Dr HEMLATA JOSHI
MSc, MPhil, PhD
ASSISTANT PROFESSOR
MSc, MPhil, PhD
ASSISTANT PROFESSOR
Articles in Periodicals
| Sl.No. | Title | Name of Periodical | Periodicity | Date |
| 1 | Navigating the Datamaze: Unlocking patterns in the world of data | ANNUAL | 22/09/2025 | |
| 2 | Why Statistics is the Core Pillar of Data Science Success | 3rd edition of departmental magazine INFOSPACE | ANNUAL | 19/09/2024 |
| 3 | The World As A Statistical World | DATA CRUISE", the yearly magazine of the Department of Statistics and Data Science. | ANNUAL | 20/01/2023 |
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Reliability, maintainability and sensitivity analysis of physical processing unit of sewage treatment plant | SN Applied Sciences / 1 / 11 / - | 2523-3963, 2523-3971 | 29-Oct-2019 |
| 2 | On the Quick Estimation of Probability of Recovery from COVID-19 during First Wave of Epidemic in India: a Logistic Regression Approach | Statistics in Transition / 23 / 2 / 185 - 196 | 1234-7655 | 28-Jun-2022 |
| 3 | Lifestyle Diseases Prevalent in Urban Slums of South India | Lecture Notes in Networks and Systems / / 290 / 356 - 365 | 2367-3370 | 27-Aug-2021 |
| 4 | Factors Influencing Online Shopping Behaviour: An Empirical Study of Bangalore | Lecture Notes in Networks and Systems / 290 / / 285 - 294 | 2367-3370 | 27-Aug-2021 |
| 5 | Unpacking the burden of hypertension and diabetes in Karnataka: implications for policy and practice based on NFHS-5 findings | International Journal Of Diabetes In Developing Countries / / / - | 0973-3930 | 13-Sep-2023 |
| 6 | Met and unmet need for contraception: Small area estimation for Rajasthan state of India | Statistics in Transition New Series / / / - | 1234-7655 | 01-Jun-2017 |
| 7 | Taming the Complexity of Distributed Lag Models: A Practical Approach to Multicollinearity, Outliers, and Auto-Correlation in Finance | Lecture Notes in Networks and Systems / 922 / / 237 - 245 | 2367-3370 | 26-Jun-2024 |
| 8 | Enhancing Medical Decision Support Systems with the Two-Parameter Logistic Regression Model | Lecture Notes in Networks and Systems / 922 / / 195 - 202 | 2367-3370 | 26-Jun-2024 |
| 9 | Tracking Sigmoid Regression with Multicollinearity in Phase I: An Approach Incorporating Control Charts | Lecture Notes in Networks and Systems / 1051 / - / 244 - 255 | 2367-3370 | 02-Aug-2024 |
| 10 | Residual-Based Statistical Process Control Charts in the Presence of Multicollinearity: an EWMA Framework with (R K) Estimator | Lecture Notes in Networks and Systems / / / - | 2367-3370 | 12-May-2024 |
| 11 | On the influencing facets of infant mortality in Karnataka: A study based on birth orders | AIP Conference Proceedings / / / - | 0094-243X | 30-Jan-2025 |
| 12 | A study of failure prediction of Indian banks using various machine learning algorithms - An examination of predictive accuracy | AIP Conference Proceedings / / / - | 0094-243X | 30-Jan-2025 |
| 13 | Customer churn behaviour prediction in telecommunication using classification algorithms and modelling | AIP Conference Proceedings / / / - | 0094-243X | 30-Jan-2025 |
| 14 | Optimizing Healthcare Analytics: A Zero-Inflated Poisson Approach to Pediatric Emergency Room Visits | Lecture Notes in Networks and Systems / 1231 / / 138 - 148 | 2367-3370 | 30-May-2025 |
| 15 | Enhancing Education Policy Estimation: A Novel Ridge Fuzzy Regression Approach for Handling Multicollinearity with Fuzzy Input Data | Lecture Notes in Networks and Systems / 1231 / / 149 - 160 | 2367-3370 | 30-May-2025 |
| 16 | Residual-based MEWMA control charts in the presence of multicollinearity | Songklanakarin Journal of Science and Technology / / / 438 - 444 | 0125-3395 | 22-Aug-2025 |
| 17 | Robust Regression Approaches for the Fama–French 5-Factor Model: A Real Data Study | Lecture Notes in Networks and Systems / / / 281 - 289 | 2367-3389 | 03-Jul-2025 |
| 18 | A Novel Ridge Estimator for the Liu-Type Logistic Regression Model and Its Application to Demographic Data from Urban Slums in Karnataka | Lecture Notes in Networks and Systems / / / - | 2367-3370 | 03-Jul-2025 |
| 19 | Dynamics of Socio-economic Factors in Shaping Fertility Rates in Manipur: A Robust Poisson Regression Framework Using NFHS-5 Data | Lecture Notes in Networks and Systems / / / - | 2367-3370 | 24-Aug-2025 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Data Science and Security Proceedings of IDSCS 2021 | HEMLATA JOSHI,ANUBIN BINOY, DR. AYNUR ÜNAL, DR. DONG SEOG HAN, DR. DURGESH KUMAR MISHRA, FATHIMATH SAFNA, JOSEPH VARGHESE, MARIA DAVID, SAMIKSHA SHUKLA | 978-981-16-4486-3 | / |
| 2 | Women in Higher Education and the Journey to Mid-Career: Challenges and Opportunities | JIJU GILLARIOSE,HEMLATA JOSHI, NIMITHA JOHN,HEIDI L. SCHNACKENBERG | 9781668444511 | / |
| 3 | AI and IoT-based intelligent Health Care & Sanitation | HEMLATA JOSHI,DE ALBUQUERQUE, KUMBHKAR, MAKHAN, MAHAVEER SINGH NARUKA, RAJU, CHANDRAKALA G, SAHU, DILLIP NARAYAN, SATYA PRAKASH YADAV,, SHASHANK AWASTHI, SUDHAKAR G., VICTOR HUGO C | 978-981513653-1, 978-981513654-8 | / |
| 4 | Exploring artificial intelligence techniques for diabetic retinopathy detection: A case study | VIJAYALAKSHMI A,HEMLATA JOSHI,ARUL KUMAR NATARAJAN, CELESTINE IWENDI, MOHAMMAD GOUSE GALETY, SARWATH UNNISSA, SHANKAR | 979-836935289-2, 979-836935288-5 | / |
| 5 | Intersection of AI and Business Intelligence in Data-Driven Decision-Making | VIJAYALAKSHMI A,HEMLATA JOSHI,ARUL KUMAR NATARAJAN | 979-836935289-2, 979-836935288-5 | / |
| 6 | Intersection of AI and Business Intelligence in Data-Driven Decision-Making | HEMLATA JOSHI,VIJAYALAKSHMI A,ACHYUT SHANKAR, ARUL KUMAR NATARAJAN, CELESTINE IWENDI, DEEPTHI DAS, GEORGE, SNEHA MARIA, MOHAMMAD GOUSE GALETY | 979-836935289-2, 979-836935288-5 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | ICSADADS-2020 | CONFERENCES | Forecasting and modeling monthly rainfall data in bangaluru, India: An application of time series models | PRESENTER) | Amrita vishwa vidyapeetham, school of engineering, CoimbatoreAmritanagar, Coimbatore | 20/02/2020 |
| 2 | Intellectual Property Rights with Focus on Patents | SEMINARS | PARTICIPANT) | CHRIST (Deemedd to be University), Bangalore | 08/02/2020 | |
| 3 | National level webinar on Statistical inference and its applications | SEMINARS | PARTICIPANT) | St Francis College KormangalaSt Francis College Kormangala Bengaluru | 20/06/2020 | |
| 4 | Webinar on Linear Regression | SEMINARS | PARTICIPANT) | Dr. Shivanand Nautiyal Government post graduate college Karanprayag ChamoliDr. Shivanand Nautiyal Government post graduate college Karanprayag Chamoli | 15/06/2020 | |
| 5 | UGC sponsored Six days National Webinar on Discovering Statistics using R | SEMINARS | PARTICIPANT) | KBN College VijayawadaKBN College Vijayawada | 15/06/2020 | |
| 6 | International Conference on Data Science, Computation and Security (IDSCS 2021) | CONFERENCES | Lifestyle Diseases Prevalent in Urban Slums of South India | PRESENTER) | Department of Data Science, CHRIST (Deemed to be University), Lavasa, Pune | 16/04/2021 |
| 7 | International Conference on Data Science, Computation and Security (IDSCS 2021) | CONFERENCES | Factors Influencing Online Shopping Behaviour: An Empirical Study of Bangalore | PRESENTER) | Department of Data Science, CHRIST (Deemed to be University), Lavasa, Pune | 16/04/2021 |
| 8 | International Conference on Sustainable advanced computing (ICSAC2021) | CONFERENCES | PARTICIPANT) | Department of Computer science and Statistics, CHRIST (Deemed to be University), Bangalore | 05/03/2021 | |
| 9 | Internal Conference on Recent Advances in Material Science and Computational Techniques | CONFERENCES | On the Influencing Facets of Infant Mortality in Karnataka: A Study based on Birth Orders | PRESENTER) | Manipal University JaipurManipal University Jaipur | 30/05/2022 |
| 10 | International Conference on Recent Advances in Material Sciences and Computational Techniques | CONFERENCES | A Study of Faliure Prediction of Indian Banks Using Various Machine Learning Algorithms-An Examination of Predictive Accuracy | PRESENTER) | Manipal University JaipurManipal University Jaipur | 30/05/2022 |
| 11 | RAMSACT-2.0 | CONFERENCES | Consumer Churn Behavious Prediction in Telecommunication using Classification Algorithm and Modelling | PRESENTER) | Manipal University JaipurManipal University Jaipur | 30/05/2022 |
| 12 | One day International Webinar on "Current State of Econometrics and Career Prospects of Young Minds" | SEMINARS | PARTICIPANT) | Central University of RajasthanOnline Platform Central University of Rajasthan | 12/09/2022 | |
| 13 | 42nd World Conference on Applied Sciences, Engineering and Technology | CONFERENCES | Regression Control Charts-A Survey | PRESENTER) | IFERP MalaysiaOnline | 25/11/2022 |
| 14 | A Webinar on "India's 5G Future" | SEMINARS | PARTICIPANT) | IFERPOnline | 15/10/2022 | |
| 15 | AIIB'23 | CONFERENCES | Unbiased Modified Ridge Fuzzy Regression Model | PRESENTER) | Christ university | 30/03/2023 |
| 16 | AIIB'23 | CONFERENCES | For the logistic regression model-an improved two parameter regression estimator | PRESENTER) | Bangalore | 30/03/2023 |
| 17 | XVI Biennial Conference on International Biometric Society-Indian Region(AIIB'23) | CONFERENCES | MODERATOR) | Christ University, Bangalore | 30/03/2023 | |
| 18 | XVI Biennial Conference on International Biometric Society-Indian Region(AIIB'23) | CONFERENCES | MODERATOR) | 30/03/2023 | ||
| 19 | 4th International Conference on Data Science, Computation and Security | CONFERENCES | Enhancing Medical Decision Support Systems with Two-Parameter Logistic Regression Model | PRESENTER) | 02/11/2023 | |
| 20 | 4th International Conference on Data Science, Computation and Security (IDSCS-23) | CONFERENCES | Taming the Complexity of Distributed Lag Models: A Practical Approach to Multicollinearity, Outliers, and Auto-correlation in Finance | PRESENTER) | Online | 02/11/2023 |
| 21 | 4th International Conference on Data Science, Computation and Security (IDSCS-23) | CONFERENCES | PARTICIPANT) | online | 02/11/2023 | |
| 22 | 23rd Intelligent Systems Design and Applications (ISDA?23) | CONFERENCES | Tracking Sigmoid Regression with Multicollinearity in Phase I: An Approach Incorporating Control Charts | PRESENTER) | Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence Auburn, Washington, USA | 11/12/2023 |
| 23 | 14th International Conference on Innovations in Bio-Inspired Computing and Applications held on December 14-15, 2023. | CONFERENCES | Enhancing Education Policy Estimation: A Novel Ridge Fuzzy Regression Approach for Handling Multicollinearity with Fuzzy Input Data | PRESENTER) | Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence Auburn, Washington, USA | 14/12/2023 |
| 24 | 14th Innovations in Bio-Inspired Computing and Applications (IBICA?23) | CONFERENCES | Optimizing Healthcare Analytics: A Zero-Inflated Poisson Approach to Pediatric Emergency Room Visits | PRESENTER) | Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence Auburn, Washington, USA | 14/12/2023 |
| 25 | 5th International Conference on Data Science, Computation and Security (IDSCS-24) | CONFERENCES | Dynamics of Socio-Economic Factors in shaping Fertility Rates in Manipur: A Robust Poisson Regression Framework using NFHS-5 Data | PRESENTER) | online | 07/11/2024 |
| 26 | 5th International Conference on Data Science, Computation and Security (IDSCS-24) | CONFERENCES | Robust Regression Approaches for the Fama-French 5-Factor Model: A Real Data Study | PRESENTER) | 07/11/2024 | |
| 27 | 5th International Conference on Data Science, Computation and Security (IDSCS-24) | CONFERENCES | A Novel Ridge Estimator for the Liu-Type Logistic Regression Model and Its Application to Demographic Data from Urban Slums in Karnataka | PRESENTER) | online | 07/11/2024 |
| 28 | 5th International Conference on Data Science, Computation and Security (IDSCS-24) | CONFERENCES | PARTICIPANT) | online | 07/11/2024 | |
| 29 | 8th International conference on communication and computation technologies | CONFERENCES | Liquidity transmission and traditional vector autoregression? | CO_PRESENTER) | National Forensic Sciences University Goa | 13/02/2026 |
| 30 | International Conference, scientific advances in natural and technological sciences(SAINTS 2026) | CONFERENCES | International Conference, scientific advances in natural and technological sciences(SAINTS 2026) | CHAIR) | CHRIST (Deemed to be University)Christ University | 07/01/2026 |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | . | HARIPRIYA H | Christ University | SUPERVISOR | Ongoing | April 2023 |
| 2 | Performance and Availability optimization of Sewage Treatment Plant by Using RAMD and Soft Computing Techniques | Drishty Goyal | Christ University | CO_SUPERVISOR | Awarded | February 2023 |
| 3 | CONSTRUCTION AND PERFORMANCE EVALUATION OF REGRESSION CONTROL CHARTS IN THE CONTEXT OF MULTICOLLINEARITY | NANCY M | Christ University | SUPERVISOR | Awarded | August 2025 |
| 4 | . | RAJEEVA B S | Christ University | SUPERVISOR | Ongoing | April 2025 |
| 5 | . | NAGAVARAPU SINDHUJA | Christ University | SUPERVISOR | Ongoing | September 2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Assessing the Knowledge, Attitudes, and Practices of Maternal Health Providers Regarding Anaemia Prevention and Treatment in Bangalore | HEMLATA JOSHI | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Interdisciplinary Refresher Course on Research, Writing, and Analysis | UGC and Malaviya Mission Teacher Training Center, INDIAN INSTITUTE OF TECHNOLOGY (ISM) DHANBAD, | Participant | 11/11/2024 | |
| 2 | Advanced Statistical Techniques for Academic Excellence in Data Analytics | Department of Statistics and Data Science and Dept of Computer Science,Yashwanthpur Campus,Christ University, | National | Participant | 22/10/2024 |
| 3 | FDP on Mastering Innovative Online Course Development | Centre for Digital Learning in collaboration with Centre for Concept Design, CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 11/03/2024 |
| 4 | e training program on ?Scaffolding Adult Learning Through Learner-Centered Approach? | Teaching Learning Enhancement Cell (TLEC), CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 28/02/2024 |
| 5 | training program on Scaffolding Adult Learning Through Learner-Centered Approach | Teaching Learning Enhancement Cell (TLEC), CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 28/02/2024 |
| 6 | Faculty Development Program on Curriculum Design and Revision with specific focus on OBE | Christ University, | Institutional | Participant | 05/12/2022 |
| 7 | A Project on "Create a promotional video using Canva" | Coursera, | International | Participant | 20/11/2022 |
| 8 | Faculty Development Program on Research Project Proposal Writing | Research Cell, Dept of Statistics and Data Science, Christ University, | Institutional | Participant | 18/11/2022 |
| 9 | One Day International Webinar on "Current State of Econometrics and Career Prospects of Young Minds" | Department of Statistics, Central University of Rajasthan, in association with Research club, Department of Statistics, | International | Participant | 12/09/2022 |
| 10 | Faculty Development Program on Research Innovation and IPR | Research Cell, Dept of Statistics and Data Science, Christ University, | Institutional | Participant | 25/08/2022 |
| 11 | FDP-I | Centre for Education Beyond Curriculum(CEDBEC) and Internal Quality Assurance Cell (IQAC), | Institutional | Participant | 06/07/2022 |
| 12 | Refresher Training Program | Central Coffee Research Institute Karnataka, | National | Participant | 13/06/2022 |
| 13 | FDP on Data Visualization using Tableau | Department of Statistics CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 12/07/2021 |
| 14 | National Workshop on Advanced Regression Using R | Department of Science, Christ Academy Institute for advanced Studies , | National | Participant | 29/06/2021 |
| 15 | FDP-1 2021 | CEDBEC and HRDC Christ University, | Institutional | Participant | 16/06/2021 |
| 16 | FDP on Nurturing Academic Leadership-A multidimensional perspective | Christ University, | Institutional | Participant | 26/04/2021 |
| 17 | Statistical Computing using Python | Department of Statistics CHRIST (Deemed to be University), Bangalore, | Institutional | Participant | 12/04/2021 |
| 18 | Five days FDP on "Objective oriented financial planning and investing for individuals" | School of Commerce, Finance, Accountancy, Christ University Delhi-NCR, | National | Participant | 08/02/2021 |
| 19 | Programming Essentials for Mathematics using Python | Department of Mathematics, CHRIST (Deemed to be University), Bangalore, | National | Participant | 09/08/2020 |
| 20 | Developing the SIR model | Imperial college London, | International | Participant | 26/05/2020 |
| 21 | Bayesian Statistics: From Concept to Data Analysis | Santa Cruz, University of California, | International | Participant | 21/05/2020 |
| 22 | Survival Analysis in R for Public Health | Imperial college London, | Institutional | Participant | 20/05/2020 |
| 23 | Survival Analysis in R for Public Health | Imperial college London, | International | Participant | 20/05/2020 |
| 24 | Regression Models | Johns Hopkins University, | International | Participant | 15/05/2020 |
| 25 | Logistic regression in R for Public Health | Johns Hopkins University, | International | Participant | 15/05/2020 |
| 26 | Logistic Regression in R for Public Health | Imperial College London, | International | Participant | 15/05/2020 |
| 27 | Programming for everyone (getting started with Python)) | University of Michigan, | International | Participant | 12/05/2020 |
| 28 | Practical Machine Learning | Johns Hopkins University, | International | Participant | 27/04/2020 |
| 29 | Quality improvement program on Online Teaching | CHRIST (Deemed to be University), Bangalore, | Participant | 22/04/2020 | |
| 30 | R Programming | Johns Hopkins University, | Institutional | Participant | 21/04/2020 |
| 31 | MOOC | Coursera, Johns Hopkins University | International | Participant | 14/04/2020 |
| 32 | The Data Scientist's Toolbox | Johns Hopkins University, | International | Participant | 14/04/2020 |
| 33 | Orientation Program | CHRIST (Deemed to be University), Bangalore, | Participant | 06/01/2020 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Young Researcher Award 2020 | Institute of Scholars-InSc | 25 December 2020 | |
| 2 | Best Research Paper Award | Received the best research paper award in the paper presentation in the international conference on XVi BIENNEAL CONFERENCE OF INTERNATIONAL SOCIETY-INDIAN REGION(AIIB'23 )-Probabilistic Modelling Track , organized by the Department of Statistics and Data Science in collaboration with International Biometric Society-Indian Region | Christ University and IBS | 31 March 2023 |
| 3 | Best Research Paper Award | Received the best research paper award in the paper presentation in the international conference on XVi BIENNEAL CONFERENCE OF INTERNATIONAL SOCIETY-INDIAN REGION(AIIB'23 )-Probabilistic Modelling Track , organized by the Department of Statistics and Data Science in collaboration with International Biometric Society-Indian Region | Christ University and IBS | 31 March 2023 |