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  • Artificial Intelligence and Machine Learning Techniques in Engineering and Management

    Series series Engineering (R0)
    The present book covers various facets of Artificial Intelligence, Machine Learning, and Fuzzy Logic. It includes a brief discussion on performance indicators, Classical and Advanced Machine Learning algorithms, Fuzzy logic-based modelling algorithms, Emerging Research Areas, including Blockchain, recent ML techniques, Evolutionary Algorithms, Large Language Model (LLM)-based Generative AI, the ... Leer más

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    Series series Reference Module Computer Science and Engineering
    The formal optimization handbook is a comprehensive guide that covers a wide range of subjects. It includes a literature review, a mathematical formulation of optimization methods, flowcharts and pseudocodes, illustrations, problems and applications, results and critical discussions, and much more. The book covers a vast array of formal optimization fields, including mathematical and Bayesian ... Leer más

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  • Applications of Artificial Intelligence in Process Systems Engineering

    Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and ... Leer más

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  • New Advances in Soft Computing in Civil Engineering

    AI-Based Optimization and Prediction

    Series series Engineering (R0)
    Soft computing applications plays a crucial role in civil engineering applications, with engineers striving to create outstanding designs that prioritize safety, aesthetics, cost-efficiency, and environmental considerations. Advanced optimization techniques are especially valuable for complex systems including multi-constraint problems, multi-objective problems and control problems needing ... Leer más

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  • Proceedings of International Joint Conference on Advances in Computational Intelligence

    IJCACI 2022

    Series series Springer Nature Proceedings excluding Computer Science
    This book gathers outstanding research papers presented at the 6th International Joint Conference on Advances in Computational Intelligence (IJCACI 2022), held in hybrid mode during October 15 – 16, 2022. IJCACI 2022 is jointly organized by Jahangirnagar University (JU), Bangladesh and South Asian University (SAU), India. The book presents the novel contributions in areas of computational ... Leer más

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  • Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications

    ICHSA 2022

    Series series Springer Nature Proceedings excluding Computer Science
    The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International Conference on Harmony Search, Soft Computing and Applications held at Virtual Conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong ... Leer más

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  • Soft Computing for Problem Solving

    Proceedings of the SocProS 2022

    Series series Springer Nature Proceedings excluding Computer Science
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  • Differential Evolution: From Theory to Practice

    Series series Intelligent Technologies and Robotics (R0)
    This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimization capable of handling non-differentiable, non-linear and multi-modal objective functions. Many ... Leer más

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  • Artificial Intelligence and Industrial Applications

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    Series series Springer Nature Proceedings excluding Computer Science
    Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications.Covering a wide range of ... Leer más

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  • Trends in Data Engineering Methods for Intelligent Systems

    Proceedings of the International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020)

    Series series Springer Nature Proceedings excluding Computer Science
    This book briefly covers internationally contributed chapters with artificial intelligence and applied mathematics-oriented background-details. Nowadays, the world is under attack of intelligent systems covering all fields to make them practical and meaningful for humans. In this sense, this edited book provides the most recent research on use of engineering capabilities for developing intelligent ... Leer más

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  • Proceedings of International Conference on Communication and Computational Technologies

    ICCCT 2022

    Series series Springer Nature Proceedings excluding Computer Science
    This book gathers selected papers presented at 4th International Conference on Communication and Computational Technologies (ICCCT 2022), jointly organized by Soft Computing Research Society (SCRS) and Rajasthan Institute of Engineering & Technology (RIET), Jaipur, during February 26–27 2022. The book is a collection of state-of-the art research work in the cutting-edge technologies related to the ... Leer más

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  • Recurrent Neural Networks

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    The text discusses recurrent neural networks for prediction and offers new insights into the learning algorithms, architectures, and stability of recurrent neural networks. It discusses important topics including recurrent and folding networks, long short-term memory (LSTM) networks, gated recurrent unit neural networks, language modeling, neural network model, activation function, feed-forward ... Leer más

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