Ministry of Education
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Ms Somya Goyal

vidwan id: 208063
Female

Assistant Professor, Department of Computer and Communication Engineering
Manipal University, Jaipur

Orchid Icon 0000-0002-0113-7733 Google Scholar Icon 57191276120 Researcher Icon L-4219-2017 Google Scholar Icon HtjrjVoAAAAJ

Expertise

  • Computer Science Information Systems

Publications

Total Articles 44
Books 0
Proceedings 0

Publications

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Scopus

Citations 311
h-index 11

CrossRef

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Citations 185
h-index 8
Google Scholar

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Professional Recognition

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Community & Membership

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Bio

Machine learning, Software Engineeering, IoT

Personal Details

  • Female
  • Assistant Professor , Manipal University, Jaipur
  • Manipal University Jaipur, Jaipur-Ajmer Express Highway, Dehmi Kalan, Near GVK Toll Plaza
M.Tech
Other Institute 2011
Assistant Professor Aug 2019 – Present
Manipal University, Jaipur | Department of Computer and Communication Engineering

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Co-Authors (11)

Ajitha

Dr Ajitha Ponnupillai

Sathyabama Institute of Science & Technology, Chennai

Chithrakkannan

Mr Chithrakkannan R

Sri Sairam Engineering College, Chennai

Mangayarkarasi

Mangayarkarasi T

Sri Sairam Engineering College, Chennai

Jyotir Moy

Mr Jyotir Moy Chatterjee

Graphic Era University, Dehradun

Milind

Dr Milind Rane

Vishwakarma Institute of Technology, Pune

Pradeep Kumar

Prof Pradeep Kumar Bhatia

Guru Jambheshwar University of Science & Technology

Kavitha

Dr Kavitha P

R.M.K Engineering College

Pradeep Kumar

Dr Pradeep Kumar Bhatia

Guru Jambheshwar University of Science & Technology

Vivek Kumar

Dr Vivek Kumar Verma

Manipal University, Jaipur

L

Prof L Vetrivendan

Alliance University, Bangalore

Vijay

Dr Vijay Gaikwad

Vishwakarma Institute of Technology, Pune

Scholarly Work

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Scholarly Publications

Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset

Open Access
Article
Automated Software Engineering. Year: 2021. Volume: 28 , Issue: 2 .
Authors: Goyal S.
DOI 10.1007/s10515-021-00285-y
15 18

Software fault prediction using lion optimization algorithm

Open Access
Article
International Journal of Information Technology. Year: 2021. Volume: 13 , Issue: 6 , Pages: 2185-2190 .
Authors: Goyal S.;Bhatia P.K.
DOI 10.1007/s41870-021-00804-w
14 19

Cloud-Assisted IoT-Enabled Smoke Monitoring System (e-Nose) Using Machine Learning Techniques

Open Access
Conference Paper
Year: 2020. Volume: 141 , Pages: 743-754 .
Authors: Goyal S.;Bhatia P.;Parashar A.
DOI 10.1007/978-981-13-8406-6_70
3 2

Feature Selection Technique for Effective Software Effort Estimation Using Multi-Layer Perceptrons

Open Access
Conference Paper
Year: 2020. Volume: 605 , Pages: 183-194 .
Authors: Goyal S.;Bhatia P.
DOI 10.1007/978-3-030-30577-2_15
23 25

Comparison of machine learning techniques for software quality prediction

Open Access
Article
Year: 2020. Volume: 11 , Issue: 2 , Pages: 20-40 .
Authors: Goyal S.
DOI 10.4018/IJKSS.2020040102
21 18

Heterogeneous stacked ensemble classifier for software defect prediction

Open Access
Conference Paper
Year: 2020. Pages: 126-130 .
Authors: Somya Goyal .,
DOI 10.1109/PDGC50313.2020.9315754
17

A Non-Linear Technique for Effective Software Effort Estimation using Multi-Layer Perceptrons

Open Access
Conference Paper
Year: 2019. Pages: 1-4 .
Authors: Goyal S.;Bhatia P.K.
DOI 10.1109/COMITCon.2019.8862256
21 17

Big Data Analysis Using Machine Learning Approach to Compute Data

Open Access
Article
Year: 2018. Volume: 29 , Pages: 133-160 .
Authors: Parashar A.;Parashar A.;Goyal S.
DOI 10.3233/978-1-61499-814-3-133
1