Articles

Predictive Modeling in Remote Sensing Using Machine Learning Algorithms

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Predictive modeling in remote sensing using machine learning (ML) algorithms has emerged as a powerful approach for addressing various environmental and climatic challenges. This paper explores the integration of advanced ML techniques with remote sensing data to enhance predictive capabilities for applications such as land cover classification, crop yield prediction, climate change monitoring, and disaster management. We review related works and existing systems, highlighting platforms like Google Earth Engine (GEE), NASA Earth Exchange (NEX), and Sentinel Hub, which leverage cloud computing to handle large-scale data processing and model deployment. The proposed system incorporates data acquisition, preprocessing, feature extraction, model selection and training, and prediction and visualization to provide accurate and timely predictions. Future enhancements, including deep learning integration, real-time data processing, enhanced user interfaces, and collaboration with Internet of Things (IoT) devices, are discussed to further strengthen the system’s capabilities. The paper concludes by emphasizing the potential of ML algorithms in transforming remote sensing applications, supporting informed decision-making, and improving the management of Earth’s resources.

Revolution in Data Market: A Study on Data Consumption in India

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 India has been a developing country; in the process of development India has seen massive revolution in information technology. As information technology industry is growing in a fast phase that has enabled the people to use smartphones and computers extensively which has resulted in excessive consumption of data. Smart phones are not just phones now they have become an integral part of our life, as a result of which the data consumption has also seen an immense growth. In this article we will be discussing on how smart phones have replaced many elements and also how extensively data is being consumed in the name of entertainment, though India is in developing stage which has a lot of disparities in rural and urban region, but in urban and semi urban and also in rural some portion of society, terrain there is a community which is using the data enormously. Data consumption has grown a massive growth specially in the period of covid. The covid lock down has also contributed to the OTT platforms like amazon prime, Netflix, voot, zee5 etc are demanded by the middle income and high income group people. We will be comparing the average amount spent on data purchase and average amount of data consumed per head. In this article we have attempted to understand at what rate data is being consumed, what is the average amount of money spend on data per head.

Drawing Various Graphics and Shapes and Creating Animated Models of Them in Video form and Securing them Using Artificial Intelligence

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Algorithms and tools for establishing optimal control in artificial intelligence software and hardware, drawing images, information security, and using fractal technologies are discussed. Bring your ideas to life with AI–generated images. If you’re a problem solver with a passion for machine learning and a desire to work on cutting–edge technologies, we want to hear from you. We have a variety of open positions in research, development and other areas. Come be part of our team and help change the way the world thinks about artificial intelligence and imaging. Intelligently designed robots help and work in various areas of human life. What is artificial intelligence. If we talk about artificial intelligence, there are many methods of artificial intelligence around the world. A special national strategy for the development of artificial intelligence has also been developed in Uzbekistan. You must have heard of 10 Mobile AI Art Generator Apps for Android and IOS in 2023. They are powered by artificial intelligence. Whether you are an artist or not, you might be interested in creating art with AI art generator apps. These apps can be used to create digital art, abstract art and even traditional art styles. They use very cool fractal algorithms. Check out the flames below for an example. Lens–AI Art Image Generator, Wonder–An app that creates art from your text, Fotor–AI Art Generator, DeepArt–AI Art Image Generator, StarryAI–Create art with AI, TikTok–Turn your photo into AI art, PicsArt–Text to image AI generator, WOMBO–AI based application that creates amazing pictures, Canva–Art Generator from AI text, FaceApp–AI Face Editor. The development of standards in the field of system communication, artificial intelligence and smart city, the impact of artificial intelligence, and drawing pictures of the development of human civilization by intelligent systems are the specific features of artificial intelligence.

Methods and Tools for Creating Virtual Robots Using Self-Organization or Hierarchical Behavior in Ensuring the Security of Artificial Intelligence

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This article discusses algorithms and tools for setting up optimal control, information security, and the use of Coppeliasim technologies in artificial intelligence software and hardware. Cleverly created robots help and work for different areas of human life. What is artificial intelligence. AI methods: NLP, CV, Data Science. National Strategy for the Development of Artificial Intelligence in Uzbekistan.AI research.AI standardization. Standards in the field of artificial intelligence in all areas. Top 3 Trends in Artificial Intelligence. Uzstandart approved the first standards in the field of AI.ISO / IEC experts support proposal to develop Uzbek language standard. Development of standards in the field of quantum communications, AI and smart city The impact of artificial intelligence. Threats to the development of human civilization. Impact on the economy and business. Impact on the labor market. Wrongness of artificial intelligence. Artificial intelligence technology market. AI market in Uzbekistan. Global AI market. AI applications. Artificial intelligence technologies and solutions: a turning point.AI in decision making: today and tomorrow. Artificial intelligence in software development. Artificial intelligence to solve demographic problems. Use of AI for defense and military purposes. Use in education. Use of AI in business.