Gautam Biswas

According to our database1, Gautam Biswas authored at least 242 papers between 1981 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to the modeling and simulation, diagnosis, and fault-adaptive control of complex dynamic systems".

Timeline

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Links

On csauthors.net:

Bibliography

2019
Approximate Q-learning approach for Health Aware Control Design.
Proceedings of the 4th Conference on Control and Fault Tolerant Systems, 2019

Online Energy Management in Commercial Buildings using Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Teaching Cybersecurity with Networked Robots.
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019

Integrating Computational Modeling in K-12 STEM Classrooms.
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019

Affect Sequences and Learning in Betty's Brain.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Analyzing Students' Design Solutions in an NGSS-Aligned Earth Sciences Curriculum.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

Understanding Students' Model Building Strategies Through Discourse Analysis.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

Personalization in OELEs: Developing a Data-Driven Framework to Model and Scaffold SRL Processes.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

A Systematic Approach for Analyzing Students' Computational Modeling Processes in C2STEM.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018
Structural Fault Detection and Isolation in Hybrid Systems.
IEEE Trans. Automation Science and Engineering, 2018

Do Students' Learning Behaviors Differ when they Collaborate in Open-Ended Learning Environments?
PACMHCI, 2018

Combining expert knowledge and unsupervised learning techniques for anomaly detection in aircraft flight data.
Automatisierungstechnik, 2018

A methodology for monitoring smart buildings with incomplete models.
Appl. Soft Comput., 2018

Modeling Learners' Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Data Driven Methods for Energy Reduction in Large Buildings.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

How Are Students' Emotions Associated with the Accuracy of Their Note Taking and Summarizing During Learning with ITSs?
Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

Predicting Learning by Analyzing Eye-Gaze Data of Reading Behavior.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

A Data Driven Method for Prediction of Energy Demand in Commercial Buildings.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Understanding Students' Problem-Solving Strategies in a Synergistic Learning-by-Modeling Environment.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Expert Feature-Engineering vs. Deep Neural Networks: Which Is Better for Sensor-Free Affect Detection?
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

A Design-Based Approach to a Classroom-Centered OELE.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017
Datenanalyse in der intelligenten Fabrik.
Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017

Learner modeling for adaptive scaffolding in a Computational Thinking-based science learning environment.
User Model. User-Adapt. Interact., 2017

Integrating Model-Driven and Data-Driven Techniques for Analyzing Learning Behaviors in Open-Ended Learning Environments.
TLT, 2017

Contextual Markup and Mining in Digital Games for Science Learning: Connecting Player Behaviors to Learning Goals.
TLT, 2017

Learning Bayesian Network Structures to Augment Aircraft Diagnostic Reference Models.
IEEE Trans. Automation Science and Engineering, 2017

Incident analysis and prediction using clustering and Bayesian network.
Proceedings of the 2017 IEEE SmartWorld, 2017

An Extended Learner Modeling Method to Assess Students' Learning Behaviors.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

A combined model-based and data-driven approach for monitoring smart buildings.
Proceedings of the 28th International Workshop on Principles of Diagnosis (DX'17), 2017

Analyzing Students' Collaborative Regulation Behaviors in a Classroom-Integrated Open Ended Learning Environment.
Proceedings of the 12th International Conference on Computer Supported Collaborative Learning, 2017

Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Characterizing Students' Learning Behaviors Using Unsupervised Learning Methods.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016
Comparison of state estimation techniques for nonlinear hybrid systems.
Simulation, 2016

Identifying middle school students' challenges in computational thinking-based science learning.
Research and Practice in Technology Enhanced Learning, 2016

Methodologies for system-level remaining useful life prediction.
Rel. Eng. & Sys. Safety, 2016

A qualitative event-based approach to multiple fault diagnosis in continuous systems using structural model decomposition.
Eng. Appl. of AI, 2016

From Design to Implementation to Practice a Learning by Teaching System: Betty's Brain.
I. J. Artificial Intelligence in Education, 2016

Behavior Changes Across Time and Between Populations in Open-Ended Learning Environments.
Proceedings of the Intelligent Tutoring Systems - 13th International Conference, 2016

Comparison of Selection Criteria for Multi-Feature Hierarchical Activity Mining in Open Ended Learning Environments.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Using Multiple Representations to Simultaneously Learn Computational Thinking and Middle School Science.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Cloud-hosted simulation-as-a-service for high school STEM education.
Simulation Modelling Practice and Theory, 2015

Model-Based Design of Tree WSNs for Decentralized Detection.
Sensors, 2015

A Bayesian Framework for Fault Diagnosis of Hybrid Linear Systems.
Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.
Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

Minimal Structurally Overdetermined Sets Selection for Distributed Fault Detection.
Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

Behavior Prediction in MOOCs using Higher Granularity Temporal Information.
Proceedings of the Second ACM Conference on Learning @ Scale, 2015

Designing Representations and Support for Metacognition in the Generalized Intelligent Framework for Tutoring.
Proceedings of the Foundations of Augmented Cognition, 2015

Learning Behavior Characterization with Multi-Feature, Hierarchical Activity Sequences.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

A Comparsion Of State Estimation Algorithms For Hybrid Systems.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Demonstration: Using GIFT to Support Students' Understanding of the UrbanSim Counter Insurgency Simulation.
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

Coherence Over Time: Understanding Day-to-Day Changes in Students' Open-Ended Problem Solving Behaviors.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

Towards Using Coherence Analysis to Scaffold Students in Open-Ended Learning Environments.
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015

Studying Student Use of Self-Regulated Learning Tools in an Open-Ended Learning Environment.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

2014
A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014

A Model-Based Behavior Analysis Approach for Open-Ended Environments.
Educational Technology & Society, 2014

Cross-layer design for decentralized detection in WSNs.
EURASIP J. Adv. Sig. Proc., 2014

An event-based distributed diagnosis framework using structural model decomposition.
Artif. Intell., 2014

An approach to parallelizing the simulation of complicated modelica models.
Proceedings of the 2014 Summer Simulation Multiconference, 2014

A Differential Approach for Identifying Important Student Learning Behavior Patterns with Evolving Usage over Time.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Assessing Student Performance in a Computational-Thinking Based Science Learning Environment.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014

Using a Cognitive/Metacognitive Task Model to Analyze Students Learning Behaviors.
Proceedings of the Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems, 2014

Mining and Identifying Relationships Among Sequential Patterns in Multi-Feature, Hierarchical Learning Activity Data.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

Robust residual selection for fault detection.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Guest Editorial: Special Section on Learning Systems for Science and Technology Education.
TLT, 2013

Integrating computational thinking with K-12 science education using agent-based computation: A theoretical framework.
EAIT, 2013

Shallow strategy development in a teachable agent environment designed to support self-regulated learning.
Computers & Education, 2013

Preface.
I. J. Artificial Intelligence in Education, 2013

Teaching Computational Thinking Skills in C3STEM with Traffic Simulation.
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Smart Open-Ended Learning Environments That Support Learners Cognitive and Metacognitive Processes.
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Model-driven assessment of learners in open-ended learning environments.
Proceedings of the Third Conference on Learning Analytics and Knowledge, 2013

An Investigation of the Effect of Competition on the Way Students Engage in Game-Based Deliberate Practice.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

A transition model for cognitions about agency.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2013

Mining Temporally-Interesting Learning Behavior Patterns.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Modeling And Simulation Semantics For Building Large-Scale Multi-Domain Embedded Systems.
Proceedings of the 27th European Conference on Modelling and Simulation, 2013

CTSiM: A Computational Thinking Environment for Learning Science through Simulation and Modeling.
Proceedings of the CSEDU 2013, 2013

Analyzing Students' Metacognitive Strategies in Open-Ended Learning Environments.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Workshop on Self-Regulated Learning in Educational Technologies (SRL@ET): Supporting, Modeling, Evaluating, and Fostering Metacognition with Computer-Based Learning Environments.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

Suggest-Assert-Modify: A Taxonomy of Adaptive Scaffolds in Computer-Based Learning Environments.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Guided Skill Practice as an Adaptive Scaffolding Strategy in Open-Ended Learning Environments.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

A Differential Temporal Interestingness Measure for Identifying the Learning Behavior Effects of Scaffolding.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Adaptive Multi-Agent Architecture to Track Students' Self-Regulated Learning.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Digital Games and Science Learning: Design Principles and Processes to Augment Commercial Game Design Conventions.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

Workshop on Scaffolding in Open-Ended Learning Environments (OELEs).
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

A Computational Thinking Approach to Learning Middle School Science.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012
Diagnosability Analysis Considering Causal Interpretations for Differential Constraints.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2012

A Decomposition Method for Nonlinear Parameter Estimation in TRANSCEND.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2012

Aircraft Power Generators: Hybrid Modeling and Simulation for Fault Detection.
IEEE Trans. Aerospace and Electronic Systems, 2012

Substitutive competition: Virtual pets as competitive buffers to alleviate possible negative influence on pupils.
BJET, 2012

Relating Student Performance to Action Outcomes and Context in a Choice-Rich Learning Environment.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Interactive Virtual Representations, Fractions, and Formative Feedback.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Prognostics Health Management and Physics Based Failure Models for Electrolytic Capacitors.
Proceedings of the Infotech@Aerospace 2012, 2012

Identifying Learning Behaviors by Contextualizing Differential Sequence Mining with Action Features and Performance Evolution.
Proceedings of the 5th International Conference on Educational Data Mining, 2012

Identifying Students' Characteristic Learning Behaviors in an Intelligent Tutoring System Fostering Self-Regulated Learning.
Proceedings of the 5th International Conference on Educational Data Mining, 2012

A Cross-Layer Design for Decentralized Detection in Tree Sensor Networks.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012

Integrating Computational Thinking with K-12 Science Education - A Theoretical Framework.
Proceedings of the CSEDU 2012, 2012

2011
Efficient simulation of hybrid systems: A hybrid bond graph approach.
Simulation, 2011

Identification of critical inspection samples among railroad wheels by similarity-based agglomerative clustering.
Integrated Computer-Aided Engineering, 2011

Reports of the AAAI 2010 Fall Symposia.
AI Magazine, 2011

The Interaction of Children's Concepts about Agents and Their Ability to Use an Agent-Based Tutoring System.
Proceedings of the Human-Computer Interaction. Users and Applications, 2011

Transmission control policy design for decentralized detection in tree topology sensor networks.
Proceedings of the 14th International Conference on Information Fusion, 2011

Transmission Control Policy design for decentralized detection in sensor networks.
Proceedings of the Distributed Computing in Sensor Systems, 2011

Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis.
Proceedings of the Advances in Artificial Intelligence, 2011

Knowledge Construction with Causal Concept Maps in a Teachable Agent Environment.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Investigating the Relationship between Dialogue Responsiveness and Learning in a Teachable Agent Environment.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Virtual Manipulatives in a Computer-Based Learning Environment: How Experimental Data Informs the Design of Future Systems.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Scaffolding to Support Learning of Ecology in Simulation Environments.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

Modeling Learner's Cognitive and Metacognitive Strategies in an Open-Ended Learning Environment.
Proceedings of the Advances in Cognitive Systems, 2011

2010
Special Issue on Model-Based Diagnostics.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010

A Comprehensive Diagnosis Methodology for Complex Hybrid Systems: A Case Study on Spacecraft Power Distribution Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010

Measuring Self-Regulated Learning Skills through Social Interactions in a teachable Agent Environment.
Research and Practice in Technology Enhanced Learning, 2010

Reports of the AAAI 2009 Fall Symposia.
AI Magazine, 2010

Visual exploratory data analysis methods to characterize student progress in intelligent learning environments.
Proceedings of the 2010 International Conference on Technology for Education, 2010

Using factored bond graphs for distributed diagnosis of physical systems.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

Are ILEs Ready for the Classroom? Bringing Teachers into the Feedback Loop.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010

Coordination of Planning and Scheduling Techniques for a Distributed, Multi-level, Multi-agent System.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010

Analysis of Productive Learning Behaviors in a Structured Inquiry Cycle Using Hidden Markov Models.
Proceedings of the Educational Data Mining 2010, 2010

Preface: Meta-Cognitive Educational Systems: One Step Forward.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2010

Organizing Committee.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2010

Modeling and Measuring Self-Regulated Learning in Teachable Agent Environments.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2010

2009
A Qualitative Event-Based Approach to Continuous Systems Diagnosis.
IEEE Trans. Contr. Sys. Techn., 2009

An Integrated Planning and Adaptive Resource Management Architecture for Distributed Real-Time Embedded Systems.
IEEE Trans. Computers, 2009

Designing Distributed Diagnosers for Complex Continuous Systems.
IEEE Trans. Automation Science and Engineering, 2009

Construction and Evaluation of Animated Teachable Agents.
Educational Technology & Society, 2009

Intelligent Resource Management and Dynamic Adaptation in a Distributed Real-time and Embedded Sensor Web System.
Proceedings of the 2009 IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2009

Efficient Allocation of Hierarchically-Decomposable Tasks in a Sensor Web Contract Net.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

Generating Possible Conflicts From Bond Graphs Using Temporal Causal Graphs.
Proceedings of the European Conference on Modelling and Simulation, 2009

Maximum likelihood detection with intermittent observations.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Factoring Dynamic Bayesian Networks based on structural observability.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

A Reconfigurable Architecture for Building Intelligent Learning Environments.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009

Preface.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2009

Promoting Motivation and Self-Regulated Learning Skills through Social Interactions in Agent-based Learning Environments.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2009

2008
Diffie-Hellman technique: extended to multiple two-party keys and one multi-party key.
IET Information Security, 2008

Report on the Eighteenth International Workshop on Principles of Diagnosis (DX-07).
AI Magazine, 2008

Designing Learning by Teaching Agents: The Betty's Brain System.
I. J. Artificial Intelligence in Education, 2008

Using Hidden Markov Models to Characterize Student Behaviors in Learning-by-Teaching Environments.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Toward Effective Multi-Capacity Resource Allocation in Distributed Real-Time and Embedded Systems.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

Bringing CBLEs into Classrooms: Experiences with the Betty's Brain System.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

An Integrated Approach to Parametric and Discrete Fault Diagnosis in Hybrid Systems.
Proceedings of the Hybrid Systems: Computation and Control, 11th International Workshop, 2008

Mining Student Behavior Models in Learning-by-Teaching Environments.
Proceedings of the Educational Data Mining 2008, 2008

2007
Model-Based Diagnosis of Hybrid Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2007

Distributed Diagnosis in Formations of Mobile Robots.
IEEE Trans. Robotics, 2007

On the Evolutionary Dynamics of Supply Network Topologies.
IEEE Trans. Engineering Management, 2007

Two-phase electrohydrodynamic simulations using a volume-of-fluid approach.
J. Comput. Physics, 2007

A Decision-Theoretic Planner with Dynamic Component Reconfiguration for Distributed Real-Time Applications.
Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007

Efficient Simulation of Component-Based Hybrid Models Represented as Hybrid Bond Graphs.
Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007

Simulation-Based Game Learning Environments: Building and Sustaining a Fish Tank.
Proceedings of the DIGITEL 2007, 2007

Fault diagnosis of continuous systems using discrete-event methods.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Effect of Metacognitive Support on Student Behaviors in Learning by Teaching Environments.
Proceedings of the Artificial Intelligence in Education, 2007

Workshop on Metacognition and Self-Regulated Learning in ITSs.
Proceedings of the Artificial Intelligence in Education, 2007

Multi-level Methods for Combined Diagnostics and Prognostics.
Proceedings of the Artificial Intelligence for Prognostics, 2007

A Qualitative Approach to Multiple Fault Isolation in Continuous Systems.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
A framework for (re)deploying components in distributed real-time and embedded systems.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Component-oriented modeling of hybrid dynamic systems using the Generic Modeling Environment.
Proceedings of the Joint Meeting of The Fourth Workshop on Model-Based Development of Computrer-Based Systems and The Third International Workshop on Model-based Methodologies for Pervasive and Embedded Software, 2006

The Role of Feedback in Preparation for Future Learning: A Case Study in Learning by Teaching Environments.
Proceedings of the Intelligent Tutoring Systems, 8th International Conference, 2006

Distributed Diagnosis of Coupled Mobile Robots.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Building Efficient simulations from Hybrid bond Graph Models.
Proceedings of the 2nd IFAC Conference on Analysis and Design of Hybrid Systems, 2006

A Decision-Theoretic Planner with Dynamic Compound Reconfiguration for Distributed Real-Time Applications.
Proceedings of the Proceedings, 2006

2005
Introducing embedded software and systems education and advanced learning technology in an engineering curriculum.
ACM Trans. Embedded Comput. Syst., 2005

Learning By Teaching: A New Agent Paradigm For Educational Software.
Applied Artificial Intelligence, 2005

Computer Games as Intelligent Learning Environments: A River Ecosystem Adventure.
Proceedings of the Artificial Intelligence in Education, 2005

Teaching about Dynamic Processes A Teachable Agents Approach.
Proceedings of the Artificial Intelligence in Education, 2005

2004
Simulating Growth Dynamics in Complex Adaptive Supply Networks.
Proceedings of the 36th conference on Winter simulation, 2004

Developing Learning by Teaching Environments That Support Self-Regulated Learning.
Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004

A Multi-Agent Architecture Implementation of Learning by Teaching Systems.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

2003
Next generation modeling III - agents: a multi-paradigm simulator for simulating complex adaptive supply chain networks.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Discrete abstraction and supervisory control of switching systems.
Proceedings of the IEEE International Conference on Systems, 2003

Intelligent user interface design for teachable agent systems.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

Teachable Agents: Learning by Teaching Environments for Science Domains.
Proceedings of the Fifteenth Conference on Innovative Applications of Artificial Intelligence, 2003

2002
Unsupervised Learning with Mixed Numeric and Nominal Data.
IEEE Trans. Knowl. Data Eng., 2002

An approach for fault detection and isolation in dynamic systems from distributed measurements.
IEEE Trans. Instrumentation and Measurement, 2002

A Bayesian approach for structural learning with hidden Markov models.
Scientific Programming, 2002

A Hybrid Modeling and Simulation Methodology for Dynamic Physical Systems.
Simulation, 2002

Matryoshka: A HMM based temporal data clustering methodology for modeling system dynamics.
Intell. Data Anal., 2002

An Approach to Model-Based Diagnosis of Hybrid Systems.
Proceedings of the Hybrid Systems: Computation and Control, 5th International Workshop, 2002

2001
MDS: An Integrated Architecture for Associational and Model-Based Diagnosis.
Appl. Intell., 2001

Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering - A Preliminary Study.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Fault-Adaptive Control: A CBS Application.
Proceedings of the 8th IEEE International Conference on Engineering of Computer-Based Systems (ECBS 2001), 2001

2000
Task planning under uncertainty using a spreading activation network.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2000

Signal interpretation for monitoring and diagnosis, a cooling system testbed.
IEEE Trans. Instrumentation and Measurement, 2000

USCSH: An Active Intelligent Assistance System.
Artif. Intell. Rev., 2000

Reports on the AAAI Spring Symposia (March 1999).
AI Magazine, 2000

A comprehensive methodology for building hybrid models of physical systems.
Artif. Intell., 2000

Building observers to address fault isolation and control problems in hybrid dynamic systems.
Proceedings of the IEEE International Conference on Systems, 2000

Improving clustering with hidden Markov models using Bayesian model selection.
Proceedings of the IEEE International Conference on Systems, 2000

A Bayesian Approach to Temporal Data Clustering using Hidden Markov Models.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Towards Procedures for Systematically Deriving Hybrid Models of Complex Systems.
Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000

Hybrid Systems Diagnosis.
Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000

Bayesian Fault Detection and Diagnosis in Dynamic Systems.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Diagnosis of continuous valued systems in transient operating regions.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1999

Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Building Hybrid Observers for Complex Dynamic Systems Using Model Abstractions.
Proceedings of the Hybrid Systems: Computation and Control, Second International Workshop, 1999

Clustering sequence data using hidden Markov model representation.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

Model-based Support for Mutable Parametric Design Optimization.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
ITERATE: a conceptual clustering algorithm for data mining.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 1998

An Ontology for Transitions in Physical Dynamic Systems.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Combined qualitative-quantitative steady-state diagnosis of continuous-valued systems.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1997

Performance Evaluation of Contract Net-Based Heterarchical Scheduling for Flexible Manufacturing Systems.
Intelligent Automation & Soft Computing, 1997

Formal Specifications for Hybrid Dynamical Systems.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Sliding Mode Model Semantics and Simulation for Hybrid Systems.
Proceedings of the Hybrid Systems V, 1997

Monitoring, Prediction, and Fault Isolation in Dynamic Physical Systems.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Intelligence group report.
Robotics and Autonomous Systems, 1996

Interactive task planning under uncertainty and goal changes.
Robotics and Autonomous Systems, 1996

A Formal Hybrid Modeling Scheme for Handling Discontinuities in Physical System Models.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995
Knowledge-Based Scientific Discovery in Geological Databases.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

1994
Generating Plans To Succeed in Uncertain Environments.
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994

1993
Applying AI Clustering to Engineering Tasks.
IEEE Expert, 1993

Extending Component Connection Modeling for Analyzing Complex Physical Systems.
IEEE Expert, 1993

A Formal Modeling Scheme for Continuous Systems: Focus on Diagnosis.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

1992
Multi-level qualitative reasoning applied to CMOS digital circuits.
AI in Engineering, 1992

Conceptual Clustering with Systematic Missing Values.
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991
Conceptual Clustering and Exploratory Data Analysis.
Proceedings of the Eighth International Workshop (ML91), 1991

1990
Playmaker: a Knowledge-Based Approach to Characterizing hydrocarbon Plays.
IJPRAI, 1990

Belief functions and belief maintenance in artificial intelligence.
Int. J. Approx. Reasoning, 1990

CHECKER: An Efficient Algorithm for Knowledge Base Verification.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

Continuing Adventures in Qualitative Modeling - A Qualitative Heart Model.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

A Belief Management Architecture for Diagnostic Problem Solving.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

1989
Globe-Trotter: an intelligent flight itinerary planner.
IEEE Expert, 1989

Adventures in qualitative modeling-a qualitative heart model.
Proceedings of the IEEE International Conference on Systems, 1989

Qualitative modeling in engineering applications.
Proceedings of the IEEE International Conference on Systems, 1989

The Thought Experiment Approach to Qualitative Physics.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

An intelligent tutoring system for basic set theory.
Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989

Utilizing multilevel models and reasoning for diagnosis of a complex electro-mechanical system.
Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989

An intelligent tutoring system for CMOS digital design.
Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989

Applications of qualitative modeling to knowledge-based risk assessment studies.
Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989

A Rule Network for Efficient Implementation of a Mixed-Initiative Reasoning Scheme.
Proceedings of the Computer Trends in the 1990s, 1989

1988
Using the Dempster-shafer scheme in a diagnostic expert system shell.
Int. J. Approx. Reasoning, 1988

An expert decision support system for production control.
Decision Support Systems, 1988

A Linuistic Transitive Closure Method for Completion and Consistency of Uncertain Knowledge.
Proceedings of the Methodologies for Intelligent Systems, 1988

1987
Oases: An Expert System for Operations Analysis the System for Cause Analysis.
IEEE Trans. Systems, Man, and Cybernetics, 1987

Knowledge-assisted document retrieval: II. The retrieval process.
JASIS, 1987

Knowledge-assisted document retrieval: I. The natural-language interface.
JASIS, 1987

Using the Dempster-Shafer Scheme in a Mixed-Initiative Expert System Shell.
Proceedings of the UAI '87: Proceedings of the Third Annual Conference on Uncertainty in Artificial Intelligence, 1987

Towards the Design of a Knowledge Based System for Hypercarbon Play Analysis.
Proceedings of the Methodologies for Intelligent Systems, 1987

MIDST: An Expert System Shell for Mixed Initiative Reasoning.
Proceedings of the Methodologies for Intelligent Systems, 1987

A response generation mechanism for an intelligent active assistance system.
Proceedings of the 15th ACM Annual Conference on Computer Science, 1987

An assistance system for UNIX text formatters.
Proceedings of the 15th ACM Annual Conference on Computer Science, 1987

1986
Transitive Closures of Fuzzy Thesauri for Information-Retrieval Systems.
International Journal of Man-Machine Studies, 1986

1985
Decision support systems: An expert systems approach.
Decision Support Systems, 1985

Raising User Proficiency Through Active Assistance: An Intelligent Editor.
Proceedings of the Artificial Intelligence Applications, 1985

A Knowledge-Based System Approach to Document Retrieval.
Proceedings of the Artificial Intelligence Applications, 1985

1984
Some experiments in two-dimensional grammatical inference.
Pattern Recognition Letters, 1984

1981
Evaluation of Projection Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1981


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