NICHALIN SUMMERFIELD
ASSISTANT PROFESSOR


Publications
  1. Nasir, M., Summerfield, N., Simsek, S., Oztekin, A. (2024). An Interpretable Machine Learning Methodology to Generate Interaction Effect Hypotheses from Complex Datasets. Decision Sciences.

  2. Ahmed, A., Deokar, A., Lee, H. C. B., Summerfield, N. (2024). The role of commitment in online reputation systems: An empirical study of express delivery promise in an e-commerce platform. Decision Support Systems, 176, 114061.

  3. Nasir, M., Summerfield, N., Carreiro, S., Berlowitz, D., Oztekin, A. (2024). A Machine Learning Approach for Diagnostic and Prognostic Predictions, Key Risk Factors & Interactions. Health Services and Outcomes Research Methodology.

  4. Nasir, M., Summerfield, N., Oztekin, A., Knight, M., Ackerson, L. K., Carreiro, S. (2021). Machine Learning-based Outcome Prediction and Novel Hypotheses Generation for Substance Use Disorder Treatment. Journal of the American Medical Informatics Association. May, 2024

  5. Summerfield, N., Deokar, A., Xu, M., Zhu, W. (2021). Should drivers cooperate? Performance evaluation of cooperative navigation on simulated road networks using network DEA. Journal of the Operational Research Society, 72(5), 1042-1057.

  6. Nasir, M., Summerfield, N., Dag, A., Oztekin, A. (2020). A Service Analytic Approach to Studying Patient No-Shows. Service Business, 14(2), 287–313.

  7. Summerfield, N. S., Dror, M., Cohen, M. A. (2015). City streets parking enforcement inspection decisions: The Chinese postman’s perspective. European Journal of Operational Research, 242(1), 149-160.

  8. Summerfield, N. S., Dror, M. (2013). Biform game: Reflection as a stochastic programming problem. International Journal of Production Economics, 142(1), 124-129.

  9. Summerfield, N. S., Dror, M. (2012). Stochastic programming for decentralized newsvendor with transshipment. International Journal of Production Economics, 137(2), 292-303.

  10. Suakkaphong, N., Dror, M. (2011). Managing decentralized inventory and transshipment. TOP - Journal of the Spanish Society of Statistics and Operations Research, 19(2), 480-506.

  11. Suakkaphong, N., Zhang, Z., Chen, H. (2011). Disease named entity recognition using semisupervised learning and conditional random fields. Journal of the American Society for Information Science and Technology, 62(4), 727-737.

  12. Netcharussaeng, N., Suakkaphong, N., Tungthangthum, A., Chintrakulchai, P. (1999). Database for Student Registration System At SIIT. Thammasat International Journal of Science and Technology, 4(1), 19-26.

On-going research collaborations