Souparno Ghosh

发表

Copula Based Hierarchical Bayesian Models

Souparno Ghosh, 2010 .

Recursive model for dose-time responses in pharmacological studies

Ranadip Pal, Souparno Ghosh, Saugato Rahman Dhruba, 2019, BMC Bioinformatics.

Representation of features as images with neighborhood dependencies for compatibility with convolutional neural networks

Ranadip Pal, Souparno Ghosh, Omid Bazgir, 2020, Nature communications.

Dimensionality Reduction based Transfer Learning applied to Pharmacogenomics Databases

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Sequential feature selection and inference using multi‐variate random forests

Ranadip Pal, Souparno Ghosh, Raziur Rahman, 2018, Bioinform..

Adaptive Multi-task Elastic Net based feature selection from Pharmacogenomics Databases

Ranadip Pal, Souparno Ghosh, Raziur Rahman, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Investigation of model stacking for drug sensitivity prediction

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2017, BMC Bioinformatics.

Functional random forest with applications in dose-response predictions

Ranadip Pal, Souparno Ghosh, Saugato Rahman Dhruba, 2019, Scientific Reports.

Probabilistic modeling of personalized drug combinations from integrated chemical screen and molecular data in sarcoma

Ranadip Pal, Carol J. Bult, Charles Keller, 2018, BMC Cancer.

Evaluating the consistency of large-scale pharmacogenomic studies

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2019, Briefings Bioinform..

Social media data and post-disaster recovery

Guofeng Cao, Ali Nejat, Fang Jin, 2019, Int. J. Inf. Manag..

Active Shooter Detection in Multiple-Person Scenario Using RF-Based Machine Vision

Yiran Li, Changzhi Li, Ranadip Pal, 2021, IEEE Sensors Journal.

Investigation of model stacking for drug sensitivity prediction

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2018, BMC Bioinformatics.

Application of transfer learning for cancer drug sensitivity prediction

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2018, BMC Bioinformatics.

Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction pdf

Ranadip Pal, Souparno Ghosh, Omid Bazgir, 2020, ArXiv.

Sstack: an R package for stacking with applications to scenarios involving sequential addition of samples and features

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2019, Bioinform..

S1: Supplementary Information for Article: A copula based S1: Supplementary Information for Article: A copula based approach for design of multivariate random forests for drug approach for design of multivariate random forests for drug sensitivity prediction sensitivity prediction

Ranadip Pal, Souparno Ghosh, Saad Haider, 2015 .

Heterogeneity Aware Random Forest for Drug Sensitivity Prediction

Ranadip Pal, Kevin Matlock, Souparno Ghosh, 2017, Scientific Reports.

Design of Probabilistic Random Forests with Applications to Anticancer Drug Sensitivity Prediction

Ranadip Pal, Souparno Ghosh, Saad Haider, 2015, Cancer informatics.

Recursive Model for Dose-time Responses in Pharmacological Studies

Ranadip Pal, Souparno Ghosh, Saugato Rahman Dhruba, 2018, BCB.

Additional file 1 of Recursive model for dose-time responses in pharmacological studies

Ranadip Pal, Souparno Ghosh, Saugato Rahman Dhruba, 2019 .

Robust Predictive Model Using Copulas

Souparno Ghosh, Priyanka Khandelwal, Quan Hoang, 2019, Data-Enabled Discovery and Applications.

REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks pdf

Ranadip Pal, Souparno Ghosh, Omid Bazgir, 2019, ArXiv.

Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction

Ranadip Pal, Souparno Ghosh, Omid Bazgir, 2020, Bioinform..

The k‐ZIG: Flexible Modeling for Zero‐Inflated Counts

Kai Zhu, Souparno Ghosh, Alan E Gelfand, 2012, Biometrics.

Scaling Integral Projection Models for Analyzing Size Demography

Alan E. Gelfand, Souparno Ghosh, James S. Clark, 2013, 1312.7260.

Dual impacts of climate change: forest migration and turnover through life history

Kai Zhu, Souparno Ghosh, Alan E Gelfand, 2014, Global change biology.

Attaching uncertainty to deterministic spatial interpolations

Alan E. Gelfand, Souparno Ghosh, Thomas Mølhave, 2012 .

Process modeling for soil moisture using sensor network data

Paul G. Flikkema, Alan E. Gelfand, Souparno Ghosh, 2014 .