Ministry of Education
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Dr Ruchika Malhotra

vidwan id: 67081
Female

Assistant Professor, Department of Computer Science and Engineering
Delhi Technological University

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Expertise

  • Computer Science Software Engineering

Publications

Total Articles 215
Books 0
Proceedings 0

Publications

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Scopus

Citations 3363
h-index 30

CrossRef

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Citations 1220
h-index 19
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Professional Recognition

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Community & Membership

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Bio

Software Engineering, Software Quality Predictive Modeling, Search-based Software Engineering, Machine Learning, Software Quality and Testing

Personal Details

  • Female
  • Assistant Professor , Delhi Technological University
  • Department of Computer Science and Engineering, Delhi Technological University, Shahbad Daulatpur, Main Bawana Road
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Assistant Professor Jul 2010 – Present
Delhi Technological University | Department of Computer Science and Engineering

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Co-Authors (15)

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Ms Anjali Sharma

CSIR-National Physical Laboratory

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Dr Anuradha Chug

Guru Gobind Singh Indraprastha University

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Dr Arunima Jaiswal

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Prof Chitra Singla

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Dr Anu Singh Lather

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VIDUSHI SCIENCES NCR

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Ms Vidushi

Vivekanand Institute of Professional Studies Technical Campus

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Dr Yogesh Singh

Guru Gobind Singh Indraprastha University

Scholarly Work

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Scholarly Publications

Using Ensembles for Class-Imbalance Problem to Predict Maintainability of Open Source Software

Open Access
Article
Year: 2020. Volume: 27 , Issue: 5 .
Authors: Malhotra R.;Lata K.
DOI 10.1142/S0218539320400112
5

Improving Software Maintainability Predictions using Data Oversampling and Hybridized Techniques

Open Access
Conference Paper
Year: 2020.
Authors: Malhotra R.;Lata K.
DOI 10.1109/CEC48606.2020.9185809
4

Exploiting bad-smells and object-oriented characteristics to prioritize classes for refactoring

Open Access
Article
International Journal of System Assurance Engineering and Management. Year: 2020. Volume: 11 , Pages: 133-144 .
Authors: Malhotra R.;Singh P.
DOI 10.1007/s13198-020-01001-x
8

A Systematic Review on Application of Deep Learning Techniques for Software Quality Predictive Modeling

Open Access
Conference Paper
Year: 2020. Pages: 332-337 .
Authors: Malhotra R.;Gupta S.;Singh T.
DOI 10.1109/ComPE49325.2020.9200103
8

Transfer Learning Code Vectorizer based Machine Learning Models for Software Defect Prediction

Open Access
Conference Paper
Year: 2020. Pages: 497-502 .
Authors: Singh R.;Singh J.;Gill M.S.;Malhotra R.;Garima
DOI 10.1109/ComPE49325.2020.9200076
1 7

A Study on Software Defect Prediction using Feature Extraction Techniques

Open Access
Conference Paper
Year: 2020. Pages: 1139-1144 .
Authors: Malhotra R.;Khan K.
DOI 10.1109/ICRITO48877.2020.9197999
4 19

Software Defect Categorization based on Maintenance Effort and Change Impact using Multinomial Naïve Bayes Algorithm

Open Access
Conference Paper
Year: 2020. Pages: 1068-1073 .
Authors: Malhotra R.;Cherukuri M.
DOI 10.1109/ICRITO48877.2020.9198037
2

Application of XGBoost algorithm and deep learning techniques for severity assessment of software defect reports

Open Access
Article
Indian Journal of Computer Science and Engineering. Year: 2020. Volume: 11 , Issue: 3 , Pages: 267-276 .
Authors: Malhotra R.;Chauhan A.
DOI 10.21817/indjcse/2020/v11i3/201103236
2