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Numerical linear algebra is a very important topic in mathematics and has important recent applications in deep learning, machine learning, image processing, applied statistics, artificial intelligence and other interesting modern applications in many fields. The purpose of this Special Issue in Mathematics is to present the latest contributions and recent developments in numerical linear algebra and applications in different real domains. We invite authors to submit original and new papers and high-quality reviews related to the following topics: applied linear algebra, linear and nonlinear systems of equations, large matrix equations, numerical tensor problems with applications, ill-posed problems and image processing, linear algebra and applied statistics, model reduction in dynamic systems, and other related subjects. The submitted papers will be reviewed in line with the traditional submission process. This Special Issue will be dedicated to the inspired mathematician Constantin Petridi, who has devoted his life to mathematics.

Information technology industries --- inverse scattering --- reciprocity gap functional --- chiral media --- mixed boundary conditions --- non-linear matrix equations --- perturbation bounds --- Lyapunov majorants --- fixed-point principle --- nonsymmetric differential matrix Riccati equation --- cosine product --- Golub–Kahan algorithm --- Krylov subspaces --- PCA --- SVD --- tensors --- quadratic form --- estimates --- upper bounds --- networks --- perron vector --- power method --- lanczos method --- pseudospectra --- eigenvalues --- matrix polynomial --- perturbation --- Perron root --- large-scale matrices --- approximation algorithm --- high-dimensional --- minimum norm solution --- regularisation --- Tikhonov --- ℓp-ℓq --- variable selection

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Numerical linear algebra is a very important topic in mathematics and has important recent applications in deep learning, machine learning, image processing, applied statistics, artificial intelligence and other interesting modern applications in many fields. The purpose of this Special Issue in Mathematics is to present the latest contributions and recent developments in numerical linear algebra and applications in different real domains. We invite authors to submit original and new papers and high-quality reviews related to the following topics: applied linear algebra, linear and nonlinear systems of equations, large matrix equations, numerical tensor problems with applications, ill-posed problems and image processing, linear algebra and applied statistics, model reduction in dynamic systems, and other related subjects. The submitted papers will be reviewed in line with the traditional submission process. This Special Issue will be dedicated to the inspired mathematician Constantin Petridi, who has devoted his life to mathematics.

inverse scattering --- reciprocity gap functional --- chiral media --- mixed boundary conditions --- non-linear matrix equations --- perturbation bounds --- Lyapunov majorants --- fixed-point principle --- nonsymmetric differential matrix Riccati equation --- cosine product --- Golub–Kahan algorithm --- Krylov subspaces --- PCA --- SVD --- tensors --- quadratic form --- estimates --- upper bounds --- networks --- perron vector --- power method --- lanczos method --- pseudospectra --- eigenvalues --- matrix polynomial --- perturbation --- Perron root --- large-scale matrices --- approximation algorithm --- high-dimensional --- minimum norm solution --- regularisation --- Tikhonov --- ℓp-ℓq --- variable selection

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Libraries --- Information science --- Archives --- Documentation --- Archives. --- Documentation. --- Information science. --- Libraries. --- Verband der Bibliotheken und der Bibliothekarinnen/Bibliothekare der Schweiz --- Schweizerische Vereinigung für Dokumentation --- Vereinigung Schweizerischer Archivare --- Schweizerische Vereinigung für Dokumentation. --- Verband der Bibliotheken und der Bibliothekarinnen/Bibliothekare der Schweiz. --- Vereinigung Schweizerischer Archivare. --- Switzerland. --- Information services --- Library science --- Documents --- Manuscript depositories --- Manuscript repositories --- Manuscripts --- History --- Records --- Cartularies --- Charters --- Diplomatics --- Public records --- Communication --- Information literacy --- Public institutions --- Librarians --- Depositories --- Repositories --- Association des archivistes suisses --- Associazione degli archivisti svizzeri --- Associaziun dals archivists svizzers --- VSA --- Verein Schweizerischer Archivarinnen und Archivare --- Association suisse de la documentation --- Association suisse de documentation --- SVD --- S.V.D. --- Associazione svizzera di documentazione --- A.S.D. --- ASD --- Associaziun svizra da documentaziun --- Bibliothek Information Schweiz --- BBS --- Association des bibliothèques et bibliothécaires suisses --- Associazione delle biblioteche e delle bibliotecarie e dei bibliotecari svizzeri --- Associaziun da bibliotecas, da bibliotecaris e bibliotecaras da la Svizra --- Vereinigung Schweizerischer Bibliothekare --- Confederatio Helvetica --- Confédération de huit cantons --- Confédération suisse --- Confederazione svizzera --- Eidgenossenschaft --- Everlasting League --- Four Forest Cantons --- Helvetia --- Helvetic Confederation --- Lega elvetica --- Schweiz --- Schweizerische Eidgenossenschaft --- Schweizerische Eidtgenossenschaft --- Shṿaits --- Shveĭt︠s︡arii︠a︡ --- Shveytsʻaria --- Suisse --- Suiza --- Sŭwisŭ --- Svizzera --- Swiss Confederation --- Swisserland --- Vier Waldstätte --- Zvicra --- Zwitserland --- Switzerland --- Shveĭt͡sarii͡ --- Sŭwis --- Sviṭzaralaiṇḍa --- Confederaziun svizra --- Suisu --- Sveitsi --- Svizra --- Confédération de huit cantons --- Confédération suisse --- ShvÌ£aits --- Shveĭt︠s︡arii︠a︡ --- ShveytsÊ»aria --- Sŭwisŭ --- SvitÌ£zaralainÌ£dÌ£a --- Vier Waldstätte

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Catholic Church --- Society of the Divine Word --- Missions --- S13B/0425 --- S13B/0430 --- S13B/0432 --- #SML: Foyer chinois --- China: Christianity--Other orders and congregations --- China: Christianity--Missionary works (RC) and activities of the Catholic Church : 1840-1900 --- China: Christianity--Missionary works (RC) and activities of the Catholic Church: 1900-1949 --- -Society of the Divine Word --- Steyler Missionsgesellschaft --- Padri verbiti --- Società del Verbo Divino --- S.V.D. --- Missionari verbiti --- Missionari del Verbo Divino --- Societas Divini Verbi --- Księża Werbiści --- Werbiści, Księża --- Congregação do Verbo Divino --- Spoločnostʹ božieho slova --- SVD --- Serikat Sabda Allah --- Divine Word Missionaries --- Misioneros del Verbo Divino --- Divine Word Missionaries of North America --- Missionarissen van het Goddelijk Woord --- Missionarissen van Steyl --- Congregatie van het Goddelijk Woord --- Societas Verbi Divini --- Zgromadzenie Słowa Bożego --- Steyler Missionare --- Gesellschaft des Göttlichen Wortes --- Church of Rome --- Roman Catholic Church --- Katholische Kirche --- Katolyt︠s︡ʹka t︠s︡erkva --- Römisch-Katholische Kirche --- Römische Kirche --- Ecclesia Catholica --- Eglise catholique --- Eglise catholique-romaine --- Katolicheskai︠a︡ t︠s︡erkovʹ --- Chiesa cattolica --- Iglesia Católica --- Kościół Katolicki --- Katolicki Kościół --- Kościół Rzymskokatolicki --- Nihon Katorikku Kyōkai --- Katholikē Ekklēsia --- Gereja Katolik --- Kenesiyah ha-Ḳatolit --- Kanisa Katoliki --- כנסיה הקתולית --- כנסייה הקתולית --- 가톨릭교 --- 천주교 --- -S13B/0425 --- -Catholic Church --- Missionarissen van Steyn --- Missionarissen van het Goddelijk Woord‏ --- Society of the Divine word. --- Missions -

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In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem-solving. These algorithms have the capacity to generalize and discover knowledge for themselves and to learn new information whenever unseen data are captured. The primary aim of sensor processing is to develop techniques to interpret, understand, and act on information contained in the data. The interest of this book is in developing intelligent signal processing in order to pave the way for smart sensors. This involves the mathematical advancement of nonlinear signal processing theory and its applications that extend far beyond traditional techniques. It bridges the boundary between theory and application, developing novel theoretically inspired methodologies targeting both longstanding and emergent signal processing applications. The topics range from phishing detection to integration of terrestrial laser scanning, and from fault diagnosis to bio-inspired filtering. The book will appeal to established practitioners, along with researchers and students in the emerging field of smart sensor signal processing.

History of engineering & technology --- geometric calibration --- long- and short-period errors --- equivalent bias angles --- sparse recovery --- linear array push-broom sensor --- deep learning --- signal detection --- modulation classification --- the single shot multibox detector networks --- the multi-inputs convolutional neural networks --- medical image registration --- similarity measure --- non-rigid transformation --- computational efficiency --- registration accuracy --- signal denoising --- singular value decomposition --- Akaike information criterion --- reaction wheel --- micro-vibration --- permutation entropy (PE) --- weighted-permutation entropy (W-PE) --- reverse permutation entropy (RPE) --- reverse dispersion entropy (RDE) --- time series analysis --- complexity --- sensor signal --- tensor principal component pursuit --- stable recovery --- tensor SVD --- ADMM --- kalman filter --- nonlinear autoregressive --- neural network --- noise filtering --- multiple-input multiple-output (MIMO) --- frequency-hopping code --- dual-function radar-communications --- information embedding --- mutual information (mi) --- waveform optimization --- spectroscopy --- compressed sensing --- inverse problems --- dictionary learning --- image registration --- large deformation --- weakly supervised --- high-order cumulant --- cyclic spectrum --- decision tree–support vector machine --- wind turbine --- gearbox fault --- cosine loss --- long short-term memory network --- indoor localization --- CSI --- fingerprinting --- Bayesian tracking --- image reconstruction --- computed tomography --- nonlocal total variation --- sparse-view CT --- low-dose CT --- proximal splitting --- row-action --- brain CT image --- audio signal processing --- sound event classification --- nonnegative matric factorization --- blind signal separation --- support vector machines --- brain-computer interface --- motor imagery --- machine learning --- internet of things --- pianists --- surface inspection --- aluminum ingot --- mask gradient response --- Difference of Gaussian --- inception-v3 --- EEG --- sleep stage --- wavelet packet --- state space model --- image captioning --- three-dimensional (3D) vision --- human-robot interaction --- Laplacian scores --- data reduction --- sensors --- Internet of Things (IoT) --- LoRaWAN --- n/a --- decision tree-support vector machine