03052nam 2200517 450 991048311050332120230717114938.0981-336-919-1(CKB)4100000011891296(MiAaPQ)EBC6568306(Au-PeEL)EBL6568306(OCoLC)1247366771(PPN)25529168X(EXLCZ)99410000001189129620211120d2021 fy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in applications of data-driven computing /editors, Jagdish Chand Bansal [et al.]Singapore :Springer,[2021]©20211 online resource (xii, 182 pages) illustrations (some color)Advances in intelligent systems and computingv.1319981-336-918-3 This book aims to foster machine and deep learning approaches to data-driven applications, in which data governs the behaviour of applications. Applications of Artificial intelligence (AI)-based systems play a significant role in today's software industry. The sensors data from hardware-based systems making a mammoth database, increasing day by day. Recent advances in big data generation and management have created an avenue for decision-makers to utilize these huge volumes of data for different purposes and analyses. AI-based application developers have long utilized conventional machine learning techniques to design better user interfaces and vulnerability predictions. However, with the advancement of deep learning-based and neural-based networks and algorithms, researchers are able to explore and learn more about data and their exposed relationships or hidden features. This new trend of developing data-driven application systems seeks the adaptation of computational neural network algorithms and techniques in many application domains, including software systems, cyber security, human activity recognition, and behavioural modelling. As such, computational neural networks algorithms can be refined to address problems in data-driven applications. Original research and review works with model and build data-driven applications using computational algorithm are included as chapters in this book.Advances in intelligent systems and computing ;1319.Artificial intelligenceElectronic data processingIntel·ligència artificialthubProcessament de dadesthubLlibres electrònicsthubArtificial intelligence.Electronic data processing.Intel·ligència artificialProcessament de dades004Bansal Jagdish ChandMiAaPQMiAaPQMiAaPQBOOK9910483110503321Advances in applications of data-driven computing2441905UNINA