This research sheds light on the impact of artificial intelligence (AI) in online education by investigating how AI technologies positively affect learning experiences, improve teaching mechanisms, and influence students' outcomes with a mixed-method design. The study combines quantitative findings from 108 respondents qualitative insights. A structured form was distributed to students instructors capture their perceptions concerning most significant AI-related tools; adaptive system,...

Internet of Things is becoming popular day by day. In a layman language, it involves the integration sensors to objects everyday use. IoT increasingly being used in multifaceted areas manage and control devices resulting constructing smart cities worldwide. Smart based on includes installment management for efficient tracking monitoring. The introduction technology, services industries urban have led establishment lives. present paper review need introduce new technological advancements...

We present a method for classification of images using GA-NN approach. will take standard image data set from UCI repository or we can create by clicking camera and further extracting features mazda software. In either case be getting feature-set images, which reduced (optimized) feature subset selection Mutual Information based filter approach Genetic algorithm. This optimal classified neural network (nprtool). Finally are comparing our results with the existing Multi-SVM method.

This study records the general perception of local residents on tourism industry at Nainital in Uttarakhand and highlights major concerns influx tourists. The researchers conducted a analysis addressed issues like environmental threats, safety risks, traffic congestion, increased cost inconvenience etc. proposed sensor model as solution to existing problem. It reviews traditional method data collection management tourist inflow suggests technologies maintain accuracy footfall for regulation...

Timely cleaning of dustbin is a big challenge and if left unaddressed, it may pose several health risks by making the place unhygienic. Current system for waste management in local areas small highly populated cities sluggish which leads to lot garbage strewn all over city. The rate generation so high that collector doesn't visit couple days creates conditions adverse. In covid-19 pandemic situation, was very important monitor decompose medical properly. handling normal home also challenging...

A mentor is someone who can help, provide guidance, and support a mentee. The professionals or experts whose opinions guidance we esteem, admire, heed are mentors. With technological growth, AI mentors have become prevalent these days. In order to assist people, particularly students, in all facets of life, mentoring concept that combines with machine learning. Regardless the subject, an chatbot help its student. chatbots, students simply receive answers their queries without experiencing...

Car parking is an essential element for tourist management in tourism industry. The footfall directly connected to traffic congestion of a destination. intention this study investigate the need effective car system at Nainital Uttarakhand. researchers have proposed Internet Things regulation vehicles area. model offers reservation reduce run time hustle faced by tourists due unavailability slot technology can detect and display availability empty slots each government which be viewed prior...

In this study, an amalgamation of NDVI with different meteorological entities were taken in use to predict the wheat crop yield for study area Saharanpur region Uttar Pradesh. Cloud free season's images Sentinel satellite a period year 2021–22 containing along its nearby areas considered discrimination crop. SNAP tool was used derive area. Six models including SVM, Random Forest, Neural Network, Linear Regression, Gradient Boosting and AdaBoost calculate values MSE, RMSE, MAE R2 score. The...

A synchronous motor belongs to the class of AC motors. It operates at a fixed speed termed as speed, which depends on frequency applied ac, and number poles in motor. Synchronous motors exhibit advantages terms precise regulation, power factor correction, high efficiency. Some drawbacks associated with are cost complexity, limited range speed. Torque maximization has an instrumental role improving its efficiency performance. This can be accomplished using various optimization algorithm viz....

Transfer learning is a new concept that has the potential to propel machine further in research and industry. One of key reasons use it absence data on specific jobs, as gathering classifying can be costly time-consuming. In learning, transfer used reprocess formerly trained model an original problem. uses knowledge from previous assignment improve prediction about task. allows CNNs learn with small amounts by transferring models have been pre-trained big datasets. this paper we various...

One of the most dangerous effects diabetes is diabetic retinopathy, which, if ignored, results in lifelong blindness. Early detection, which crucial for successful treatment outcomes, one key obstacles. Unfortunately, it takes a skilled human to accurately evaluate fundus images determine exact retinopathy stage. Millions people can benefit from detecting step's simplification. The identification area where convolutional neural networks (CNN) have been successfully utilized. detection may...

The NDVI is an extensively used numerical indicator that utilizes the NIR and red band of EM spectrum. It waged to analyse evaluate ground locations for presence live green vegetation by using remote sensing images. This paper provides analysis utility in mapping wheat crop selected area Saharanpur region, Uttar Pradesh, India. Images Sentinel 2B were collected from November 16, 2018 April 15, 2019. A total 16 different date satellite images analysed calculate values same region. For land...

In this article, three different indices NDVI (Normalized Difference Vegetation Index), BNDVI (Blue Normalized Index) and GNDVI (Green are used for the identification of wheat, mustard sugarcane crop Saharanpur district’s region Uttar Pradesh. Sentinel 2B satellite images collected from October 02, 2018 to April 15, 2019. These processed using Google Earth Engine. sentinel generate NDVI, GEE. further SNAP software particular values 210 locations calculated. The same process is calculating...