02286nam0 2200481 i 450 VAN011354420230706100654.814N978331918347320180111d2015 |0itac50 baengCH|||| |||||Nonlinear data assimilationPeter Jan van Leeuwen, Yuan Cheng, Sebastian Reich[Cham] Springer2015XII, 118 p.ill.24 cm001VAN01135292001 Frontiers in applied dynamical systems: reviews and tutorials210 Berlin [etc.]Springer2VAN0235165Nonlinear data assimilation152265765C05Monte Carlo methods [MSC 2020]VANC020429MF35R30Inverse problems for PDEs [MSC 2020]VANC021918MF86A22Inverse problems in geophysics [MSC 2020]VANC022119MF93E11Filtering in stochastic control theory [MSC 2020]VANC022653MF62F15Bayesian inference [MSC 2020]VANC024528MF62M20Inference from stochastic processes and prediction; filtering [MSC 2020]VANC033691MFApplied dynamical systemsKW:KData AssimilationKW:KNonlinear dataKW:KParticle filtersKW:KProposal densitiesKW:KCHChamVANL001889LeeuwenPeter Jan : vanVANV087660755603ChengYuanVANV087661552861ReichSebastianVANV087662599976Springer <editore>VANV108073650Van Leeuwen, Peter JanLeeuwen, Peter Jan : vanVANV208181Jan van Leeuwen, PeterLeeuwen, Peter Jan : vanVANV208182ITSOL20240614RICAhttp://dx.doi.org/10.1007/978-3-319-18347-3E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0113544BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 0348 08eMF348 20180111 Nonlinear data assimilation1522657UNICAMPANIA04158nam 22007215 450 991085198260332120240424130420.09789819703272981970327110.1007/978-981-97-0327-2(CKB)31636418200041(MiAaPQ)EBC31304027(Au-PeEL)EBL31304027(DE-He213)978-981-97-0327-2(Exl-AI)31304027(EXLCZ)993163641820004120240424d2024 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierArtificial Intelligence and Sustainable Computing Proceedings of ICSISCET 2023 /edited by Manjaree Pandit, M. K. Gaur, Sandeep Kumar1st ed. 2024.Singapore :Springer Nature Singapore :Imprint: Springer,2024.1 online resource (714 pages)Algorithms for Intelligent Systems,2524-75739789819703265 9819703263 Preface -- Contents -- About the Editors -- 1 A Novel Intelligence System for Hybrid Crop Suitable Landform Prediction Using Machine Learning Techniques and IoT -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Dataset Description -- 5 Feature Engineering -- 6 Experiments -- 6.1 Logistic Regression -- 6.2 K-Nearest Neighbours (KNN) -- 6.3 Extreme Gradient Boosting (XGBoost) -- 6.4 Implementation in Cloud -- 7 Results and Discussion -- 8 Conclusion -- 9 Future Work -- References -- 2 Indian Annual Report Assessment Using Large Language Models -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Objective -- 1.3 Contribution -- 2 Related Work -- 3 Methodology -- 3.1 Dataset Preparation -- 3.2 Class Labels -- 4 Results -- 4.1 Fine-Tuning Language Model -- 4.2 Sentence TransformersGenerated by AI.This book presents high-quality research papers presented at the 5th International Conference on Sustainable and Innovative Solutions for Current Challenges in Engineering and Technology (ICSISCET 2023) held at Madhav Institute of Technology & Science (MITS), Gwalior, India, during October 21–22, 2023. The book extensively covers recent research in artificial intelligence (AI) that knit together nature-inspired algorithms, evolutionary computing, fuzzy systems, computational intelligence, machine learning, deep learning, etc., which is very useful while dealing with real problems due to their model-free structure, learning ability, and flexible approach. These techniques mimic human thinking and decision-making abilities to produce systems that are intelligent, efficient, cost-effective, and fast. The book provides a friendly and informative treatment of the topics which makes this book an ideal reference for both beginners and experienced researchers.Algorithms for Intelligent Systems,2524-7573Computational intelligenceElectronic circuitsCooperating objects (Computer systems)Internet of thingsMachine learningComputational IntelligenceElectronic Circuits and SystemsCyber-Physical SystemsInternet of ThingsMachine LearningComputational intelligence.Electronic circuits.Cooperating objects (Computer systems)Internet of things.Machine learning.Computational Intelligence.Electronic Circuits and Systems.Cyber-Physical Systems.Internet of Things.Machine Learning.006.3Pandit Manjaree1430267Gaur M. K1430268Kumar Sandeep860947MiAaPQMiAaPQMiAaPQBOOK9910851982603321Artificial Intelligence and Sustainable Computing3569977UNINA