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Books and Theses
- 2007
[b1]Chao Sima:
Small sample feature selection. Texas A&M University, College Station, USA, 2007
Journal Articles
- 2022
- [j18]Radhika Saraf
, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner, Tasha Miller, Heather M. Wilson-Robles:
In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines. IEEE ACM Trans. Comput. Biol. Bioinform. 19(3): 1683-1693 (2022) - 2020
- [j17]Rajan Kapoor, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner:
A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 459-468 (2020) - [j16]Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner:
In Silico Design and Experimental Validation of Combination Therapy for Pancreatic Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 1010-1018 (2020) - [j15]Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jainping Hua, Rosana Lopes, Michael L. Bittner:
Cryptotanshinone Induces Cell Death in Lung Cancer by Targeting Aberrant Feedback Loops. IEEE J. Biomed. Health Informatics 24(8): 2430-2438 (2020) - 2019
- [j14]Haswanth Vundavilli, Aniruddha Datta, Chao Sima, Jianping Hua, Rosana Lopes, Michael L. Bittner:
Bayesian Inference Identifies Combination Therapeutic Targets in Breast Cancer. IEEE Trans. Biomed. Eng. 66(9): 2684-2692 (2019) - 2018
- [j13]Ashish Katiyar, Anwoy Kumar Mohanty, Jianping Hua, Chao Sima, Rosana Lopes, Aniruddha Datta, Michael L. Bittner:
A Bayesian approach to determine the composition of heterogeneous cancer tissue. BMC Bioinform. 19-S(3): 45-58 (2018) - 2014
- [j12]Thang T. Vu, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Unbiased bootstrap error estimation for linear discriminant analysis. EURASIP J. Bioinform. Syst. Biol. 2014: 15 (2014) - 2013
- [j11]Esmaeil Atashpaz-Gargari, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Relationship between the accuracy of classifier error estimation and complexity of decision boundary. Pattern Recognit. 46(5): 1315-1322 (2013) - 2011
- [j10]Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
High-dimensional bolstered error estimation. Bioinform. 27(21): 3056-3064 (2011) - 2010
- [j9]Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty:
Reporting bias when using real data sets to analyze classification performance. Bioinform. 26(1): 68-76 (2010) - [j8]Blaise Hanczar, Jianping Hua, Chao Sima, John N. Weinstein, Michael L. Bittner, Edward R. Dougherty:
Small-sample precision of ROC-related estimates. Bioinform. 26(6): 822-830 (2010) - 2008
- [j7]Chao Sima, Edward R. Dougherty:
The peaking phenomenon in the presence of feature-selection. Pattern Recognit. Lett. 29(11): 1667-1674 (2008) - 2007
- [j6]Marcel Brun, Chao Sima, Jianping Hua, James Lowey, Brent Carroll, Edward Suh, Edward R. Dougherty:
Model-based evaluation of clustering validation measures. Pattern Recognit. 40(3): 807-824 (2007) - 2006
- [j5]Chao Sima, Edward R. Dougherty:
What should be expected from feature selection in small-sample settings. Bioinform. 22(19): 2430-2436 (2006) - [j4]Chao Sima, Edward R. Dougherty:
Optimal convex error estimators for classification. Pattern Recognit. 39(9): 1763-1780 (2006) - 2005
- [j3]Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Superior feature-set ranking for small samples using bolstered error estimation. Bioinform. 21(7): 1046-1054 (2005) - [j2]Chao Sima, Sanju Attoor, Ulisses M. Braga-Neto, James Lowey, Edward Suh, Edward R. Dougherty:
Impact of error estimation on feature selection. Pattern Recognit. 38(12): 2472-2482 (2005) - [j1]Edward R. Dougherty, Aniruddha Datta, Chao Sima:
Research issues in genomic signal processing. IEEE Signal Process. Mag. 22(6): 46-68 (2005)
Conference and Workshop Papers
- 2019
- [c6]Zhixiong Shi, Shuxin Tian, Chao Sima, Kunpeng Li, Pengchen Nie, Ran Chen, Xiangjing Su, Shurong Wei, Yang Fu:
Trend Predicting of Distribution Network Operation States Based on PMU. ISIE 2019: 2615-2620 - 2017
- [c5]Ashish Katiyar, Anwoy Kumar Mohanty, Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner:
A Bayesian Approach to Determine the Composition of Heterogeneous Cancer Tissue. BCB 2017: 773-774 - 2016
- [c4]Chao Sima, Jianping Hua, Rosana Lopes, Aniruddha Datta, Michael L. Bittner:
Detecting Cell Growth and Drug Response in Heterogeneous Populations: A Dynamic Imaging Approach. BIBE 2016: 121-128 - 2011
- [c3]Esmaeil Atashpaz-Gargari, Chao Sima, Ulisses M. Braga-Neto, Edward R. Dougherty:
Relationship between the accuracy of classifier error estimation and distribution complexity. GENSiPS 2011: 147-149 - 2010
- [c2]Mohammadmahdi R. Yousefi, Jianping Hua, Chao Sima, Edward R. Dougherty:
Effects of partial reporting of classification results. GENSiPS 2010: 1-4 - 2009
- [c1]Chao Sima, Thang T. Vu, Ulisses M. Braga-Neto, Edward R. Dougherty:
Bolstered error estimator with feature selection. GENSiPS 2009: 1-2
Coauthor Index
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