Mahdi Pakdaman Naeini

According to our database, Mahdi Pakdaman Naeini authored at least 14 papers between 2009 and 2018.

Collaborative distances:

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

2018

PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models.

Michael Glueck, Mahdi Pakdaman Naeini, Finale Doshi-Velez, Fanny Chevalier, Azam Khan, Daniel Wigdor, Michael Brudno

IEEE Trans. Vis. Comput. Graph., 2018

Binary classifier calibration using an ensemble of piecewise linear regression models.

Mahdi Pakdaman Naeini, Gregory F. Cooper

Knowl. Inf. Syst., 2018

2017

Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration.

Fattaneh Jabbari, Mahdi Pakdaman Naeini, Gregory F. Cooper

CoRR, 2017

2016

Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation.

Mahdi Pakdaman Naeini, Gregory F. Cooper

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Binary Classifier Calibration Using an Ensemble of Near Isotonic Regression Models.

Mahdi Pakdaman Naeini, Gregory F. Cooper

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Binary Classifier Calibration Using a Bayesian Non-Parametric Approach.

Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Obtaining Well Calibrated Probabilities Using Bayesian Binning.

Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Learning by abstraction: Hierarchical classification model using evidential theoretic approach and Bayesian ensemble model.

Mahdi Pakdaman Naeini, Behzad Moshiri, Babak Nadjar Araabi, Mehdi Sadeghi

Neurocomputing, 2014

Binary Classifier Calibration: Non-parametric approach.

Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht

CoRR, 2014

Binary Classifier Calibration: Bayesian Non-Parametric Approach.

Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht

CoRR, 2014

An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification.

Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2011

Hybrid Intelligent Decision Support System for credit risk assessment.

Hamid Reza Taremian, Mahdi Pakdaman Naeini

Proceedings of the 7th International Conference on Information Assurance and Security, 2011

2010

Stock market value prediction using neural networks.

Mahdi Pakdaman Naeini, Hamid Reza Taremian, Homa Baradaran Hashemi

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

2009

Protein Fold Pattern Recognition Using Bayesian Ensemble of RBF Neural Networks.

Homa Baradaran Hashemi, Azadeh Shakery, Mahdi Pakdaman Naeini

Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009