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  • 1
    Online Resource
    Online Resource
    Deep Learning in Data Analytics : Recent Techniques, Practices and Applications (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783030758554
    Language: English
    Pages: 1 Online-Ressource(XX, 266 p. 114 illus., 92 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Studies in Big Data 91
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Big data. ; Data mining.
    Abstract: Study on Discrete Action Sequences using Deep Emotional Intelligence -- A Novel Noise Removal Technique Influenced by Deep Convolutional Autoencoders on Mammograms -- A High Security Framework through Human Brain using Algo Mixture Model Deep Learning Algorithm -- Knowledge Framework for Deep Learning: Congenital Heart Disease -- Computing System and Machine Learning -- Automatic Image Segmentation by Ranking based SVM in Convolutional Neural Network on Diabetic Fundus Image.
    Abstract: This book comprises theoretical foundations to deep learning, machine learning and computing system, deep learning algorithms, and various deep learning applications. The book discusses significant issues relating to deep learning in data analytics. Further in-depth reading can be done from the detailed bibliography presented at the end of each chapter. Besides, this book's material includes concepts, algorithms, figures, graphs, and tables in guiding researchers through deep learning in data science and its applications for society. Deep learning approaches prevent loss of information and hence enhance the performance of data analysis and learning techniques. It brings up many research issues in the industry and research community to capture and access data effectively. The book provides the conceptual basis of deep learning required to achieve in-depth knowledge in computer and data science. It has been done to make the book more flexible and to stimulate further interest in topics. All these help researchers motivate towards learning and implementing the concepts in real-life applications.
    DOI: 10.1007/978-3-030-75855-4
    URL: lizenzpflichtig
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  • 2
    Online Resource
    Online Resource
    Smart and Intelligent Systems : Proceedings of SIS 2021 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811621093
    Language: English
    Pages: 1 Online-Ressource(XV, 599 p. 444 illus., 304 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Algorithms for Intelligent Systems
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Mathematical optimization. ; Electrical engineering.
    Abstract: Optimal Sizing and Siting of Distributed Generation for Losses Minimization in Distribution System using Fractional Lévy Flight Bat Algorithm -- Performance Analysis of a Standalone Inverter System under Variable Loading Conditions -- Performance Study of a Wind-Battery based Islanding System -- Fabric Defect Detection Using Computer Vision -- Energy Audit and Advancement of Solar Installation in SIT: A Case Study -- Random Fault Positioning Based Voltage Sag Assessment for a Large Power Transmission Network -- Feasibility Analysis of SEPIC Converter as a PV Balancer for Practical Photovoltaic System -- Market Clearing Mechanism by Optimal Scheduling of Electric Power Suppliers -- Anti Camcorder Piracy Display System -- Performance Evaluation of HAWT and VAWT based WECS with Advanced Hill Climb Search MPPT and Fuzzy Logic Controller for Low Wind Speed Regions.
    Abstract: This book is a collection of high-quality research papers presented at the International Conference on Smart and Intelligent Systems (SIS 2021), which will be held in Velagapudi Ramakrishna Siddhartha Engineering College (VRSEC), Andhra Pradesh, India, during February 25–26, 2021, in virtual mode. It highlights how recent informatics intelligent systems have successfully been used to develop innovative smart techniques and infrastructure in the field of modern engineering and technology. The book will also be of interest to those working in the field of computational intelligence, smart computer network and security analysis, control and automation system, cloud computing, fog computing and IoT, smart grid communication, smart cities, solar cell synthesis and their performance, green technology, and many more. The contents of this book prove useful to researchers and professionals.
    DOI: 10.1007/978-981-16-2109-3
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    BSZ
    MPI Ethno. Forsch.
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