Journal of Computer Science

Volume 20 Issue 6 2020

Serial: 1

Skin Lesion Classification Based on Deep Convolutional Neural Networks Architectures

Page No: 1-11

Skin cancer is among the primary cancer types that manifest due to various dermatological disorders, which may be further classified into several types based on morphological features, color, structure, and texture. The mortality rate of patients who have skin cancer is contingent on preliminary and rapid detection and diagnosis of malignant skin cancer cells. Limitations in current dermoscopic images, including shadow, artifact, and noise, affect image quality, which may hamper detection effort. Attempts to overcome these challenges have been made by analyzing the images using deep learning neural networks to perform skin cancer detection. In this paper, the authors review the state-of-the-art in authoritative deep learning concepts pertinent to skin cancer detection and classification.
10.5281/JCSE.20.06/01
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Convolutional Neural Networks Architectures. (2020). Skin Lesion Classification Based on Deep Convolutional Neural Networks Architectures. Journal of Computer Science, 20(6), 1-11.

Serial: 2

The Role of IoT in Agriculture of Telangana

Page No: 1-6

IoTinagriculturecanbeusedtoachievedifferentgoalsasitcanactuallytransformagriculture.Thepur poseofIoTbasedsmartagricultureistomakestrategicdecisionsfortheentirefarm.Asaresult,thedevelopmentofIo Ttechnologiesinthefieldofagriculturewillacceleratetheadoptionofsmartfarmingintheagriculturalse ctor.Agronomistscannowbenefitfromthetechnologyandusethedatatooptimizetheiroperations.Atth esametime,withtheexpansionofsmartfarmingagriculturesensorsuse,cropmonitoringandcropmanag ementwillbeevenmoreeffectiveandusefulfortheagricultureorganization.Theultimategoalistoincrea sethenumberofcrops,minimizewaste,andmaximizetheefficiencyofhuman labor. In addition, smart agriculture sensors stimulate farmers to optimize the use ofarable land through predictive analytics. A soil sensor, in turn, can be used to measure crophealthandsoilmoisture.
10.5281/JCSE.20.06/02
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Dr. Srinivasa Rao Kadari. (2020). The Role of IoT in Agriculture of Telangana. Journal of Computer Science, 20(6), 1-6.

Serial: 3

A Study on the Effectiveness of Training and Development of Employees in Koso India Pvt Ltd, Kanjikode Palakkad

Page No: 1-13

Training and development initiatives are educationalactivities within an organization that are designed to improve the job performance of an individual or group. These programs typically involveadvancingaworker'sknowledgeandskillsetsandinstillinggreatermotivationtoenhance job performance. Traininganddevelopmentrefertoeducationalactivitieswithinacompanycreatedtoenhancethe knowledge and skills of employees while providing information and instruction on how to better performspecifictasks.Trainingisashort-term reactiveprocessmeant foroperativesandprocess while development is designed continuous pro-active process meant for executives. In training employees' aim is to develop additional skills and in development, it is to develop a total personality. In training, the initiative is taken by the management with the objective of meeting the present need of an employee. In development, initiative is taken by the individual with the objective to meet the future need of an employee. | 1.
10.5281/JCSE.20.06/03
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Ms. Jyothika J and Dr. Ashokan C. (2020). A Study on the Effectiveness of Training and Development of Employees in Koso India Pvt Ltd, Kanjikode Palakkad. Journal of Computer Science, 20(6), 1-13.

Serial: 4

A Study on Cash Management of South India Metal Company, Shoranur

Page No: 1-11

Cashmanagementdealswiththemovementofmoneyintooroutofabusiness,project,orfinancial product it is usually measured during a specified, finite period of time. The need for cash to run theday-todaybusinessactivitiescannotbeoveremphasizedonecanhardlyfindabusinessfirm, which does not require any amount of cash indeed, firms differ in their requirements of the cash. Thepurposeofaprojectstudyistoprovideadetailedunderstandingoftheproject'sscope, objective,requirements,riskandpotentialbenefits.ittypicallyincludesconductingdata,analyzing markettrends,assessingfinancialimplications,evaluatingtechnicalrequirementandconsidering regulatory and legal consideration . Theobjectivearetoanalyzethecashmanagementandtodetermineefficiencyincash,inventories, debtors and creditors. Further, to understand the liquidity and profitability position of the firm. These objectives are achieved by using ratio analysis and then arriving at conclusions, which are important to understand the efficiency / inefficiency of cash.
10.5281/JCSE.20.06/04
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Ms. Veena Vijayakumar and Dr. Ashokan C. (2020). A Study on Cash Management of South India Metal Company, Shoranur. Journal of Computer Science, 20(6), 1-11.