Volume 12 | Issue 10 |

 Abstract

Nakadrahit Bhugtan Pranali : Shambhavnaye , Aarthik Vikas , Prodhyogikigat Chunoutiya

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Nakadrahit Bhugtan Pranali : Shambhavnaye , Aarthik Vikas , Prodhyogikigat Chunoutiya

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Mushrooms are diverse fungi that can be either edible or poisonous, posing a significant health risk if misidentified. This study explores the application of data mining techniques to classify mushrooms based on their characteristics, such as cap shape, color, odor, and more, to determine their edibility. The dataset used for this research includes 8124 mushroom instances, each described by 23 features, with 4208 labeled as edible and 3916 as poisonous. Two popular data mining algorithms, Artificial Neural Networks (ANN) and Logistic Regression, were employed to build predictive models. These models were evaluated using classification performance metrics including accuracy, precision, and recall. The results indicate that the ANN outperforms Logistic Regression, achieving an accuracy of 98.62%, demonstrating its effectiveness in distinguishing between edible and poisonous mushrooms. This paper highlights the potential of data mining techniques for improving classification accuracy and ensuring safe mushroom consumption.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

A Case Study on Mushroom Classification Using Data Mining Techniques: An Experimental Approach

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Conductometric titration curves of Erbium(III)-complexes with Nitrogen and Oxygen containing ligand Indole derivative [viz : 1H-indole -3-carboxylic acid (I3CA) , 1-( 1H-indole-3-yl) ethanone (3ATI), 1H-indole-3-carbaldehyde (I3CD), 2-(1H-indole-3-yl)ethanoic acid (2IEA), 4-(1H-indole-3-yl)butanoic acid (4IBA)] have been studied and analyzed in non-micellar solvent (Alcohol+water) and micellar surfactant medium [Polyethylene glycol monododecyl ether (BRIJ35), Cetyltrimethylammonium bromide (CTAB), Sodium dodecyl sulphate (SDS)] at 298 K temperature. The Association constant KA , Gibbs free energy of association ?GA , formation constant or stability constant Kf as logKf and Gibbs free energy of formation ?Gf have been calculated with the help of Conductometric titration curves of Erbium(III)-with Indole derivative (I3CA, 3ATI, I3CD 2IEA, 4IBA) at 298 K temperature in non-micellar medium and different micellar surfactant medium. Metal-ligand complexes in 1:1, 1:2, 1:3 [M:L] ratio is obtained as inflammation point in the plot of molar conductance ?m (S cm2 mol-1) and ligand/metal [L]t / [M]t ratio. Stability of 1:1, 1:2, 1:3 [M:L] metal ligand complexes have been evaluated in term of formation constant as logKf and thermodynamic parameter ?Gf. Stability of Erbium(III)-complexes shows somewhat different behaviour on increasing the ligand/metal [L]t / [M]t ratio and alteration of different micellar medium.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Conductometric titration, non-micellar and micellar medium, molar conductance, surfactant, thermodynamic parameter, stability constant.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

All over the world, urban areas are passing through a process of speedy growth and expansion, not by increase in fertility or migration, but by land acquisition and merger of villages in their fringe. While greater space is required for the metropolitan cities to accommodate several industrial/technological, service, manufacturing, and commercial sectors, the fact that agricultural lands are acquired by law to enable the same is leading to a complex sociological process of rehabilitation and resettlement of the displaced people. The present paper is based on sociological research carried out in Mysuru City, highlighting several constraints and challenges faced by both the landowners and landless wage earners in the selected urban fringe villages of Mysuru City. Inadequacy of, delays, and absence of transparency in the procedure and absolute lack of participation by the local organization, the Grama Panchayat in the whole process of land grab and compensation, have pointed towards the need for a thorough revision in Rehabilitation and Resettlement Laws and Implementation from a people's perspective in development.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Rural-Urban Fringe, Land Acquisition, Special Economic Zones, Liberalization, Inequality

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The purpose of the present was to investigate the effects of aquatic plyometric training on measures of physical performance among college students. For the study, a total of 20 male college students were randomly selected of age between 18 to 25 years. The selected subjects were equally randomized into two groups - Experimental Group and Control Group. The experimental group performed six weeks of aquatic plyometric training twice a week while control group was not involved in any sort of training. All the subjects were tested twice i.e. before and after the training for three variables - vertical jump using wall test, agility using modified agility t test, and 30-m speed. For statistical analysis, paired t-test was used to compare the pre and post-test values at 0.05 level of significance. The findings showed that aquatic plyometric training had significant effect on vertical jump, agility, and speed in experimental group as their performance improved after six weeks of aquatic plyometric training.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

aquatic, plyometric, vertical jump, agility

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The way youth consume media has changed drastically with the onset of digitization in the country. The Indian youth now have unprecedented access to various global platforms with the proliferation of streaming platforms - Netflix, Amazon Prime Video, Disney+ Hotstar - and high-speed internet. In India where traditional media continue to have cultural significance, young Indians are increasingly turning to various digital media channels for the convenience and freedom of choice these platforms offer. They can consume media on their phones, laptops, and tablets, anytime, anywhere at their convenience. Youth currently interact with one or more media platforms, primarily daily. It helps the students improve their decision-making abilities, solve issues, and develop their attitudes, beliefs, and skills. This study examines the media literacy behaviors of higher education students at universities in Haryana. By understanding how students navigate and interact with different media platforms, the research aims to uncover patterns of media consumption. This would help to learn the impact on their academic, and personal lives, and the development of critical thinking skills. The findings underscore the importance of integrating media literacy into the educational curriculum. By incorporating media literacy into pedagogy, educators can better equip students with the skills needed to critically

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Media Literacy, Higher education Students, Haryana, digital media.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the present dynamic world Total Quality Management (TQM) has become one of the most indispensable structures for strengthening the service quality of various sectors including libraries. In this age of information technology, there has been changes in libraries regarding dissemination of quality information and giving importance to user satisfaction as well. There is a strong requirement for assessing the quality of libraries. For effective implementation of quality management in libraries there is a need to understand the application of appropriate quality management concepts and techniques. This paper explores an overview of the implementation of TQM in libraries, showing the benefits and challenges faced in implementing this in libraries. The study also discusses the concept, definitions and principles of TQM.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Total Quality Management, Libraries, Quality Management, User Satisfaction

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

OBJECTIVES OF THE STUDY: 1.To assess the level of lower extremity perfusion among diabetes mellitus patients. 2.To evaluate the effectiveness of Allen Buerger exercise on lower extremity perfusion among the experimental group. 3.To corelate the lower extremity perfusion score between the experimental and Control group. 4.To find out the association between lower extremity perfusion score with selected demographic variables among diabetes mellitus patients. HYPOTHESIS: H0: There will be no significant difference between pre and post test score of lower extremity perfusion among diabetes mellitus patients in experimental group.H01: There will be no significant difference between experimental and control group of lower extremity perfusion among diabetes mellitus patients.H02: There will be no significant association between experimental and control group of lower extremity perfusion among diabetes mellitus patients. Dependent Variable: In the present study, dependent variable was lower extremity perfusion among diabetes mellitus patients Independent Variables: In the present study, independent variable was Allen Buerger exercise on improving lower extremity perfusion among diabetes mellitus patients. Setting Of The Study: The study was conducted in the selected hospitals of the city. Population: In the present study accessible population was diabetes mellitus patients of lower extremity perfusion. Sample: The study sample comprised of the patients having lower extremity perfusion such diabetes mellitus patients. Sampling Technique: Non probability purposive sampling is a technique where in the sample is gathered in a process that does give all the individuals of a family members who have a back pain in the population. SAMPLE SIZE: The sample size was 80, 40 for experimental group; 40 for control group. Major Findings Of Study: In this study, 5% of diabetes mellitus patients in experimental group had normal lower extremity score, 22.5% in experimental group and 27.5% in control group had some arterial disease, 65% in experimental group and 67.5% in control group had moderate arterial disease and 7.5% in experimental group and 5% in control group had severe arterial disease score. Minimum lower extremity score in experimental group was 0.40 and in control group it was 0.40 and in maximum lower extremity score in experimental group was 8 and in control group it was 0.90. Mean lower extremity score among diabetes mellitus, while after post test it shows 12.5% of diabetes mellitus patients in experimental group and 5% in control group had normal lower extremity score, 75% in experimental group and 82.5% in control group had some arterial disease and 12.5% in experimental group and 12.5% in control group had moderate arterial disease score. Minimum lower extremity score in experimental group was 0.50 and in control group it was 0.40 and in maximum lower extremity score in experimental group was 2 and in control group it was 1.40.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

A STUDY TO ASSESS THE EFFECTIVENESS OF ALLEN BUERGER EXERCISE IN IMPROVING LOWER EXTREMITY PERFUSION AMONG DIABETES MELLITUS PATIENTS ADMITTED IN SELECTED HOSPITALS OF THE CITY

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The endocannabinoid system is a complex cell-signalling system that plays a role in regulating internal activities such as sleep, emotions, pain, reproduction, immunity, appetite, GI function, and metabolism. Endocannabinoids (Anandamide, 2AG) bind to CB1 and CB2 receptors in the gut and regulate motility and inflammation. Endocannabinoid deficiency or dysregulation of the ECS might lead to chronic GI disorders. Grahani roga is one such ailment described in our classics in which the digestive system is altered. Vijaya (Cannabis sativa) is one such therapeutic herb that includes phytocannabinoids (CBD, THC) that operate similarly to endocannabinoids. The processed Vijaya is used as a single ingredient and as a component in various ayurvedic formulations in the treatment of Grahani roga. As a result, the current paper is an attempt to appreciate the role of Vijaya and its therapeutic applications in Grahani.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

IBS, endocannabinoid system, cannabinoids, Vijaya, Grahani roga.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The integration of Artificial Intelligence (AI) into medical imaging has transformed diagnostic procedures, enabling enhanced accuracy, efficiency, and predictive capabilities. This study evaluates the current applications of AI in medical imaging, focusing on its role in image analysis, disease detection, and workflow optimization. Key advancements in deep learning algorithms, including convolutional neural networks (CNNs) and generative adversarial networks (GANs), have led to significant improvements in detecting abnormalities, segmenting images, and predicting patient outcomes. Despite its benefits, the adoption of AI in medical imaging presents challenges, including data privacy concerns, interpretability of AI models, and integration into clinical workflows. This paper highlights the potential of AI to revolutionize medical imaging while addressing the ethical and regulatory considerations required to ensure safe and effective implementation. Our findings support AI's ability to complement radiologists and enhance patient care quality, emphasizing the need for continuous innovation and collaboration in this evolving field.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence, Medical Imaging, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Radiology, Diagnostic Accuracy, Image Analysis, Data Privacy, Clinical Integration

  License

Creative Commons Attribution 4.0 and The Open Definition