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Inference in Hidden Markov Models

Olivier Cappé Eric Moulines Tobias Rydén

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Institución detectada Año de publicación Navegá Descargá Solicitá
No detectada 2005 SpringerLink

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Tipo de recurso:

libros

ISBN impreso

978-0-387-40264-2

ISBN electrónico

978-0-387-28982-3

Editor responsable

Springer Nature

País de edición

Reino Unido

Fecha de publicación

Información sobre derechos de publicación

© Springer Science+Business Media, Inc. 2005

Tabla de contenidos

Inference in Hidden Markov Models

Olivier Cappé; Eric Moulines; Tobias Rydén

Pp. No disponible

Introduction

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

- Introduction | Pp. 1-34

Main Definitions and Notations

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

- Main Definitions and Notations | Pp. 35-47

Filtering and Smoothing Recursions

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 51-76

Advanced Topics in Smoothing

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 77-120

Applications of Smoothing

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 121-159

Monte Carlo Methods

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 161-208

Sequential Monte Carlo Methods

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 209-250

Advanced Topics in Sequential Monte Carlo

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 251-286

Analysis of Sequential Monte Carlo Methods

Olivier Cappé; Eric Moulines; Tobias Rydén

Decision support systems (DSS) are in the center of today’s experts’ attention, due to their abilities to allow significant increase of the quality of optimal decision selection among a large number of alternatives. In this paper we discuss assessment criteria of delivery quality in the transport logistics applaying methods from non-classical logic.

Part I - State Inference | Pp. 287-343