LEADER 04640nam 22007095 450 001 9911015965703321 005 20250722130236.0 010 $a3-031-97359-3 024 7 $a10.1007/978-3-031-97359-8 035 $a(CKB)39698367000041 035 $a(MiAaPQ)EBC32227306 035 $a(Au-PeEL)EBL32227306 035 $a(DE-He213)978-3-031-97359-8 035 $a(EXLCZ)9939698367000041 100 $a20250722d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTrustworthy Multimodal Intelligent Systems for Independent Living /$fby Md Zia Uddin 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (208 pages) 225 1 $aCognitive Technologies,$x2197-6635 311 08$a3-031-97358-5 327 $aAcknowledgement -- Preface -- 1. AI for Independent Living -- 2. Multimodal Systems for Independent Living -- 3. Synthetic Data -- 4. Trustworthy AI and Explainability -- 5. Case Studies: Daily Activity Monitoring -- 6. Case Studies: Health Monitoring and Analysis -- 7. Case Studies: Understanding Emotions -- 8. Real-Time Applications. 330 $aThis book is an essential guide for anyone interested in how artificial intelligence can enhance the quality of life for individuals who wish to maintain autonomy in their own homes. The author begins by introducing the reader to AI applications in independent living environments, such as smart assisted homes and AI-driven personalization, and thoughtfully explores the ethical challenges involved. With a strong focus on the intersection of technology and human needs, the book provides a detailed roadmap for building intelligent systems that promote safety, independence, and dignity, especially for elderly or vulnerable populations. The author offers both foundational knowledge and critical discussions around the opportunities and limitations of AI when applied to daily life scenarios. A major strength of the book lies in its thorough examination of multimodal systems. Readers are introduced to a rich array of sensor technologies including wearable devices, environmental sensors, vision-based systems, and sound-based inputs. These components are described not only in terms of their individual functionalities but also in how they interact and fuse data to support complex inference tasks. The text walks the reader through system architectures?centralized and distributed?while emphasizing data fusion, synchronization, and real-time versus batch processing. Through practical examples such as fall detection alerts and activity recognition, the book highlights the engineering challenges and solutions involved in building robust, responsive, and user-accepted assistive systems. Ethical deployment, user engagement, long-term maintenance, and family involvement are all addressed in ways that reflect real-world concerns and user diversity. The book also tackles some of the most pressing topics in AI today: data privacy, explainability, and trust. With an entire section dedicated to synthetic data, it explains how artificial data can be used to train effective models while safeguarding user privacy. . 410 0$aCognitive Technologies,$x2197-6635 606 $aArtificial intelligence 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aMultiagent systems 606 $aMachine learning 606 $aArtificial intelligence$xData processing 606 $aArtificial Intelligence 606 $aUser Interfaces and Human Computer Interaction 606 $aMultiagent Systems 606 $aIntelligence Infrastructure 606 $aMachine Learning 606 $aData Science 615 0$aArtificial intelligence. 615 0$aUser interfaces (Computer systems) 615 0$aHuman-computer interaction. 615 0$aMultiagent systems. 615 0$aMachine learning. 615 0$aArtificial intelligence$xData processing. 615 14$aArtificial Intelligence. 615 24$aUser Interfaces and Human Computer Interaction. 615 24$aMultiagent Systems. 615 24$aIntelligence Infrastructure. 615 24$aMachine Learning. 615 24$aData Science. 676 $a006.3 700 $aUddin$b Zia$01270975 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911015965703321 996 $aTrustworthy Multimodal Intelligent Systems for Independent Living$94409972 997 $aUNINA LEADER 02182nam0 2200421 i 450 001 PAR1273264 005 20251003044308.0 010 $a9788806247423 100 $a20210622d2021 ||||0itac50 ba 101 | $aita$cita 102 $ait 105 $a|||| |||a| 181 1$6z01$ai $bxxxe 182 1$6z01$an 183 1$6z01$anc$2RDAcarrier 200 1 $aˆUn ‰bacio dietro al ginocchio$fCarmen Totaro 210 $aTorino$cEinaudi$d2021 215 $a164 p.$d23 cm 500 10$aˆUn ‰bacio dietro al ginocchio$3BMT0024222$9RMSV779587$92835243 606 $aNARRATIVA ITALIANA$x2000$2FIR$3CSAC058728$9I 676 $a853$9NARRATIVA ITALIANA$v14 676 $a853.914$9NARRATIVA ITALIANA. 1945-$v20 676 $a853.92$9NARRATIVA ITALIANA, 2000-$v21 676 $a853.92$9NARRATIVA ITALIANA, 2000-$v23 696 $aLetteratura narrativa italiana 699 $aNarrativa italiana$zLetteratura narrativa italiana 700 1$aTotaro$b, Carmen$3RMSV779587$4070$0620155 801 3$aIT$bIT-000000$c20210622 850 $aIT-BN0095 $aIT-CE0066 $aIT-AV0053 $aIT-NA0792 901 $bNAP TL$cARMADIO 17$n$ 901 $bNAP 01$cBCA $nComprende monografie e periodici di diritto, testi di ingegneria, di scienze e tecnologia di nuova acquisizione. 901 $bNAP CV$cPEZZELLA $n$ 901 $bNAP MN$cNARRATIVA $n$ 912 $aPAR1273264 950 0$aBiblioteca Centralizzata di Ateneo$b1 v.$c1 v. in quattro copie$d 01BCA LETT. 15$e 01 0000080075 VMA 1 v.$fY $h20220506$i20220506$b1 v.$c1 v. in quattro copie$d 01BCA LETT. 15$e 01 0000080085 VMA A4(bis 1 v. 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