Credit card fraud is among the most prominent financial frauds in ever-growing industry. firms must detect fraudulent transactions to ensure clients are not billed for products they did purchase. With technological advancements, have increased, driven by proliferation of online payment options. Machine learning algorithms play a pivotal role detecting analyzing transaction behavior. This study presents model achieving 99.92% accuracy using techniques like Random Forest Classifier, SVC, and...

Stress is a common concern affecting all the age groups, negative consequences on both physical and mental health. Early identification management of stress are essential for maintaining overall well-being. A system designed to detect can assist individuals in monitoring regulating their levels. According recent study by Brain Health Foundation, approximately 10% India’s population suffers from conditions like stress, anxiety, depression, which negatively impact quality life. This detection...

Objectives: The increasing frequency of cyber threats necessitates the advancement Intrusion Prevention Systems (IPS). However, existing IPS models suffer from high false positive rates, inefficiencies in real-time detection, and suboptimal accuracy levels. Methods: This study presents a CNN-LSTM hybrid model optimized for intrusion detection. CICIDS2018 dataset was utilized training, incorporating feature selection, hyper-parameter tuning, dropout-based regularization to improve efficiency...

WHO defines health as a “state of complete physical, mental and social well-being not merely the absence disease or infirmities”. Health care services are most vital for all people around world. Provision has increased in recent years but still there is acute scarcity medicine specialists providers rural, hilly, slum other hard to reach areas across There need sustainable, reliable, adaptable, accessible, economical secure system providing facilities such areas.

This research paper delves into the realm of cybersecurity threats and countermeasures within Indian financial sector, a domain increasingly susceptible to cyber attacks due rapid digitalization. The primary objective this study is assess current state awareness, effectiveness existing countermeasures, identify potential gaps in framework sector. Employing structured questionnaire, data was collected from 750 respondents across various demographics including analysts, IT professionals,...

Face Ageing is a method for converting person’s image into certain age group. Recent research has shown that generative adversarial networks are capable of producing artificial pictures. In the paper, conditional GAN- based model facial ageing proposed. Finally, cutting-edge “Identity Preserving” optimization strategy initiated. The suggested technique tremendous potential, as by an objective analysis photos aged and rejuvenated faces produced utilising recognition estimation technologies.

WHO defines health as a "state of complete physical, mental and social well-being not merely the absence disease or infirmities". Health care services are most vital for all people around world. Provision has increased in recent years but still there is acute scarcity medicine specialists providers rural, hilly, slum other hard to reach areas across There need sustainable, reliable, adaptable, accessible, economical secure system providing facilities such areas.

The Front end read out circuits are major block in the implementation of Capacitive MEMS accelerometer. read-out comprises preamplifier containing folded cascode fully differential operational amplifier which required for signal conditioning signals received from sensors. op-amps prime elements design and mixed integrated circuits. high gain low power designed helps designing precision IC’s numerous application. Amongst available topologies topology plays vital role development power, This...

Covid-19 affected the whole world very badly, developing countries like India faced a scarcity of real-time information beds available for Covid 19 patents, especially during second wave. It led to panic situation over country. The decision-makers were unable make right decision at time due lack proper information. This research paper covers study various systems which provides regarding availability Beds different categories in Hospitals pandemic situations. After studying systems,...

the Chernobyl disaster was world worst nuclear disaster, took place in power plant due to explosion of reactor at Pripyat city Ukraine. It led 31 deaths including fire fighters and workers on same day andabout 15 indirect up 2011. Also around 115000 people were evacuated from a 30 km zone plant. In this paper author gives case study disaster. And also, finds reasons its effect human beings after accident. confinement process number 4.

Bhopal is known for one of the biggest industrial disaster, as Gas Tragedy. The disaster occurred in capital Madhya Pradesh, at a pesticide plant, on 2-3 December 1984. caused due to leakage excessive amount MIC gas, that huge amounts death and severe injuries people being caught by dangerous gas. Due this, Tragedy be worlds most disaster. In this case study, author has explained about happenings its reasons also suggested some points avoid such kinds major future.

Presently, the brain signals are recorded by various techniques like MRI, FMRI, CT SCAN and EEG. Here we using EEG technique to record in this study. As it is a common used extensively for detection of tumours. The motive behind study examine variations two different database recordings considered; Bern Barcelona (BB), Bonn University (BU). Butterworth filter applied take out artifacts from signals. decomposition decompose denoised This helps determine necessary information, complete...

Goel Digital Marketing Agency, founded in 2021, is a cutting-edge company that specializes providing comprehensive digital marketing solutions to businesses of all sizes. With team highly skilled professionals, they are committed helping their clients establish strong online presence and achieve goals. Their innovative strategies data-driven approach ensure stay ahead the competitive landscape. Web design, web development, lead generation, search engine optimisation (SEO), content marketing,...

Authors are proposing a tool to predict the presence of Autism Spectrum Disorder is required all over world as there only few reliable indicators and they mostly behavioral based. The abnormality in gaze eye has been indicated be predictor ASD. earlier ASD detected, better so that intervention can carried out at an early age which beneficial for growth child. identification using will make it easier intervene instead waiting other symptoms such atypical behaviors, lack awareness people,...

Human life was shaken in year 2019 when a new virus recognized China. This threatened the whole Earth and later on we faced proper lockdown as well. To avoid this pandemic social distancing quarantine had been followed by world. In such doctor visits were important but due to spread of infection it not possible. But many time patient needs care observation medical staff be fine. Here, with advance modern technology, one can seek benefit which allow us monitor without result are also...

Networks are working at their apical efficiency and increasing in size by every second; emergence of various threats becomes hindrance the growth privacy users. The network is vulnerable to security breaches, due malicious nodes. Intrusion detection systems aim removing this vulnerability. In paper, intrusion mechanisms for large-scale dynamic networks investigated. Artificial immune system a concept that works protect way vertebrates work nature. This paper also illustrates artificial...