LEADER 03052nam 2200517 450 001 9910483110503321 005 20230717114938.0 010 $a981-336-919-1 035 $a(CKB)4100000011891296 035 $a(MiAaPQ)EBC6568306 035 $a(Au-PeEL)EBL6568306 035 $a(OCoLC)1247366771 035 $a(PPN)25529168X 035 $a(EXLCZ)994100000011891296 100 $a20211120d2021 fy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aAdvances in applications of data-driven computing /$feditors, Jagdish Chand Bansal [et al.] 210 1$aSingapore :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (xii, 182 pages) $cillustrations (some color) 225 1 $aAdvances in intelligent systems and computing$vv.1319 311 0 $a981-336-918-3 330 $aThis book aims to foster machine and deep learning approaches to data-driven applications, in which data governs the behaviour of applications. Applications of Artificial intelligence (AI)-based systems play a significant role in today's software industry. The sensors data from hardware-based systems making a mammoth database, increasing day by day. Recent advances in big data generation and management have created an avenue for decision-makers to utilize these huge volumes of data for different purposes and analyses. AI-based application developers have long utilized conventional machine learning techniques to design better user interfaces and vulnerability predictions. However, with the advancement of deep learning-based and neural-based networks and algorithms, researchers are able to explore and learn more about data and their exposed relationships or hidden features. This new trend of developing data-driven application systems seeks the adaptation of computational neural network algorithms and techniques in many application domains, including software systems, cyber security, human activity recognition, and behavioural modelling. As such, computational neural networks algorithms can be refined to address problems in data-driven applications. Original research and review works with model and build data-driven applications using computational algorithm are included as chapters in this book. 410 0$aAdvances in intelligent systems and computing ;$v1319. 606 $aArtificial intelligence 606 $aElectronic data processing 606 $aIntel·ligència artificial$2thub 606 $aProcessament de dades$2thub 608 $aLlibres electrònics$2thub 615 0$aArtificial intelligence. 615 0$aElectronic data processing. 615 7$aIntel·ligència artificial 615 7$aProcessament de dades 676 $a004 702 $aBansal$b Jagdish Chand 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483110503321 996 $aAdvances in applications of data-driven computing$92441905 997 $aUNINA