Hidden Markov processes : theory and applications to biology / / M. Vidyasagar |
Autore | Vidyasagar M (Mathukumalli), <1947-> |
Edizione | [Course Book] |
Pubbl/distr/stampa | Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 |
Descrizione fisica | 1 online resource (303 p.) |
Disciplina | 570.285 |
Collana | Princeton Series in Applied Mathematics |
Soggetto topico |
Computational biology
Markov processes |
Soggetto non controllato |
BLAST theory
BaumЗelch algorithm Bayes' rule Cramr's theorem GENSCAN algorithm GLIMMER algorithm Hankel matrix Hankel rank condition Hoeffding's inequality KullbackЌeibler divergence Markov chain Markov process Markov property Monte Carlo simulation PerronІrobenius theorem Probability theory Sanov's theorem Viterbi algorithm alignment alpha-mixing process amino acids canonical form complete realization problem computational biology concave function conditional entropy convex function entropy function entropy ergodicity expected value finite alphabet gene-finding problem genomics hidden Markov model hidden Markov processes hitting probability information theory irreducible matrices large deviation property large deviation theory likelihood estimation likelihood lower semi-continuous function lower semi-continuous relaxation maximal segmental score maximum likelihood estimate mean hitting time moment generating function nonnegative matrices nucleotide optimal gapped alignment periodic irreducible matrices post-genomic biology primitive matrices probability distribution probability protein classification proteomics quasi-realization random variable rate function recurrent state relative entropy rate relative entropy sequence alignment sequence state transition matrix stationary distribution total variation distance transient state ultra-mixing process |
ISBN | 1-4008-5051-7 |
Classificazione | SK 820 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Front matter -- Contents -- Preface -- PART 1. Preliminaries -- Chapter One. Introduction to Probability and Random Variables -- Chapter Two. Introduction to Information Theory -- Chapter Three. Nonnegative Matrices -- PART 2. Hidden Markov Processes -- Chapter Four. Markov Processes -- Chapter Five. Introduction to Large Deviation Theory -- Chapter Six. Hidden Markov Processes: Basic Properties -- Chapter Seven. Hidden Markov Processes: The Complete Realization Problem -- PART 3. Applications to Biology -- Chapter Eight. Some Applications to Computational Biology -- Chapter Nine. BLAST Theory -- Bibliography -- Index -- Back matter |
Record Nr. | UNINA-9910786777403321 |
Vidyasagar M (Mathukumalli), <1947->
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Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 | ||
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Lo trovi qui: Univ. Federico II | ||
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Hidden Markov processes : theory and applications to biology / / M. Vidyasagar |
Autore | Vidyasagar M (Mathukumalli), <1947-> |
Edizione | [Course Book] |
Pubbl/distr/stampa | Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 |
Descrizione fisica | 1 online resource (303 p.) |
Disciplina | 570.285 |
Collana | Princeton Series in Applied Mathematics |
Soggetto topico |
Computational biology
Markov processes |
Soggetto non controllato |
BLAST theory
BaumЗelch algorithm Bayes' rule Cramr's theorem GENSCAN algorithm GLIMMER algorithm Hankel matrix Hankel rank condition Hoeffding's inequality KullbackЌeibler divergence Markov chain Markov process Markov property Monte Carlo simulation PerronІrobenius theorem Probability theory Sanov's theorem Viterbi algorithm alignment alpha-mixing process amino acids canonical form complete realization problem computational biology concave function conditional entropy convex function entropy function entropy ergodicity expected value finite alphabet gene-finding problem genomics hidden Markov model hidden Markov processes hitting probability information theory irreducible matrices large deviation property large deviation theory likelihood estimation likelihood lower semi-continuous function lower semi-continuous relaxation maximal segmental score maximum likelihood estimate mean hitting time moment generating function nonnegative matrices nucleotide optimal gapped alignment periodic irreducible matrices post-genomic biology primitive matrices probability distribution probability protein classification proteomics quasi-realization random variable rate function recurrent state relative entropy rate relative entropy sequence alignment sequence state transition matrix stationary distribution total variation distance transient state ultra-mixing process |
ISBN | 1-4008-5051-7 |
Classificazione | SK 820 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Front matter -- Contents -- Preface -- PART 1. Preliminaries -- Chapter One. Introduction to Probability and Random Variables -- Chapter Two. Introduction to Information Theory -- Chapter Three. Nonnegative Matrices -- PART 2. Hidden Markov Processes -- Chapter Four. Markov Processes -- Chapter Five. Introduction to Large Deviation Theory -- Chapter Six. Hidden Markov Processes: Basic Properties -- Chapter Seven. Hidden Markov Processes: The Complete Realization Problem -- PART 3. Applications to Biology -- Chapter Eight. Some Applications to Computational Biology -- Chapter Nine. BLAST Theory -- Bibliography -- Index -- Back matter |
Record Nr. | UNINA-9910828783803321 |
Vidyasagar M (Mathukumalli), <1947->
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Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 | ||
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Lo trovi qui: Univ. Federico II | ||
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Mathematical Analysis and Analytic Number Theory 2019 |
Autore | Srivastava Rekha |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
Descrizione fisica | 1 electronic resource (318 p.) |
Soggetto topico |
Research & information: general
Mathematics & science |
Soggetto non controllato |
subordination
functions with positive real part reciprocals univalent functions starlikeness convexity close-to-convexity hyper-Bessel functions Hardy space distribution fractional Laplacian Riesz fractional derivative delta sequence convolution subordinations starlike functions convex functions close-to-convex functions cardioid domain Hankel determinant m-fold symmetric functions harmonic univalent functions with symmetric conjecture point integral expressions coefficient estimates distortion umbral methods harmonic numbers special functions integral representations laplace and other integral transforms analytic functions quasi-Hadamard differential operator closure property riemann zeta function asymptotics exponential sums multivalent functions q-Ruschweyh differential operator q-starlike functions circular domain q-Bernardi integral operator Bessel functions Appell–Bessel functions generating functions Chebyshev polynomials Euler sums Catalan’s constant Trigamma function integral representation closed form ArcTan and ArcTanh functions partial fractions Lambert series cotangent sum modular transformation Dedekind sum lemniscate of Bernoulli Hankel determinant determinant inverse Mersenne number periodic tridiagonal Toeplitz matrix Sherman-Morrison-Woodbury formula Fibonacci number Lucas number Toeplitz matrix Hankel matrix univalent function second Hankel determinant bi-close-to-convex functions gamma function and its extension Pochhammer symbol and its extensions hypergeometric function and its extensions τ-Gauss hypergeometric function and its extensions τ-Kummer hypergeometric function Fox-Wright function p-valent analytic function Hadamard product q-integral operator generalized Lupaş operators q analogue Korovkin’s type theorem convergence theorems Voronovskaya type theorem starlike function subordinate Janowski functions conic domain q-convex functions q-close-to-convex functions theta-function identities multivariable R-functions Jacobi’s triple-product identity Ramanujan’s theta functions q-product identities Euler’s pentagonal number theorem Rogers-Ramanujan continued fraction Rogers-Ramanujan identities combinatorial partition-theoretic identities Schur’s, the Göllnitz-Gordon’s and the Göllnitz’s partition identities Schur’s second partition theorem |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910557507003321 |
Srivastava Rekha
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
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Lo trovi qui: Univ. Federico II | ||
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Matrices, moments, and quadrature with applications [[electronic resource] /] / Gene H. Golub and Gerard Meurant |
Autore | Golub Gene H (Gene Howard), <1932-2007.> |
Edizione | [Course Book] |
Pubbl/distr/stampa | Princeton, N.J., : Princeton University Press, c2010 |
Descrizione fisica | 1 online resource (376 p.) |
Disciplina | 512.9434 |
Altri autori (Persone) | MeurantGérard A |
Collana | Princeton series in applied mathematics |
Soggetto topico |
Matrices
Numerical analysis |
Soggetto non controllato |
Algorithm
Analysis of algorithms Analytic function Asymptotic analysis Basis (linear algebra) Basis function Biconjugate gradient method Bidiagonal matrix Bilinear form Calculation Characteristic polynomial Chebyshev polynomials Coefficient Complex number Computation Condition number Conjugate gradient method Conjugate transpose Cross-validation (statistics) Curve fitting Degeneracy (mathematics) Determinant Diagonal matrix Dimension (vector space) Eigenvalues and eigenvectors Equation Estimation Estimator Exponential function Factorization Function (mathematics) Function of a real variable Functional analysis Gaussian quadrature Hankel matrix Hermite interpolation Hessenberg matrix Hilbert matrix Holomorphic function Identity matrix Interlacing (bitmaps) Inverse iteration Inverse problem Invertible matrix Iteration Iterative method Jacobi matrix Krylov subspace Laguerre polynomials Lanczos algorithm Linear differential equation Linear regression Linear subspace Logarithm Machine epsilon Matrix function Matrix polynomial Maxima and minima Mean value theorem Meromorphic function Moment (mathematics) Moment matrix Moment problem Monic polynomial Monomial Monotonic function Newton's method Numerical analysis Numerical integration Numerical linear algebra Orthogonal basis Orthogonal matrix Orthogonal polynomials Orthogonal transformation Orthogonality Orthogonalization Orthonormal basis Partial fraction decomposition Polynomial Preconditioner QR algorithm QR decomposition Quadratic form Rate of convergence Recurrence relation Regularization (mathematics) Rotation matrix Singular value Square (algebra) Summation Symmetric matrix Theorem Tikhonov regularization Trace (linear algebra) Triangular matrix Tridiagonal matrix Upper and lower bounds Variable (mathematics) Vector space Weight function |
ISBN |
1-282-45801-9
1-282-93607-7 9786612458019 1-4008-3388-4 |
Classificazione | SK 915 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Frontmatter -- Contents -- Preface -- PART 1. Theory -- Chapter 1. Introduction -- Chapter 2. Orthogonal Polynomials -- Chapter 3. Properties of Tridiagonal Matrices -- Chapter 4. The Lanczos and Conjugate Gradient Algorithms -- Chapter 5. Computation of the Jacobi Matrices -- Chapter 6. Gauss Quadrature -- Chapter 7. Bounds for Bilinear Forms uTƒ(A)v -- Chapter 8. Extensions to Nonsymmetric Matrices -- Chapter 9. Solving Secular Equations -- PART 2. Applications -- Chapter 10. Examples of Gauss Quadrature Rules -- Chapter 11. Bounds and Estimates for Elements of Functions of Matrices -- Chapter 12. Estimates of Norms of Errors in the Conjugate Gradient Algorithm -- Chapter 13. Least Squares Problems -- Chapter 14. Total Least Squares -- Chapter 15. Discrete Ill-Posed Problems -- Bibliography -- Index |
Record Nr. | UNINA-9910780861503321 |
Golub Gene H (Gene Howard), <1932-2007.>
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Princeton, N.J., : Princeton University Press, c2010 | ||
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Lo trovi qui: Univ. Federico II | ||
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Matrices, moments, and quadrature with applications / / Gene H. Golub and Gerard Meurant |
Autore | Golub Gene H (Gene Howard), <1932-2007.> |
Edizione | [Course Book] |
Pubbl/distr/stampa | Princeton, N.J., : Princeton University Press, c2010 |
Descrizione fisica | 1 online resource (376 p.) |
Disciplina | 512.9434 |
Altri autori (Persone) | MeurantGérard A |
Collana | Princeton series in applied mathematics |
Soggetto topico |
Matrices
Numerical analysis |
Soggetto non controllato |
Algorithm
Analysis of algorithms Analytic function Asymptotic analysis Basis (linear algebra) Basis function Biconjugate gradient method Bidiagonal matrix Bilinear form Calculation Characteristic polynomial Chebyshev polynomials Coefficient Complex number Computation Condition number Conjugate gradient method Conjugate transpose Cross-validation (statistics) Curve fitting Degeneracy (mathematics) Determinant Diagonal matrix Dimension (vector space) Eigenvalues and eigenvectors Equation Estimation Estimator Exponential function Factorization Function (mathematics) Function of a real variable Functional analysis Gaussian quadrature Hankel matrix Hermite interpolation Hessenberg matrix Hilbert matrix Holomorphic function Identity matrix Interlacing (bitmaps) Inverse iteration Inverse problem Invertible matrix Iteration Iterative method Jacobi matrix Krylov subspace Laguerre polynomials Lanczos algorithm Linear differential equation Linear regression Linear subspace Logarithm Machine epsilon Matrix function Matrix polynomial Maxima and minima Mean value theorem Meromorphic function Moment (mathematics) Moment matrix Moment problem Monic polynomial Monomial Monotonic function Newton's method Numerical analysis Numerical integration Numerical linear algebra Orthogonal basis Orthogonal matrix Orthogonal polynomials Orthogonal transformation Orthogonality Orthogonalization Orthonormal basis Partial fraction decomposition Polynomial Preconditioner QR algorithm QR decomposition Quadratic form Rate of convergence Recurrence relation Regularization (mathematics) Rotation matrix Singular value Square (algebra) Summation Symmetric matrix Theorem Tikhonov regularization Trace (linear algebra) Triangular matrix Tridiagonal matrix Upper and lower bounds Variable (mathematics) Vector space Weight function |
ISBN |
1-282-45801-9
1-282-93607-7 9786612458019 1-4008-3388-4 |
Classificazione | SK 915 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Frontmatter -- Contents -- Preface -- PART 1. Theory -- Chapter 1. Introduction -- Chapter 2. Orthogonal Polynomials -- Chapter 3. Properties of Tridiagonal Matrices -- Chapter 4. The Lanczos and Conjugate Gradient Algorithms -- Chapter 5. Computation of the Jacobi Matrices -- Chapter 6. Gauss Quadrature -- Chapter 7. Bounds for Bilinear Forms uTƒ(A)v -- Chapter 8. Extensions to Nonsymmetric Matrices -- Chapter 9. Solving Secular Equations -- PART 2. Applications -- Chapter 10. Examples of Gauss Quadrature Rules -- Chapter 11. Bounds and Estimates for Elements of Functions of Matrices -- Chapter 12. Estimates of Norms of Errors in the Conjugate Gradient Algorithm -- Chapter 13. Least Squares Problems -- Chapter 14. Total Least Squares -- Chapter 15. Discrete Ill-Posed Problems -- Bibliography -- Index |
Record Nr. | UNINA-9910812933703321 |
Golub Gene H (Gene Howard), <1932-2007.>
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Princeton, N.J., : Princeton University Press, c2010 | ||
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Lo trovi qui: Univ. Federico II | ||
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Recent Advancements in Radar Imaging and Sensing Technology |
Autore | Samczynski Piotr |
Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
Descrizione fisica | 1 electronic resource (394 p.) |
Soggetto topico | Technology: general issues |
Soggetto non controllato |
microwave staring correlated imaging (MSCI)
gain–phase errors strip self-calibration distributed MIMO radar target localization double-sided bistatic range (BR) microwave staring correlated imaging unsteady aerostat platform motion parameter fitting position error radar imaging synthetic aperture radar compressed sensing sparse reconstruction regularization passive forward scattering radar chirp rate estimation passive radar forward scattering radar radar measurements time-frequency analysis bistatic synthetic aperture radar (SAR) hyperbolic approximation phase compensation modified omega-K ground-penetrating radar noise suppression singular value decomposition Hankel matrix window length optimization synthetic aperture radar (SAR) high resolution wide swath (HRWS) azimuth multichannel reconstruction phase center adaptation false targets suppression damped exponential (DE) model inverse synthetic aperture radar (ISAR) radar signatures state–space approach (SSA) sparse representation polarimetric SAR tomography MIMO radar noise radar radar signal processing techniques analogue correlation modern radar applications delay line high pulse repetition frequency (HPRF) random frequency hopping (RFH) hypersonic aircraft SAR Synthetic Aperture Radar ASIFT Despeckling Filter Navigation Structure from Motion Iterative Closest Point radar tomography compressive sensing bistatic radar parameter-refined orthogonal matching pursuit (PROMP) orthogonal matching pursuit (OMP) k-space tomography narrowband radar off-grid compressive sensing slow-time k-space spatial frequency Doppler radar tomography k-space augmentation high-resolution narrowband radar multiband processing bandwidth stitching multi-scale representation learning (MSRL) pyramid pooling module (PPM) compact depth-wise separable convolution (CSeConv) convolution auto-encoder (CAE) object classification CARABAS II ground scene prediction image stack multi-pass SAR images moving targets inverse SAR (ISAR) motion compensation hybrid SAR/ISAR improved rank-one phase estimation (IROPE) Gaofen-3 (GF-3) assive radar time-frequency reassignment |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910557350803321 |
Samczynski Piotr
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Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
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Lo trovi qui: Univ. Federico II | ||
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The Moment Problem / Konrad Schmüdgen |
Autore | Schmüdgen, Konrad |
Pubbl/distr/stampa | Cham, : Springer, 2017 |
Descrizione fisica | xii, 535 p. : ill. ; 24 cm |
Soggetto topico |
14P10 - Semialgebraic sets and related spaces [MSC 2020]
44A60 - Moment problems [MSC 2020] 47A57 - Linear operator methods in interpolation, moment and extension problems [MSC 2020] |
Soggetto non controllato |
Canonical solutions
Carleman condition Hamburger moment problem Hankel matrix Hausdorff moment problem Jacobi operators Moment problem on semi-algebraic sets Nevanlinna parametrization Orthogonal polynomials Polynomial optimization Positive polynomials Positivstellensätze Principal solutions Stieltjes moment problem Weyl circle |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Titolo uniforme | |
Record Nr. | UNICAMPANIA-VAN0124049 |
Schmüdgen, Konrad
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Cham, : Springer, 2017 | ||
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Lo trovi qui: Univ. Vanvitelli | ||
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