Volume 10 | Issue 6 |

 Abstract

Juvenile Justice is a component of criminal law that reduces criminal liability based on the assumption that a juvenile lacks the capacity to act maliciously. The conception of juvenile justice arose from the notion that the challenges of juvenile delinquency and kids in unusual settings could not be resolved through standard criminal justice methods. India's juvenile justice system is at a critical crossroads in its history. With all of these big adjustments, there is growing worry that the system has gone from its objective of rehabilitation and reformation. This essay examines the issues that the Juvenile Justice System is facing, which are eroding its legitimacy, and proposes plausible alternatives. The author contends that, while India's current juvenile justice system can be traced back to colonial rule with many improvisations, it lacks vitality and does not address the reality of exacerbated criminal tendencies among the young. The author makes a few recommendations that will help bring about change and fulfil the expanding needs of today's world. The rate of crime in our society is soaring at a breakneck pace. While the necessary law is in place, it is at the implementation phase that the majority of things fail. There is a loud voice within society advocating for strict rules, and the time has come to address them in order to ensure greater justice and a more effective juvenile justice system.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Juvenile Justice System, Criminal law, Crime, Reformation, Rehabilitation, Reforms

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

By lessening misfortune alteration costs, enhancements within the To begin with Take note of Misfortune and the speed with which claims are inspected and assessed might spare a lot of cash within the vehicle protections claims prepare. Car harm is consequently distinguished and classified utilizing progressed picture examination and design acknowledgment innovation. A method that compares before-and-after-accident car pictures to naturally identify the harmed location.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Convolution Neural Organize, Profound Learning, Picture classification, R-CNN, and protest location

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The objective of drug repurposing is identification of potential drugs and surveilling their in vivo efficacy and effectiveness against a disease. Drug repurposing is associated with several advantages. The risk of failure is low as it uses the drugs which are already been approved. It uses the drugs which has less unknown harmful adverse effects. Since it uses the drugs which have passed all pre-clinical trials and safety standards, the time span of drug development is reduced significantly. Drug repurposing requires less financial investment when compared to the discovery of new drug. It reduces the time frame for drug development as the drugs have passed all the pre-clinical trials and safety norms.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Covid, Corona Virus, Drug Repurposing, Graph Neural Networks

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Indexing Techniques, Map and Reduce functions, Join Operation, Hive, Hadoop

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Speech Emotion Recognition is a momentum research subject in light of its emotion handling. In this paper, we have done a short study on Speech Emotion Analysis alongside Emotion Acknowledgment. The initial segment of the paper is enhanced with a basic depiction. This paper incorporates the investigation of various kinds of emotions, elements to recognize those emotions and different classifiers to characterize them appropriately. Emotional speech databases, which are utilized in emotional speech recognition, are also analyzed critically. The Hidden Markov Model and Support Vector Machine were used in this study to discern human emotion through voice.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Speech Emotion Recognition, Feature Extraction, Recurrent Neural Networks, SVM, MFCC (Mel Frequency Cepstral Coefficient), LPCC (Linear Prediction Cepstral Coefficients), LPC (Linear Prediction Coefficients), Classifier, GMM (Gaussian Mixture Model), HMM (Hidden Markov Model), KNN (K-Nearest Neighbors), MLP (Multi Layer Perceptron), RNN (Recurrent Neural Network), MSF (Modulation Spectral Features), adaboost algorithm

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Financial Independency, Women Home Makers, Salary for Home Makers

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fire Detection, RGB and HSV Color Model, OpenCV, NumPy

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Groundwater quality must be assessed since it determines whether or not it may be used for drinking. Water for drinking, cooking, land farming and other purposes should be free of physical and chemical impurities. Groundwater is the primary source of drinking water. The physicochemical and biological examination of groundwater was used to determine the appropriateness of the water for consumption. The groundwater is polluted as a result of human and industrial activity. This is a significant issue nowadays. As a result, water quality analysis is critical for maintaining and improving the natural ecosystem. The factor analysis approaches are used to analyze groundwater quality data sets acquired from the CGWB, Gandhinagar in India in this study. The data were normalized and submitted to factor extraction in order to make it easier to comprehend and identify the characteristics that cause the most variability in water quality. The goal is to determine the reciprocal connections among the various water quality metrics in order to identify the key variables that influence reservoir water quality as well as the variations between them. The water quality index (WQI) is a useful and unique rating that depicts the total state of water quality in a single term and aids in the selection of appropriate treatment techniques to address the concerns.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

groundwater, water parameters, water quality standards, multivariate analysis, India

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The tolerancing concept is essential in part design process. It describes a relation between the many stages of the design and manufacturing activities. In this paper, tolerance models were developed to estimate required tolerance gap of selected assembly parts using python programming. The Monte Carlo Method is selected and using Uniform and Normal Distributions for finding required tolerance gap for given assembly.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Part tolerance, Tolerance gap, Monte Carlo Method, Python.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

As we know that each author has its own writing habits and certain inherent writing characteristics, that he or she uses in his or document writing unconsciously, we can study those hidden characteristics to identify their style of writing, this is very helpful in case of authorship detection, while two or more persons claim the ownership for the same content or document. Now a days, due to digitalization, someone can copy and paste your document and publish it with own name, which is a matter of copyright, but without sufficient proof, it is difficult to prove true legitimate ownership, in this paper we are discussing various characteristics and approaches and their importance that were used and discussed by many researchers in their work.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Features, classification, authorship attribution, stylometry

  License

Creative Commons Attribution 4.0 and The Open Definition