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Shikha Gupta

University of DelhiIN
ORCID0000-0002-0121-572X
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24

via OpenAlex

Citations
1,806

via OpenAlex

Publications
128

About

Shikha Gupta is an academic researcher at the University of Delhi. Her research focus lies in predicting various chemical properties and toxicities using quantitative structure-activity relationship (QSAR) modeling approaches. With a span of 52 publications between 2013 and 2017, Gupta's work explores topics such as intestinal absorption, carcinogenicity, toxicity, and reactivity.

Research areas

  • Computer science
  • Machine learning
  • Artificial intelligence
  • Biology
  • Mathematics

Publications (128)

Sorted by most cited.

  1. Nanoindentation of polydimethylsiloxane elastomers: Effect of crosslinking, work of adhesion, and fluid environment on elastic modulus

    2005

    View DOI
    232 cites

  2. Nano-QSAR modeling for predicting biological activity of diverse nanomaterials

    2014

    View DOI
    148 cites

  3. Adhesive forces significantly affect elastic modulus determination of soft polymeric materials in nanoindentation

    2006

    View DOI
    115 cites

  4. Multispecies QSAR Modeling for Predicting the Aquatic Toxicity of Diverse Organic Chemicals for Regulatory Toxicology

    2014

    View DOI
    71 cites

  5. Predicting human intestinal absorption of diverse chemicals using ensemble learning based QSAR modeling approaches

    2016

    View DOI
    58 cites

  6. A fiber reinforced poroelastic model of nanoindentation of porcine costal cartilage: A combined experimental and finite element approach

    2008

    View DOI
    57 cites

  7. Predicting carcinogenicity of diverse chemicals using probabilistic neural network modeling approaches

    2013

    View DOI
    55 cites

  8. Predicting Toxicities of Diverse Chemical Pesticides in Multiple Avian Species Using Tree-Based QSAR Approaches for Regulatory Purposes

    2015

    View DOI
    53 cites

  9. QSTR Modeling for Qualitative and Quantitative Toxicity Predictions of Diverse Chemical Pesticides in Honey Bee for Regulatory Purposes

    2014

    View DOI
    41 cites

  10. Multi-target QSTR modeling for simultaneous prediction of multiple toxicity endpoints of nano-metal oxides

    2017

    View DOI
    38 cites

  11. Modeling the toxicity of chemical pesticides in multiple test species using local and global QSTR approaches

    2015

    View DOI
    37 cites

  12. Predicting aquatic toxicities of chemical pesticides in multiple test species using nonlinear QSTR modeling approaches

    2015

    View DOI
    37 cites

  13. Predicting acetyl cholinesterase enzyme inhibition potential of ionic liquids using machine learning approaches: An aid to green chemicals designing

    2015

    View DOI
    37 cites

  14. QSAR modeling for predicting reproductive toxicity of chemicals in rats for regulatory purposes

    2016

    View DOI
    29 cites

  15. In silico prediction of toxicity of non-congeneric industrial chemicals using ensemble learning based modeling approaches

    2014

    View DOI
    29 cites

  16. Erratum: “Nanoindentation of polydimethylsiloxane elastomers: Effect of crosslinking, work of adhesion,and fluid environment on elastic modulus” [J. Mater.Res. 20, 2820 (2005)]

    2006

    View DOI
    28 cites

  17. Parallel quantum-inspired evolutionary algorithms for community detection in social networks

    Applied Soft Computing Journal1970journal article

    View DOI
    28 cites

  18. Modeling the reactivities of hydroxyl radical and ozone towards atmospheric organic chemicals using quantitative structure-reactivity relationship approaches

    2016

    View DOI
    27 cites

  19. An automated tool for analyzing Petri nets using Spin

    2001

    View DOI
    27 cites

  20. Software maintainability prediction using an enhanced random forest algorithm

    2020

    View DOI
    26 cites

  21. In silico prediction of cellular permeability of diverse chemicals using qualitative and quantitative SAR modeling approaches

    2014

    View DOI
    26 cites

  22. Multi-target QSPR modeling for simultaneous prediction of multiple gas-phase kinetic rate constants of diverse chemicals

    2017

    View DOI
    25 cites

  23. QSAR modeling for predicting mutagenic toxicity of diverse chemicals for regulatory purposes

    2017

    View DOI
    25 cites

  24. Qualitative and quantitative structure–activity relationship modelling for predicting blood-brain barrier permeability of structurally diverse chemicals

    2015

    View DOI
    25 cites

  25. Estimating sensory irritation potency of volatile organic chemicals using QSARs based on decision tree methods for regulatory purpose

    2015

    View DOI
    24 cites

  26. Modeling the pH and temperature dependence of aqueousphase hydroxyl radical reaction rate constants of organic micropollutants using QSPR approach

    2017

    View DOI
    23 cites

  27. Modeling uptake of nanoparticles in multiple human cells using structure–activity relationships and intercellular uptake correlations

    2016

    View DOI
    22 cites

  28. Predicting binding affinities of diverse pharmaceutical chemicals to human serum plasma proteins using QSPR modelling approaches

    2016

    View DOI
    21 cites

  29. Predicting toxicities of ionic liquids in multiple test species – an aid in designing green chemicals

    2014

    View DOI
    21 cites

  30. Simulated Soft Tissue Nanoindentation: A Finite Element Study

    2005

    View DOI
    21 cites

  31. Modeling the aqueous phase reactivity of hydroxyl radical towards diverse organic micropollutants: An aid to water decontamination processes

    2017

    View DOI
    20 cites

  32. Nonlinear QSAR modeling for predicting cytotoxicity of ionic liquids in leukemia rat cell line: an aid to green chemicals designing

    2015

    View DOI
    20 cites

  33. The wide range of battery systems: From micro- to structural batteries, from biodegradable to high performance batteries

    2025

    View DOI
    19 cites

  34. Automated Genre Classification of Books Using Machine Learning and Natural Language Processing

    2019

    View DOI
    19 cites

  35. Predicting aquatic toxicities of benzene derivatives in multiple test species using local, global and interspecies QSTR modeling approaches

    2015

    View DOI
    18 cites

  36. A three-tier QSAR modeling strategy for estimating eye irritation potential of diverse chemicals in rabbit for regulatory purposes

    2016

    View DOI
    17 cites

  37. In silico prediction of the developmental toxicity of diverse organic chemicals in rodents for regulatory purposes

    2016

    View DOI
    15 cites

  38. Predicting the acute neurotoxicity of diverse organic solvents using probabilistic neural networks based QSTR modeling approaches

    2015

    View DOI
    15 cites

  39. Room-temperature and temperature-dependent QSRR modelling for predicting the nitrate radical reaction rate constants of organic chemicals using ensemble learning methods

    2016

    View DOI
    14 cites

  40. Predictive modeling: Solubility of C60 and C70 fullerenes in diverse solvents

    2018

    View DOI
    13 cites

  41. Citation metrics and evaluation of journals and conferences

    Journal of Information Science1970journal article

    View DOI
    13 cites

  42. Digital assessment: impact on student motivation, peer learning, group dynamics

    Journal of Education and Learning (EduLearn)2024journal article

    View DOI
    12 cites

  43. A precipitation perspective of the Hydrosphere-cryosphere interaction in the Himalaya

    2017

    View DOI
    12 cites

  44. Fracture behavior of isotropically conductive adhesives

    1999

    View DOI
    11 cites

  45. Quantum inspired genetic algorithm for community structure detection in social networks

    GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference1970conference paper

    View DOI
    11 cites

  46. Ensuring Data Security in Databases Using Format Preserving Encryption

    2018

    View DOI
    10 cites

  47. Three-Tier Strategy for Screening High-Energy Molecules Using Structure–Property Relationship Modeling Approaches

    2016

    View DOI
    9 cites

  48. Parameter tuning in quantum-inspired evolutionary algorithms for partitioning complex networks

    GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference1970conference paper

    View DOI
    9 cites

  49. Software maintainability prediction of open source datasets using least squares support vector machines

    2020

    View DOI
    8 cites

  50. Inter-moieties reactivity correlations: an approach to estimate the reactivity endpoints of major atmospheric reactants towards organic chemicals

    2016

    View DOI
    8 cites

  51. Aspherical Femoral Head with Highly Cross-Linked Ultra-High Molecular Weight Polyethylene Surface Cracking

    2007

    View DOI
    8 cites

  52. Document Co-citation Analysis using Concept Lattice

    Engineering, Technology & Applied Science Research2023journal article

    View DOI
    6 cites

  53. An Algorithmic Approach to Machine Learning Techniques for Fraud detection: A Comparative Analysis

    2021

    View DOI
    6 cites

  54. Modelling the water–plant cuticular polymer matrix membrane partitioning of diverse chemicals in multiple plant species using the support vector machine-based QSAR approach

    2018

    View DOI
    6 cites

  55. An Optimized Extreme Learning Machine Algorithm for Improving Software Maintainability Prediction

    2021

    View DOI
    5 cites

  56. Modeling the binding affinity of structurally diverse industrial chemicals to carbon using the artificial intelligence approaches

    2015

    View DOI
    5 cites

  57. Identifying high energy molecules and predicting their detonation potency using chemometric modelling approaches

    2015

    View DOI
    5 cites

  58. MOEA for discovering Pareto-optimal process models: an experimental comparison

    2020

    View DOI
    4 cites

  59. Enhanced Classification of Imbalanced Medical Datasets using Hybrid Data-Level, Cost-Sensitive and Ensemble Methods

    International Research Journal of Multidisciplinary Technovation2024journal article

    View DOI
    3 cites

  60. Deep Learning in Medical Image Classification and Object Detection: a Survey

    International Journal of Image Processing and Pattern Recognition2022journal article

    View DOI
    3 cites

  61. Elucidating the moderating role of personality traits in probing the linkage between digital entrepreneurship characteristics and perceived opportunities

    2022

    View DOI
    3 cites

  62. An Extensive Analysis of Machine Learning Based Boosting Algorithms for Software Maintainability Prediction.

    2021

    View DOI
    3 cites

  63. Solanum violaceum ortega (Solanaceae): A new species for Rajasthan state, India

    2021

    3 cites

  64. DWSA: A Secure Data Warehouse Architecture for Encrypting Data Using AES and OTP Encryption Technique

    2018

    View DOI
    3 cites

  65. Performance Analysis of Alamouti and Orthogonal Space -Time Block Codes In MIMO System under Rayleigh Fading Scenario

    2014

    View DOI
    3 cites

  66. MOEA for discovering Pareto-optimal process models: an experimental comparison

    International Journal of Computational Science and Engineering1970journal article

    View DOI
    3 cites

  67. Object Detection in Adverse Weather Conditions using Machine Learning

    2024

    View DOI
    2 cites

  68. Multiobjective Binary Differential Approach with Parameter Tuning for Discovering Business Process Models: MoD‐ProM

    The Scientific World Journal2024journal article

    View DOI
    2 cites

  69. Social Distance Monitoring and Infection Risk Assessment in COVID-19 Pandemic

    2023

    View DOI
    2 cites

  70. A feature selection strategy for improving software maintainability prediction

    2022

    View DOI
    2 cites

  71. A Binary Differential Evolution Approach to Extract Business Process Models

    2021

    View DOI
    2 cites

  72. MUTUAL LEARNING IN TREE PARITY MACHINES USING CUCKOO SEARCH ALGORITHM FOR SECURE PUBLIC KEY EXCHANGE

    2018

    View DOI
    2 cites

  73. Redefining the Classroom

    Macro-Level Learning through Massive Open Online Courses (MOOCs): Strategies and Predictions for the Future2015book chapter

    View DOI
    2 cites

  74. The impact of the COVID-19 pandemic on the research productivity of K-awardees

    2025

    View DOI
    1 cites

  75. Performance Evaluation of A Lightweight Consensus Protocol for Blockchaini IoT Networks

    2025

    View DOI
    1 cites

  76. Fog Computing Security Concerns in Healthcare Using IoT and Blockchain

    2025

    View DOI
    1 cites

  77. An encryption approach to improve the security and performance of data by integrating AES with a modified OTP technique

    2024

    View DOI
    1 cites

  78. Learner-generated YouTube presentations for formative assessment

    STEM Education2023journal article

    View DOI
    1 cites

  79. The Potential of Blockchain Technology in Socially Responsible Crowdfunding Platforms

    2023

    View DOI
    1 cites

  80. Analysis of Learned Features and Framework for Potato Disease Detection

    2023

    View DOI
    1 cites

  81. Massive Open Online Courses

    Advances in Educational Technologies and Instructional Design2022book chapter

    View DOI
    1 cites

  82. GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs

    2022

    View DOI
    1 cites

  83. Data Mining Techniques and Algorithms in Psychiatric Health: A Systematic Review

    2021

    View DOI
    1 cites

  84. Intrusion Detection System using Outlier Analysis

    2019

    View DOI
    1 cites

  85. Redefining the Classroom

    Online Course Management: Concepts, Methodologies, Tools, and Applications2018book chapter

    View DOI
    1 cites

  86. Scholarship of Trans Disciplinary Learning (TDL) as an Innovative Pedagogy in University System

    2015

    View DOI
    1 cites

  87. Predicting the hazardous dose of industrial chemicals in warm-blooded species using machine learning-based modelling approaches

    2015

    View DOI
    1 cites

  88. Two Mosses (Bryophyta) New to Western Himalaya

    2014

    View DOI
    1 cites

  89. Impact of Denoising using Various Filters on QR Code

    2013

    View DOI
    1 cites

  90. Hybrid algorithm for hand gesture recognition

    2012

    View DOI
    1 cites

  91. Fracture behaviour of isotropically conductive adhesives

    2002

    View DOI
    1 cites

  92. MantaRay-ProM: An efficient process model discovery algorithm

    AI Communications1970journal article

    View DOI
    1 cites

  93. Modified partition integration method for community detection in multidimensional social networks

    Proceedings - International Conference on Natural Computation1970conference paper

    View DOI
    1 cites

  94. GPU-based massively parallel quantum inspired genetic algorithm for detection of communities in complex networks

    GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference1970conference paper

    View DOI
    1 cites

  95. SMART PRINT MANAGEMENT USING PREDICTIVE ANALYTICS

    2025

    View DOI
    0 cites

  96. Deciphering Student Dynamics with Cluster Analysis and Association Rule Mining: An Analysis of Personality, Mental Health, and Academic Performance

    2025

    View DOI
    0 cites

  97. Bibliometric Study of Journals in Public Administration

    Hrvatska i komparativna javna uprava2025journal article

    View DOI
    0 cites

  98. A Review of Unconventional Citation Metrics for Scientific Publications

    Journal of Mathematics Instruction, Social Research and Opinion2025journal article

    View DOI
    0 cites

  99. Conservation, Phytochemical investigations and Medicinal Attributes of Gentiana kurroo Royle: A Review

    2025

    View DOI
    0 cites

  100. A University Admittance Predictor Using Stacked Ensemble Learning

    2025

    View DOI
    0 cites

  101. Exploring Artificial Intelligence PEAS Framework for Enhanced Decision-Making

    Recent Research Reviews Journal2024journal article

    View DOI
    0 cites

  102. Unveiling the Ethical Challenges of Artificial Intelligence

    International Journal of Interdisciplinary and Multidisciplinary Studies (IJIMS)2024journal article

    0 cites

  103. Impact of Antiretroviral Therapy on Anemia, Hepatotoxicity, and Immune Reconstitution Inflammatory Syndrome in HIV-Tuberculosis Co-Infected Patients

    2024

    View DOI
    0 cites

  104. Multi-objective Binary Differential Approach with Parameter Tuning for Discovering Business Process Models: MoD-ProM

    2024

    View DOI
    0 cites

  105. DMRFO-CD: a discrete manta ray foraging inspired optimisation algorithm for community detection in networks

    International Journal of Computational Science and Engineering2024journal article

    View DOI
    0 cites

  106. Clustering in WSN: Techniques and Future Challenges

    2024

    View DOI
    0 cites

  107. Device control with QR code scanning

    2024

    View DOI
    0 cites

  108. Parameter Tuning of Coronavirus Herd Immunity Optimizer for Detection of Communities in Social Networks

    Advances in Artificial Intelligence and Machine Learning2023journal article

    0 cites

  109. Evolutionary technique for high utility sequential pattern mining

    2023

    View DOI
    0 cites

  110. A Comprehensive Survey on Covid-19 Prediction Models

    Vivekananda Journal of Research2022journal article

    0 cites

  111. Some important medicinal plants of Rajasthan, India

    2021

    0 cites

  112. Applications of nanomaterials in catalysis

    2019

    View DOI
    0 cites

  113. In Silico Strategy for Diagnosis of Chronic Kidney Disease

    2016

    View DOI
    0 cites

  114. Fuzzy Page Ranking Scheme in IR System

    2016

    0 cites

  115. Modelling Of Election Algorithm For Coordinator Selection Using NeuroFuzzy Approach In Distributed Computing Environment

    2013

    0 cites

  116. Nanoscale Indentation of Simulated Soft Tissues

    2004

    View DOI
    0 cites

  117. A quantum evolutionary algorithm inspired by manta ray foraging optimisation

    International Journal of Computational Science and Engineering1970journal article

    View DOI
    0 cites

  118. Identification of potential targetable genes in papillary, follicular, and anaplastic thyroid carcinoma using bioinformatics analysis

    Endocrine1970journal article

    View DOI
    0 cites

  119. Multi-objective Binary Differential Approach with Parameter Tuning for Discovering Business Process Models: MoD-ProM

    ArXiv1970journal article

    0 cites

  120. SENTIMENT-AWARE ENHANCEMENTS OF PAGERANK-BASED CITATION METRIC, IMPACT FACTOR, AND H-INDEX FOR RANKING THE AUTHORS OF SCHOLARLY ARTICLES

    Computer Science-agh1970journal article

    View DOI
    0 cites

  121. Using Historical Values and Social Media Sentiments to Predict Bitcoins and Altcoins Prices with Time Series Models - A Comprehensive Survey

    Journal of Engineering Science and Technology Review1970journal article

    0 cites

  122. Massive Open Online Courses: Promoting Intercultural Communication

    Handbook of Research on Teaching Strategies for Culturally and Linguistically Diverse International Students1970book chapter

    0 cites

  123. A binary differential evolution approach to extract business process models

    Soft Computing for Problem Solving1970book chapter

    0 cites

  124. GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs

    International Conference on Big Data Analytics1970conference paper

    0 cites

  125. MOEA for discovering Pareto-optimal process models: an experimental comparison

    International Journal of Computational Science and Engineering1970journal article

    0 cites

  126. Discovering pareto-optimal process models

    Genetic and Evolutionary Computation Conference1970conference paper

    View DOI
    0 cites

  127. Mining Frequent Closed Itemsets for Association Rules

    Handbook of Research on Innovations in Database Technologies and Applications: Current and Future Trends1970book chapter

    0 cites

  128. Mining Frequent Closed Itemsets for Association Rules

    Handbook of Research on Innovations in Database Technologies and Applications1970journal article

    View DOI
    0 cites