LEADER 04307nam 22006855 450 001 996546826303316 005 20230701085050.0 010 $a981-9931-57-6 024 7 $a10.1007/978-981-99-3157-6 035 $a(MiAaPQ)EBC30615205 035 $a(Au-PeEL)EBL30615205 035 $a(DE-He213)978-981-99-3157-6 035 $a(PPN)272252360 035 $a(EXLCZ)9927357747000041 100 $a20230701d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence in Healthcare Industry$b[electronic resource] /$fby Jyotismita Talukdar, Thipendra P. Singh, Basanta Barman 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (208 pages) 225 1 $aAdvanced Technologies and Societal Change,$x2191-6861 311 08$aPrint version: Talukdar, Jyotismita Artificial Intelligence in Healthcare Industry Singapore : Springer,c2023 9789819931569 327 $aIntroduction to Human and Artificial Intelligence -- Knowledge Representation and Reasoning -- Methods of Machine Learning -- Supervised learning -- Unsupervised Learning -- Time-series analysis -- Artificial Intelligence in Healthcare -- Rule based expert systems -- Robotic Process Automation: A path to Intelligent Healthcare -- Tools and Technologies for implementing AI approaches in healthcare -- Learning Evaluation for Intelligence -- Ethics of Intelligence. 330 $aThis book presents a systematic evolution of artificial intelligence (AI), its applications, challenges and solutions in the field of healthcare. The book mainly covers the foundations and various methods of learning in artificial intelligence with its application in healthcare industry. This book provides a comprehensive introduction to data analysis using AI as a tool in the generation, normalization and analysis of healthcare data in association with several evaluation techniques and accuracy measurements. The book is divided into three major sections describing the basic foundations of AI and its associated algorithms, history of artificial intelligence in healthcare, recent developments and several modeling techniques for the same. The last section of the book provides insights into several implementations and methods of evaluation and accuracy prediction for healthcare analysis in AI. Extensive use of data for analysis and prediction using several technologies has transformed the lives of normal people indirectly effecting our process to communicate, learn, work and socialize within the society. Thus, the book also provides an insight into the ethics of AI that is very vital in the process of implementation and evaluation of healthcare data. The book provides an organized analysis to a considerable part of data in a digitized society. In view of this, it covers the theory, methodology, perfection and verification of empirical work for health-related data processing. Particular attention is devoted to in-depth experiments and applications. 410 0$aAdvanced Technologies and Societal Change,$x2191-6861 606 $aArtificial intelligence 606 $aMedical care 606 $aComputational intelligence 606 $aInternet of things 606 $aDatabase management 606 $aArtificial Intelligence 606 $aHealth Care 606 $aComputational Intelligence 606 $aInternet of Things 606 $aDatabase Management 615 0$aArtificial intelligence. 615 0$aMedical care. 615 0$aComputational intelligence. 615 0$aInternet of things. 615 0$aDatabase management. 615 14$aArtificial Intelligence. 615 24$aHealth Care. 615 24$aComputational Intelligence. 615 24$aInternet of Things. 615 24$aDatabase Management. 676 $a006.3 700 $aTalukdar$b Jyotismita$01373180 701 $aSingh$b Thipendra P$01373181 701 $aBarman$b Basanta$01373182 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996546826303316 996 $aArtificial Intelligence in Healthcare Industry$93404224 997 $aUNISA LEADER 05268nam 22005535 450 001 9910299895803321 005 20200705113515.0 010 $a3-319-65990-1 024 7 $a10.1007/978-3-319-65990-9 035 $a(CKB)4100000000586804 035 $a(DE-He213)978-3-319-65990-9 035 $a(MiAaPQ)EBC5051174 035 $a(PPN)20453528X 035 $a(EXLCZ)994100000000586804 100 $a20170921d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSaturated Control of Linear Systems /$fby Abdellah Benzaouia, Fouad Mesquine, Mohamed Benhayoun 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XXXVII, 226 p. 82 illus., 72 illus. in color.) 225 1 $aStudies in Systems, Decision and Control,$x2198-4182 ;$v124 311 $a3-319-65989-8 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aIntroduction -- Regulator Problem for Linear Systems with Constraints on Control and Its Increment -- Constrained Control and Rate or Increment for Linear Systems with Additivie Disturbances -- Robust Constratined Linear Regulator Problem -- Observer-Based Constrained Control -- Observer-Based Regulator Problem for WWTP with Constraints on the Control -- Regulator Problem for Linear Singular Systems with Constrained Control -- Regulation of Linear Singular Systems under Constrained Control Magnitude and Rate -- Constrained Observer-Based Control for Linear Singular Systems -- Stability and Control Synthesis for Discrete-Time Linear Systems Subject to Actuator Saturation by Output Feedback -- The Regulator Problem for Linear Systems with Asymmetric Saturations on the Control and Its Increments or Rate: An LMI Approach -- Stabilization of Unsymmetrical Saturated Control: An LMI Approach -- System Stabilization by Unsymmetrical Constrained State Feedback -- Control of a Hydrogen Reformer with Output Feedback: An LMI Approach -- l1-control Using Linear Programming for Systems with Asymmetric Bounds -- Stabilization of 2-D Continuous Systems with Multi-Delays and Saturated Control. 330 $aThis book deals with a combination of two main problems for the first time. They are saturation on control and on the rate (or increment) of the control, and the solution of unsymmetrical saturation on the control by LMIs. It treats linear systems in state space form, in both the continuous- and discrete-time domains. Necessary and sufficient conditions are derived for autonomous linear systems with constrained state increment or rate, such that the system evolves respecting incremental or rate constraints if any. A pole assignment technique is then used to solve the problem, giving stabilizing state feedback controllers that respect non-symmetrical constraints on control alone or on both control and its increment or rate. Illustrative examples show the application of these methods on academic examples or on such real plant models as the double integrator system. This problem is then extended to various others including: systems with constraints and perturbations; singular systems with constrained control; systems with unsymmetrical saturations;  saturated systems with delay, and 2-D systems with saturations. The solutions obtained are of two types: necessary and sufficient conditions solved with linear programming techniques; and sufficient conditions under LMIs. A new approach extends existing techniques for dealing with symmetrical saturations to take direct account of unsymmetrical saturations into account with LMIs. This tool enables the authors to obtain new results on continuous- and discrete-time systems. The book uses illustrative examples and figures and provides many comparisons with existing results. Systems theoreticians interested in multidimensional systems and practitioners working with saturated and constrained controllers will find the research and background presented in Saturated Control of Linear Systemsi> to be of considerable interest in helping them overcome problems with their plant and in stimulating further research. 410 0$aStudies in Systems, Decision and Control,$x2198-4182 ;$v124 606 $aAutomatic control 606 $aSystem theory 606 $aControl and Systems Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/T19010 606 $aSystems Theory, Control$3https://scigraph.springernature.com/ontologies/product-market-codes/M13070 615 0$aAutomatic control. 615 0$aSystem theory. 615 14$aControl and Systems Theory. 615 24$aSystems Theory, Control. 676 $a003.74 700 $aBenzaouia$b Abdellah$4aut$4http://id.loc.gov/vocabulary/relators/aut$0447673 702 $aMesquine$b Fouad$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aBenhayoun$b Mohamed$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299895803321 996 $aSaturated Control of Linear Systems$92511906 997 $aUNINA