Inicio > Matemáticas y ciencia > Ciencia: cuestiones generales > Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection
Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

Machine-Learning based sequence analysis, bioinformatics & nanopore transduction detection

Stephen Winters-Hilt

163,28 €
IVA incluido
Consulta disponibilidad
Editorial:
Lulu Press
Año de edición:
2011
Materia
Ciencia: cuestiones generales
ISBN:
9781257645251

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)
¡Pregúntanos!
Sobre IBD

This is intended to be a simple and accessible book on machine learning methods and their application in computational genomics and nanopore transduction detection. This book has arisen from eight years of teaching one-semester courses on various machine-learning, cheminformatics, and bioinformatics topics. The book begins with a description of ad hoc signal acquisition methods and how to orient on signal processing problems with the standard tools from information theory and signal analysis. A general stochastic sequential analysis (SSA) signal processing architecture is then described that implements Hidden Markov Model (HMM) methods. Methods are then shown for classification and clustering using generalized Support Vector Machines, for use with the SSA Protocol, or independent of that approach. Optimization metaheuristics are used for tuning over algorithmic parameters throughout. Hardware implementations and short code examples of the various methods are also described.

Artículos relacionados

  • Cases on Research-Based Teaching Methods in Science Education
    Eugene de Silva
    While the great scientists of the past recognized a need for a multidisciplinary approach, today’s schools often treat math and science as subjects separate from the rest. This not only creates a disinterest among students, but also a potential learning gap once students reach college and then graduate into the workforce. Cases on Research-Based Teaching Methods in Science Educ...
  • Enhancing Qualitative and Mixed Methods Research with Technology
    Shalin Hai-Jew
    In light of the expensive nature of quantitative research, such as experiments, researchers must seek other methods of understanding the world around them. As such, new qualitative methods are gaining ground in the modern research community. Enhancing Qualitative and Mixed Methods Research with Technology explores the integration of new digital tools into the research process. ...
  • Emerging Research on Bioinspired Materials Engineering
    Mohamed Bououdina
    Bioinspired materials can be defined as the organic or inorganic materials that mimic naturally occurring substances. With applications in a number of fields such as biomedical, chemical, mechanical, and civil engineering, research on the development of biologically-inspired materials is essential to further advancement. Emerging Research on Bioinspired Materials Engineering pr...
  • Contemporary Knowledge and Systems Science
    As branches of research and knowledge continue to expand, platforms for gathering and understanding new information become important aspects of organizational improvement. Contemporary Knowledge and Systems Science provides emerging research on the methods and applications of knowledge systems in social science, economics, and technological developments. While highlighting topi...
  • BOUQUET OF DYSON, A
    BERNSTEIN JEREMY / Jeremy Bernstein
    University of Texas at Austin My friendship with Freeman Dyson goes back over a half century. My first contact with him goes back to the late 1950s, when I was at the Institute for Advanced Study, and then evolved when I was a consultant at General Atomics in La Jolla, California. Freeman was then trying to design a space ship — the Orion — which would be propelled by atomic bo...
    Disponible

    33,35 €

  • CLOUDS ARE NOT SPHERES
    LESMOIR-GORDON NIGEL / NIGEL LESMOIR-GORDON
     The time is right, following Benoît Mandelbrot's death in 2010, to publish this landmark book about the life and work of this maverick math genius.This compact book celebrates the life and achievements of Benoît Mandelbrot with the ideas of fractals presented in a way that can be understood by the interested lay-person. Mathematics is largely avoided. Instead, Mandelbrot&#...

Otros libros del autor

  • Quantum Mechanics and Path Integrals
    Stephen Winters-Hilt
    This is a book on Quantum Mechanics. It starts with a description of the pre-Quantum physics developments that led to Quantum Theory. A thorough description of the modern Schrodinger and Heisenberg theories and applications is then given. After the standard, undergraduate-level, quantum mechanics description, a more mathematically formal construction is made with Dirac’s axioma...
  • Thermodynamics, Statistical Mechanics, and Black Hole Entropy
    Stephen Winters-Hilt
    Thermodynamics is the oldest of the physics disciplines with unapologetic use of phenomenological arguments and mysterious thermodynamic potentials (entropy). Obviously, thermodynamics is still prevalent today, including in its more quantified form via statistical mechanics. This book (sixth in a seven-part physics series) is on the fundamentals of modern thermodynamics, statis...
  • Quantum Field Theory
    Stephen Winters-Hilt
    This is a book on quantum field theory. The quantum mechanics solution for the simple harmonic oscillator is reviewed at the outset. In the context of quantum field theory this will be referred to as the first quantization solution because we are going to re-use this solution in a new way (an infinite number of times) to arrive at 'second quantization' that will describe a quan...
  • Klasik Mekanik ve Kaos
    Stephen Winters-Hilt
    Bu kitap, nokta parçacık hareketinin klasik formülasyonlarından başlayarak, klasik mekaniğin bir tanımını sunmaktadır. Pek çok sistemde hareketin iki alanının olduğu ancak klasik mekanik iyice yerleşinceye kadar anlaşılamadı: kaotik olmayan; ve kaotik. Bu, klasik mekaniğin modern bir açıklamasıdır, dolayısıyla kaos teorisini ve daha sonraki teorik gelişmelerle olan bağları da i...
  • Klassisk mekanik og kaos
    Stephen Winters-Hilt
    Denne bog giver en beskrivelse af klassisk mekanik, startende med de klassiske formuleringer af punktpartikelbevægelse. Det var ikke før den klassiske mekanik allerede var veletableret, at det blev indset, at der er to domæner for bevægelse i mange systemer: ikke-kaotisk; og kaotisk. Dette er en moderne udlægning af klassisk mekanik, der således inkluderer kaosteori og også bån...
  • Klassische Mechanik und Chaos
    Stephen Winters-Hilt
    Dieses Buch bietet eine Beschreibung der klassischen Mechanik, beginnend mit den klassischen Formulierungen der Punktpartikelbewegung. Erst als die klassische Mechanik bereits gut etabliert war, wurde erkannt, dass es in vielen Systemen zwei Bewegungsbereiche gibt: nicht chaotisch und chaotisch. Dies ist eine moderne Darstellung der klassischen Mechanik, die somit auch die Chao...