![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
George C. Runger
Person information
- affiliation: Department of Industrial Engineering, Arizona State University
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i5]Jaejin Lee, Seho Kee, Mani Janakiram, George Runger:
Attention-based Reinforcement Learning for Combinatorial Optimization: Application to Job Shop Scheduling Problem. CoRR abs/2401.16580 (2024) - 2023
- [i4]Upala Junaida Islam, Kamran Paynabar, George Runger, Ashif Sikandar Iquebal:
Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling. CoRR abs/2304.07665 (2023) - 2022
- [j39]Kathleen H. Pine, Margaret M. Hinrichs, Kailey Love, Michael Shafer, George Runger, William Riley:
Addressing Fragmentation of Health Services through Data-Driven Knowledge Co-Production within a Boundary Organization. J. Community Informatics 18(2): 3-26 (2022) - 2021
- [j38]Sangdi Lin
, Bahareh Azarnoush, George C. Runger
:
MTBR: Multi-Target Boosting for Regression. IEEE Trans. Knowl. Data Eng. 33(2): 626-636 (2021) - [c16]Anweysha Bhowmik, Logan Cameron, Julia Ivanova, Stanley Haynes, Ariana Cano, George Runger, Anita C. Murcko:
Latinx Acculturation Scales: Scoping Review and Novel Scale Selection Tool. AMIA 2021 - 2020
- [j37]Nooshin Shomal Zadeh, Sangdi Lin, George C. Runger:
Matched Forest: supervised learning for high-dimensional matched case-control studies. Bioinform. 36(5): 1570-1576 (2020) - [j36]Xin Guan, George Runger, Li Liu:
Dynamic incorporation of prior knowledge from multiple domains in biomarker discovery. BMC Bioinform. 21-S(2): 77 (2020) - [j35]Manuel Ricardo Carlos
, Luis Carlos González-Gurrola, Johan Wahlström
, Graciela Ramírez Alonso
, Fernando Martínez-Reyes
, George Runger
:
How Smartphone Accelerometers Reveal Aggressive Driving Behavior? - The Key is the Representation. IEEE Trans. Intell. Transp. Syst. 21(8): 3377-3387 (2020)
2010 – 2019
- 2019
- [j34]Anh Tuan Bui, Joon-Ku Im, Daniel W. Apley, George C. Runger:
Projection-free kernel principal component analysis for denoising. Neurocomputing 357: 163-176 (2019) - [j33]Mohamed Azmi
, George C. Runger, Abdelaziz Berrado
:
Interpretable regularized class association rules algorithm for classification in a categorical data space. Inf. Sci. 483: 313-331 (2019) - 2018
- [j32]Seho Kee
, Enrique del Castillo
, George Runger:
Query-by-committee improvement with diversity and density in batch active learning. Inf. Sci. 454-455: 401-418 (2018) - [j31]Sangdi Lin
, Bahareh Azarnoush, George C. Runger
:
CRAFTER: A Tree-Ensemble Clustering Algorithm for Static Datasets with Mixed Attributes and High Dimensionality. IEEE Trans. Knowl. Data Eng. 30(9): 1686-1696 (2018) - [j30]Phillip Howard
, Daniel W. Apley, George Runger
:
Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 29(1): 156-166 (2018) - [j29]Sangdi Lin
, George C. Runger
:
GCRNN: Group-Constrained Convolutional Recurrent Neural Network. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4709-4718 (2018) - 2016
- [j28]Mustafa Gökçe Baydogan
, George C. Runger:
Time series representation and similarity based on local autopatterns. Data Min. Knowl. Discov. 30(2): 476-509 (2016) - [j27]Zhenyu Shi, Daniel W. Apley, George C. Runger:
Discovering the Nature of Variation in Nonlinear Profile Data. Technometrics 58(3): 371-382 (2016) - 2015
- [j26]Mustafa Gökçe Baydogan
, George C. Runger:
Learning a symbolic representation for multivariate time series classification. Data Min. Knowl. Discov. 29(2): 400-422 (2015) - 2014
- [j25]Houtao Deng, George C. Runger, Eugene Tuv, Wade Bannister:
CBC: An associative classifier with a small number of rules. Decis. Support Syst. 59: 163-170 (2014) - [j24]Anshuman Sahu, Daniel W. Apley, George C. Runger:
Feature selection for noisy variation patterns using kernel principal component analysis. Knowl. Based Syst. 72: 37-47 (2014) - [j23]Hussam Alshraideh
, George Runger:
Process Monitoring Using Hidden Markov Models. Qual. Reliab. Eng. Int. 30(8): 1379-1387 (2014) - [j22]Houtao Deng, Mustafa Gökçe Baydogan
, George C. Runger:
SMT: Sparse multivariate tree. Stat. Anal. Data Min. 7(1): 53-69 (2014) - 2013
- [j21]Houtao Deng, George C. Runger, Eugene Tuv, Vladimir Martyanov:
A time series forest for classification and feature extraction. Inf. Sci. 239: 142-153 (2013) - [j20]Mustafa Gökçe Baydogan
, George C. Runger, Eugene Tuv:
A Bag-of-Features Framework to Classify Time Series. IEEE Trans. Pattern Anal. Mach. Intell. 35(11): 2796-2802 (2013) - [j19]Houtao Deng, George C. Runger:
Gene selection with guided regularized random forest. Pattern Recognit. 46(12): 3483-3489 (2013) - [i3]Houtao Deng, George C. Runger, Eugene Tuv, Vladimir Martyanov:
A Time Series Forest for Classification and Feature Extraction. CoRR abs/1302.2277 (2013) - 2012
- [j18]Joon-Ku Im, Daniel W. Apley, George C. Runger:
Tangent Hyperplane Kernel Principal Component Analysis for Denoising. IEEE Trans. Neural Networks Learn. Syst. 23(4): 644-656 (2012) - [c15]Houtao Deng, George C. Runger:
Feature selection via regularized trees. IJCNN 2012: 1-8 - [i2]Houtao Deng, George C. Runger:
Feature Selection via Regularized Trees. CoRR abs/1201.1587 (2012) - [i1]Houtao Deng, George C. Runger:
Gene selection with guided regularized random forest. CoRR abs/1209.6425 (2012) - 2011
- [j17]Amit Shinde, George Church, Mani Janakiram, George C. Runger:
Feature extraction and classification models for high-dimensional profile data. Qual. Reliab. Eng. Int. 27(7): 885-893 (2011) - [j16]Fang Li, George Church, Mani Janakiram, Howard Gholston, George C. Runger:
Fault detection for batch monitoring and discrete wavelet transforms. Qual. Reliab. Eng. Int. 27(8): 999-1008 (2011) - [c14]Anshuman Sahu, George C. Runger, Daniel W. Apley:
Image denoising with a multi-phase kernel principal component approach and an ensemble version. AIPR 2011: 1-7 - [c13]Saylisse Dávila, George C. Runger, Eugene Tuv:
High-Dimensional Surveillance. ICANN (2) 2011: 245-252 - [c12]Houtao Deng, George C. Runger, Eugene Tuv:
Bias of Importance Measures for Multi-valued Attributes and Solutions. ICANN (2) 2011: 293-300 - [c11]Alexander Borisov, George C. Runger, Eugene Tuv:
Target-aware Anomaly Detection and Diagnosis. ICINCO (1) 2011: 14-23 - [c10]Anirudh Kondaveeti, George C. Runger, Huan Liu, Jeremy Rowe:
Extracting geographic knowledge from sensor intervention data using spatial association rules. ICSDM 2011: 127-130 - [c9]Alexander Borisov, Eugene Tuv, George C. Runger:
Active Batch Learning with Tree Ensembles. Active Learning and Experimental Design @ AISTATS 2011: 59-69 - [p1]Houtao Deng, Saylisse Dávila, George C. Runger, Eugene Tuv:
Learning Markov Blankets for Continuous or Discrete Networks via Feature Selection. Ensembles in Machine Learning Applications 2011: 117-131 - 2010
- [j15]Jing Hu, George C. Runger:
Time-based detection of changes to multivariate patterns. Ann. Oper. Res. 174(1): 67-81 (2010)
2000 – 2009
- 2009
- [j14]Wandaliz Torres-García, Weiwen Zhang
, George C. Runger, Roger H. Johnson, Deirdre R. Meldrum:
Integrative analysis of transcriptomic and proteomic data of Desulfovibrio vulgaris: a non-linear model to predict abundance of undetected proteins. Bioinform. 25(15): 1905-1914 (2009) - [j13]Eugene Tuv, Alexander Borisov, George C. Runger, Kari Torkkola:
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination. J. Mach. Learn. Res. 10: 1341-1366 (2009) - [j12]Hugo C. Garcia, Jesus René Villalobos
, Rong Pan
, George C. Runger:
A Novel Feature Selection Methodology for Automated Inspection Systems. IEEE Trans. Pattern Anal. Mach. Intell. 31(7): 1338-1344 (2009) - [c8]Abdelaziz Berrado
, George C. Runger:
Supervised multivariate discretization in mixed data with Random Forests. AICCSA 2009: 211-217 - [c7]Alexander Borisov, George C. Runger, Eugene Tuv:
Contributor Diagnostics for Anomaly Detection. ICANN (2) 2009: 944-953 - [c6]Alexander Borisov, George C. Runger, Eugene Tuv, Nuttha Lurponglukana-Strand:
Zero-Inflated Boosted Ensembles for Rare Event Counts. IDA 2009: 225-236 - 2007
- [j11]Abdelaziz Berrado
, George C. Runger:
Using metarules to organize and group discovered association rules. Data Min. Knowl. Discov. 14(3): 409-431 (2007) - [c5]Victor Eruhimov, Vladimir Martyanov, Eugene Tuv, George C. Runger:
Change-point detection with supervised learning and feature selection. ICINCO-ICSO 2007: 359-363 - 2006
- [j10]George Runger, Murat Caner Testik, Fugee Tsung
:
Relationships Among Control Charts Used with Feedback Control. Qual. Reliab. Eng. Int. 22(8): 877-887 (2006) - [j9]Hugo C. Garcia, Jesus René Villalobos
, George C. Runger:
An Automated Feature Selection Method for Visual Inspection Systems. IEEE Trans Autom. Sci. Eng. 3(4): 394-406 (2006) - [c4]George C. Runger, Kelly Canter, John Twist, David Rossi, Clifford Kirkham:
X-Ray Powder Diffraction Metrics. BIOCOMP 2006: 352-359 - 2005
- [c3]Jing Hu, George C. Runger, Eugene Tuv:
Contributors to a signal from an artificial contrast. ICINCO 2005: 3-10 - 2004
- [j8]Eugene Tuv, George C. Runger:
Scoring Levels of Categorical Variables with Heterogeneous Data. IEEE Intell. Syst. 19(2): 14-19 (2004) - [j7]Murat Caner Testik, Jeffery K. Cochran, George C. Runger:
Adaptive server staffing in the presence of time-varying arrivals: a feed-forward control approach. J. Oper. Res. Soc. 55(3): 233-239 (2004) - 2003
- [j6]Eugene Tuv, George C. Runger:
Pre-Processing of High-Dimensional Categorical Predictors in Classification Settings. Appl. Artif. Intell. 17(5-6): 419-429 (2003) - [j5]James W. Wisnowski, James R. Simpson, Douglas C. Montgomery, George C. Runger:
Resampling methods for variable selection in robust regression. Comput. Stat. Data Anal. 43(3): 341-355 (2003) - 2001
- [j4]Steven P. Coy, Bruce L. Golden, George C. Runger, Edward A. Wasil:
Using Experimental Design to Find Effective Parameter Settings for Heuristics. J. Heuristics 7(1): 77-97 (2001) - [j3]Nong Ye, Vuong Nguyen, George C. Runger:
Assessment of operation plan performance under uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 31(2): 256-260 (2001) - 2000
- [c2]Nong Ye, Vuong Nguyen, George C. Runger:
Plan performance assessment under uncertainty for command and control. CATA 2000: 354-357
1990 – 1999
- 1998
- [j2]Steven J. Robertson, Bruce L. Golden, George C. Runger, Edward A. Wasil:
Neural network models for initial public offerings. Neurocomputing 18(1-3): 165-182 (1998) - [j1]Steven P. Coy, Bruce L. Golden, George C. Runger, Edward A. Wasil:
See the forest before the trees: fine-tuned learning and its application to the traveling salesman problem. IEEE Trans. Syst. Man Cybern. Part A 28(4): 454-464 (1998) - 1993
- [c1]Yun B. Kim, Thomas R. Willemain, Jorge Haddock, George C. Runger:
The threshold bootstrap: a new approach to simulation output analysis. WSC 1993: 498-502
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:45 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint