A Primer on Machine Learning Applications in Civil Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Primer on Machine Learning Applications in Civil Engineering write by Paresh Chandra Deka. This book was released on 2019-10-28. A Primer on Machine Learning Applications in Civil Engineering available in PDF, EPUB and Kindle. Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems. The fundamentals of both theoretical and practical aspects are discussed in the domains of water resources/hydrological modeling, geotechnical engineering, construction engineering and management, and coastal/marine engineering. Complex civil engineering problems such as drought forecasting, river flow forecasting, modeling evaporation, estimation of dew point temperature, modeling compressive strength of concrete, ground water level forecasting, and significant wave height forecasting are also included. Features Exclusive information on machine learning and data analytics applications with respect to civil engineering Includes many machine learning techniques in numerous civil engineering disciplines Provides ideas on how and where to apply machine learning techniques for problem solving Covers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems Includes MATLAB® exercises
Advances in Artificial Intelligence and Machine Learning in Big Data Processing
Advances in Artificial Intelligence and Machine Learning in Big Data Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Artificial Intelligence and Machine Learning in Big Data Processing write by R. Geetha. This book was released on . Advances in Artificial Intelligence and Machine Learning in Big Data Processing available in PDF, EPUB and Kindle.
Foundations of Data Science for Engineering Problem Solving
Foundations of Data Science for Engineering Problem Solving - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Foundations of Data Science for Engineering Problem Solving write by Parikshit Narendra Mahalle. This book was released on 2021-08-21. Foundations of Data Science for Engineering Problem Solving available in PDF, EPUB and Kindle. This book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data, there is a need to deal with data science problems in multidisciplinary perspective. In the real world, data comes from various use cases, and there is a need of source specific data science models. Information is drawn from various platforms, channels, and sectors including web-based media, online business locales, medical services studies, and Internet. To understand the trends in the market, data science can take us through various scenarios. It takes help of artificial intelligence and machine learning techniques to design and optimize the algorithms. Big data modelling and visualization techniques of collected data play a vital role in the field of data science. This book targets the researchers from areas of artificial intelligence, machine learning, data science and big data analytics to look for new techniques in business analytics and applications of artificial intelligence in recent businesses.
Metaheuristic and Machine Learning Optimization Strategies for Complex Systems
Metaheuristic and Machine Learning Optimization Strategies for Complex Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Metaheuristic and Machine Learning Optimization Strategies for Complex Systems write by R., Thanigaivelan. This book was released on 2024-07-17. Metaheuristic and Machine Learning Optimization Strategies for Complex Systems available in PDF, EPUB and Kindle. In contemporary engineering domains, optimization and decision-making issues are crucial. Given the vast amounts of available data, processing times and memory usage can be substantial. Developing and implementing novel heuristic algorithms is time-consuming, yet even minor improvements in solutions can significantly reduce computational costs. In such scenarios, the creation of heuristics and metaheuristic algorithms has proven advantageous. The convergence of machine learning and metaheuristic algorithms offers a promising approach to address these challenges. Metaheuristic and Machine Learning Optimization Strategies for Complex Systems covers all areas of comprehensive information about hyper-heuristic models, hybrid meta-heuristic models, nature-inspired computing models, and meta-heuristic models. The key contribution of this book is the construction of a hyper-heuristic approach for any general problem domain from a meta-heuristic algorithm. Covering topics such as cloud computing, internet of things, and performance evaluation, this book is an essential resource for researchers, postgraduate students, educators, data scientists, machine learning engineers, software developers and engineers, policy makers, and more.
Climate Change and Water Security
Climate Change and Water Security - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Climate Change and Water Security write by Sreevalsa Kolathayar. This book was released on 2021-11-18. Climate Change and Water Security available in PDF, EPUB and Kindle. This book presents the select proceedings of the Virtual Conference on Disaster Risk Reduction (VCDRR 2021). It emphasizes on the role of civil engineering for a disaster resilient society. It presents latest research on climate change and water security focusing on disaster risk reduction. Various topics covered in this book are climate change, stormwater management, flood risk analysis, drought management, water treatment, etc. This book is a comprehensive volume on disaster risk reduction (DRR) and its management for a sustainable built environment. This book is useful for the students, researchers, policy makers and professionals working in the area of civil engineering, climate change and disaster management.
