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ORCIDPeter A. Beling
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- affiliation: University of Virginia, Charlottesville, VA, USA
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2020 – today
- 2025
[j43]Anli du Preez
, Sanmitra Bhattacharya, Peter A. Beling, Edward Bowen:
Fraud detection in healthcare claims using machine learning: A systematic review. Artif. Intell. Medicine 160: 103061 (2025)- 2024
- [c75]Tyler Cody, Peter A. Beling:
Towards a Process Algebra and Operator Theory for Learning System Objects. AGI 2024: 43-52 - [c74]Kiana Jafari Meimandi, Matthew L. Bolton, Peter A. Beling:
Action Over Words: Predicting Human Trust in AI Partners Through Gameplay Behaviors. RO-MAN 2024: 563-568 - [c73]Tyler Cody, Bingtong Li, Peter A. Beling:
On Extending the Automatic Test Markup Language (ATML) for Machine Learning. SysCon 2024: 1-8 - [c72]Anli du Preez, Peter A. Beling, Tyler Cody:
A Systems Theoretic Approach to Online Machine Learning. SysCon 2024: 1-8 - [i24]Tyler Cody, Bingtong Li, Peter A. Beling:
On Extending the Automatic Test Markup Language (ATML) for Machine Learning. CoRR abs/2404.03769 (2024) - [i23]Anli du Preez, Peter A. Beling, Tyler Cody:
A Systems Theoretic Approach to Online Machine Learning. CoRR abs/2404.03775 (2024) - [i22]Zain ul Abdeen, Padmaksha Roy, Ahmad Al-Tawaha, Rouxi Jia, Laura J. Freeman, Peter A. Beling, Chen-Ching Liu, Alberto L. Sangiovanni-Vincentelli, Ming Jin:
Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS. CoRR abs/2405.02989 (2024) - 2023
- [j42]Tyler Cody, Emma Meno, Peter A. Beling, Laura J. Freeman:
Whole Campaign Emulation with Reinforcement Learning for Cyber Test. IEEE Instrum. Meas. Mag. 26(5): 25-30 (2023) - [j41]Tyler Cody, Peter A. Beling:
A Systems Theory of Transfer Learning. IEEE Syst. J. 17(1): 26-37 (2023) - [c71]Tyler Cody, Peter A. Beling:
Cascading Negative Transfer in Networks of Machine Learning Systems. ICAA 2023: 141-148 - [c70]Stephen C. Adams, Tyler Cody, Ramin Salman Roughani, Peter A. Beling:
Transfer Distance and Operating Envelopes to Detect Non-Stationarity in Cyber Environments. ICMLA 2023: 900-907 - [c69]Hoong Yan See Tao, Nicole Hutchison, Megan Clifford, Geoffrey Kerr, Peter A. Beling, Tim Sherburne, Paul Wach, David Long, Craig Arndt, Dinesh Verma, Thomas A. McDermott:
Challenges and Opportunities in the Digital Engineering Simulation Curriculum Development. SysCon 2023: 1-7 - [i21]Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman:
Active Learning with Combinatorial Coverage. CoRR abs/2302.14567 (2023) - [i20]Niloofar Shadab, Tyler Cody, Alejandro Salado, Peter A. Beling:
A Systems-Theoretical Formalization of Closed Systems. CoRR abs/2311.10786 (2023) - 2022
- [j40]Stephen C. Adams, Tyler Cody, Peter A. Beling:
A survey of inverse reinforcement learning. Artif. Intell. Rev. 55(6): 4307-4346 (2022) - [j39]Jianyu Su, Jing Huang, Stephen C. Adams, Qing Chang, Peter A. Beling:
Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems. Expert Syst. Appl. 192: 116323 (2022) - [j38]Alex Langevin, Tyler Cody, Stephen C. Adams, Peter A. Beling:
Generative adversarial networks for data augmentation and transfer in credit card fraud detection. J. Oper. Res. Soc. 73(1): 153-180 (2022) - [j37]Tyler Cody, Stephen C. Adams, Peter A. Beling:
Empirically Measuring Transfer Distance for System Design and Operation. IEEE Syst. J. 16(3): 4962-4973 (2022) - [j36]Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody H. Fleming:
An ontological metamodel for cyber-physical system safety, security, and resilience coengineering. Softw. Syst. Model. 21(1): 113-137 (2022) - [c68]Tyler Cody, Niloofar Shadab, Alejandro Salado, Peter A. Beling:
Core and Periphery as Closed-System Precepts for Engineering General Intelligence. AGI 2022: 209-219 - [c67]Tyler Cody, Stephen C. Adams, Peter A. Beling, Laura J. Freeman:
On Valuing the Impact of Machine Learning Faults to Cyber-Physical Production Systems. COINS 2022: 1-6 - [c66]Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen:
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. DSC 2022: 1-8 - [c65]Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman:
Active Learning with Combinatorial Coverage. ICMLA 2022: 1129-1136 - [c64]Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen:
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. ICMLA 2022: 1350-1357 - [c63]Niloofar Shadab, Tyler Cody, Alejandro Salado, Peter A. Beling:
Closed Systems Paradigm for Intelligent Systems. SysCon 2022: 1-8 - [c62]Hoong Yan See Tao, Nicole Hutchison, Peter A. Beling, Craig Arndt, Mark R. Blackburn, Tim Sherburne, Paul Wach, David Long, Dinesh Verma, Thomas A. McDermott:
Initial Development of a Roadmap for Digital Engineering Simulations Curriculum. SysCon 2022: 1-7 - [c61]Faraz Dadgostari, Samarth Swarup, Stephen C. Adams, Peter A. Beling, Henning S. Mortveit:
Identifying Correlates of Emergent Behaviors in Agent-Based Simulation Models Using Inverse Reinforcement Learning. WSC 2022: 322-333 - [i19]Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen:
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. CoRR abs/2201.12416 (2022) - [i18]Henning S. Mortveit, Stephen C. Adams, Faraz Dadgostari, Samarth Swarup, Peter A. Beling:
BESSIE: A Behavior and Epidemic Simulator for Use With Synthetic Populations. CoRR abs/2203.11414 (2022) - [i17]Tyler Cody, Niloofar Shadab, Alejandro Salado, Peter A. Beling:
Core and Periphery as Closed-System Precepts for Engineering General Intelligence. CoRR abs/2208.02837 (2022) - [i16]Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen:
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. CoRR abs/2211.03027 (2022) - 2021
- [j35]Faraz Dadgostari, Mauricio Guim, Peter A. Beling, Michael A. Livermore, Daniel N. Rockmore:
Correction to: Modeling law search as prediction. Artif. Intell. Law 29(1): 1 (2021) - [j34]Faraz Dadgostari, Mauricio Guim, Peter A. Beling, Michael A. Livermore, Daniel N. Rockmore:
Modeling law search as prediction. Artif. Intell. Law 29(1): 3-34 (2021) - [j33]Cody H. Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz:
Cyberphysical Security Through Resiliency: A Systems-Centric Approach. Computer 54(6): 36-45 (2021) - [j32]Jingwei Huang, Peter A. Beling, Laura J. Freeman, Yong Zeng:
Trustworthy AI for Digital Engineering Transformation. J. Integr. Des. Process. Sci. 25(1): 1-7 (2021) - [c60]Jianyu Su, Stephen C. Adams, Peter A. Beling:
Value-Decomposition Multi-Agent Actor-Critics. AAAI 2021: 11352-11360 - [c59]Cheng Wang, Benjamin D. Bowes, Peter A. Beling, Jonathan L. Goodall:
Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms. EUROCON 2021: 274-279 - [c58]Tyler Cody, Stephen C. Adams, Peter A. Beling:
Trade-offs in Metric Learning for Bearing Fault Diagnosis. ICMLA 2021: 1100-1105 - [c57]Siyu Lin, Peter A. Beling:
An Agent-Based Market Simulator for Back-Testing Deep Reinforcement Learning Based Trade Execution Strategies. ICONIP (3) 2021: 644-653 - [c56]Siyu Lin, Peter A. Beling:
Investigating the Robustness and Generalizability of Deep Reinforcement Learning Based Optimal Trade Execution Systems. SAI (2) 2021: 912-926 - [c55]Stephen C. Adams, Tyler Cody, Peter A. Beling:
Pareto-Optimal Active Learning with Cost. SMC 2021: 1519-1526 - [c54]Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling:
Inverse Reinforcement Learning for Strategy Identification. SMC 2021: 3067-3074 - [i15]Tyler Cody, Stephen C. Adams, Peter A. Beling:
Empirically Measuring Transfer Distance for System Design and Operation. CoRR abs/2107.01184 (2021) - [i14]Tyler Cody, Peter A. Beling:
A Systems Theory of Transfer Learning. CoRR abs/2107.01196 (2021) - [i13]Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling:
Inverse Reinforcement Learning for Strategy Identification. CoRR abs/2108.00293 (2021) - 2020
- [c53]Stephen C. Adams, Tyler Cody, Peter A. Beling, Sherwood Polter, Kevin Farinholt:
Hierarchical Classification for Unknown Faults. ICPHM 2020: 1-8 - [c52]Siyu Lin, Peter A. Beling:
An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization. IJCAI 2020: 4548-4554 - [c51]Cheng Wang, Benjamin D. Bowes, Arash Tavakoli, Stephen C. Adams, Jonathan L. Goodall, Peter A. Beling:
Smart Stormwater Control Systems: A Reinforcement Learning Approach. ISCRAM 2020: 2-13 - [c50]Jianyu Su, Peter A. Beling, Rui Guo, Kyungtae Han:
Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration. ITSC 2020: 1-8 - [c49]Siyu Lin, Peter A. Beling:
A Deep Reinforcement Learning Framework for Optimal Trade Execution. ECML/PKDD (5) 2020: 223-240 - [c48]Alan Wang, Jianyu Su, Arsalan Heydarian, Bradford Campbell, Peter A. Beling:
Is my sensor sleeping, hibernating, or broken?: A data-driven monitoring system for indoor energy harvesting sensors. BuildSys 2020: 210-219 - [c47]Benjamin Choo, Graham Crannell, Stephen C. Adams, Faraz Dadgostari, Peter A. Beling, Ann Bolcavage, Roy McIntyre:
Reinforcement Learning from Simulated Environments: An Encoder Decoder Framework. SpringSim 2020: 1-12 - [c46]Jie Liu, Stephen C. Adams, Peter A. Beling:
An Ensemble Trust Scoring Method for Internet of Things Sensor Networks. WF-IoT 2020: 1-6 - [i12]Jianyu Su, Stephen C. Adams, Peter A. Beling:
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication. CoRR abs/2004.00470 (2020) - [i11]Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody H. Fleming:
An Ontological Metamodel for Cyber-Physical System Safety, Security, and Resilience Coengineering. CoRR abs/2006.05304 (2020) - [i10]Jianyu Su, Stephen C. Adams, Peter A. Beling:
Value-Decomposition Multi-Agent Actor-Critics. CoRR abs/2007.12306 (2020) - [i9]Cody H. Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz:
Cyber-Physical Security Through Resiliency: A Systems-centric Approach. CoRR abs/2011.14469 (2020)
2010 – 2019
- 2019
- [j31]Stephen C. Adams, Peter A. Beling:
A survey of feature selection methods for Gaussian mixture models and hidden Markov models. Artif. Intell. Rev. 52(3): 1739-1779 (2019) - [j30]Xiaomin Lin, Stephen C. Adams, Peter A. Beling:
Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games. J. Artif. Intell. Res. 66: 473-502 (2019) - [j29]Stephen C. Adams, Peter A. Beling, William T. Scherer, Cody H. Fleming, James H. Lambert:
Research Advances with Systems Engineering in Context. Syst. Eng. 22(5): 369 (2019) - [j28]Bryan T. Carter, Stephen C. Adams, Georgios Bakirtzis, Tim Sherburne, Peter A. Beling, Barry M. Horowitz, Cody H. Fleming:
A Preliminary Design-Phase Security Methodology for Cyber-Physical Systems. Syst. 7(2): 21 (2019) - [c45]Maxwell Berman, Stephen C. Adams, Tim Sherburne, Cody H. Fleming, Peter A. Beling:
Active Learning to Improve Static Analysis. ICMLA 2019: 1322-1327 - [c44]Tyler Cody, Stephen C. Adams, Peter A. Beling, Sherwood Polter, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Kennet Castillo, Ryan Meekins:
Transferring Random Samples in Actuator Systems for Binary Damage Detection. ICPHM 2019: 1-7 - [c43]Stephen C. Adams, Peter A. Beling:
Feature Selection for Hidden Markov Models with Discrete Features. IntelliSys (1) 2019: 67-82 - [c42]Tyler Cody, Stephen C. Adams, Peter A. Beling:
A Systems Theoretic Perspective on Transfer Learning. SysCon 2019: 1-7 - [i8]Jianyu Su, Peter A. Beling, Rui Guo, Kyungtae Han:
Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration. CoRR abs/1911.09837 (2019) - 2018
- [j27]William T. Scherer, Stephen C. Adams, Peter A. Beling:
On the Practical Art of State Definitions for Markov Decision Process Construction. IEEE Access 6: 21115-21128 (2018) - [j26]Roy Hayes, Peter A. Beling:
Unsupervised Hierarchical Clustering of Build Orders in a Real-Time Strategy Game. Comput. Games J. 7(1): 5-26 (2018) - [j25]Kamwoo Lee, Sinan Ulkuatam, Peter A. Beling, William T. Scherer:
Generating Synthetic Bitcoin Transactions and Predicting Market Price Movement Via Inverse Reinforcement Learning and Agent-Based Modeling. J. Artif. Soc. Soc. Simul. 21(3) (2018) - [j24]Don J. Rude, Stephen C. Adams, Peter A. Beling:
Task recognition from joint tracking data in an operational manufacturing cell. J. Intell. Manuf. 29(6): 1203-1217 (2018) - [j23]Xiaomin Lin, Peter A. Beling, Randy Cogill:
Multiagent Inverse Reinforcement Learning for Two-Person Zero-Sum Games. IEEE Trans. Games 10(1): 56-68 (2018) - [c41]Stephen C. Adams, Graham Crannell, Ann Bolcavage, Roy McIntyre, Peter A. Beling:
A Condition Monitoring System for Low Vacuum Plasma Spray using Computer Vision. ICPHM 2018: 1-7 - [c40]Stephen C. Adams, Ryan Meekins, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter A. Beling:
One-Class Support Vector Machines for Structural Health Monitoring on Wave Energy Converters. ICPHM 2018: 1-8 - [c39]Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong:
Cost-sensitive Classifier Selection when there is Additional Cost Information. COST@SDM 2018: 17-30 - [c38]Stephen C. Adams, Bryan T. Carter, Cody H. Fleming, Peter A. Beling:
Selecting System Specific Cybersecurity Attack Patterns Using Topic Modeling. TrustCom/BigDataSE 2018: 490-497 - [c37]Yang Wang, Stephen C. Adams, Peter A. Beling, Steven Greenspan, Sridhar Rajagopalan, Maria C. Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown:
Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection. TrustCom/BigDataSE 2018: 1070-1078 - [c36]Stephen C. Adams, Peter A. Beling, Steven Greenspan, Maria C. Velez-Rojas, Serge Mankovski:
Model-Based Trust Assessment for Internet of Things Networks. TrustCom/BigDataSE 2018: 1838-1843 - [i7]Xiaomin Lin, Stephen C. Adams, Peter A. Beling:
Multi-agent Inverse Reinforcement Learning for General-sum Stochastic Games. CoRR abs/1806.09795 (2018) - 2017
- [j22]Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.:
Regulatory capital decisions in the Context of consumer loan portfolios. J. Oper. Res. Soc. 68(7): 847-858 (2017) - [j21]Irwin O. Reyes, Peter A. Beling, Barry M. Horowitz:
Adaptive Multiscale Optimization: Concept and Case Study on Simulated UAV Surveillance Operations. IEEE Syst. J. 11(4): 1947-1958 (2017) - [j20]Michael J. Landau, Peter A. Beling:
Optimal Model-Based 6-D Object Pose Estimation With Structured-Light Depth Sensors. IEEE Trans. Computational Imaging 3(1): 58-73 (2017) - [c35]Stephen C. Adams, Ryan Meekins, Peter A. Beling:
An Empirical Evaluation of Techniques for Feature Selection with Cost. ICDM Workshops 2017: 834-841 - [c34]Benjamin Y. Choo, Stephen C. Adams, Peter A. Beling:
Health-aware hierarchical control for smart manufacturing using reinforcement learning. ICPHM 2017: 40-47 - [c33]Kamwoo Lee, Mark Rucker, William T. Scherer, Peter A. Beling, Matthew S. Gerber, Hyojung Kang:
Agent-based model construction using inverse reinforcement learning. WSC 2017: 1264-1275 - 2016
- [j19]Stephen C. Adams, Peter A. Beling, Randy Cogill:
Feature Selection for Hidden Markov Models and Hidden Semi-Markov Models. IEEE Access 4: 1642-1657 (2016) - [j18]Lu Gao, Kanshukan Rajaratnam, Peter A. Beling:
Loan origination decisions using a multinomial scorecard. Ann. Oper. Res. 243(1-2): 199-210 (2016) - [j17]Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.:
Models of sequential decision making in consumer lending. Decis. Anal. 3: 6 (2016) - [j16]Michael J. Landau, Benjamin Choo, Peter A. Beling:
Simulating Kinect Infrared and Depth Images. IEEE Trans. Cybern. 46(12): 3018-3031 (2016) - [c32]Andrew Todd, Peter A. Beling, William T. Scherer, Steve Y. Yang:
Agent-based financial markets: A review of the methodology and domain. SSCI 2016: 1-5 - 2015
- [j15]Peter A. Beling, William T. Scherer, Chelsea C. White III:
Introduction to feature cluster in memory of Douglas J. White. J. Oper. Res. Soc. 66(10): 1589-1594 (2015) - [c31]Andrew Todd, Peter A. Beling, William T. Scherer:
Agent-Based Model for Order Routing and Financial Market Integration. PAAMS (Special Sessions) 2015: 19-26 - [c30]Andrew Todd, Peter A. Beling, William T. Scherer:
Order Routing and Arbitrage Opportunities in a Multi-Market Trading Simulation. SSCI 2015: 1774-1777 - 2014
- [j14]Benjamin Choo, Michael J. Landau, Michael D. DeVore, Peter A. Beling:
Statistical Analysis-Based Error Models for the Microsoft KinectTM Depth Sensor. Sensors 14(9): 17430-17450 (2014) - [c29]Andrew Todd, William T. Scherer, Peter A. Beling, Mark E. Paddrik, Richard Haynes:
Visualizations for sense-making in financial market regulation. IEEE BigData 2014: 730-735 - [c28]Andrew Todd, Roy Hayes, Peter A. Beling, William T. Scherer:
Micro-price trading in an order-driven market. CIFEr 2014: 294-297 - [c27]Benjamin Choo, Michael D. DeVore, Peter A. Beling:
Statistical models of horizontal and vertical stochastic noise for the Microsoft Kinect™ sensor. IECON 2014: 2624-2630 - [c26]Michael J. Landau, Peter A. Beling, Michael D. DeVore:
Efficacy of statistical model-based pose estimation of rigid objects with corresponding CAD models using commodity depth sensors. IECON 2014: 3445-3451 - [c25]Steve Y. Yang, Qifeng Qiao, Peter A. Beling, William T. Scherer:
Algorithmic trading behavior identification using reward learning method. IJCNN 2014: 3807-3414 - [c24]Roy Hayes, Andrew Todd, Nachapon Chaidarun, Scott Tepsuporn, Peter A. Beling, William T. Scherer:
An agent-based financial simulation for use by researchers. WSC 2014: 300-309 - [c23]Roy Hayes, Peter A. Beling, William T. Scherer:
The need for a real time strategy game language. WSC 2014: 3495-3504 - [c22]Nachapon Chaidarun, Scott Tepsuporn, Roy Hayes, Peter A. Beling, William T. Scherer, Stefano Grazioli:
Computational intelligence in financial engineering trading competition: a system for project-based learning. WSC 2014: 3552-3560 - [i6]Roy Hayes, Peter A. Beling, William T. Scherer:
Real Time Strategy Language. CoRR abs/1401.5424 (2014) - [i5]Qifeng Qiao, Peter A. Beling:
Classroom Video Assessment and Retrieval via Multiple Instance Learning. CoRR abs/1403.6248 (2014) - [i4]Xiaomin Lin, Peter A. Beling, Randy Cogill:
Multi-agent Inverse Reinforcement Learning for Zero-sum Games. CoRR abs/1403.6508 (2014) - [i3]Xiaomin Lin, Peter A. Beling, Randy Cogill:
Comparison of Multi-agent and Single-agent Inverse Learning on a Simulated Soccer Example. CoRR abs/1403.6822 (2014) - 2013
- [j13]Geoffrey M. Rubin, George A. Overstreet Jr., Peter A. Beling, Kanshukan Rajaratnam:
A dynamic theory of the credit union. Ann. Oper. Res. 205(1): 29-53 (2013) - [c21]Qifeng Qiao, Peter A. Beling:
Recognition of Agents Based on Observation of Their Sequential Behavior. ECML/PKDD (1) 2013: 33-48 - [i2]Qifeng Qiao, Peter A. Beling:
Behavior Pattern Recognition using A New Representation Model. CoRR abs/1301.3630 (2013) - 2012
- [c20]Mark E. Paddrik, Roy Hayes, Andrew Todd, Steve Y. Yang, Peter A. Beling, William T. Scherer:
An agent based model of the E-Mini S&P 500 applied to flash crash analysis. CIFEr 2012: 1-8 - [c19]Steve Y. Yang, Mark E. Paddrik, Roy Hayes, Andrew Todd, Andrei Kirilenko, Peter A. Beling, William T. Scherer:
Behavior based learning in identifying High Frequency Trading strategies. CIFEr 2012: 1-8 - [c18]Roy Hayes, Mark E. Paddrik, Andrew Todd, Steve Y. Yang, Peter A. Beling, William T. Scherer:
Agent based model of the e-mini future: application for policy making. WSC 2012: 111:1-111:12 - [i1]Qifeng Qiao, Peter A. Beling:
Inverse Reinforcement Learning with Gaussian Process. CoRR abs/1208.2112 (2012) - 2011
- [c17]Qifeng Qiao, Peter A. Beling:
Classroom Video Assessment and Retrieval via Multiple Instance Learning. AIED 2011: 272-279 - [c16]Qifeng Qiao, Peter A. Beling:
Inverse reinforcement learning with Gaussian process. ACC 2011: 113-118 - 2010
- [j12]Peter A. Beling, George A. Overstreet Jr., Kanshukan Rajaratnam:
Estimation error in regulatory capital requirements: theoretical implications for consumer bank profitability. J. Oper. Res. Soc. 61(3): 381-392 (2010) - [j11]Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.:
Scoring decisions in the context of economic uncertainty. J. Oper. Res. Soc. 61(3): 421-429 (2010)
2000 – 2009
- 2009
- [c15]Qifeng Qiao, Peter A. Beling:
Localized Content Based Image Retrieval with Self-Taught Multiple Instance Learning. ICDM Workshops 2009: 170-175 - 2008
- [j10]Yijia Zhao, Stephen D. Patek, Peter A. Beling:
Decentralized Bayesian Search Using Approximate Dynamic Programming Methods. IEEE Trans. Syst. Man Cybern. Part B 38(4): 970-975 (2008) - 2007
- [c14]Stephen D. Patek, Peter A. Beling, Yijia Zhao:
Natural Solutions for a Class of Symmetric Games. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents 2007: 47-53 - 2006
- [j9]Allan T. Morris, Peter A. Beling:
Extracting Acyclic Dependency Models from Quality Standards for COTS Software Evaluation. J. Aerosp. Comput. Inf. Commun. 3(7): 327-339 (2006) - 2005
- [j8]Peter A. Beling, Z. Covaliu, Robert M. Oliver:
Optimal scoring cutoff policies and efficient frontiers. J. Oper. Res. Soc. 56(9): 1016-1029 (2005) - 2003
- [c13]Lu Gao, Peter A. Beling:
Machine quantification of text-based economic reports for use in predictive modeling. SMC 2003: 3536-3541 - 2002
- [j7]Hui Zhu, Peter A. Beling, George A. Overstreet Jr.:
A Bayesian framework for the combination of classifier outputs. J. Oper. Res. Soc. 53(7): 719-727 (2002) - 2001
- [j6]Peter A. Beling:
Exact Algorithms for Linear Programming over Algebraic Extensions. Algorithmica 31(4): 459-478 (2001) - [j5]Hui Zhu, Peter A. Beling, George A. Overstreet Jr.:
A study in the combination of two consumer credit scores. J. Oper. Res. Soc. 52(9): 974-980 (2001) - 2000
- [j4]Peter A. Beling, Sushil Verma:
A probabilistic analysis of a measure of combinatorial complexity for the central curve. Math. Program. 87(1): 177-187 (2000) - [c12]Venkat Chalasani, Peter A. Beling:
Contribution-based approach for feature selection in linear programming-based models. SMC 2000: 1939-1943 - [c11]Hui Zhu, Peter A. Beling:
A meta-Gaussian approach to learning non-Gaussian Bayesian network structure. SMC 2000: 1949-1954 - [c10]Venkat Chalasani, Peter A. Beling:
Optimization based decision trees for multi-modal problems. SMC 2000: 2269-2274
1990 – 1999
- 1998
- [j3]Peter A. Beling, Nimrod Megiddo:
Using Fast Matrix Multiplication to Find Basic Solutions. Theor. Comput. Sci. 205(1-2): 307-316 (1998) - [c9]Venkat Chalasani, Peter A. Beling:
Tensored nearest-neighbor classifiers. SMC 1998: 2913-2916 - [c8]Venkat Chalasani, Peter A. Beling:
Optimization based classifiers for road extraction. SMC 1998: 2938-2943 - [c7]Peter A. Beling, Sushil Verma:
A fast symmetric penalty algorithm for the linear complementarity problem. SMC 1998: 2950-2955 - [c6]Luong Tran, Peter A. Beling:
A heuristic for the topological design of two-tiered networks. SMC 1998: 2962-2967 - [c5]Silla Mullei, Peter A. Beling:
Induction of rule-based scoring functions. SMC 1998: 2968-2973 - [c4]Silla Mullei, Peter A. Beling:
Hybrid evolutionary algorithms for a multiobjective financial problem. SMC 1998: 3925-3930 - 1997
- [c3]Peter A. Beling, Sushil Verma:
Combinatorial Complexity of the Central Curve. STOC 1997: 250-255 - 1994
- [j2]Ilan Adler, Peter A. Beling:
Polynomial Algorithms for Linear Programming over the Algebraic Numbers. Algorithmica 12(6): 436-457 (1994) - 1992
- [j1]Ilan Adler, Peter A. Beling:
Polynomial algorithms for LP over a subring of the algebraic integers with applications to LP with circulant matrices. Math. Program. 57: 121-143 (1992) - [c2]Ilan Adler, Peter A. Beling:
Polynomial Algorithms for Linear Programming over the Algebraic Numbers. STOC 1992: 483-494 - 1991
- [c1]Ilan Adler, Peter A. Beling:
Polynomial Algorithms for LP over a Subring of the Algebraic Integers with Applications to LP with Circulant Matrices. FOCS 1991: 480-487
Coauthor Index
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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 2025-03-04 21:12 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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the dblp computer science bibliography is funded and supported by:
