Mahdi Pakdaman Naeini

15 papers A* 2A 3C 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Binary classifier calibration using an ensemble of piecewise linear regression models. Knowl. Inf. Syst. Mahdi Pakdaman Naeini, Gregory F. Cooper
2018	J	`jnl`	PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models. IEEE Trans. Vis. Comput. Graph. Michael Glueck, Mahdi Pakdaman Naeini, Finale Doshi-Velez, Fanny Chevalier, Azam Khan, Daniel Wigdor, Michael Brudno
2017	J	`jnl`	Obtaining Accurate Probabilistic Causal Inference by Post-Processing Calibration. CoRR Fattaneh Jabbari, Mahdi Pakdaman Naeini, Gregory F. Cooper
2016	A	`conf`	Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation. SDM Mahdi Pakdaman Naeini, Gregory F. Cooper
2016	A*	`conf`	Binary Classifier Calibration Using an Ensemble of Near Isotonic Regression Models. ICDM Mahdi Pakdaman Naeini, Gregory F. Cooper
2015	A	`conf`	Binary Classifier Calibration Using a Bayesian Non-Parametric Approach. SDM Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht
2015	J	`jnl`	Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models. CoRR Mahdi Pakdaman Naeini, Gregory F. Cooper
2015	A*	`conf`	Obtaining Well Calibrated Probabilities Using Bayesian Binning. AAAI Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht
2014	A	`conf`	An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. SDM Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht
2014	J	`jnl`	Binary Classifier Calibration: Bayesian Non-Parametric Approach. CoRR Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht
2014	J	`jnl`	Binary Classifier Calibration: Non-parametric approach. CoRR Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht
2014	J	`jnl`	Learning by abstraction: Hierarchical classification model using evidential theoretic approach and Bayesian ensemble model. Neurocomputing Mahdi Pakdaman Naeini, Behzad Moshiri, Babak Nadjar Araabi, Mehdi Sadeghi
2011	C	`conf`	Hybrid Intelligent Decision Support System for credit risk assessment. IAS Hamid Reza Taremian, Mahdi Pakdaman Naeini
2010	—	`conf`	Stock market value prediction using neural networks. CISIM Mahdi Pakdaman Naeini, Hamid Reza Taremian, Homa Baradaran Hashemi
2009	—	`conf`	Protein Fold Pattern Recognition Using Bayesian Ensemble of RBF Neural Networks. SoCPaR Homa Baradaran Hashemi, Azadeh Shakery, Mahdi Pakdaman Naeini