Journal of IMS Group

Early Detection of Dementia using Machine Learning Techniques

IMS Ghaziabad adminimsgzb — 2023-03-31

Today, as many as 7% of adults aged sixty and above suffer from dementia. Over four million individuals in India
suffer from dementia in some form. Dementia affects at least 44 million people worldwide, making it a global health
concern that must be tackled. Dementia is a condition of the mind rather than a disease. It is defined as a significant
deterioration in mental function from a prior higher level that interferes with a person’s everyday activities. Abnormal
brain alterations create the disorders included under the umbrella term "dementia." This condition causes a
deterioration in thinking abilities, also known as cognitive capacities, that is severe enough to interfere with everyday
living and independence. It also has an impact on one's conduct, emotions, and relationships. Early identification and
diagnosis of dementia can help in halting disease progression and minimize stress and morbidity in patients and
caregivers. The objective of this work is to implement different machine learning-based models to identify dementia
using gathered data and brain MRI scans in general practice. The approach might be beneficial for detecting persons
who may have dementia but have not been formally diagnosed or who have a tendency for it. To improve the results,
appropriate feature engineering and data preparation were used. Finally, using suitable performance assessment
parameters, the outcomes from all of the models were compared.

5th Generation Networks - Networks of New Era

IMS Ghaziabad adminimsgzb — 2023-04-03

Abstract - In this Paper We want to talk about the Current or Future Generations of Network and Successor of 4g
networks - 5th Generation Network, 5g is a new era of technology comes with new technologies like
OFDM(Orthogonal Frequency division Multiplexing) , Radio Wave Technologies, BDMA(Beam Division Multiple
Access) etc are some technologies of 5th Generation Networks, also about situation of 5g in India.
In this paper We will discuss these points
1. What is 5g
2. Why we need 5g
3. What 5g delivers us
4. Technologies in 5g
5. Future of 5g in India and world
6. Satellite Technology
7. 5g open source architecture
8. 5g open core network and its functionality

Flexible Work Arrangements and its Impact on Work-Life Balance

IMS Ghaziabad adminimsgzb — 2023-04-03

“Flexible work arrangements” is a strategic part of the ecosystem of progressive organizations. There has been
exponential increase in organizations that offer flexible work arrangements to their employees. Flexible work
arrangements encompass various components which individually and collectively help in improving the overall
wellbeing as well as work-life balance of the employees working in various organizations. The relaxations provided
under flexible work arrangements improve the overall work-life balance of the employees significantly and help
employees to become more productive and engaged. The objective of this paper is to elucidate the concept of flexible
work arrangements, its components, the benefits accruing to the organizations and employees as a result of
implementing flexible work arrangements, the relationship between flexible work arrangements and well being as
well as the relationship between flexible work arrangements and work-life balance.

Louis Vuitton Embraces 3D Printing taking Luxury to New Frontiers of Innovation and Technology

IMS Ghaziabad adminimsgzb — 2023-04-03

The Luxury Goods Industry is going through a drastic revolution as both clothing manufacturers and consumers have
been acclimatizing to a rather new way of interaction. Manufacturers are shifting their approach towards integrating
innovation into their longstanding research development and product development aligning them with consumers’
demands across the globe. This paper aims at studying innovation solutions, in the form of a case study, adopted by
iconic French Luxury brand Louis Vuitton (LV), which is focused on delivering luxury shopping experiences using
state-of-the-art 3D Printing technology which has been emerging tremendously. 3D-printing is a popular scientific
technology for creation of 3D articles by placing sequential layers of diverse constituents. Among the extensive
assortment of applications, Louis Vuitton has adapted this printing model to modernize their brand products. LV has
constantly been the frontrunner in manufacturing high quality, high-end merchandises that customers religiously
admire. In continuation this ongoing custom, LV designers are relentlessly looking for novel and enhanced mediums
of supplying these goods to the customers. The application of modern technology, to embrace desktop 3D printing,
will remain to be a crucial instrument in its expedition. This study also looks at the impact of LV’s first worldwide 3D
printing outlet in Australia working hand-in-hand with specialist 3D print generator and how the brand is today
likely to influence the usage of this 3D technology globally. The findings show that desktop 3D printing at LV has
permitted scientists and producers at all of their locations to further experiment and be more creative in designing
innovative and improvised fabrication techniques. New manufacturing methods applying 3D printing are
effortlessly explored, executed at economic budgets to be then shared on collaborative terms with other LV
manufacturing units globally, thus allowing easy transitions in fresh start-ups and manufacturing line changes as
each new season approaches.