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Dr. Dhanya M

Assistant Professor (Sr. Gr.), School of Business, Kochi

Qualification: B.Ed., BSc, MBA, MPhil, MSc, Ph.D
m_dhanya@asb.kochi.amrita.edu
ORCID Profile
Google Scholar Profile
Scopus Author ID
Research Interest: Bayesian Inference, Natural Language Processing, Reliability Estimation, Supervised and Unsupervised Algorithms, Time Series Modelling

Bio

Dr. Dhanya Manayath currently serves as an Assistant Professor (Sr. Gr.) at  Amrita School of Business, Kochi. She has more than fifteen years of experience in postgraduate teaching, which includes coordinating and handling various academic and research activities. She has graduated her Master of Science (M. Sc.) in Statistics and also holds a Master’s degree in Business Administration (MBA). She obtained her UGC-NET in Management and M. Phil. in Statistics.

She was awarded her Ph. D. in Statistics on the topic “Estimation of Reliability Measures of Some Heavy Tailed Life Time Distributions” from Mahatma Gandhi University, Kerala, India. She teaches courses which include Business Statistics, Business Analytics, Data Mining, Machine Learning Algorithms, Predictive Modelling, Operations Research, Research Methodology

 

Publications

Journal Article

Year : 2024

A machine learning approach on analysing the sentiments in the adoption of telemedicine application during COVID-19

Cite this Research Publication : M., D. and S., S. (2024), "A machine learning approach on analysing the sentiments in the adoption of telemedicine application during COVID-19", Journal of Science and Technology Policy Management, Vol. 15 No. 4, pp. 725-736. https://doi.org/10.1108/JSTPM-01-2022-0017

Year : 2023

Transforming food systems: a case of Eat Right India Sanju Kaladharan, M. Dhanya, G. Rejikumar

Cite this Research Publication : Kaladharan, S., Dhanya, M. and Rejikumar, G. (2023), "Transforming food systems: a case of Eat Right India", International Journal of Health Governance, Vol. 28 No. 4, pp. 453-465. https://doi.org/10.1108/IJHG-05-2023-0048

Year : 2023

Household Pharmaceutical Disposal Practices in India

Cite this Research Publication : Sanju Kaladharan, Dhanya M, Rejikumar G, " Household Pharmaceutical Disposal Practices in India", HomeISSN (Print) - 0012-9976 | ISSN (Online) - 2349-8846, Vol. 58, Issue No. 11, 18 Mar, 2023

Year : 2021

A Study on the Extension of TAM Model with TPB in the Adoption of Mobile Payment Applications

Cite this Research Publication : Dr. Dhanya Manayath and Dr. Rejikumar G., “A Study on the Extension of TAM Model with TPB in the Adoption of Mobile Payment Applications ”, International Journal of Business Information Systems (Accepted and In Press), 2021.

Publisher : International Journal of Business Information Systems

Year : 2021

Learning to effectively manage your emotions: the impact of Emotional Intelligence (EI) in caring roles

Cite this Research Publication : S. P. Mukundan and Dr. Dhanya Manayath, “Learning to effectively manage your emotions: the impact of Emotional Intelligence (EI) in caring roles”, Development and Learning in Organizations: An International Journal, vol. ahead-of-print, no. ahead-of-print, 2021.

Year : 2020

Networking telemedicine through kiosk: a tripartite approach

Cite this Research Publication : Dr. Dhanya Manayath, .S.R., S., and Sreenivasan, A., “Networking telemedicine through kiosk: a tripartite approach”, International journal of Business Excellence (In Press), 2020.

Publisher : International journal of Business Excellence

Year : 2020

Lean Six Sigma implementation in an OEM: a case-based approach

Cite this Research Publication : R. V Sreedharan, Trehan, R., Dr. Dhanya Manayath, and P, D. A., “Lean Six Sigma implementation in an OEM: a case-based approach”, International Journal of Process Management and Benchmarking (IJPMB), vol. 10, no. 2, pp. 147-176, 2020.

Publisher : IJPMB

Year : 2020

Understanding the role of logistics in humanitarian operations: key findings and analysis from literatures

Cite this Research Publication : Raja Sreedharan V., Kek, V., Dr. Dhanya Manayath, S., A., and P., A., “Understanding the role of logistics in humanitarian operations: key findings and analysis from literatures”, International Journal of Logistics Systems and Management, vol. 36, no. 4, pp. 463-494, 2020.

Publisher : International Journal of Logistics Systems and Management

Year : 2020

Analysis of Soil Parameters for Proper Fertilizer Recommendation to Increase the Productivity of Paddy Field Cultivation

Cite this Research Publication : Dr. Dhanya Manayath, Pai, M. L., and S, S. M., “Analysis of Soil Parameters for Proper Fertilizer Recommendation to Increase the Productivity of Paddy Field Cultivation”, International Journal of Advanced Science and TechnologyIJAST, vol. 29, no. 3, pp. 4681- 4696, 2020.

Publisher : IJAST

Year : 2019

Safety culture app: an innovation in safety performance system at the aviation industry.

Cite this Research Publication : S. Aswathy, Akshay, M. S., Dr. Dhanya Manayath, and Raj, R., “Safety culture app: an innovation in safety performance system at the aviation industry”, International journal of engineering and advanced technology, vol. 9, no. 2, pp. 1214–1216, 2019.

Year : 2018

Stress-Strength Reliability of Power Function Distribution based on Records

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, S., “Stress-Strength Reliability of Power Function Distribution based on Records”, Journal of Statistical Application and Probability, vol. 7, no. 1, pp. 39-48, 2018.

Publisher : Journal of Statistical Application and Probability .

Year : 2018

Agility Assessment of Logistics Services using MCDM Approach

Cite this Research Publication : M. Vidhun and Dr. Dhanya Manayath, “Agility Assessment of Logistics Services using MCDM Approach”, International Journal of Pure and Applied Mathematics, vol. 118, no. 5, pp. 609–614, 2018.

Publisher : International Journal of Pure and Applied Mathematics

Year : 2018

Smart Factories: An Indian Scenario

Cite this Research Publication : N. Elizabeth Vaskenly and Dr. Dhanya Manayath, “Smart Factories: An Indian Scenario”, International Journal of Pure and Applied Mathematics, vol. 118, no. 9, pp. 505–509, 2018.

Publisher : International Journal of Pure and Applied Mathematics

Year : 2018

Lean Six Sigma Implementation in an OEM: A Case Based Approach

Cite this Research Publication : Raja Sreedharan V., R, T., Dr. Dhanya Manayath, and P, A., “Lean Six Sigma Implementation in an OEM: A Case Based Approach”, International Journal of Process Management and Benchmarking (Accepted)., 2018.

Publisher : International Journal of Process Management and Benchmarking (Accepted).

Year : 2015

Quasi Bayesian Estimation of Stress Strength Model for the Power Function Distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand E. S., “Quasi Bayesian Estimation of Stress Strength Model for the Power Function Distribution”, International Journal of Current Research, vol. 7, no. 11, pp. 22921-22927, 2015.

Publisher : International Journal of Current Research

Year : 2014

Semi-Parametric Estimation of Pxy{(X,Y)/X>Y} for the Power Function Distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Semi-Parametric Estimation of Pxy(X,Y)/X>Y for the Power Function Distribution”, International Journal of Engineering, Science and Mathematics, vol. 3, pp. 94-101, 2014.

Publisher : International Journal of Engineering, Science and Mathematics

Year : 2013

A Study on the Conflict Resolution Styles of Generation Y Students in Indian Context

Cite this Research Publication : Mukundan Smarty, Dr. Dhanya Manayath, and Saraswathyamma K. P., “A Study on the Conflict Resolution Styles of Generation Y Students in Indian Context”, International Journal of Global Business, pp. 81-90, 2013.

Publisher : International Journal of Global Business

Conference Paper

Year : 2023

Sustainability Triangle Framework for Digital Health Systems: A Conceptual Model for Sustainable Health Care

Cite this Research Publication : Kaladharan, S., Dhanya, M., Rejikumar, G., Puthanpurayil, J. (2023). Sustainability Triangle Framework for Digital Health Systems: A Conceptual Model for Sustainable Health Care. In: Senjyu, T., So-In, C., Joshi, A. (eds) Smart Trends in Computing and Communications. SmartCom 2023. Lecture Notes in Networks and Systems, vol 650. Springer, Singapore. https://doi.org/10.1007/978-981-99-0838-7_46

Year : 2019

Unfolding Incidence and Burden of Cancers in Kerala: An Exploratory Analysis of Cancer Registry Data

Cite this Research Publication : Dr. Dhanya Manayath, Dr. Viswanathan P. K., and KR, K., “Unfolding Incidence and Burden of Cancers in Kerala: An Exploratory Analysis of Cancer Registry Data ”, in International Conference on Global Health & Medical Tourism , IIM Kozhikode, 2019.

Publisher : International Conference on Global Health & Medical Tourism

Year : 2014

Semi-Parametric Estimation of Pxy(X,Y)/X>Y

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Semi-Parametric Estimation of Pxy(X,Y)/X>Y”, in International Conference on Mathematical Modelling and applications to Industrial Problems, 2014.

Publisher : International Conference on Mathematical Modelling and Applications to Industrial Problems

Year : 2013

Quasi Bayesian Estimation of Stress Strength Model for the Power Functions Distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Quasi Bayesian Estimation of Stress Strength Model for the Power Functions Distribution”, Indian Institute of Management, Bangalore, India., 2013.

Publisher : Indian Institute of Management

Year : 2013

Estimation of P(Y<X) of Power Function Distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Estimation of P(Y

Publisher : Mahatma Gandhi University

Year : 2011

Semi Parametric Estimation Px,y((x,y)/x>y)

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Semi Parametric Estimation Px,y((x,y)/x>y)”, in International Conference held at National Institute of Technology, Calicut, Kerala, India, 2011.

Publisher : National Institute of Technology, Calicut

Year : 2011

Semi Parametric Estimation of Pxy(x,y)/x>y

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Semi Parametric Estimation Px,y((x,y)/x>y)”, in International Conference held at National Institute of Technology, Calicut, Kerala, India, 2011.

Publisher : International Conference held at National Institute of Technology

Year : 2010

Bayes Estimation of Px,Y(X >Y) for the Power function Distribution Based on Records

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Bayes Estimation of Px,Y(X >Y) for the Power function Distribution Based on Records”, in National Seminar on Stochastic Modelling and Analysis, Cochin University of Science and Technology, Kochi, Kerala, India, 2010.

Publisher : Cochin University of Science and Technology

Conference Proceedings

Year : 2014

Estimation of P (y x) of Power Function Distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Estimation of P (y x) of Power Function Distribution”, International Conference on Mathematics and its Applications. Shanga Verlag, Villupuram, pp. 1716-1730, 2014.

Publisher : International Conference on Mathematics and its Applications, Shanga Verlag

Year : 2012

Quasi Bayesian Estimation of Px,y({(x,y)/x >y}) for the Lomax distribution

Cite this Research Publication : Dr. Dhanya Manayath and Jeevanand, E. S., “Quasi Bayesian Estimation of Px,y((x,y)/x >y) for the Lomax distribution”, International Conference On Mathematical Modeling And Applied Soft Computing, vol. 1. Shanga Verlag, pp. 1089-1096, 2012.

Teaching Interest
  • Data Analytics
  • Operations Research
  • Research Methodology

 

Workshops/FDPs
  1. International Workshop on Advanced Data Analysis, from 21st to 27th of January, 2019 organized by Greetings from DDU KAUSHAL Kendra, CUSAT
  2. Faculty Development Program on Machine Learning with Business Applications from May 21 – May 25, 2018 at IIM Bangalore
  3. Faculty Development Program on Predictive Modeling using Python from 22-24 February 2018 at ISI Bangalore
  4. Two day workshop on statistical computing using ‘R’ organized by Maharajas College, Kochi, Kerala, India during October 2013.
  5. Faculty Development Programme titled structural equation modeling organized by Indian Institute of Management, Kozhikode, Kerala, India during August 2013.
  6. Seven day national workshop on recent developments in statistics with special emphasis on computational statistics organized by University of Kerala, Thiruvananthapuram, Kerala, India during March 2013.
  7. All India Council of Technical Education (AICTE) sponsored Faculty Development Programme titled “Teaching Operations Research and its Application” organized by Indian Instiute of Management, Kozhikode, Kerala, India during May 2010
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