7 documents found, page 1 of 1
Machine-learning-based frameworks for reliable and sustainable crop forecasting
Singh, Khushwant; Yadav, Mohit; Barak, Dheerdhwaj; Bansal, Shivani; Moreira, FernandoFueled by scientific innovations and data-driven approaches, accurate agriculture has arisen as a transformative sector in contemporary agriculture. The present investigation provides a summary of modern improvements in machine-learning (ML) strategies utilized for crop prediction, accompanied by a performance exploration of contemporary models. It examines the amalgamation of sophisticated technologies, cooper...
Techniques in reliability of internet of things (IoT)
Singh, Khushwant; Yadav, Mohit; Singh, Yudhvir; Moreira, FernandoThe Internet of Things (IoT) has rapidly transformed the way we interact with technology, connecting numerous smart devices to the internet. However, with the proliferation of IoT applications, ensuring the reliability of these interconnected systems has become a critical concern. The current paper presents the reliability of IoT systems achieved through a combination of fault tolerance, robust communication pr...
Reliability of IoT Systems for fire detection
Singh, Khushwant; Yadav, Mohit; Barak, Dheerdhwaj; Moreira, FernandoIn this paper, a smart IoT system including the software and hardware aspects of its design, as well as its operation in the context of a city or a building, along with its advantages, disadvantages, and potential applications, all with a focus on fire safety have been analyzed. Based on the results of the aforementioned research, it is clear that an IoT-based fire system may be tailored to the specific require...
NLP on text messages using sentimentality investigation
Singh, Khushwant; Yadav, Mohit; Moreira, FernandoE-commerce is becoming more and more popular in this digital era since it allows customers to order things online and have them delivered right to their doorsteps. Reviews now have more significance as consumers use them to make informed decisions about what to buy. By classifying and learning from reviews, machine learning might help with the laborious work of sifting through hundreds of them. Sentiment analys...
Object Sensing Robot and Distance Measurement Using Arduino UNO
Sharma, Hemant; Sharma, Sunandan; Kumar, Hardik; Yadav, Mohit; Singh, Khushwant; Moreira, FernandoThe design of robots that can avoid obstacles has been attempted and succeeded several times. The path mapping procedure, the methods used to establish the operating parameters, and the sensor selection all vary throughout these efforts. This research presents an inexpensive ultrasonic distance sensor for mobile robot navigation’s obstacle avoidance feature. The Arduino UNO microcontroller, a Wi-Fi module, and ...
Quantum Deep Learning: Reliability of deep learning empowered garbage sorting a...
Singh, Khushwant; Yadav, Mohit; Moreira, FernandoEnvironmental pollution by garbage is the biggest problem in most developing countries; garbage waste processing management and recycling are significant for ecological and economic reasons. Computer vision techniques are very advanced in many applications for object detection and classification, an extensive study on the use of artificial intelligence for garbage processing has been done and it is lagging beca...
Reliability on the Internet of Things with designing approach for exploratory a...
Singh, Khushwant; Yadav, Mohit; Singh, Yudhvir; Barak, Dheerdhwaj; Saini, Ashish; Moreira, FernandoThe Internet of Things (IoT) proposes to transform human civilization so that it is smart, practical, and highly efficient, with enormous potential for commercial as well as social and environmental advantages. Reliability is one of the major problems that must be resolved to enable this revolutionary change. The reliability issues raised with specific supporting technologies for each tier according to the laye...