Application of Neural Networks in Software Engineering: A Review

被引：0

作者：

Singh, Yogesh ^{[1
]}

Bhatia, Pradeep Kumar ^{[2
]}

Kaur, Arvinder ^{[1
]}

Sangwan, Omprakash ^{[3
]}

机构：

[1] GGS IP Univ, Univ Sch Informat & Technol, Delhi, India

[2] GJU Sci & Technol, Dept CSE, Hisar, Haryana, India

[3] Amity Univ, Amity Inst Informat Technol, Noida, India

来源：

INFORMATION SYSTEMS, TECHNOLOGY AND MANAGEMENT-THIRD INTERNATIONAL CONFERENCE, ICISTM 2009 | 2009年 / 31卷

关键词：

Neural Network; Software Testing; Software Metrics; COST ESTIMATION; EMPIRICAL VALIDATION;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The software engineering is comparatively new and ever changing field. The challenge of meeting tight project schedules with quality software requires that the field of software engineering be automated to large extent and human intervention be minimized to optimum level. To achieve this goal the researchers have explored the potential of machine learning approaches as they are adaptable, have learning capabilities and non-parametric. In this paper, we take a look at how Neural Network (NN) can be used to build tools for software development and maintenance tasks.

引用

页码：128 / +

页数：4

共 50 条

[1] Review of the application of Artificial Neural Networks in ocean engineering
Juan, Nerea Portillo
Valdecantos, Vicente Negro
[J]. OCEAN ENGINEERING, 2022, 259
[2] Software engineering methods for neural networks
Senyard, A
Kazmierczak, E
Sterling, L
[J]. ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE, PROCEEDINGS, 2003, : 468 - 477
[3] Neural networks as "software sensors" in enzyme engineering
Linko, S
Zhu, YH
Linko, P
[J]. ENZYME ENGINEERING XIV, 1998, 864 : 46 - 58
[4] Application of neural networks in geotechnical engineering
da Silva, JMMM
[J]. APPLICATIONS OF COMPUTATIONAL MECHANICS IN GEOTECHNICAL ENGINEERING, 2001, : 59 - 68
[5] Neural networks in civil engineering: A review
Flood, I
[J]. CIVIL AND STRUCTURAL ENGINEERING COMPUTING: 2001, 2001, : 185 - 209
[6] Applying neural networks as software sensors for enzyme engineering
Linko, S
Zhu, YH
Linko, P
[J]. TRENDS IN BIOTECHNOLOGY, 1999, 17 (04) : 155 - 162
[7] APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN CIVIL ENGINEERING
Lazarevska, Marijana
Knezevic, Milos
Cvetkovska, Meri
Trombeva-Gavriloska, Ana
[J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2014, 21 (06): : 1353 - 1359
[8] Application of neural networks in chemical reactor engineering
Molga, E
[J]. INZYNIERIA CHEMICZNA I PROCESOWA, 2004, 25 (03): : 1981 - 1990
[9] Artificial neural networks in biomedical engineering: A review
Nayak, R
Jain, LC
Ting, BKH
[J]. COMPUTATIONAL MECHANICS, VOLS 1 AND 2, PROCEEDINGS: NEW FRONTIERS FOR THE NEW MILLENNIUM, 2001, : 887 - 892
[10] A software engineering approach to develop adaptive RBF neural networks
Talevski, A
Chang, E
Wang, DH
Dillon, TS
[J]. DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 86 - 96

← 1 2 3 4 5 →