Kuo-Chu Chang

Orcid: 0000-0002-1161-6826

Affiliations:
  • George Mason University, Fairfax, VA, USA
  • University of Connecticut, Storrs, CT, USA (PhD 1986)


According to our database1, Kuo-Chu Chang authored at least 68 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
A Two-Stage Attention-Based Hierarchical Transformer for Turbofan Engine Remaining Useful Life Prediction.
Sensors, February, 2024

Investigation of Phishing Susceptibility with Explainable Artificial Intelligence.
Future Internet, 2024

2023
Scheduling Condition-based Maintenance: An Explainable Deep Reinforcement Learning Approach via Reward Decomposition.
Proceedings of the 26th International Conference on Information Fusion, 2023

2021
Bridging Heuristic and Deep Learning Approaches to Sensor Tasking.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2019
Heterogeneous Track-to-Track Fusion in 3-D Using IRST Sensor and Air MTI Radar.
IEEE Trans. Aerosp. Electron. Syst., 2019

Fusing Economic Indicators for Portfolio Optimization - A Simulation-Based Approach.
Proceedings of the 22th International Conference on Information Fusion, 2019

Information Matrix Fusion for Nonlinear, Asynchronous and Heterogeneous Systems.
Proceedings of the 22th International Conference on Information Fusion, 2019

Distributed Multiple Hypothesis Tracking in Finite Point Process Formalism: A Simple Two Station Case.
Proceedings of the 22th International Conference on Information Fusion, 2019

Heterogeneous Track-to-Track Fusion in 2D Using Sonar and Radar Sensors.
Proceedings of the 22th International Conference on Information Fusion, 2019

Risk-Aversion Adjusted Portfolio Optimization with Predictive Modeling.
Proceedings of the 22th International Conference on Information Fusion, 2019

Flexible Expected Shortfall Estimation Using Parametric & Non-Parametric Methods with Applications in Finance, Insurance & Climatology.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
Pattern Discovery and Anomaly Detection via Knowledge Graph.
Proceedings of the 21st International Conference on Information Fusion, 2018

Estimation of Value-at-Risk Using Mixture Copula Model for Heavy-Tailed Operational Risk Losses in Financial, Insurance & Climatological Data.
Proceedings of the 21st International Conference on Information Fusion, 2018

A Review of Forty Years of Distributed Estimation.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Risk-based pricing for secondary spectrum access.
Proceedings of the 20th International Conference on Information Fusion, 2017

Flexible estimation of risk metric using copula model for the joint severity-frequency loss framework.
Proceedings of the 20th International Conference on Information Fusion, 2017

Dynamic asset allocation - Chasing a moving target.
Proceedings of the 20th International Conference on Information Fusion, 2017

Probabilistic reasoning and risk-constrained dynamic spectrum access.
Proceedings of the 2017 IEEE International Symposium on Dynamic Spectrum Access Networks, 2017

2016
Three formalisms of multiple hypothesis tracking.
Proceedings of the 19th International Conference on Information Fusion, 2016

Assessing user decision behaviors for Dynamic Spectrum Sharing and pricing models.
Proceedings of the 19th International Conference on Information Fusion, 2016

Robust estimation of value-at-risk through correlated frequency and severity model.
Proceedings of the 19th International Conference on Information Fusion, 2016

Comparison of optimal distributed estimation and consensus filtering.
Proceedings of the 19th International Conference on Information Fusion, 2016

Optimal asset allocation with mutual information.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Application of bayesian simulation framework in quantitatively measuring presence of competition in living species.
Proceedings of the 2015 Winter Simulation Conference, 2015

An application of interacting multiple model tracking method to financial modeling and asset allocation.
Proceedings of the 18th International Conference on Information Fusion, 2015

Development and analysis of a probabilistic reasoning methodology for spectrum situational awareness and parameter estimation in uncertain environments.
Proceedings of the 18th International Conference on Information Fusion, 2015

The exact algorithm for multi-sensor asynchronous track-to-track fusion.
Proceedings of the 18th International Conference on Information Fusion, 2015

An application of data fusion techniques in quantitative operational risk management.
Proceedings of the 18th International Conference on Information Fusion, 2015

Market analysis and trading strategies with Bayesian networks.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Performance prediction of feature-aided track-to-track association.
IEEE Trans. Aerosp. Electron. Syst., 2014

Situational awareness uncertainty impacts on Dynamic Spectrum Access performance.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
UAV Path Planning with Tangent-plus-Lyapunov Vector Field Guidance and Obstacle Avoidance.
IEEE Trans. Aerosp. Electron. Syst., 2013

An initial study of DSA cost and capacity trades under imperfect awareness.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

A causal reasoning approach to DSA situational awareness and decision-making.
Proceedings of the 16th International Conference on Information Fusion, 2013

2012
Sensor Calibration using In-Situ Celestial Observations to Estimate Bias in Space-Based Missile Tracking.
IEEE Trans. Aerosp. Electron. Syst., 2012

A Fusion Analysis and Evaluation Tool for Multi-Sensor Classification Systems.
J. Adv. Inf. Fusion, 2012

High-Level Information Fusion with Bayesian Semantics.
Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012

Comparison of track fusion rules and track association metrics.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
Modeling a probabilistic ontology for Maritime Domain Awareness.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Scalable fusion with mixture distributions in sensor networks.
Proceedings of the 11th International Conference on Control, 2010

High-level fusion: Issues in developing a formal theory.
Proceedings of the 13th Conference on Information Fusion, 2010

PROGNOS: Predictive situational awareness with probabilistic ontologies.
Proceedings of the 13th Conference on Information Fusion, 2010

Scalable inference for hybrid Bayesian networks with full density estimations.
Proceedings of the 13th Conference on Information Fusion, 2010

Convergence rate analysis of allied genetic algorithm.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Track association and fusion using Janossy measure density functions.
Proceedings of the 12th International Conference on Information Fusion, 2009

A multi-disciplinary approach to high level fusion in predictive situational awareness.
Proceedings of the 12th International Conference on Information Fusion, 2009

Bias correction using background stars for space-based IR tracking.
Proceedings of the 12th International Conference on Information Fusion, 2009

Tracking with UAV using tangent-plus-Lyapunov vector field guidance.
Proceedings of the 12th International Conference on Information Fusion, 2009

A performance evaluation tool for multi-sensor classification systems.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
On scalable distributed sensor fusion.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
Hybrid message passing for mixed bayesian networks.
Proceedings of the 10th International Conference on Information Fusion, 2007

Unscented Message Passing for Arbitrary Continuous Variables in Bayesian Networks.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Level I and Level II Target Valuations for Sensor Management.
J. Adv. Inf. Fusion, 2006

A Data Fusion Formulation for Decentralized Estimation Predictions under Communications Uncertainty.
Proceedings of the 9th International Conference on Information Fusion, 2006

2002
Comparison of score metrics for Bayesian network learning.
IEEE Trans. Syst. Man Cybern. Part A, 2002

2000
Evaluating a linear predictive algorithm for bandwidth conservation.
IEEE Trans. Aerosp. Electron. Syst., 2000

1999
Learning Bayesian networks with a hybrid convergent method.
IEEE Trans. Syst. Man Cybern. Part A, 1999

1998
A Hybrid Convergent Method for Learning Probabilistic Networks.
Proceedings of the Advances in Artificial Intelligence, 1998

1997
Polarimetric fusion for synthetic aperture radar target classification.
Pattern Recognit., 1997

1995
Symbolic probabilistic inference with both discrete and continuous variables.
IEEE Trans. Syst. Man Cybern., 1995

Prediction of track purity and track accuracy in dense target environments.
IEEE Trans. Autom. Control., 1995

1991
Symbolic Probabilistic Inference with Evidence Potential.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

Symbolic Probabilistic Inference with Continuous Variables.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1990
Refinement and coarsening of Bayesian networks.
Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

1989
Distributed adaptive estimation with probabilistic data association.
Autom., 1989

Weighing and Integrating Evidence for Stochastic Simulation in Bayesian Networks.
Proceedings of the UAI '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, 1989

Performance evaluation of a cascaded logic for track formation in clutter.
Proceedings of the IEEE International Conference on Systems, 1989

Node Aggregation for Distributed Inference in Bayesian Networks.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989


  Loading...