Title Dr. First Name Manju Last Name Bala
Designation Associate Professor
Department Department of Computer Science
Email mbala@ip.du.ac.in
Webpage
Phone.no 01147008184
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational Qualifications
Degree/Certification Name Institution Year of Completion
Ph.D. - Doctor of Philosophy JNU. Delhi 2011
M.Phil. J.R.N. Rajasthan Vidyapeeth University 2007
PG Institute of Advanced Studies in Education Deemed University Gandhi Vidya Mandir, Sardarshahar, Rajasthan 2005
UG Maharishi Dayanand University, Rohtak, Haryana 2001
Teaching Experience (Within Institution)
Designation Duration
Assistant Professor in SeniorScale Presently Working since 29-09-2011 (14 years, 9 months, 6 days)
Assistant Professor Presently Working since 29-09-2007 (18 years, 9 months, 6 days)
Assistant professor in Selection grade since 29.09-2016 Presently Working since 29-09-2016 (9 years, 9 months, 6 days)
Associate Professor Presently Working since 16-10-2020 (5 years, 8 months, 19 days)
Research Supervision Overview
PhD Scholars Supervised PhD Degrees Awarded Theses Submitted
5 3 0
Research Publications
Title of Article Type of Publication Name of Journal ISSN Journal Volume Year Link to Article DOI (Digital Object Identifier)
FuzzyBandit An Autonomous Personalized Model Based on Contextual Multi Arm Bandits Using Explainable AI Research Papers in Scopus Listed Journals Defence Science Journal 0976-464X 74 2024 https://www.researchgate.net/publication/382964390_FuzzyBandit_An_Autonomous_Personalized_Model_Based_on_Contextual_Multi_Arm_Bandits_Using_Explainable_AI
Extractive text summarization for biomedical transcripts using deep dense LSTM‐CNN framework Research Papers in Scopus Listed Journals Expert Systems 1468-0394 41 2023 https://onlinelibrary.wiley.com/doi/abs/10.1111/exsy.13490 13490
Extractive summarization using concept‐space and keyword phrase Research Papers in Scopus Listed Journals Expert Systems 1468-0394 39 2022 https://onlinelibrary.wiley.com/doi/abs/10.1111/exsy.13110
New failure rate model for iterative software development life cycle process Research Papers in Web of Science Listed Journals Automated Software Engineering 28 2021 https://link.springer.com/article/10.1007/s10515-021-00288-9#citeas
A parallel military-dog-based algorithm for clustering big data in cognitive industrial internet of things Research Papers in Scopus Listed Journals IEEE Transactions on Industrial Informatics 1941-0050 17 2020 https://ieeexplore.ieee.org/abstract/document/9096599
Simulation and Performance Analysis of Tilted Time Window and Support Vector Machine Based Learning Object Ranking Method Research Papers in Scopus Listed Journals Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering) 2352-0965 13 2020 https://www.ingentaconnect.com/content/ben/raeeng/2020/00000013/00000002/art00006
Reliability analysis and modeling of green computing based software systems Research Papers in Scopus Listed Journals Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science) 2666-2566 14 2020 https://www.ingentaconnect.com/content/ben/rascs/2021/00000014/00000004/art00011#expand/collapse
An ecological space based hybrid swarm-evolutionary algorithm for software reliability model parameter estimation Research Papers in Scopus Listed Journals International Journal of System Assurance Engineering and Management 0976-4348 11 2019 https://link.springer.com/article/10.1007/s13198-019-00926-2#citeas
A quantitative testing effort estimate for reliability assessment of multi release open source software systems Research Papers in Scopus Listed Journals Journal of Computational and Theoretical Nanoscience 1546-1963 16 2019 https://www.ingentaconnect.com/contentone/asp/jctn/2019/00000016/00000012/art00030
Military dog based optimizer and its application to fake review Research Papers in Peer Reviewed Journals arXiv preprint arXiv:1909.11890 2019 https://arxiv.org/abs/1909.11890v1
A novel multi-parameter tuned optimizer for information retrieval based on particle swarm optimization Research Papers in Scopus Listed Journals International Journal of Recent Technology and Engineering (IJRTE) 2277-3878 8 2019 https://d1wqtxts1xzle7.cloudfront.net/78578141/C4455098319-libre.pdf?1642064792=&response-content-disposition=inline%3B+filename%3DA_Novel_Multi_Parameter_Tuned_Optimizer.pdf&Expires=1721995675&Signature=Eohco6Eoglz0O9aM1BLVI~ApvFQdoADtGJDDYhDlE-J~4g4ptO~oFEgZ56JLnGTMfa1adI5RfSwAIqY4Ma6-5snPiCfjr3K~pafFkS9Ww4Q2RmOofu-G74s3UMA86NWFfXyKSUkJMANN~qb~K4YkvQzUgHJHQ27JeRg7xla9pYxTqxFIDdZUwZONZ~VI36LeEn9AYywZzOwPjd5684DiGzZc1~Pru7gqGL-Od0nbZ7zqNx6tcXh9RTHSLWU-xg2SdbUeIhpVbAAc-19QewfRK86GhQMjp99eNl-T-FRmkfeGSUpCXjVhgvSaCBDI4fN4GQwbbUqTaoDwYCFs2NVPxg__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
Parallel hybrid bbo search method for twitter sentiment analysis of large scale datasets using mapreduce Research Papers in Web of Science Listed Journals International Journal of Information Security and Privacy (IJISP) 1930-1650 13 2019 https://www.igi-global.com/article/parallel-hybrid-bbo-search-method-for-twitter-sentiment-analysis-of-large-scale-datasets-using-mapreduce/232672
Fake review detection in big data using parallel bbo Research Papers in Scopus Listed Journals International Journal of Information Systems & Management Science 2 2019 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3378499
Comparative analysis of ranking functions for retrieving information from medical repository Research Papers in Scopus Listed Journals Malaysian Journal of Computer Science 0127-9084 32 2018 https://ojie.um.edu.my/index.php/MJCS/article/view/16583
A novel clustering method using enhanced grey wolf optimizer and mapreduce Research Papers in Scopus Listed Journals Big data research 2214-580X 14 2018 https://www.sciencedirect.com/science/article/abs/pii/S2214579618300297
Prioritizing the refactoring need for critical component using combined approach Research Papers in Scopus Listed Journals Decision Science Letters 1929-5812 7 2018 https://growingscience.com/beta/dsl/2656-prioritizing-the-refactoring-need-for-critical-component-using-combined-approach.html
Dynamic frequency based parallel k-bat algorithm for massive data clustering (DFBPKBA) Research Papers in Scopus Listed Journals International Journal of System Assurance Engineering and Management 0976-4348 9 2017 https://link.springer.com/article/10.1007/s13198-017-0665-x
Analysis of code smell to quantify the refactoring Research Papers in Scopus Listed Journals International Journal of System Assurance Engineering and Management 0976-4348 8 2017 https://link.springer.com/article/10.1007/s13198-017-0658-9
An Adaptive Neuro-Fuzzy Model to Predict the Reliability before Testing Phase Research Papers in Scopus Listed Journals INTERNATIONAL JOURNAL OF COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT APPLICATIONS 2150-7988 9 2017 https://cspub-ijcisim.org/index.php/ijcisim/article/view/351/336
Optimal decision tree based multi-class support vector machine Research Papers in Scopus Listed Journals Informatica 1854-3871 35 2011 https://scholar.google.com/citations?view_op=view_citation&hl=en&user=YIdEY7QAAAAJ&pagesize=80&sortby=pubdate&citation_for_view=YIdEY7QAAAAJ:8k81kl-MbHgC
Statistical measures to determine optimal structure of decision tree: One versus one support vector machine Research Papers in Scopus Listed Journals Defence Science Journal 0011748X, 0976464X 60 2010 https://scholar.google.com/citations?view_op=view_citation&hl=en&user=YIdEY7QAAAAJ&pagesize=80&sortby=pubdate&citation_for_view=YIdEY7QAAAAJ:KlAtU1dfN6UC
Non-Journal Publications
Title of Publication Type of Publication Publisher Role ISBN Year Link to Publication Level
A Systematic Review on Web Personalization Recommendation System Full Paper in Conference Proceedings/Other SSRN, Elsevier Co-Author 2024 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4495947 International
Generation of Histopathological Images Caption Using CNN and LSTM Chapters in Books Springer, Singapore. Co-Author 978-981-99-8398-8 2024 https://link.springer.com/chapter/10.1007/978-981-99-8398-8_1 International
Optimized Hybrid Model Framework for Breast Cancer Classification Full Paper in Conference Proceedings/Other IEEE Co-Author 979-8-3503-4483-7 2024 https://ieeexplore.ieee.org/abstract/document/10463295 International
An enhanced hybrid model paradigm for transforming breast cancer prediction Full Paper in Conference Proceedings/Other IEEE Co-Author 979-8-3503-7091-1 2024 https://ieeexplore.ieee.org/abstract/document/10472844 International
Improvement in Validation Score with Loss Function for Breast Cancer Detection Using Deep Learning Full Paper in Conference Proceedings/Other IEEE Co-Author 979-8-3503-0611-8 2024 https://ieeexplore.ieee.org/abstract/document/10425022 International
MLM: Masked Language Modeling Using Deep Learning for Efficient Summarization of Unstructured Data Full Paper in Conference Proceedings/Other IEEE Co-Author 978-981-99-6546-5 2024 https://link.springer.com/chapter/10.1007/978-981-99-6547-2_26 International
A Novel Multi Features Deep Learning Architecture for Breast Cancer Detection Using Loss Function Chapters in Books Springer Nature Singapore Co-Author 978-981-99-3716-5 2023 https://link.springer.com/chapter/10.1007/978-981-99-3716-5_60 International
A Systematic Review on Web Personalization Recommendation System Full Paper in Conference Proceedings/Other Kilby 100: 7th International joint conference on computing sciences Co-Author 2023 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4495947 International
Knowledge Representation and Information Retrieval from Ontologies Chapters in Books Springer Nature Singapore Co-Author 978-981-19-9858-4 2023 https://link.springer.com/chapter/10.1007/978-981-19-9858-4_65#citeas International
Interoperability of Electronic Health Records for Dyslipidemia using Knowledge graphs Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-6654-6263-1 2023 https://ieeexplore.ieee.org/abstract/document/10048874 International
Analysis of Histopathological images: An Overview Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-6654-6883-1 2022 https://ieeexplore.ieee.org/abstract/document/9885368 International
Implementation of quasi-euclidean distance-based similarity model for retrieving information from OHSUMED dataset Full Paper in Conference Proceedings/Other Springer Singapor Co-Author 978-981-15-0751-9 2020 https://link.springer.com/chapter/10.1007/978-981-15-0751-9_61 International
Analysis and Implementation of the Bray–Curtis Distance-Based Similarity Measure for Retrieving Information from the Medical Repository Chapters in Books Springer, Singapore. Co-Author 978-981-13-2354-6 2018 https://link.springer.com/chapter/10.1007/978-981-13-2354-6_14#citeas International
Hybrid feature selection approach using bacterial foraging algorithm guided by Naive Bayes classification Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-5090-3038-5 2017 https://ieeexplore.ieee.org/abstract/document/8204178 International
Contemporary techniques of data mining using Meta heuristic algorithms Text/Reference/Subject Books/Other International Createspace an amazon.com company Author 1979580138 2017 https://www.amazon.com/Contemporary-techniques-mining-Meta-heuristic-algorithms/dp/1979580138 International
Designing ANFIS model to predict the reliability of component-based system Chapters in Books Springer, Singapore Co-Author 2194-5365 2017 https://link.springer.com/chapter/10.1007/978-981-10-5699-4_1 International
Parallel bat algorithm-based clustering using mapreduce Full Paper in Conference Proceedings/Other Springer, Singapore Co-Author 2017 https://link.springer.com/chapter/10.1007/978-981-10-4600-1_7 International
A Decision Tree Approach to Identify the Factors Affecting Reliability for Component-Based System Chapters in Books Springer, Singapore Co-Author 978-981-10-5547-8 2017 https://link.springer.com/chapter/10.1007/978-981-10-5547-8_25#citeas International
Spam Classification: Radix Encoded Fragmented Database Approach Text/Reference/Subject Books/Other ‎ Scholars' Press Author 9783639708004 2015 https://www.amazon.in/Spam-Classification-Fragmented-Database-Approach/dp/3639708008 International
Multiple Classifier Systems Analysis and Design: Hybrid Multi-class SVM Classifiers Text/Reference/Subject Books/Other LAP Lambert Academic Publishing Author ‎ 384841127X 2012 https://www.amazon.in/Multiple-Classifier-Systems-Analysis-Design/dp/384841127X International
Performance Evaluation of Intrusion Detection System Using Optimal Decision Tree SVM Full Paper in Conference Proceedings/Other CSREA Press, United States Co-Author 1-60132-138-4 2010 https://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26052234 International
Kernel Parameter Selection for SVM Classification: AdaBoost Approach Chapters in Books IGI Global Co-Author 9781615207534 2010 https://www.igi-global.com/chapter/strategic-pervasive-computing-applications/41579 International
Evaluation of decision tree SVM framework using different statistical measures Full Paper in Conference Proceedings/Other IEEE Co-Author 978-1-4244-5104-3 2009 https://ieeexplore.ieee.org/abstract/document/5329405 International
Incremental framework for feature selection and Bayesian classification for multivariate normal distribution Full Paper in Conference Proceedings/Other IEEE Co-Author ISBN:978-1-4244-2927-1 2009 https://ieeexplore.ieee.org/abstract/document/4809234 International
Discriminant Function Revisited for Incremental Learning Full Paper in Conference Proceedings/Other IEEE Co-Author 978-0-7695-3476-3 2008 https://ieeexplore.ieee.org/abstract/document/4756103 International
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