04596nam 22007335 450 991098613220332120250306115245.09789819632121981963212910.1007/978-981-96-3212-1(MiAaPQ)EBC31946520(Au-PeEL)EBL31946520(CKB)37783643500041(DE-He213)978-981-96-3212-1(OCoLC)1505029378(EXLCZ)993778364350004120250306d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierCross-device Federated Recommendation Privacy-Preserving Personalization /by Xiangjie Kong, Lingyun Wang, Mengmeng Wang, Guojiang Shen1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (187 pages)Machine Learning: Foundations, Methodologies, and Applications,2730-99169789819632114 9819632110 Chapter 1. Introduction -- Chapter 2. Learning Paradigms in Cross-device Federated Recommendation -- Chapter 3. Privacy Computing in Cross-device Federated Recommendation -- Chapter 4. Federated Issues in Cross-device Federated Recommendation -- Chapter 5. Future Prospects.This book introduces the prevailing domains of recommender systems and cross-device federated learning, highlighting the latest research progress and prospects regarding cross-device federated recommendation. As a privacy-oriented distributed computing paradigm, cross-device federated learning enables collaborative intelligence across multiple devices while ensuring the security of local data. In this context, ubiquitous recommendation services emerge as a crucial application of device-side AI, making a deep exploration of federated recommendation systems highly significant. This book is self-contained, and each chapter can be comprehended independently. Overall, the book organizes existing efforts in federated recommendation from three different perspectives. The perspective of learning paradigms includes statistical machine learning, deep learning, reinforcement learning, and meta learning, where each has detailed techniques (e.g., different neural building blocks) to present relevant studies. The perspective of privacy computing covers homomorphic encryption, differential privacy, secure multi-party computing, and malicious attacks. More specific encryption and obfuscation techniques, such as randomized response and secret sharing, are involved. The perspective of federated issues discusses communication optimization and fairness perception, which are widely concerned in the cross-device distributed environment. In the end, potential issues and promising directions for future research are identified point by point. This book is especially suitable for researchers working on the application of recommendation algorithms to the privacy-preserving federated scenario. The target audience includes graduate students, academic researchers, and industrial practitioners who specialize in recommender systems, distributed machine learning, information retrieval, information security, or artificial intelligence.Machine Learning: Foundations, Methodologies, and Applications,2730-9916Data miningData protectionLaw and legislationMachine learningArtificial intelligenceExpert systems (Computer science)Data Mining and Knowledge DiscoveryPrivacyMachine LearningIntelligence InfrastructureKnowledge Based SystemsData mining.Data protectionLaw and legislation.Machine learning.Artificial intelligence.Expert systems (Computer science)Data Mining and Knowledge Discovery.Privacy.Machine Learning.Intelligence Infrastructure.Knowledge Based Systems.006.312Kong Xiangjie1790676Wang Lingyun1790677Wang Mengmeng1790678Shen Guojiang1790679MiAaPQMiAaPQMiAaPQBOOK9910986132203321Cross-Device Federated Recommendation4327407UNINA03672nam 22006734a 450 991101881780332120250820181839.0978661021300997812802130071280213000978047070891004707089139780470752425047075242497814051473921405147393(CKB)1000000000403489(EBL)238372(SSID)ssj0000123542(PQKBManifestationID)11141239(PQKBTitleCode)TC0000123542(PQKBWorkID)10011698(PQKB)10375650(MiAaPQ)EBC238372(MiAaPQ)EBC4957102(Au-PeEL)EBL4957102(CaONFJC)MIL21300(OCoLC)184983366(Perlego)2754893(EXLCZ)99100000000040348920020402d2002 uy 0engur|n|---|||||txtccrClinical examination of farm animals /by Peter G.G. Jackson & Peter D. Cockcroft ; illustrations by Samantha Elmhurst1st ed.Oxford, UK ;Malden, MA, USA Blackwell Sciencec20021 online resource (321 p.)Description based upon print version of record.9780632057061 0632057068 Includes bibliographical references (p. 300).Clinical Examination of Farm Animals; Contents; Preface; Acknowledgements; Part I Introduction; 1 Principles of Clinical Examination; Part II Cattle - Clinical Examination by Body System and Region; 2 The General Clinical Examination of Cattle; 3 Clinical Examination of the Lymphatic System; 4 Clinical Examination of the Skin; 5 Clinical Examination of the Head and Neck; 6 Clinical Examination of the Cardiovascular System; 7 Clinical Examination of the Respiratory System; 8 Clinical Examination of the Gastrointestinal System; 9 Clinical Examination of the Urinary System10 Clinical Examination of the Female Genital System11 Clinical Examination of the Male Genital System; 12 Clinical Examination of the Udder; 13 Clinical Examination of the Musculoskeletal System; 14 Clinical Examination of the Nervous System; Part III Sheep; 15 Clinical Examination of the Sheep; Part IV Pigs; 16 Clinical Examination of the Pig; Part V Goats; 17 Clinical Examination of the Goat; Bibliography; Appendix 1 Normal Physiological Values; Appendix 2 Laboratory Reference Values: Haematology; Appendix 3 Laboratory Reference Values: Biochemistry; IndexClinical examination is a fundamental part of the process of veterinary diagnosis. Without a proficient clinical examination and an accurate diagnosis it is unlikely that the treatment, control, prognosis and welfare of animals will be optimised. This book will assist veterinary students in their understanding of farm animal clinical examination and act as a quick reference for clinicians who are called upon to examine an unfamiliar species. It will also provide a more detailed account for experienced clinicians in their continuing professional development. The authors provide a simple,Veterinary medicineDiagnosisVeterinary medicineDiagnosis.636.089/6075Jackson Peter G. G993650Cockcroft Peter D515250MiAaPQMiAaPQMiAaPQBOOK9911018817803321Clinical examination of farm animals2275268UNINA