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Hidden Markov processes : theory and applications to biology / / M. Vidyasagar
| 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 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hidden Markov processes : theory and applications to biology / / M. Vidyasagar
| 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 |
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Vidyasagar M (Mathukumalli), <1947->
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| Princeton, New Jersey ; ; Oxford, England : , : Princeton University Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Mathematical Analysis and Analytic Number Theory 2019
| Mathematical Analysis and Analytic Number Theory 2019 |
| Autore | Srivastava Rekha |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (318 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
analytic functions
Appell-Bessel functions ArcTan and ArcTanh functions asymptotics Bessel functions bi-close-to-convex functions cardioid domain Catalan's constant Chebyshev polynomials circular domain close-to-convex functions close-to-convexity closed form closure property coefficient estimates combinatorial partition-theoretic identities conic domain convergence theorems convex functions convexity convolution cotangent sum Dedekind sum delta sequence determinant differential operator distortion distribution Euler sums Euler's pentagonal number theorem exponential sums Fibonacci number Fox-Wright function fractional Laplacian functions with positive real part gamma function and its extension generalized Lupaş operators generating functions Hadamard product Hankel determinant Hankel matrix Hardy space harmonic numbers harmonic univalent functions hyper-Bessel functions hypergeometric function and its extensions integral expressions integral representation integral representations inverse Jacobi's triple-product identity Janowski functions Korovkin's type theorem Lambert series laplace and other integral transforms lemniscate of Bernoulli Hankel determinant Lucas number m-fold symmetric functions Mersenne number modular transformation multivalent functions multivariable R-functions p-valent analytic function partial fractions periodic tridiagonal Toeplitz matrix Pochhammer symbol and its extensions q analogue q-Bernardi integral operator q-close-to-convex functions q-convex functions q-integral operator q-product identities q-Ruschweyh differential operator q-starlike functions quasi-Hadamard Ramanujan's theta functions reciprocals riemann zeta function Riesz fractional derivative Rogers-Ramanujan continued fraction Rogers-Ramanujan identities Schur's second partition theorem Schur's, the Göllnitz-Gordon's and the Göllnitz's partition identities second Hankel determinant Sherman-Morrison-Woodbury formula special functions starlike function starlike functions starlikeness subordinate subordination subordinations theta-function identities Toeplitz matrix Trigamma function umbral methods univalent function univalent functions Voronovskaya type theorem with symmetric conjecture point τ-Gauss hypergeometric function and its extensions τ-Kummer hypergeometric function |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557507003321 |
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Srivastava Rekha
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Matrices, moments, and quadrature with applications [[electronic resource] /] / Gene H. Golub and Gerard Meurant
| 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 |
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Golub Gene H (Gene Howard), <1932-2007.>
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| Princeton, N.J., : Princeton University Press, c2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Recent Advancements in Radar Imaging and Sensing Technology
| 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 online resource (394 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
analogue correlation
ASIFT assive radar azimuth multichannel reconstruction bandwidth stitching bistatic radar bistatic synthetic aperture radar (SAR) CARABAS II chirp rate estimation compact depth-wise separable convolution (CSeConv) compressed sensing compressive sensing convolution auto-encoder (CAE) damped exponential (DE) model delay line Despeckling Filter distributed MIMO radar Doppler radar tomography double-sided bistatic range (BR) false targets suppression forward scattering radar gain-phase errors Gaofen-3 (GF-3) ground scene prediction ground-penetrating radar Hankel matrix high pulse repetition frequency (HPRF) high resolution wide swath (HRWS) high-resolution narrowband radar hybrid SAR/ISAR hyperbolic approximation hypersonic aircraft image stack improved rank-one phase estimation (IROPE) inverse SAR (ISAR) inverse synthetic aperture radar (ISAR) Iterative Closest Point k-space augmentation k-space tomography microwave staring correlated imaging microwave staring correlated imaging (MSCI) MIMO radar modern radar applications modified omega-K motion compensation motion parameter fitting moving targets multi-pass multi-scale representation learning (MSRL) multiband processing narrowband radar Navigation noise radar noise suppression object classification off-grid compressive sensing orthogonal matching pursuit (OMP) parameter-refined orthogonal matching pursuit (PROMP) passive forward scattering radar passive radar phase center adaptation phase compensation polarimetric position error pyramid pooling module (PPM) radar imaging radar measurements radar signal processing techniques radar signatures radar tomography random frequency hopping (RFH) regularization SAR SAR images SAR tomography self-calibration singular value decomposition slow-time k-space sparse reconstruction sparse representation spatial frequency state-space approach (SSA) strip Structure from Motion synthetic aperture radar Synthetic Aperture Radar synthetic aperture radar (SAR) target localization time-frequency analysis time-frequency reassignment unsteady aerostat platform window length optimization |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557350803321 |
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Samczynski Piotr
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The Moment Problem / Konrad Schmüdgen
| 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 |
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Schmüdgen, Konrad
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| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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The Moment Problem / Konrad Schmüdgen
| 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-VAN00124049 |
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Schmüdgen, Konrad
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| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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