656

  Register Paper ID - 222258

  Title: A COMPARATIVE STUDY OF BLIND SOURCE SEPARATION BASED ON PCA AND ICA

  Author Name(s): Dr. Prasantha H S, Mohammed Safwan, Deepak S G,, Ashish A B, Hemanth B R

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f362-f365

 Year: June 2022

 Downloads: 275

 Abstract

Blind source separation (BSS) consists of the extraction of individual signals from their mixture using no prior knowledge about their nature. Here, we address the blind separation of audio sources by means of Principal component analysis (PCA) and Independent Component Analysis (ICA), which is a popular method for BSS using the assumption that the original sources are mutually independent. PCA and ICA algorithm working for mixed signals is studied and depicted in this paper.


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source separation, PCA, ICA

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  Paper Title: ATTITUDES OF STUDENTS TOWARDS ONLINELEARNING DURING LOCKDOWN OF COVID-19 PANDEMIC

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6655

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6655

  Register Paper ID - 222231

  Title: ATTITUDES OF STUDENTS TOWARDS ONLINELEARNING DURING LOCKDOWN OF COVID-19 PANDEMIC

  Author Name(s): DR.K.SANTHAKUMARI

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f354-f361

 Year: June 2022

 Downloads: 252

 Abstract


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  Paper Title: HUMAN EMOTION DETECTION USING SOFT COMPUTING METHODS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6654

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6654

  Register Paper ID - 222262

  Title: HUMAN EMOTION DETECTION USING SOFT COMPUTING METHODS

  Author Name(s): Dr. Prasantha H S, Brunda S A, D Suhail, Kushal S, Vishwas A N R

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f348-f353

 Year: June 2022

 Downloads: 250

 Abstract


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  Paper Title: THE PROCESS OF ADAPTING INNOVATIONS IN BANKING SERVICES BY BUSINESSES IN KOSOVO

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6653

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6653

  Register Paper ID - 222122

  Title: THE PROCESS OF ADAPTING INNOVATIONS IN BANKING SERVICES BY BUSINESSES IN KOSOVO

  Author Name(s): Burim Berisha, Burhan Rexhepi

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f338-f347

 Year: June 2022

 Downloads: 252

 Abstract

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts of this paper are understood, the process of adaptation of innovations in banking services by businesses in Kosovo is presented, the difficulties that businesses have gone through to adapt these services as well as the banking sector to transmit them. to customers the latest services they offer. At the same time, the investments of the banking sector in the digitalization of services in countries with developed economies and the pace that the banking sector in Kosovo is following will be presented. And at the end of this paper are given recommendations that can be used by various companies in the country which still have reservations to adapt such a service technology in the bank and can understand that the use of digital banking services creates the opportunity for a easier business management, increasing money security, avoiding fraud and other benefits.


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Keywords: Business model, Service digitalization, Innovation, Adaptation

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  Paper Title: Assimilated Thought of the Moral Guidelines in the Aśokan Edicts with the Anupubbikathā Dhamma

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6652

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6652

  Register Paper ID - 222224

  Title: ASSIMILATED THOUGHT OF THE MORAL GUIDELINES IN THE AśOKAN EDICTS WITH THE ANUPUBBIKATHā DHAMMA

  Author Name(s): Miss Suttisa Lappermsap, Dr.Arvind Kumar Singh

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f332-f337

 Year: June 2022

 Downloads: 259

 Abstract


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Anupubbikath?, A?okan Edicts, dhamma, dhamma policy, Moral Guidelines, M.R.E., P.E.

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  Paper Title: DRUG DEVELOPMENT PROCESS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6651

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6651

  Register Paper ID - 222307

  Title: DRUG DEVELOPMENT PROCESS

  Author Name(s): BHOSALE RITU SATISH, MR.A B VELHAL , DR. V K REDASANI

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f328-f331

 Year: June 2022

 Downloads: 253

 Abstract

Drug discovery is a procedure that tries to find a therapeutically beneficial chemical for curing and treating disease. Identification of candidates, synthesis, characterisation, validation, optimization, screening, and tests for therapeutic efficacy are all part of this process. Once a molecule has been proven to be significant in these studies, it will begin the medication development process prior to clinical trials. To create a medicine that is safe, effective, and meets all regulatory standards, the new drug development process must go through numerous stages. One of the main points of our article is that the process is long, complicated, and expensive enough that multiple biological targets must be considered for any new treatment that is eventually approved for clinical use, and new research methods may be required to investigate each new target. It takes a long time and a lot of effort to turn a discovery into a commercial medicine. It takes roughly 12 to 15 years from discovery to licenced drug, and an expenditure of about $1 billion is required. A million molecules are screened on average, but only one is investigated in late-stage clinical trials and eventually made available to patients. This article gives a quick overview of how new drugs are discovered and developed.


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Drug discovery , Development , Validation, Optimization

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  Paper Title: A NATIVE STUDY ON GERANIUM PLANTATION AND PRODUCTION OF GERANIUM OIL EXTRACTION BY USING STEAM DISTILLATION

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6650

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6650

  Register Paper ID - 222316

  Title: A NATIVE STUDY ON GERANIUM PLANTATION AND PRODUCTION OF GERANIUM OIL EXTRACTION BY USING STEAM DISTILLATION

  Author Name(s): Venkat S. Mane, Yennam Rajesh, Gaurav Daware

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f321-f327

 Year: June 2022

 Downloads: 298

 Abstract

The present work has been studied on investigation of harvesting conditions of Geranium plantation. Geranium (Pelargonium graveolens L.) commonly known as rose-scented pelargonium, rose-scented geranium or rose geranium is one of the many fragrant species of Pelargonium, belonging to the family Geraniaceae. Geranium oil is one of the top 20 essential oils in the world, which has wide application in perfumery, cosmetics and flavor industry etc. It forms a part of many high-grade perfumes, antifungal, insect repellant and antibacterial activity; thus, it has extensive use in medicinal and agrochemical field. In literature, several authors were used different traditional extraction methods; such as soxhlet extraction, hydro distillation, solvent extraction and steam distillation etc. In this work, author has used the most promised technique as steam distillation for geranium oil extraction. The purpose of this work is to investigate the suitable conditions of geranium harvesting and method of suitability for extraction of geranium with higher yield in limited facilities and lower cost. Finally, author has conducted detailed analysis on soil for harvesting conditions of geranium plants and characterization of geranium oil by using GC-Analysis.


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Geranium Leaves; Steam Distillation; Oil; Gas Chromatography

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  Paper Title: THE PRIVACY & DATA PROTECTION CONUNDRUM IN INDIA: CONTEXT & CONCERNS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6649

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6649

  Register Paper ID - 222118

  Title: THE PRIVACY & DATA PROTECTION CONUNDRUM IN INDIA: CONTEXT & CONCERNS

  Author Name(s): Shubhank Khare, Kamlesh Jain

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f311-f320

 Year: June 2022

 Downloads: 242

 Abstract


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  Paper Title: EFFECT OF STRETCHING AND STRENGTHENING EXERCISES FOR SPECIFIC MUSCLES GROUP IN TRAPEZITIS: A COMPARATIVE STUDY

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6648

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6648

  Register Paper ID - 221907

  Title: EFFECT OF STRETCHING AND STRENGTHENING EXERCISES FOR SPECIFIC MUSCLES GROUP IN TRAPEZITIS: A COMPARATIVE STUDY

  Author Name(s): Dr Snehal Patel, Sayali Sakpal, Namira Jaliyawala, Yukta Parmar, Maitri Patel

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f303-f310

 Year: June 2022

 Downloads: 292

 Abstract


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Trapezitis, Stretching, strengthening, Range of motion, Neck Disability

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  Paper Title: ANALYSIS AND INTERPRETATION ON ROLE OF SWADESHI GOODS ON DEVELOPMENT OF HARYANA REGION

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6647

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6647

  Register Paper ID - 222077

  Title: ANALYSIS AND INTERPRETATION ON ROLE OF SWADESHI GOODS ON DEVELOPMENT OF HARYANA REGION

  Author Name(s): Priyanka, Dr.Mukesh Kumar Verma

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f294-f302

 Year: June 2022

 Downloads: 303

 Abstract


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MAKE IN INDIA, SWADESHI, AYURVEDA.

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  Paper Title: IMPORTANCE OF AYURVEDA IN LIFESTYLE DISORDERS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6646

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6646

  Register Paper ID - 222083

  Title: IMPORTANCE OF AYURVEDA IN LIFESTYLE DISORDERS

  Author Name(s): Dr. Lokesh Hiralal Patankar, Dr. Dhanwantari Jha, Dr Neeta Ranjit Solankar, Dr. Apurva Disale

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f289-f293

 Year: June 2022

 Downloads: 291

 Abstract

Life style disorder is the conditions result as a change in living and behavioral pattern of human. Due to increase in sedentary life style pattern, job requirement, competitive life and fast move to achieve success are the cause of all these diseases that includes hypertension, obesity, diabetes, cardiovascular diseases, mental disorders, polycystic ovarian diseases (PCOD), etc. Lack of exercised or over exercises, over conscious towards health, eating low fats-high proteins , high carbohydrates foods, unnecessarily used of minerals and vitamins, unhealthy diet pattern, improper sleep pattern, smoking, used of tobacco, used alcohol, used of Narcotic drugs, stress, mental un-stability etc. are also supportive reasons for life style disorders. But Ayurveda provides good solution with proper dietary management, lifestyle advises, detoxification and bio-purification procedures called Panchkarma, medicaments and rejuvenation therapies to such a global burden.


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Lifestyle Disorders, Dincharya, Ayurveda healthy habits.

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  Paper Title: Barriers of electric vehicle in India

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6645

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6645

  Register Paper ID - 222053

  Title: BARRIERS OF ELECTRIC VEHICLE IN INDIA

  Author Name(s): Anil Saini, Dr. priyanka ranawat

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f284-f288

 Year: June 2022

 Downloads: 239

 Abstract

Electric vehicles are an important option for reducing emission of greenhouse gases. Electric vehicles Not only reduce the dependency on fossil fuel but also diminish the impact of ozone depleting Substances and promote large scale renewable deployment. Despite comprehensive research on the Attributes and characteristics of electric vehicles and the nature of their charging infrastructure, electric Vehicle production and network modeling continues to evolve and be constrained. The paper provides an overview of the studies of electric vehicle, hybrid electric vehicle, plug-in-hybrid electric vehicle and battery electric vehicle penetration rate into the market and discusses their different modeling approach and optimization techniques.


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electric vehicle to grid optimization technique CO2 reduction.

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  Paper Title: A REVIEW OF HEAVY OIL PROPERTIES AND TRANSPORTATION METHODS FOR HEAVY CRUDE OIL AND BITUMEN VIA PIPELINE

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6644

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6644

  Register Paper ID - 222125

  Title: A REVIEW OF HEAVY OIL PROPERTIES AND TRANSPORTATION METHODS FOR HEAVY CRUDE OIL AND BITUMEN VIA PIPELINE

  Author Name(s): Archana Chaudhari, Jinal Patel, Ashish Nagar

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f271-f283

 Year: June 2022

 Downloads: 298

 Abstract

Heavy oil comprises of 75% of petroleum resources in the world. Only a small fraction of these resources have been produced due to crucial and expensive techniques than those of the conventional oils. Due to the decline in the production of easy oil, industries are striving hard for utilizing unconventional oil resources which consists of mainly heavy oils, extra heavy oils and bitumen.These resources consists of viscous oils so their use requires extra efforts to ensure the viability of the oil recovery from the reservoir and its subsequent transportation to production wells and to ports and refineries. For satisfying the demand of the market the oil companies need to improve the efficiency of upstream, midstream and downstream. The paper mentions the challenges faced by the oil companies during production and transportation. Different technologies are reviewed and the benefits and constraints of each technology are highlighted with the view that this will provide direction for improvement and development of novel technologies for heavy oil transportation via pipelines. The main properties of heavy crude oils like high viscosity, density, etc as well as traditional and emergent methods for their recovery and transportation are discussed. The challenges to achieve viable recovery and transportation of unconventional oils are compared for the different alternatives purpose. The work specifically focuses on the heavy oils, its properties, efficient methods of recovery and transportation. If the challenges mentioned in the review are handled properly than there is a significant potential for the upcoming innovative projects to become economically flexible


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Heavy oil, bitumen, transportation

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  Paper Title: AUTOMATED PUBLIC SETTINGS FOR PHYSICALLY DISABLED PERSONS

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6643

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6643

  Register Paper ID - 221839

  Title: AUTOMATED PUBLIC SETTINGS FOR PHYSICALLY DISABLED PERSONS

  Author Name(s): Dr. E. S. Shamila, J. Ajay Kumar, T. Bashkar, S. Elamathi, E. Vaishnavi

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f266-f270

 Year: June 2022

 Downloads: 252

 Abstract


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IoT, ARDUINO UNO, SENSORS, ESP8266 WIFI.

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  Paper Title: VITAL ROLE OF CARBON NANOTUBES AND ITS APPLICATION IN TECHNOLOGY

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6642

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6642

  Register Paper ID - 222030

  Title: VITAL ROLE OF CARBON NANOTUBES AND ITS APPLICATION IN TECHNOLOGY

  Author Name(s): Dr Shailendra Kumar Srivastava, Dr Subhash Kumar Sharma

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f258-f265

 Year: June 2022

 Downloads: 248

 Abstract

We know the Carbon nanotubes (CNTs) are nanostructures derived from rolled graphene planes and possess various interesting chemical and physical properties. Carbon nanotubes (CNTs) are allotropes of carbon with a nanostructure that can have a length-to-diameter ratio greater than 1,000,000. These cylindrical carbon molecules have novel properties that make them potentially useful in many applications in nanotechnology. Their unique surface area, stiffness, strength and resilience have led to much excitement in the field of pharmacy. CNTs can be conjugated with various biological molecules including drugs, proteins and nucleic acid to afford bio-functionalities. CNTs exist as single (SWNTs), and multi-walled (MWNTs) structures. They present several interesting properties, such as high aspect-ratio, ultra-light weight, strength, high thermal conductivity and electronic properties ranging from metallic to semiconducting. The CNTs are valuable in the field of drug delivery, blood cancer, breast cancer, brain cancer, liver cancer, cervical cancer, gene therapy, immune therapy, biomedical imaging, biosensors and tissue engineering.


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Carbon nanotubes, Single and multiple walled nanotubes, Nano medicines

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  Paper Title: BEHAVIORAL BASED -INSIDER THREAD DETECTION USING DEEP LEARNING

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRT22A6641

  Your Paper Publication Details:

  Published Paper ID: - IJCRT22A6641

  Register Paper ID - 222114

  Title: BEHAVIORAL BASED -INSIDER THREAD DETECTION USING DEEP LEARNING

  Author Name(s): Chepkwony Collins Kiprotich, Dr. Devi Kannan

 Publisher Journal name: IJCRT

 Volume: 10

 Issue: 6

 Pages: f253-f257

 Year: June 2022

 Downloads: 245

 Abstract

Recent studies have highlighted that insider threats are more destructive than external network threats. This project mainly focuses on the user behavior to detect the insider attack within the organization. Based on the above considerations, we have come up with some solutions where we focus on the behavior of individual user, User activities and analysis on the access rights and usage to check the outcome as whether they are Normal user with no harm or Abnormal (Malicious). Feature Engineering is the process where we select the fixed set of procedures to identify behavior of the employee effectively. The implementation is done by applying various machine learning and deep learning algorithms to get high classification accuracy of the model. The trained data is feed to the Model engine to gain the experience about the user activities and test data is used to find the accuracy of the model and defining the behavior of the user a normal or malicious. The data used is the CMU CERT synthetic insider threat dataset version r5.2 Our unique approach produces comparatively good accuracy of 100%.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Insider threat, deep learning, machine learning, user behavior, and information security.

  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
ISSN
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
ISSN
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