Peter A. Beling

149 papers A* 6A 1B 14C 8Misc 6Journal 70Unranked 44

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Trust-Aware Reinforcement Learning Approach to Enhance Human-Agent Teaming: An Overcooked-AI Study. ICHMS Kiana Jafari Meimandi, Matthew L. Bolton, Peter A. Beling
2025	J	`jnl`	Exploring Core and Periphery Precepts in Biological and Artificial Intelligence: An Outcome-Based Perspective. CoRR Niloofar Shadab, Tyler Cody, Alejandro Salado, Taylan G. Topcu, Mohammad Shadab, Peter A. Beling
2025	J	`jnl`	Fraud detection in healthcare claims using machine learning: A systematic review. Artif. Intell. Medicine Anli du Preez, Sanmitra Bhattacharya, Peter A. Beling, Edward Bowen
2025	A*	`conf`	From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing. EMNLP Lanxiao Huang, Daksh Dave, Tyler Cody, Peter A. Beling, Ming Jin
2025	J	`jnl`	From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing. CoRR Lanxiao Huang, Daksh Dave, Ming Jin, Tyler Cody, Peter A. Beling
2025	—	`conf`	GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models. EMNLP (Findings) Tuo Wang, Adithya Kulkarni, Tyler Cody, Peter A. Beling, Yujun Yan, Dawei Zhou
2025	J	`jnl`	GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models. CoRR Tuo Wang, Adithya Kulkarni, Tyler Cody, Peter A. Beling, Yujun Yan, Dawei Zhou
2025	—	`conf`	Measuring Resilience from Cascading Transfer Learning in Manufacturing Systems. ICDM (Workshops) Tyler Cody, Peter A. Beling
2024	—	`conf`	A Systems Theoretic Approach to Online Machine Learning. SysCon Anli du Preez, Peter A. Beling, Tyler Cody
2024	J	`jnl`	A Systems Theoretic Approach to Online Machine Learning. CoRR Anli du Preez, Peter A. Beling, Tyler Cody
2024	B	`conf`	Action Over Words: Predicting Human Trust in AI Partners Through Gameplay Behaviors. RO-MAN Kiana Jafari Meimandi, Matthew L. Bolton, Peter A. Beling
2024	J	`jnl`	Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS. CoRR 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
2024	—	`conf`	On Extending the Automatic Test Markup Language (ATML) for Machine Learning. SysCon Tyler Cody, Bingtong Li, Peter A. Beling
2024	J	`jnl`	On Extending the Automatic Test Markup Language (ATML) for Machine Learning. CoRR Tyler Cody, Bingtong Li, Peter A. Beling
2024	—	`conf`	Towards a Process Algebra and Operator Theory for Learning System Objects. AGI Tyler Cody, Peter A. Beling
2023	J	`jnl`	A Systems Theory of Transfer Learning. IEEE Syst. J. Tyler Cody, Peter A. Beling
2023	J	`jnl`	A Systems-Theoretical Formalization of Closed Systems. CoRR Niloofar Shadab, Tyler Cody, Alejandro Salado, Peter A. Beling
2023	J	`jnl`	Active Learning with Combinatorial Coverage. CoRR Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman
2023	—	`conf`	Cascading Negative Transfer in Networks of Machine Learning Systems. ICAA Tyler Cody, Peter A. Beling
2023	—	`conf`	Challenges and Opportunities in the Digital Engineering Simulation Curriculum Development. SysCon 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
2023	C	`conf`	Transfer Distance and Operating Envelopes to Detect Non-Stationarity in Cyber Environments. ICMLA Stephen C. Adams, Tyler Cody, Ramin Salman Roughani, Peter A. Beling
2023	J	`jnl`	Whole Campaign Emulation with Reinforcement Learning for Cyber Test. IEEE Instrum. Meas. Mag. Tyler Cody, Emma Meno, Peter A. Beling, Laura J. Freeman
2022	J	`jnl`	A survey of inverse reinforcement learning. Artif. Intell. Rev. Stephen C. Adams, Tyler Cody, Peter A. Beling
2022	C	`conf`	Active Learning with Combinatorial Coverage. ICMLA Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman
2022	J	`jnl`	An ontological metamodel for cyber-physical system safety, security, and resilience coengineering. Softw. Syst. Model. Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody H. Fleming
2022	J	`jnl`	BESSIE: A Behavior and Epidemic Simulator for Use With Synthetic Populations. CoRR Henning S. Mortveit, Stephen C. Adams, Faraz Dadgostari, Samarth Swarup, Peter A. Beling
2022	—	`conf`	Closed Systems Paradigm for Intelligent Systems. SysCon Niloofar Shadab, Tyler Cody, Alejandro Salado, Peter A. Beling
2022	—	`conf`	Core and Periphery as Closed-System Precepts for Engineering General Intelligence. AGI Tyler Cody, Niloofar Shadab, Alejandro Salado, Peter A. Beling
2022	J	`jnl`	Core and Periphery as Closed-System Precepts for Engineering General Intelligence. CoRR Tyler Cody, Niloofar Shadab, Alejandro Salado, Peter A. Beling
2022	J	`jnl`	Deep multi-agent reinforcement learning for multi-level preventive maintenance in manufacturing systems. Expert Syst. Appl. Jianyu Su, Jing Huang, Stephen C. Adams, Qing Chang, Peter A. Beling
2022	—	`conf`	Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. DSC Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. CoRR Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Empirically Measuring Transfer Distance for System Design and Operation. IEEE Syst. J. Tyler Cody, Stephen C. Adams, Peter A. Beling
2022	C	`conf`	Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. ICMLA Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. CoRR Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
2022	J	`jnl`	Generative adversarial networks for data augmentation and transfer in credit card fraud detection. J. Oper. Res. Soc. Alex Langevin, Tyler Cody, Stephen C. Adams, Peter A. Beling
2022	Misc	`conf`	Identifying Correlates of Emergent Behaviors in Agent-Based Simulation Models Using Inverse Reinforcement Learning. WSC Faraz Dadgostari, Samarth Swarup, Stephen C. Adams, Peter A. Beling, Henning S. Mortveit
2022	—	`conf`	Initial Development of a Roadmap for Digital Engineering Simulations Curriculum. SysCon 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
2022	—	`conf`	On Valuing the Impact of Machine Learning Faults to Cyber-Physical Production Systems. COINS Tyler Cody, Stephen C. Adams, Peter A. Beling, Laura J. Freeman
2021	J	`jnl`	A Systems Theory of Transfer Learning. CoRR Tyler Cody, Peter A. Beling
2021	—	`conf`	An Agent-Based Market Simulator for Back-Testing Deep Reinforcement Learning Based Trade Execution Strategies. ICONIP (3) Siyu Lin, Peter A. Beling
2021	J	`jnl`	Correction to: Modeling law search as prediction. Artif. Intell. Law Faraz Dadgostari, Mauricio Guim, Peter A. Beling, Michael A. Livermore, Daniel N. Rockmore
2021	J	`jnl`	Cyberphysical Security Through Resiliency: A Systems-Centric Approach. Computer Cody H. Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz
2021	J	`jnl`	Empirically Measuring Transfer Distance for System Design and Operation. CoRR Tyler Cody, Stephen C. Adams, Peter A. Beling
2021	B	`conf`	Inverse Reinforcement Learning for Strategy Identification. SMC Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling
2021	J	`jnl`	Inverse Reinforcement Learning for Strategy Identification. CoRR Mark Rucker, Stephen C. Adams, Roy Hayes, Peter A. Beling
2021	—	`conf`	Investigating the Robustness and Generalizability of Deep Reinforcement Learning Based Optimal Trade Execution Systems. SAI (2) Siyu Lin, Peter A. Beling
2021	J	`jnl`	Modeling law search as prediction. Artif. Intell. Law Faraz Dadgostari, Mauricio Guim, Peter A. Beling, Michael A. Livermore, Daniel N. Rockmore
2021	B	`conf`	Pareto-Optimal Active Learning with Cost. SMC Stephen C. Adams, Tyler Cody, Peter A. Beling
2021	—	`conf`	Reinforcement Learning for Flooding Mitigation in Complex Stormwater Systems during Large Storms. EUROCON Cheng Wang, Benjamin D. Bowes, Peter A. Beling, Jonathan L. Goodall
2021	C	`conf`	Trade-offs in Metric Learning for Bearing Fault Diagnosis. ICMLA Tyler Cody, Stephen C. Adams, Peter A. Beling
2021	J	`jnl`	Trustworthy AI for Digital Engineering Transformation. J. Integr. Des. Process. Sci. Jingwei Huang, Peter A. Beling, Laura J. Freeman, Yong Zeng
2021	A*	`conf`	Value-Decomposition Multi-Agent Actor-Critics. AAAI Jianyu Su, Stephen C. Adams, Peter A. Beling
2020	—	`conf`	A Deep Reinforcement Learning Framework for Optimal Trade Execution. ECML/PKDD (5) Siyu Lin, Peter A. Beling
2020	A*	`conf`	An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization. IJCAI Siyu Lin, Peter A. Beling
2020	—	`conf`	An Ensemble Trust Scoring Method for Internet of Things Sensor Networks. WF-IoT Jie Liu, Stephen C. Adams, Peter A. Beling
2020	J	`jnl`	An Ontological Metamodel for Cyber-Physical System Safety, Security, and Resilience Coengineering. CoRR Georgios Bakirtzis, Tim Sherburne, Stephen C. Adams, Barry M. Horowitz, Peter A. Beling, Cody H. Fleming
2020	J	`jnl`	Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication. CoRR Jianyu Su, Stephen C. Adams, Peter A. Beling
2020	J	`jnl`	Cyber-Physical Security Through Resiliency: A Systems-centric Approach. CoRR Cody H. Fleming, Carl R. Elks, Georgios Bakirtzis, Stephen C. Adams, Bryan T. Carter, Peter A. Beling, Barry M. Horowitz
2020	—	`conf`	Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration. ITSC Jianyu Su, Peter A. Beling, Rui Guo, Kyungtae Han
2020	—	`conf`	Hierarchical Classification for Unknown Faults. ICPHM Stephen C. Adams, Tyler Cody, Peter A. Beling, Sherwood Polter, Kevin Farinholt
2020	—	`conf`	Is my sensor sleeping, hibernating, or broken?: A data-driven monitoring system for indoor energy harvesting sensors. BuildSys Alan Wang, Jianyu Su, Arsalan Heydarian, Bradford Campbell, Peter A. Beling
2020	—	`conf`	Reinforcement Learning from Simulated Environments: An Encoder Decoder Framework. SpringSim Benjamin Choo, Graham Crannell, Stephen C. Adams, Faraz Dadgostari, Peter A. Beling, Ann Bolcavage, Roy McIntyre
2020	—	`conf`	Smart Stormwater Control Systems: A Reinforcement Learning Approach. ISCRAM Cheng Wang, Benjamin D. Bowes, Arash Tavakoli, Stephen C. Adams, Jonathan L. Goodall, Peter A. Beling
2020	J	`jnl`	Value-Decomposition Multi-Agent Actor-Critics. CoRR Jianyu Su, Stephen C. Adams, Peter A. Beling
2019	J	`jnl`	A Preliminary Design-Phase Security Methodology for Cyber-Physical Systems. Syst. Bryan T. Carter, Stephen C. Adams, Georgios Bakirtzis, Tim Sherburne, Peter A. Beling, Barry M. Horowitz, Cody H. Fleming
2019	—	`conf`	A Systems Theoretic Perspective on Transfer Learning. SysCon Tyler Cody, Stephen C. Adams, Peter A. Beling
2019	J	`jnl`	A survey of feature selection methods for Gaussian mixture models and hidden Markov models. Artif. Intell. Rev. Stephen C. Adams, Peter A. Beling
2019	C	`conf`	Active Learning to Improve Static Analysis. ICMLA Maxwell Berman, Stephen C. Adams, Tim Sherburne, Cody H. Fleming, Peter A. Beling
2019	—	`conf`	Feature Selection for Hidden Markov Models with Discrete Features. IntelliSys (1) Stephen C. Adams, Peter A. Beling
2019	J	`jnl`	Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration. CoRR Jianyu Su, Peter A. Beling, Rui Guo, Kyungtae Han
2019	J	`jnl`	Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games. J. Artif. Intell. Res. Xiaomin Lin, Stephen C. Adams, Peter A. Beling
2019	J	`jnl`	Research Advances with Systems Engineering in Context. Syst. Eng. Stephen C. Adams, Peter A. Beling, William T. Scherer, Cody H. Fleming, James H. Lambert
2019	—	`conf`	Transferring Random Samples in Actuator Systems for Binary Damage Detection. ICPHM Tyler Cody, Stephen C. Adams, Peter A. Beling, Sherwood Polter, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Kennet Castillo, Ryan Meekins
2018	—	`conf`	A Condition Monitoring System for Low Vacuum Plasma Spray using Computer Vision. ICPHM Stephen C. Adams, Graham Crannell, Ann Bolcavage, Roy McIntyre, Peter A. Beling
2018	—	`conf`	Cost-sensitive Classifier Selection when there is Additional Cost Information. COST@SDM Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong
2018	J	`jnl`	Generating Synthetic Bitcoin Transactions and Predicting Market Price Movement Via Inverse Reinforcement Learning and Agent-Based Modeling. J. Artif. Soc. Soc. Simul. Kamwoo Lee, Sinan Ulkuatam, Peter A. Beling, William T. Scherer
2018	—	`conf`	Model-Based Trust Assessment for Internet of Things Networks. TrustCom/BigDataSE Stephen C. Adams, Peter A. Beling, Steven Greenspan, Maria C. Velez-Rojas, Serge Mankovski
2018	J	`jnl`	Multi-agent Inverse Reinforcement Learning for General-sum Stochastic Games. CoRR Xiaomin Lin, Stephen C. Adams, Peter A. Beling
2018	J	`jnl`	Multiagent Inverse Reinforcement Learning for Two-Person Zero-Sum Games. IEEE Trans. Games Xiaomin Lin, Peter A. Beling, Randy Cogill
2018	J	`jnl`	On the Practical Art of State Definitions for Markov Decision Process Construction. IEEE Access William T. Scherer, Stephen C. Adams, Peter A. Beling
2018	—	`conf`	One-Class Support Vector Machines for Structural Health Monitoring on Wave Energy Converters. ICPHM Stephen C. Adams, Ryan Meekins, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter A. Beling
2018	—	`conf`	Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection. TrustCom/BigDataSE Yang Wang, Stephen C. Adams, Peter A. Beling, Steven Greenspan, Sridhar Rajagopalan, Maria C. Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown
2018	—	`conf`	Selecting System Specific Cybersecurity Attack Patterns Using Topic Modeling. TrustCom/BigDataSE Stephen C. Adams, Bryan T. Carter, Cody H. Fleming, Peter A. Beling
2018	J	`jnl`	Task recognition from joint tracking data in an operational manufacturing cell. J. Intell. Manuf. Don J. Rude, Stephen C. Adams, Peter A. Beling
2018	J	`jnl`	Unsupervised Hierarchical Clustering of Build Orders in a Real-Time Strategy Game. Comput. Games J. Roy Hayes, Peter A. Beling
2017	J	`jnl`	Adaptive Multiscale Optimization: Concept and Case Study on Simulated UAV Surveillance Operations. IEEE Syst. J. Irwin O. Reyes, Peter A. Beling, Barry M. Horowitz
2017	Misc	`conf`	Agent-based model construction using inverse reinforcement learning. WSC Kamwoo Lee, Mark Rucker, William T. Scherer, Peter A. Beling, Matthew S. Gerber, Hyojung Kang
2017	—	`conf`	An Empirical Evaluation of Techniques for Feature Selection with Cost. ICDM Workshops Stephen C. Adams, Ryan Meekins, Peter A. Beling
2017	—	`conf`	Health-aware hierarchical control for smart manufacturing using reinforcement learning. ICPHM Benjamin Y. Choo, Stephen C. Adams, Peter A. Beling
2017	J	`jnl`	Optimal Model-Based 6-D Object Pose Estimation With Structured-Light Depth Sensors. IEEE Trans. Computational Imaging Michael J. Landau, Peter A. Beling
2017	J	`jnl`	Regulatory capital decisions in the Context of consumer loan portfolios. J. Oper. Res. Soc. Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.
2016	—	`conf`	Agent-based financial markets: A review of the methodology and domain. SSCI Andrew Todd, Peter A. Beling, William T. Scherer, Steve Y. Yang
2016	J	`jnl`	Feature Selection for Hidden Markov Models and Hidden Semi-Markov Models. IEEE Access Stephen C. Adams, Peter A. Beling, Randy Cogill
2016	J	`jnl`	Loan origination decisions using a multinomial scorecard. Ann. Oper. Res. Lu Gao, Kanshukan Rajaratnam, Peter A. Beling
2016	J	`jnl`	Models of sequential decision making in consumer lending. Decis. Anal. Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.
2016	J	`jnl`	Simulating Kinect Infrared and Depth Images. IEEE Trans. Cybern. Michael J. Landau, Benjamin Choo, Peter A. Beling
2015	—	`conf`	Agent-Based Model for Order Routing and Financial Market Integration. PAAMS (Special Sessions) Andrew Todd, Peter A. Beling, William T. Scherer
2015	J	`jnl`	Introduction to feature cluster in memory of Douglas J. White. J. Oper. Res. Soc. Peter A. Beling, William T. Scherer, Chelsea C. White III
2015	—	`conf`	Order Routing and Arbitrage Opportunities in a Multi-Market Trading Simulation. SSCI Andrew Todd, Peter A. Beling, William T. Scherer
2014	B	`conf`	Algorithmic trading behavior identification using reward learning method. IJCNN Steve Y. Yang, Qifeng Qiao, Peter A. Beling, William T. Scherer
2014	Misc	`conf`	An agent-based financial simulation for use by researchers. WSC Roy Hayes, Andrew Todd, Nachapon Chaidarun, Scott Tepsuporn, Peter A. Beling, William T. Scherer
2014	J	`jnl`	Classroom Video Assessment and Retrieval via Multiple Instance Learning. CoRR Qifeng Qiao, Peter A. Beling
2014	J	`jnl`	Comparison of Multi-agent and Single-agent Inverse Learning on a Simulated Soccer Example. CoRR Xiaomin Lin, Peter A. Beling, Randy Cogill
2014	Misc	`conf`	Computational intelligence in financial engineering trading competition: a system for project-based learning. WSC Nachapon Chaidarun, Scott Tepsuporn, Roy Hayes, Peter A. Beling, William T. Scherer, Stefano Grazioli
2014	C	`conf`	Efficacy of statistical model-based pose estimation of rigid objects with corresponding CAD models using commodity depth sensors. IECON Michael J. Landau, Peter A. Beling, Michael D. DeVore
2014	—	`conf`	Micro-price trading in an order-driven market. CIFEr Andrew Todd, Roy Hayes, Peter A. Beling, William T. Scherer
2014	J	`jnl`	Multi-agent Inverse Reinforcement Learning for Zero-sum Games. CoRR Xiaomin Lin, Peter A. Beling, Randy Cogill
2014	J	`jnl`	Real Time Strategy Language. CoRR Roy Hayes, Peter A. Beling, William T. Scherer
2014	J	`jnl`	Statistical Analysis-Based Error Models for the Microsoft Kinect Sensors Benjamin Choo, Michael J. Landau, Michael D. DeVore, Peter A. Beling
2014	C	`conf`	Statistical models of horizontal and vertical stochastic noise for the Microsoft Kinect™ sensor. IECON Benjamin Choo, Michael D. DeVore, Peter A. Beling
2014	Misc	`conf`	The need for a real time strategy game language. WSC Roy Hayes, Peter A. Beling, William T. Scherer
2014	—	`conf`	Visualizations for sense-making in financial market regulation. IEEE BigData Andrew Todd, William T. Scherer, Peter A. Beling, Mark E. Paddrik, Richard Haynes
2013	J	`jnl`	A dynamic theory of the credit union. Ann. Oper. Res. Geoffrey M. Rubin, George A. Overstreet Jr., Peter A. Beling, Kanshukan Rajaratnam
2013	J	`jnl`	Behavior Pattern Recognition using A New Representation Model CoRR Qifeng Qiao, Peter A. Beling
2013	—	`conf`	Recognition of Agents Based on Observation of Their Sequential Behavior. ECML/PKDD (1) Qifeng Qiao, Peter A. Beling
2012	Misc	`conf`	Agent based model of the e-mini future: application for policy making. WSC Roy Hayes, Mark E. Paddrik, Andrew Todd, Steve Y. Yang, Peter A. Beling, William T. Scherer
2012	—	`conf`	An agent based model of the E-Mini S&P 500 applied to flash crash analysis. CIFEr Mark E. Paddrik, Roy Hayes, Andrew Todd, Steve Y. Yang, Peter A. Beling, William T. Scherer
2012	—	`conf`	Behavior based learning in identifying High Frequency Trading strategies. CIFEr Steve Y. Yang, Mark E. Paddrik, Roy Hayes, Andrew Todd, Andrei Kirilenko, Peter A. Beling, William T. Scherer
2012	J	`jnl`	Inverse Reinforcement Learning with Gaussian Process CoRR Qifeng Qiao, Peter A. Beling
2011	A	`conf`	Classroom Video Assessment and Retrieval via Multiple Instance Learning. AIED Qifeng Qiao, Peter A. Beling
2011	C	`conf`	Inverse reinforcement learning with Gaussian process. ACC Qifeng Qiao, Peter A. Beling
2010	J	`jnl`	Estimation error in regulatory capital requirements: theoretical implications for consumer bank profitability. J. Oper. Res. Soc. Peter A. Beling, George A. Overstreet Jr., Kanshukan Rajaratnam
2010	J	`jnl`	Scoring decisions in the context of economic uncertainty. J. Oper. Res. Soc. Kanshukan Rajaratnam, Peter A. Beling, George A. Overstreet Jr.
2009	—	`conf`	Localized Content Based Image Retrieval with Self-Taught Multiple Instance Learning. ICDM Workshops Qifeng Qiao, Peter A. Beling
2008	J	`jnl`	Decentralized Bayesian Search Using Approximate Dynamic Programming Methods. IEEE Trans. Syst. Man Cybern. Part B Yijia Zhao, Stephen D. Patek, Peter A. Beling
2007	—	`conf`	Natural Solutions for a Class of Symmetric Games. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents Stephen D. Patek, Peter A. Beling, Yijia Zhao
2006	J	`jnl`	Extracting Acyclic Dependency Models from Quality Standards for COTS Software Evaluation. J. Aerosp. Comput. Inf. Commun. Allan T. Morris, Peter A. Beling
2005	J	`jnl`	Optimal scoring cutoff policies and efficient frontiers. J. Oper. Res. Soc. Peter A. Beling, Z. Covaliu, Robert M. Oliver
2003	B	`conf`	Machine quantification of text-based economic reports for use in predictive modeling. SMC Lu Gao, Peter A. Beling
2002	J	`jnl`	A Bayesian framework for the combination of classifier outputs. J. Oper. Res. Soc. Hui Zhu, Peter A. Beling, George A. Overstreet Jr.
2001	J	`jnl`	A study in the combination of two consumer credit scores. J. Oper. Res. Soc. Hui Zhu, Peter A. Beling, George A. Overstreet Jr.
2001	J	`jnl`	Exact Algorithms for Linear Programming over Algebraic Extensions. Algorithmica Peter A. Beling
2000	B	`conf`	A meta-Gaussian approach to learning non-Gaussian Bayesian network structure. SMC Hui Zhu, Peter A. Beling
2000	J	`jnl`	A probabilistic analysis of a measure of combinatorial complexity for the central curve. Math. Program. Peter A. Beling, Sushil Verma
2000	B	`conf`	Contribution-based approach for feature selection in linear programming-based models. SMC Venkat Chalasani, Peter A. Beling
2000	B	`conf`	Optimization based decision trees for multi-modal problems. SMC Venkat Chalasani, Peter A. Beling
1998	B	`conf`	A fast symmetric penalty algorithm for the linear complementarity problem. SMC Peter A. Beling, Sushil Verma
1998	B	`conf`	A heuristic for the topological design of two-tiered networks. SMC Luong Tran, Peter A. Beling
1998	B	`conf`	Hybrid evolutionary algorithms for a multiobjective financial problem. SMC Silla Mullei, Peter A. Beling
1998	B	`conf`	Induction of rule-based scoring functions. SMC Silla Mullei, Peter A. Beling
1998	B	`conf`	Optimization based classifiers for road extraction. SMC Venkat Chalasani, Peter A. Beling
1998	B	`conf`	Tensored nearest-neighbor classifiers. SMC Venkat Chalasani, Peter A. Beling
1998	J	`jnl`	Using Fast Matrix Multiplication to Find Basic Solutions. Theor. Comput. Sci. Peter A. Beling, Nimrod Megiddo
1997	A*	`conf`	Combinatorial Complexity of the Central Curve. STOC Peter A. Beling, Sushil Verma
1994	J	`jnl`	Polynomial Algorithms for Linear Programming over the Algebraic Numbers. Algorithmica Ilan Adler, Peter A. Beling
1992	A*	`conf`	Polynomial Algorithms for Linear Programming over the Algebraic Numbers STOC Ilan Adler, Peter A. Beling
1992	J	`jnl`	Polynomial algorithms for LP over a subring of the algebraic integers with applications to LP with circulant matrices. Math. Program. Ilan Adler, Peter A. Beling
1991	A*	`conf`	Polynomial Algorithms for LP over a Subring of the Algebraic Integers with Applications to LP with Circulant Matrices FOCS Ilan Adler, Peter A. Beling