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| Presentation | 2015-06-19 14:25 Software Reliability Assessment Based on Non-homogeneous Power Law Processes Yasuhiro Saito, Tadashi Dohi (Hiroshima Univ.)  R2015-12 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper we consider a trend renewal process by Lindqvist et al. (2003) (TRP)-based software reliability models (SRMs). The modeling framework of this paper includes both of non-homogeneous poisson process (NHPP)-based SRMs which are widely used and non-homogeneous gamma process (NHGP)-based SRMs which are a generalization of NHPP-based SRMs. TRP-based SRMs are characterized by both the trend function which is equivalent to the mean value function of NHPP-based SRMs and the renewal time distribution which is followed by a time transformed random variable with trend function. Especially, we focus on the non-homogeneous power law process (NHPLP)-based SRMs where the Weibull distribution is assumed for the renewal time distribution. We also investigate the goodness-of- t performance of nonparametric NHPLP-based SRM without specifying the trend function. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Software reliability / Non-homogeneous power law process / Trend function / Renewal time distribution / Non-parametric maximum likelihood estimation / Non-homogeneous poisson process / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 101, R2015-12, pp. 13-18, June 2015. | |
| Paper # | R2015-12 | |
| Date of Issue | 2015-06-12 (R) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | R2015-12 |
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| Conference Information | |
| Committee | R |
| Conference Date | 2015-06-19 - 2015-06-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | R |
| Conference Code | 2015-06-R |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Software Reliability Assessment Based on Non-homogeneous Power Law Processes |
| Sub Title (in English) | |
| Keyword(1) | Software reliability |
| Keyword(2) | Non-homogeneous power law process |
| Keyword(3) | Trend function |
| Keyword(4) | Renewal time distribution |
| Keyword(5) | Non-parametric maximum likelihood estimation |
| Keyword(6) | Non-homogeneous poisson process |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yasuhiro Saito |
| 1st Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name | Tadashi Dohi |
| 2nd Author's Affiliation | Hiroshima University (Hiroshima Univ.) |
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| Speaker | Author-1 |
| Date Time | 2015-06-19 14:25:00 |
| Presentation Time | 25 minutes |
| Registration for | R |
| Paper # | R2015-12 |
| Volume (vol) | vol.115 |
| Number (no) | no.101 |
| Page | pp.13-18 |
| #Pages | 6 |
| Date of Issue | 2015-06-12 (R) |
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