Pranjul Yadav

According to our database, Pranjul Yadav authored at least 21 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Addressing Stability in Classifier Explanations.

Siavash Samiei, Nasrin Baratalipour, Pranjul Yadav, Amitabha Roy, Dake He

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Regression via Implicit Models and Optimal Transport Cost Minimization.

Saurav Manchanda, Khoa Doan, Pranjul Yadav, S. Sathiya Keerthi

CoRR, 2020

2019

Regression with Conditional GAN.

Karan Aggarwal, Matthieu Kirchmeyer, Pranjul Yadav, S. Sathiya Keerthi, Patrick Gallinari

CoRR, 2019

Domain adaptation in display advertising: an application for partner cold-start.

Karan Aggarwal, Pranjul Yadav, S. Sathiya Keerthi

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Adversarial Factorization Autoencoder for Look-alike Modeling.

Khoa D. Doan, Pranjul Yadav, Chandan K. Reddy

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.

Pranjul Yadav, Michael S. Steinbach, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, György J. Simon

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Targeted display advertising: the case of preferential attachment.

Saurav Manchanda, Pranjul Yadav, Khoa D. Doan, S. Sathiya Keerthi

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Combining Text and Image data for Product Recommendability Modeling.

Mark Capelo, Karan Aggarwal, Pranjul Yadav

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Mining Electronic Health Records (EHRs): A Survey.

Pranjul Yadav, Michael S. Steinbach, Vipin Kumar, György J. Simon

ACM Comput. Surv., 2018

Reacting to Variations in Product Demand: An Application for Conversion Rate (CR) Prediction in Sponsored Search.

Marcelo Tallis, Pranjul Yadav

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Mining Electronic Health Records: A Survey.

Pranjul Yadav, Michael S. Steinbach, Vipin Kumar, György J. Simon

CoRR, 2017

Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure.

Pranjul Yadav, Unmesh Kurup, Mohak Shah

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.

Wonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016

Causal Inference in Observational Data.

Pranjul Yadav, Lisiane Pruinelli, Alexander Hoff, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar, György J. Simon

CoRR, 2016

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.

Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Jakob Johnson, Sanjoy Dey, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra, György J. Simon

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Forensic Style Analysis with Survival Trajectories.

Pranjul Yadav, Michael S. Steinbach, Lisiane Pruinelli, Bonnie L. Westra, Connie Delaney, Vipin Kumar, György J. Simon

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities.

Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Kevin Schiroo, Sanjoy Dey, György J. Simon, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra

Proceedings of the AMIA 2015, 2015

Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach.

Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. Steinbach, György J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra

Proceedings of the AMIA 2015, 2015

2014

Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities.

Lisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra

Proceedings of the AMIA 2014, 2014

2013

Detection of Precursors to Aviation Safety Incidents Due to Human Factors.

Igor Melnyk, Pranjul Yadav, Michael S. Steinbach, Jaideep Srivastava, Vipin Kumar, Arindam Banerjee

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2009

Angular momentum guided motion concatenation.

Hubert P. H. Shum, Taku Komura, Pranjul Yadav

Comput. Animat. Virtual Worlds, 2009