Sale!

LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition by Frederic Maire, Frank Wathne, Alain Lifchitz ISBN 9783540206460 354020646X

Name: LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition by Frederic Maire, Frank Wathne, Alain Lifchitz ISBN 9783540206460 354020646X
SKU: EB-10234
Availability: InStock

Original price was: $50.00.Current price is: $35.00.

Authors:Frederic Maire, Frank Wathne; Alain Lifchitz , Tags:AI 2003: Advances in Artificial Intelligence , Author sort:Frederic Maire, Frank Wathne & Lifchitz, Alain , Languages:Languages:eng , Published:Published:Nov 2003

SKU: EB-10234 Category: eBook PDF Tags: Alain Lifchitz, Frank Wathne, Frederic Maire, Hidden Markov Model, Non Deterministic Automata

Description

LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition by Frederic Maire, Frank Wathne, Alain Lifchitz – Ebook PDF Instant Download/Delivery. 9783540206460 ,354020646X
Full download LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition after payment

Product details:
ISBN 10: 354020646X
ISBN 13: 9783540206460
Author: Frederic Maire, Frank Wathne, Alain Lifchitz

Most on-line cursive handwriting recognition systems use a lexical constraint to help improve the recognition performance. Traditionally, the vocabulary lexicon is stored in a trie (automaton whose underlying graph is a tree). In a previous paper, we showed that non-deterministic automata were computationally more efficient than tries. In this paper, we propose a new method for constructing incrementally small non-deterministic automata from lexicons. We present experimental results demonstrating a significant reduction in the number of labels in the automata. This reduction yields a proportional speed-up in HMM based lexically constrained pattern recognition systems.

LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition Table of contents:

1 Introduction

2 Lexically Constrained Pattern Recognition

3 Automata Taxonomy

4 Automata Reduction

5 Previous Works

6 Compressed Non-Deterministic Automata

7 Experimental Results

8 Conclusions

9 References

People also search for LNAI 2903 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications 1st Edition:

how to make non deterministic finite automata

what is a non deterministic algorithm

non-deterministic finite automata

non deterministic algorithm machine learning