Recent Trends in Computational Intelligence and Its Application


Book Description

The increase in computing power and sensor data has driven Information Technology on end devices, such as smart phones or automobiles. The widespread application of IT across the globe includes manufacturing, engineering, retail, e-commerce, health care, education, financial services, banking, space exploration, politics (to help predict the sentiments of voter demographics), etc. The papers in this conference proceeding examine and discuss various interdisciplinary researches that could accelerate the advent of Information Technology.




Clean Energy


Book Description

The text discusses various technologies and methods that help in generating clean and renewable forms of energy. It also covers the use of fuels in energy conversion media such as internal combustion engines and compares these with existing fossil fuels. This book also focuses on green hydrogen revolution and the urban heat island effect. This book • covers topics such as sustainable biodiesel production, photovoltaic (PV) device optimization and performance enhancement, maximizing energy production, and improving the overall efficiency, reliability, and performance of solar energy systems. • explains energy‐efficient green buildings, blue–green infrastructure, high building energy demand, solar chimney, urban green spaces in reducing the urban heat island effect, urban air quality, building resilience to airborne pathogens, and challenges related to urban green infrastructure. • discusses the carbon sequestration potential of urban parks, the evolution of carbon capture, utilization, and storage (CCUS) technology, hydrogen production technologies, production and utilization of hydrogen as a future fuel for electric vehicles, and the evaluation of carbon emissions from various vehicles. • presents solar‐based thermal energy systems, optimizing solar air heater performance, and solar‐integrated hydrogen production and utilization in India. • illustrates agro‐residue‐derived biochar for environmental management and competing alternative fuel technologies for commercial vehicles in India. The book is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of mechanical engineering, environmental engineering, energy engineering, electrical engineering, electronics and communications engineering, automotive engineering, and renewable energy.







Next-Gen Technologies in Computational Intelligence


Book Description

The Proceeding includes the research contribution from the International Conference on Next-Gen Technologies in Computational Intelligence (NGTCA 2023) held on March 24th 2023 at Vels Institute of Science, Technology and Advanced Studies. NGCTA 2023 is the flagship conference of the Computer Society of India (Region 7). Computer Society of India (CSI) is the largest association of IT professionals in India. CSI is a non-profit organization established in 1965 and its members are committed to the advancement of theory and practice of Computer Engineering and Technology Systems. The Mission of CSI is to facilitate research, knowledge sharing, learning, and career enhancement for all categories of IT professionals, while simultaneously inspiring and nurturing new entrants into the industry and helping them to integrate into the IT community. At present, CSI has 76chapters across India, over 550 student branches with 1,00,000 plus members. It serves its members through technical events, seminars, workshops, conferences, publications & journals, research projects, competitions, special interest groups, awards & recognitions, etc. Various CSI chapters conduct Research Convention every year.




Inventive Computation and Information Technologies


Book Description

This book is a collection of best selected papers presented at the Fourth International Conference on Inventive Computation and Information Technologies (ICICIT 2022), organized during August 25–26, 2022. This book includes papers in the research area of information sciences and communication engineering. This book presents novel and innovative research results in theory, methodology and applications of communication engineering and information technologies.




Mining Intelligence and Knowledge Exploration


Book Description

This book constitutes the refereed post-conference proceedings of the 9th International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2023, held in Kristiansand, Norway, during June 28–30, 2023. The 22 full papers and 16 short papers included in this book were carefully reviewed and selected from 87 submissions. They were grouped into various subtopics including Knowledge Exploration in IoT, Medical Informatics, Machine Learning, Text Mining, Natural Language Processing, Cryptocurrency and Blockchain, Application of Artificial Intelligence, and other areas.




Handbook on Federated Learning


Book Description

Mobile, wearable, and self-driving telephones are just a few examples of modern distributed networks that generate enormous amount of information every day. Due to the growing computing capacity of these devices as well as concerns over the transfer of private information, it has become important to process the part of the data locally by moving the learning methods and computing to the border of devices. Federated learning has developed as a model of education in these situations. Federated learning (FL) is an expert form of decentralized machine learning (ML). It is essential in areas like privacy, large-scale machine education and distribution. It is also based on the current stage of ICT and new hardware technology and is the next generation of artificial intelligence (AI). In FL, central ML model is built with all the data available in a centralised environment in the traditional machine learning. It works without problems when the predictions can be served by a central server. Users require fast responses in mobile computing, but the model processing happens at the sight of the server, thus taking too long. The model can be placed in the end-user device, but continuous learning is a challenge to overcome, as models are programmed in a complete dataset and the end-user device lacks access to the entire data package. Another challenge with traditional machine learning is that user data is aggregated at a central location where it violates local privacy policies laws and make the data more vulnerable to data violation. This book provides a comprehensive approach in federated learning for various aspects.







Advances in Computing and Data Sciences


Book Description

This book constitutes the refereed proceedings of the 7th International Conference on Advances in Computing and Data Sciences, ICACDS 2023, held in Kolkata, India, during April 27–28, 2023. The 47 full papers included in this book were carefully reviewed and selected from 22 submissions. The papers focus on advances of next generation computing technologies in the areas of advanced computing and data sciences.