Debarun Bhattacharjya  Debarun Bhattacharjya photo       

contact information

Research Staff Member, Decision Analytics, Cognitive Computing Research
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1658

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Professional Associations

Professional Associations:  Decision Analysis Society  |  INFORMS


2016

Preference models for creative artifacts and systems
Bhattacharjya, D.
In Proceedings of the 7th International Conference on Computational Creativity (ICCC), 2016

A big data approach to computational creativity
Varshney, L. R, Pinel, F., Varshney, K. R., Bhattacharjya, D., Schorgendorfer, A., Chee, Y.-M.
Under revision, 2016


2015

Value of Information in the Earth Sciences
Eidsvik, J., Mukerji, T., Bhattacharjya, D.
Cambridge University Press, 2015

A culinary computational creativity system
Pinel, F., Varshney, L. R., Bhattacharjya, D.
Computational Creativity Research: Towards Creative Machines, pp. 327-346, Atlantis Thinking Machines, Springer, 2015

Track geometry defect rectification based on track deterioration modelling and derailment risk assessment
He, Q., Li, H., Bhattacharjya, D., Parikh, D., Hampapur, A.
Journal of Operational Research Society 66(3), 392-404, 2015


2014

Bayesian interactive decision support for multi-attribute problems with even swaps
Bhattacharjya, D., Kephart, J. O.
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 72-81, AUAI Press, 2014

The value of information in some variations of the stopping problem
Bhattacharjya, D., Deleris, L.
Decision Analysis 11(3), 189-203, 2014

A myopic approach to ordering nodes for parameter elicitation in Bayesian belief networks
Bhattacharjya, D., Deleris, L., Ray B.
IEEE Transactions on Data and Knowledge Engineering 26(5), 1053-1062, 2014


2013

The value of information in portfolio problems with dependent projects
Bhattacharjya, D., Eidsvik, J., Mukerji, T.
Decision Analysis 10(4), 341-351, 2013


2012

Towards effective business process availability management
Akkiraju, R., Bhattacharjya, D., Gupta, S.
Journal of Service Science Research 4(2), 319-351, 2012

From reliability block diagrams to fault tree circuits
Bhattacharjya, D., Deleris, L.
Decision Analysis 9(2), 128-137, 2012

Formulating asymmetric decision problems with decision circuits
Bhattacharjya, D., Shachter, R
Decision Analysis 9(2), 138-145, 2012


2011

Towards effective business process availability management
Akkiraju, R., Bhattacharjya, D., Plaskon, J., Jennings, D.
Proceedings of Service Research & Innovation Institute (SRII) Global Conference, 2011

The Growth and Performance Diagnostics Initiative: A multi-dimensional framework for sales performance analysis and management
Singh, M., Bhattacharjya, D., Deleris, L., Katz-Rogozhnikov, D., Squillante, M., Ray, B., Mojsilo-vic, A., O Barrera, C., Richard, J., Kakrania, D., Saha, A., Fu, J.
Service Science 3(1), 82-98, 2011


2010

Solving influence diagrams: Exact algorithms
Shachter, R., Bhattacharjya, D.
Encyclopedia for Operations Research and Management Science (EORMS), Wiley Publishing, 2010

Three new sensitivity analysis methods for influence diagrams
Bhattacharjya, D., Shachter, R
Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 56-64, AUAI Press, 2010

Dynamic programming in influence diagrams with decision circuits
Shachter, R., Bhattacharjya, D.
Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 509-516, AUAI Press, 2010

The value of information in spatial decision making
Bhattacharjya, D., Eidsvik, J., Mukerji, T.
Mathematical Geosciences 42(2), 141-163, 2010


2008

Sensitivity analysis in decision circuits
Bhattacharjya, D., Shachter, R.
Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 34-42, AUAI Press, 2008

Decision circuits: A graphical representation for efficient decision analysis computation
Bhattacharjya, D.
Stanford University, 2008
Ph.D dissertation

Value of information of seismic AVO and CSEM resistivity
Eidsvik, J., Bhattacharjya, D., and Mukerji, T.
Geophysics 73(4), R59-R69, 2008

How can economic schemes curtail the increasing sex ratio at birth in China?
Bhattacharjya, D., Sudarshan, A., Tuljapurkar, S., Shachter, R., Feldman, M.
Demographic Review 19(54), 1831-1850, 2008


2007

Estimating the value of information in spatial decision making for reservoir development
Eidsvik, J., Bhattacharjya, D., Mukerji, T.
Society of Exploration Geophysicists Abstracts, pp. 1367-1371, 2007

Evaluating influence diagrams with decision circuits
Bhattacharjya, D., Shachter, R.
Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence (UAI), pp. 9-16, AUAI Press, 2007


2006

Optimal frequency of time-lapse seismic monitoring in geologic CO2 sequestration
Bhattacharjya, D., Mukerji, T., Weyant, J.
Society of Exploration Geophysicists Abstracts, pp. 3230-3234, 2006

Baby-booming India
Sudarshan, A., Tuljapurkar, S., Bhattacharjya, D.
HIMAL South-Asian 19(5), 2006

Using influence diagrams to analyze decisions in 4D seismic reservoir monitoring
Bhattacharjya, D., Mukerji, T.
The Leading Edge 25(10), 1236-1239, 2006