Recent Trends in Artificial Intelligence & it's Applications(e-ISSN:2583-4819) http://matjournals.co.in/index.php/RTAIA <p><strong>RTAIA </strong>is a peer-reviewed journal in the discipline of Computer Science published by the MAT Journals Pvt. Ltd. It is a print and e-journal focused towards the rapid publication of fundamental research papers on all areas of Artificial Intelligence. The Journal aims to promote high-quality empirical Research, Review articles, case studies and short communications mainly focused on Artificial Neural Networks, Machine Learning, Pattern Recognition, Soft Computing and Fuzzy Systems, Intelligent Robotic Systems, Image and Video Processing and Analysis, Swarm Intelligence, Medical Imaging, Speech Generation and Recognition.</p> en-US Mon, 01 Aug 2022 06:55:30 +0000 OJS 3.3.0.8 http://blogs.law.harvard.edu/tech/rss 60 Breakdown of Machine Learning Algorithms http://matjournals.co.in/index.php/RTAIA/article/view/1144 <p>Machine Learning (ML) is a technology that<br>can revolutionize the world. It is a technology<br>based on AI (Artificial Intelligence) and can<br>predict the outcomes using the previous<br>algorithms without programming it. A subset<br>of artificial intelligence is called machine<br>learning (AI). A machine may automatically<br>learn from data and get better at what it does<br>thanks to machine learning. “If additional<br>data can be gathered to help a machine<br>perform better, it can learn. A developing<br>technology called machine learning allows<br>computers to learn from historical data.<br>Machines can predict the outcomes by<br>machine learning. For Nowadays machine<br>learning is very important for us because it<br>makes our work easy. to many companies are<br>using machine learning in their products, like<br>google is using google its google assistant,<br>which takes our voice command and gives<br>what do we want from it, and google is also<br>using its goggle lens form which we can find<br>anything just by clicking a picture, and<br>Netflix is using machine learning for<br>recommendation of any movies or series,<br>Machine learning has a very deep effect on<br>our life, like nowadays we are using selfdriving car’s.</p> Munesh Meena, Ruchi Sehrawat Copyright (c) 2022 Recent Trends in Artificial Intelligence & it's Applications(e-ISSN:2583-4819) http://matjournals.co.in/index.php/RTAIA/article/view/1144 Mon, 17 Oct 2022 00:00:00 +0000 Statistical Analysis and Classification of Calamity Related Tweets http://matjournals.co.in/index.php/RTAIA/article/view/1107 <p>Twitter and other social media platforms <br>have emerged as popular channels for <br>communication during emergencies. Social <br>networks generate huge amounts of data due <br>to the behaviour of their users. A wide range <br>of topics is discussed on social networks, <br>including politics, health issues, and natural <br>disasters. Therefore, public data provides a <br>wealth of information on many topics. <br>Traditional methods of communication have <br>been enhanced in many ways by the Internet. <br>In disaster assessment, Machine Learning <br>(ML) and Artificial Intelligence (AI) <br>algorithms are becoming increasingly <br>popular. The use of micro blogging platforms <br>such as Twitter during natural catastrophes <br>and emergencies generates an increasing <br>number of posts on these platforms. In this <br>paper, we examine natural disasters, <br>including avalanches, tornadoes, hurricanes, <br>droughts, earthquakes, landslides, tsunamis, <br>floods, volcanoes, and wildfires. We extract <br>data from Twitter Network and classify them <br>as disaster and non-disaster tweets as target <br>and non-targets using SVM, Word2Vec, TFIDF, and BERT model.</p> Sahana V, Thanushree Gowda, Vanishree S Copyright (c) 2022 Recent Trends in Artificial Intelligence & it's Applications(e-ISSN:2583-4819) http://matjournals.co.in/index.php/RTAIA/article/view/1107 Tue, 04 Oct 2022 00:00:00 +0000 Video Streaming in Vehicular Ad-Hoc Networks- A real-time Implementation http://matjournals.co.in/index.php/RTAIA/article/view/895 <p><strong>A Vehicular Ad-Hoc Network or VANET is a class of a Mobile Ad-Hoc Network (MANET). Vehicular Ad-hoc networks help in the implementation of various driving safety applications. Communication (Vehicle to Vehicle) in vehicles is wireless transmission of data that provides services for important safety improvements.&nbsp; </strong></p> <p><strong>&nbsp;The adoption of video transmission in VANETs communication has become essential due to the comprehensiveness and applicability of video data for on-road advertisement and infotainment. Video communication in VANETs helps in capturing and monitoring the environment, surveillance, traffic accidents and disaster based smart city applications.&nbsp; </strong></p> <p><strong>In this paper, we apply real time video streaming in VANETs in order to reduce the traffic congestion due to accidents. We apply various techniques for video streaming between vehicles and analyze these techniques for their performances. This paper describes the implementation of accident detection using Mobile net object detection model and video streaming using socket programming technique.</strong></p> Nandhini Vineeth, Abhijit H Kulkarni, Dhiraj Satish Shet, Kirankumar M Copyright (c) 2022 Recent Trends in Artificial Intelligence & its Applications http://matjournals.co.in/index.php/RTAIA/article/view/895 Mon, 01 Aug 2022 00:00:00 +0000 The Role of AI/ML Technology in Recent Post Covid Era Education System http://matjournals.co.in/index.php/RTAIA/article/view/1137 <p>With the evolving use of smart devices <br>ranging from the wearable devices like smart <br>watches, smart phones and tablets to personal <br>computers like Laptops and Desktop, the <br>education methodologies are need to be <br>updated to cater the innovative methods to <br>enhance the teaching methods to the users, <br>With the help of AI and machine learning <br>technologies, the education system shall be <br>transformed to a new horizon of innovations <br>from conventional education system. <br>Together with the chat bots and expert <br>systems, with the impact of Covid-19 outburst <br>most of the institutions across the globe has <br>already adapted to online education, even an <br>online-only schools also been started. This has <br>ignited new opportunities for this research of <br>Artificial Intelligence in education post covid19 era.</p> B.Rasina Begum, Mohammed Uveise S A, Sheik Yousuf T, Ummul Hyrul Fathima S Copyright (c) 2022 Recent Trends in Artificial Intelligence & it's Applications(e-ISSN:2583-4819) http://matjournals.co.in/index.php/RTAIA/article/view/1137 Sat, 15 Oct 2022 00:00:00 +0000 Opportunities and Future Scope of Artificial Intelligence and Machine Learning in Engineering Applications http://matjournals.co.in/index.php/RTAIA/article/view/1072 <p><strong>In almost every sector, artificial intelligence is influencing how people will live in the future. It already serves as the primary force behind developing technologies like big data, robotics, and the Internet of Things, and it will continue to do so for the coming years. This paper describes artificial intelligence its types and Applications. Machine learning is also part of AI by which AI can think like human. </strong></p> Dr. Vinay Kumar Singh, Tanishk Kumar Shakya, Archana Singh Copyright (c) 2022 Recent Trends in Artificial Intelligence & it's Applications(e-ISSN:2583-4819) http://matjournals.co.in/index.php/RTAIA/article/view/1072 Mon, 26 Sep 2022 00:00:00 +0000