Gautam Biswas

408 papers A* 15A 36B 45C 46Misc 5Journal 135Unranked 123
YearRankTypeTitle / Venue / Authors
2026 A conf
A Novel Approach to Evaluating the Effectiveness of Large Language Models for Multimodal Analysis of Embodied Learning in Classrooms.
LAK
Joyce Horn Fonteles, Nithin Sivakumaran, Clayton Cohn, Austin Coursey, Shoubin Yu, Elias Stengel-Eskin, Ashwin T. S., Mohit Bansal, Gautam Biswas
2026 J jnl
A Survey of Security Challenges and Solutions for Advanced Air Mobility and eVTOL Aircraft.
CoRR
Mahyar Ghazanfari, Iman Sharifi, Peng Wei, Noah Dahle, Abel Díaz-González, Austin Coursey, Bryce Bjorkman, Cailani Lemieux Mack, Robert Canady, Abenezer Taye, Bryan C. Ward, Xenofon D. Koutsoukos, Gautam Biswas, Maheed H. Ahmed, Hyeong Tae Kim, Mahsa Ghasemi, Vijay Gupta, Filippos Fotiadis, Ufuk Topcu, Junchi Lu, Alfred Chen, Abdul Kareem Ras, Nischal Aryal, Amer Ibrahim, Amir Shirkhodaie, Heber Herencia-Zapana, Saqib Hasan, Isaac Amundson
2026 J jnl
A Survey of Security Challenges and Solutions for UAS Traffic Management (UTM) and small Unmanned Aerial Systems (sUAS).
CoRR
Iman Sharifi, Mahyar Ghazanfari, Abenezer Taye, Peng Wei, Maheed H. Ahmed, Hyeong Tae Kim, Mahsa Ghasemi, Vijay Gupta, Noah Dahle, Robert Canady, Abel Díaz-González, Austin Coursey, Bryce Bjorkman, Cailani Lemieux Mack, Bryan C. Ward, Xenofon D. Koutsoukos, Gautam Biswas, Heber Herencia-Zapana, Saqib Hasan, Isaac Amundson, Filippos Fotiadis, Ufuk Topcu, Junchi Lu, Qi Alfred Chen, Nischal Aryal, Amer Ibrahim, Abdul Karim Ras, Amir Shirkhodaie
2026 A* conf
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
AAAI
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2026 J jnl
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation.
CoRR
Hanchen David Wang, Clayton Cohn, Zifan Xu, Siyuan Guo, Gautam Biswas, Meiyi Ma
2026 J jnl
Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents.
CoRR
Clayton Cohn, Siyuan Guo, Surya Rayala, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Meiyi Ma, Gautam Biswas
2026 J jnl
Real-World Deployment and Assessment of a Multiagent Reinforcement Learning-Based Variable-Speed-Limit Control System.
IEEE Intell. Transp. Syst. Mag.
Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2026 J jnl
Science Literacy: Generative AI as Enabler of Coherence in the Teaching, Learning, and Assessment of Scientific Knowledge and Reasoning.
CoRR
Xiaoming Zhai, James W. Pellegrino, Matias Rojas, Jongchan Park, Matthew Nyaaba, Clayton Cohn, Gautam Biswas
2026 A conf
The Role of LLM-Powered Conversational Agents in Supporting Inquiry in a Narrative-Centered Learning Environment: A Learning Analytics Study.
LAK
Namrata Srivastava, Megan Humburg, Sarah K. Burriss, Shruti Jain, Clayton Cohn, Yeo Jin Kim, Umesh Timalsina, Joshua A. Danish, Cindy E. Hmelo-Silver, Krista D. Glazewski, James C. Lester, Gautam Biswas
2026 A conf
Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning.
LAK
Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, Ashwin T. S., Naveeduddin Mohammed, Haley Noh, Gautam Biswas
2026 J jnl
Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning.
CoRR
Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, T. S. Ashwin, Naveeduddin Mohammed, Hae Young Noh, Gautam Biswas
2025 — conf
1000DaySim: Open-Source Traffic Simulation With Real Data Over Long Time Horizons.
ICCPS
Zhiyao Zhang, Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025 C ed.
36th International Conference on Principles of Diagnosis and Resilient Systems, DX 2025, Nashville, TN, USA, September 22-24, 2025
DX
Marcos Quiñones-Grueiro, Gautam Biswas, Ingo Pill
2025 C conf
A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life.
DX
Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025 J jnl
A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.
CoRR
Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas
2025 J jnl
A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments.
Br. J. Educ. Technol.
Clayton Cohn, Caitlin Snyder, Joyce Horn Fonteles, Ashwin T. S., Justin Montenegro, Gautam Biswas
2025 J jnl
Beyond Instructed Tasks: Recognizing In-the-Wild Reading Behaviors in the Classroom Using Eye Tracking.
CoRR
Eduardo Davalos, Jorge Alberto Salas, Yike Zhang, Namrata Srivastava, Yashvitha Thatigotla, Abbey Gonzales, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 — conf
Challenges of Applying Computer Vision for Emotion Detection in Educational Settings: A Study on Bias.
AIED (6)
T. S. Ashwin, Nihar Sanda, Umesh Timalsina, Gautam Biswas
2025 J jnl
CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring.
CoRR
Clayton Cohn, Nicole Hutchins, Ashwin T. S., Gautam Biswas
2025 C conf
Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (DX Competition).
DX
Austin Coursey, Abel Díaz-González, Marcos Quiñones-Grueiro, Gautam Biswas
2025 J jnl
Designing Gaze Analytics for ELA Instruction: A User-Centered Dashboard with Conversational AI Support.
CoRR
Eduardo Davalos, Yike Zhang, Shruti Jain, Namrata Srivastava, Trieu Truong, Nafees-ul Haque, Tristan Van, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
Integrating Data Science Into Undergraduate Science and Engineering Courses: Lessons Learned by Instructors in a Multiuniversity Research-Practice Partnership.
IEEE Trans. Educ.
Md. Yunus Naseri, Caitlin Snyder, Katherine X. Pérez-Rivera, Sambridhi Bhandari, Habtamu Alemu Workneh, Niroj Aryal, Gautam Biswas, Erin C. Henrick, Erin R. Hotchkiss, Manoj K. Jha, Steven Jiang, Emily C. Kern, Vinod K. Lohani, Landon T. Marston, Christopher P. Vanags, Kang Xia
2025 B conf
Interactive Workshop: Multimodal, Multiparty Learning Analytics (MMLA).
EDM
Peter W. Foltz, Gautam Biswas, Sidney D'Mello
2025 — conf
LLMs as Educational Analysts: Transforming Multimodal Data Traces Into Actionable Reading Assessment Reports.
AIED (2)
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
LLMs as Educational Analysts: Transforming Multimodal Data Traces into Actionable Reading Assessment Reports.
CoRR
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
LearnLens: An AI-Enhanced Dashboard to Support Teachers in Open-Ended Classrooms.
CoRR
Namrata Srivastava, Shruti Jain, Clayton Cohn, Naveeduddin Mohammed, Umesh Timalsina, Gautam Biswas
2025 C conf
Offline Reinforcement Learning Benchmark for Variable Speed Limit Control with Real-World Dataset.
ICMLA
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Gautam Biswas, Daniel B. Work
2025 — conf
On the Design of Safe Continual RL Methods for Control of Nonlinear Systems.
ECC
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025 J jnl
On the Design of Safe Continual RL Methods for Control of Nonlinear Systems.
CoRR
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025 J jnl
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).
CoRR
Clayton Cohn, Surya Rayala, Caitlin Snyder, Joyce Horn Fonteles, Shruti Jain, Naveeduddin Mohammed, Umesh Timalsina, Sarah K. Burriss, Ashwin T. S., Namrata Srivastava, Menton M. Deweese, Angela Eeds, Gautam Biswas
2025 — ed.
Proceedings of the ECAI Workshop on AI-based Planning for Complex Real-World Applications (CAIPI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025.
CAIPI@ECAI
Oliver Niggemann, Gautam Biswas, Andrea Micheli, René Heesch, Alexander Diedrich, Jonas Ehrhardt, Niklas Widulle
2025 — conf
Real-Time Freeway Traffic Anomalous Event Detection System via Radar Detector Sensors.
ICCPS
Austin Coursey, Junyi Ji, Zhiyao Zhang, William Barbour, Marcos Quiñones-Grueiro, Tyler Derr, Gautam Biswas, Daniel B. Work
2025 J jnl
Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System.
CoRR
Yuhang Zhang, Zhiyao Zhang, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Derek Gloudemans, Gergely Zachár, Clay Weston, Gautam Biswas, Daniel B. Work
2025 C conf
Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations.
DX
Abenezer Taye, Austin Coursey, Marcos Quiñones-Grueiro, Chao Hu, Gautam Biswas, Peng Wei
2025 J jnl
Trainee Action Recognition through Interaction Analysis in CCATT Mixed-Reality Training.
CoRR
Divya Mereddy, Marcos Quiñones-Grueiro, T. S. Ashwin, Eduardo Davalos, Gautam Biswas, Kent Etherton, Tyler Davis, Katelyn Kay, Jill Lear, Benjamin Goldberg
2025 J jnl
Video-Based Performance Evaluation for ECR Drills in Synthetic Training Environments.
CoRR
Surya Rayala, Marcos Quiñones-Grueiro, Naveeduddin Mohammed, Ashwin T. S., Benjamin Goldberg, Randall Spain, Paige Lawton, Gautam Biswas
2025 J jnl
WEBEYETRACK: Scalable Eye-Tracking for the Browser via On-Device Few-Shot Personalization.
CoRR
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Yashvitha Thatigotla, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Amanda Goodwin, T. S. Ashwin, Gautam Biswas
2024 — conf
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.
ICMI Companion
Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas
2024 A* conf
A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science.
AAAI
Clayton Cohn, Nicole Hutchins, Tuan Le, Gautam Biswas
2024 J jnl
A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science.
CoRR
Clayton Cohn, Nicole Hutchins, Tuan Le, Gautam Biswas
2024 — conf
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
AIED (2)
Joyce Horn Fonteles, Eduardo Davalos, T. S. Ashwin, Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas
2024 J jnl
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
CoRR
Joyce Horn Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas
2024 J jnl
AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24.
CoRR
Oliver Niggemann, Gautam Biswas, Alexander Diedrich, Jonas Ehrhardt, René Heesch, Niklas Widulle
2024 — conf
An On-Board Off-Board Framework for Online Replanning: Applied to UAVs in Urban Environments.
ICAART (1)
Timothy Darrah, Jeremy Frank, Marcos Quiñones-Grueiro, Gautam Biswas
2024 A conf
Analyzing Students Collaborative Problem-Solving Behaviors in Synergistic STEM+C Learning.
LAK
Caitlin Snyder, Nicole M. Hutchins, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas
2024 J jnl
Co-designing teacher support technology for problem-based learning in middle school science.
Br. J. Educ. Technol.
Nicole M. Hutchins, Gautam Biswas
2024 C conf
Combining Multimodal Analyses of Students' Emotional and Cognitive States to Understand Their Learning Behaviors.
ICCE
Ashwin T. S., Caitlin Snyder, Celestine E. Akpanoko, Srigowri M. P., Gautam Biswas
2024 C conf
Data-Driven RUL Prediction Using Performance Metrics (Short Paper).
DX
Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Chetan S. Kulkarni, Gautam Biswas
2024 C conf
Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments.
ICCE
Joyce Horn Fonteles, Namrata Srivastava, Eduardo Davalos, Ashwin T. S., Gautam Biswas
2024 A conf
Exploring Confusion and Frustration as Non-linear Dynamical Systems.
LAK
Elizabeth B. Cloude, Anabil Munshi, Juliana Ma. Alexandra L. Andres, Jaclyn Ocumpaugh, Ryan S. Baker, Gautam Biswas
2024 A* conf
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection.
NeurIPS
Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024 J jnl
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection.
CoRR
Austin Coursey, Junyi Ji, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, Daniel B. Work
2024 — conf
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers.
ITSC
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024 J jnl
Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers.
CoRR
Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Daniel B. Work
2024 C conf
GazeViz: A Web-Based Approach for Visualizing Learner Gaze Patterns in Online Educational Environment.
ICCE
Eduardo Davalos, Namrata Srivastava, Yike Zhang, Amanda Goodwin, Gautam Biswas
2024 C conf
Hybrid Control Framework of UAVs Under Varying Wind and Payload Conditions.
ACC
Austin Coursey, Allan Zhang, Marcos Quiñones-Grueiro, Gautam Biswas
2024 — conf
Identifying and Mitigating Algorithmic Bias in Student Emotional Analysis.
AIED (2)
T. S. Ashwin, Gautam Biswas
2024 B conf
Investigating the Relations between Students' Affective States and the Coherence in their Activities in Open-Ended Learning Environments.
EDM
Celestine E. Akpanoko, Ashwin T. S., Grayson Cordell, Gautam Biswas
2024 J jnl
MARVEL: Bringing Multi-Agent Reinforcement- Learning Based Variable Speed Limit Controllers Closer to Deployment.
IEEE Access
Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2024 J jnl
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review.
CoRR
Clayton Cohn, Eduardo Davalos, Caleb Vatral, Joyce Horn Fonteles, Hanchen David Wang, Meiyi Ma, Gautam Biswas
2024 — conf
Phase Re-Service in Reinforcement Learning Traffic Signal Control.
ITSC
Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2024 J jnl
Phase Re-service in Reinforcement Learning Traffic Signal Control.
CoRR
Zhiyao Zhang, George Gunter, Marcos Quiñones-Grueiro, Yuhang Zhang, William Barbour, Gautam Biswas, Daniel B. Work
2024 Misc conf
Promoting Equitable Learning Outcomes for Underserved Students in Open-Ended Learning Environments.
IDC
Joyce Horn Fonteles, Celestine E. Akpanoko, Pamela J. Wisniewski, Gautam Biswas
2024 C conf
Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection.
DX
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2024 B conf
Relating Students Cognitive Processes and Learner-Centered Emotions: An Advanced Deep Learning Approach.
ICMI
Ashwin T. S., Gautam Biswas
2024 J jnl
The AI Institute for Engaged Learning.
AI Mag.
James C. Lester, Mohit Bansal, Gautam Biswas, Cindy E. Hmelo-Silver, Jeremy Roschelle, Jonathan P. Rowe
2024 J jnl
The learning analytics of computational scientific modeling with self-explanation for subgoals and demonstration scaffolding.
Comput. Educ.
Cai-Ting Wen, Chen-Chung Liu, Ching-Yuan Li, Ming-Hua Chang, Shih-Hsun Fan Chiang, Hung-Ming Lin, Fu-Kwun Hwang, Gautam Biswas
2024 J jnl
Towards A Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis.
CoRR
Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas
2024 — conf
Towards a Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis.
AIED Companion (2)
Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas
2023 J jnl
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances.
CoRR
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023 — conf
A Theoretical Framework for Multimodal Learner Modeling and Performance Analysis in Experiential Learning Environments.
AI-GEL@AIED
Caleb Vatral, Gautam Biswas, Benjamin Goldberg
2023 J jnl
Analysing adaptive scaffolds that help students develop self-regulated learning behaviours.
J. Comput. Assist. Learn.
Anabil Munshi, Gautam Biswas, Ryan Baker, Jaclyn Ocumpaugh, Stephen Hutt, Luc Paquette
2023 C conf
Anomaly Detection for Multi-Zone Buildings Using Cluster-Trained LSTM Autoencoders.
CoDIT
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas, Timothy Darrah
2023 B conf
ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing.
IEEE Big Data
Eduardo Davalos, Umesh Timalsina, Yike Zhang, Jiayi Wu, Joyce Horn Fonteles, Gautam Biswas
2023 B conf
Cooperative Multi-Agent Reinforcement Learning for Large Scale Variable Speed Limit Control.
SMARTCOMP
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Zhiyao Zhang, Joshua Scherer, Gautam Biswas, Daniel B. Work
2023 — conf
Evaluation of Traffic Signal Control at Varying Demand Levels: A Comparative Study.
ITSC
Zhiyao Zhang, Marcos Quiñones-Grueiro, William Barbour, Yuhang Zhang, Gautam Biswas, Daniel B. Work
2023 A conf
Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs.
LAK
Eduardo Davalos, Caleb Vatral, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas, Naveeduddin Mohammed, Madison Lee, Daniel T. Levin
2023 J jnl
MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits.
CoRR
Yuhang Zhang, Marcos Quiñones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel B. Work
2023 C conf
Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems.
CoDIT
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023 J jnl
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems.
CoRR
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2023 B conf
On Learning Data-Driven Models For In-Flight Drone Battery Discharge Estimation From Real Data.
SMARTCOMP
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2023 — conf
Prediction of Students' Self-confidence Using Multimodal Features in an Experiential Nurse Training Environment.
AIED (Posters/Late Breaking Results/...)
Caleb Vatral, Madison Lee, Clayton Cohn, Eduardo Davalos, Daniel T. Levin, Gautam Biswas
2023 A conf
Using Teacher Dashboards to Customize Lesson Plans for a Problem-Based, Middle School STEM Curriculum.
LAK
Nicole Hutchins, Gautam Biswas
2022 C conf
Adaptive Scaffolding to Support Strategic Learning in an Open-Ended Learning Environment.
ICCE
Anabil Munshi, Gautam Biswas, Eduardo Davalos, Olivia Logan, Gayathri Narasimham, Marian Rushdy
2022 J jnl
Analyzing Adaptive Scaffolds that Help Students Develop Self-Regulated Learning Behaviors.
CoRR
Anabil Munshi, Gautam Biswas
2022 — conf
Assessing Students' Knowledge Co-construction Behaviors in a Collaborative Computational Modeling Environment.
AIED (2)
Caitlin Snyder, Cai-Ting Wen, Gautam Biswas
2022 A* conf
Concurrent Policy Blending and System Identification for Generalized Assistive Control.
ICRA
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2022 J jnl
Concurrent Policy Blending and System Identification for Generalized Assistive Control.
CoRR
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2022 C conf
Data-Driven Learning Control for Building Energy Management.
ACC
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2022 — conf
Improving Automated Evaluation of Formative Assessments with Text Data Augmentation.
AIED (1)
Keith Cochran, Clayton Cohn, Nicole Hutchins, Gautam Biswas, Peter M. Hastings
2022 J jnl
Measuring and Analyzing Students' Strategic Learning Behaviors in Open-Ended Learning Environments.
Int. J. Artif. Intell. Educ.
Ningyu Zhang, Gautam Biswas, Nicole Hutchins
2022 — conf
Quantifying the impact of driver compliance on the effectiveness of variable speed limits and lane control systems.
ITSC
Yuhang Zhang, Marcos Quiñones-Grueiro, William Barbour, Clay Weston, Gautam Biswas, Dan Work
2022 — conf
Reinforcement learning-based HVAC supervisory control of a multi-zone building- A real case study.
CCTA
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2022 J jnl
Using the DiCoT framework for integrated multimodal analysis in mixed-reality training environments.
Frontiers Artif. Intell.
Caleb Vatral, Gautam Biswas, Clayton Cohn, Eduardo Davalos, Naveeduddin Mohammed
2021 — conf
A Machine Learning-Based External Assessment Engine for GIFT to Support Team Training in Dismounted Battle Drill Operations.
TTW@AIED
Caleb Vatral, Naveeduddin Mohammed, Gautam Biswas
2021 — conf
Affect-Targeted Interviews for Understanding Student Frustration.
AIED (1)
Ryan S. Baker, Nidhi Nasiar, Jaclyn L. Ocumpaugh, Stephen Hutt, Juliana Ma. Alexandra L. Andres, Stefan Slater, Matthew Schofield, Allison L. Moore, Luc Paquette, Anabil Munshi, Gautam Biswas
2021 J jnl
Can Strategic Behaviour Facilitate Confusion Resolution? The Interplay Between Confusion and Metacognitive Strategies in Betty's Brain.
J. Learn. Anal.
Yingbin Zhang, Luc Paquette, Ryan S. Baker, Jaclyn Ocumpaugh, Nigel Bosch, Gautam Biswas, Anabil Munshi
2021 J jnl
Examining Student Regulation of Collaborative, Computational, Problem-Solving Processes in Open-Ended Learning Environments.
J. Learn. Anal.
Mona Emara, Nicole Hutchins, Shuchi Grover, Caitlin Snyder, Gautam Biswas
2021 — conf
Fault Tolerant Control combining Reinforcement Learning and Model-based Control
SysTol
Luke Bhan, Marcos Quiñones-Grueiro, Gautam Biswas
2021 — conf
RT-METER: a real-time, multi-layer cyber-power testbed for resiliency analysis.
MSCPES@CPSIoTWeek
Hussain M. Mustafa, Mohini Bariya, K. S. Sajan, Ajay Chhokra, Anurag Srivastava, Abhishek Dubey, Alexandra von Meier, Gautam Biswas
2021 — conf
Sensitivity and robustness of end-to-end data-driven approach for building performance optimization.
BuildSys
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2021 B conf
Sharpest Tool in the Shed: Investigating SMART Models of Self-Regulation and their Impact on Learning.
EDM
Stephen Hutt, Jaclyn Ocumpaugh, Juliana Ma. Alexandra L. Andres, Nigel Bosch, Luc Paquette, Gautam Biswas, Ryan Baker
2021 A* conf
Students' Verbalized Metacognition During Computerized Learning.
CHI
Nigel Bosch, Yingbin Zhang, Luc Paquette, Ryan Baker, Jaclyn Ocumpaugh, Gautam Biswas
2021 — conf
Transfer reinforcement learning for fault-tolerant control by re-using optimal policies.
SysTol
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2021 C conf
Using Qualitative Data from Targeted Interviews to Inform Rapid AIED Development.
ICCE
Jaclyn Ocumpaugh, Stephen Hutt, Juliana Ma. Alexandra L. Andres, Ryan Baker, Gautam Biswas
2021 B conf
Who's Stopping You? - Using Microanalysis to Explore the Impact of Science Anxiety on Self-Regulated Learning Operations.
CogSci
Stephen Hutt, Jaclyn Ocumpaugh, Juliana Ma. Alexandra L. Andres, Anabil Munshi, Nigel Bosch, Ryan S. Baker, Yingbin Zhang, Luc Paquette, Stefan Slater, Gautam Biswas
2020 — conf
"Doing Physics" And "Doing Code": Students' Framing During Computational Modeling in Physics.
ICLS
Luke Conlin, Nicole Hutchins, Shuchi Grover, Gautam Biswas
2020 A conf
A Hands-On Cybersecurity Curriculum Using a Robotics Platform.
SIGCSE
Bernard Yett, Nicole Hutchins, Gordon Stein, Hamid Zare, Caitlin Snyder, Gautam Biswas, Mary Metelko, Ákos Lédeczi
2020 J jnl
A Relearning Approach to Reinforcement Learning for Control of Smart Buildings.
CoRR
Avisek Naug, Marcos Quiñones-Grueiro, Gautam Biswas
2020 B conf
Adapting Educational Technologies Across Learner Populations: A Usability Study with Adolescents on the Autism Spectrum.
CogSci
Xiaoman Zi, Shiyao Li, Roxanne Rashedi, Marian Rushdy, Ben Lane, Shitanshu Mishra, Gautam Biswas, Amy Swanson, Amy Kinsman, Nicole Bardett, Zachary Warren, Pablo Juárez, Maithilee Kunda
2020 J jnl
Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control.
CoRR
Ibrahim Ahmed, Hamed Khorasgani, Gautam Biswas
2020 J jnl
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control.
CoRR
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020 — conf
Computational Thinking in Support of Learning and Transfer.
ICLS
Nicole Hutchins, Gautam Biswas, Rachel Wolf, Doris B. Chin, Shuchi Grover, Kristen Pilner Blair
2020 J jnl
Domain-Specific Modeling Languages in Computer-Based Learning Environments: a Systematic Approach to Support Science Learning through Computational Modeling.
Int. J. Artif. Intell. Educ.
Nicole M. Hutchins, Gautam Biswas, Ningyu Zhang, Caitlin Snyder, Ákos Lédeczi, Miklós Maróti
2020 — conf
Evaluating Student Learning in a Synchronous, Collaborative Programming Environment Through Log-Based Analysis of Projects.
AIED (2)
Bernard Yett, Nicole Hutchins, Caitlin Snyder, Ningyu Zhang, Shitanshu Mishra, Gautam Biswas
2020 — conf
Examining Students' Debugging and Regulation Processes During Collaborative Computational Modeling in Science.
ICLS
Mona Emara, Shuchi Grover, Nicole Hutchins, Gautam Biswas, Caitlin Snyder
2020 — conf
Exploring Synergistic Learning Processes Through Collaborative Learner-to-Learner Questioning.
ICLS
Caitlin Snyder, Nicole Hutchins, Gautam Biswas, Shitanshu Mishra, Mona Emara
2020 — conf
Exploring the Relationship Between Collaborative Discourse, Programming Actions, and Cybersecurity and Computational Thinking Knowledge.
TALE
Bernard Yett, Caitlin Snyder, Nicole Hutchins, Gautam Biswas
2020 J jnl
Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning.
CoRR
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020 — conf
Integrating STEM and Computing in PK-12: Operationalizing Computational Thinking for STEM Learning and Assessment.
ICLS
Shuchi Grover, Gautam Biswas, Amanda Dickes, Amy Voss Farris, Pratim Sengupta, Beth Covitt, Kristin Gunckel, Alan Berkowitz, John Moore, Golnaz Arastoopour Irgens, Michael Horn, Uri Wilensky, Shari Metcalf, Soobin Jeon, Chris Dede, Gillian Puttick, Debra Bernstein, Kristen B. Wendell, Ethan Danahy, Michael P. Cassidy, Fayette Shaw, Daniel Damelin, Steve Roderick, A. Lynn Stephens, Namsoo Shin, Irene A. Lee, Emma Anderson, Ximena Dominguez, Phil Vahey, Aman Yadav, Kathryn Rich, Christina V. Schwarz, Rachel A. Larimore, Paulo Blikstein
2020 J jnl
Knowledge distilling based model compression and feature learning in fault diagnosis.
Appl. Soft Comput.
Wenfeng Zhang, Gautam Biswas, Qi Zhao, Hongbo Zhao, Wenquan Feng
2020 — conf
Modeling the Relationships Between Basic and Achievement Emotions in Computer-Based Learning Environments.
AIED (1)
Anabil Munshi, Shitanshu Mishra, Ningyu Zhang, Luc Paquette, Jaclyn Ocumpaugh, Ryan S. Baker, Gautam Biswas
2020 J jnl
Multilevel Learner Modeling in Training Environments for Complex Decision Making.
IEEE Trans. Learn. Technol.
Gautam Biswas, Ramkumar Rajendran, Naveeduddin Mohammed, Benjamin S. Goldberg, Robert A. Sottilare, Keith Brawner, Michael Hoffman
2020 — conf
Opportunities and Challenges in Developing Technology-Based Social Skills Interventions for Youth With Autism Spectrum Disorder: A Qualitative Analysis of Parent Perspectives.
ICLS
Roxanne Rashedi, Kemberlee Bonnet, Rebecca Schulte, David Schlundt, Amy Swanson, Amy Kinsman, Nicole Bardett, Zachary Warren, Pablo Juárez, Gautam Biswas, Maithilee Kunda
2020 J jnl
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning.
CoRR
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
2020 J jnl
Sensor selection for fault diagnosis in uncertain systems.
Int. J. Control
Daniel Jung, Yi Dong, Erik Frisk, Mattias Krysander, Gautam Biswas
2020 — conf
Studying the Interactions Between Science, Engineering, and Computational Thinking in a Learning-by-Modeling Environment.
AIED (1)
Ningyu Zhang, Gautam Biswas, Kevin W. McElhaney, Satabdi Basu, Elizabeth A. McBride, Jennifer L. Chiu
2020 A conf
The relationship between confusion and metacognitive strategies in Betty's Brain.
LAK
Yingbin Zhang, Luc Paquette, Ryan S. Baker, Jaclyn Ocumpaugh, Nigel Bosch, Anabil Munshi, Gautam Biswas
2020 — conf
Towards Obtaining Facial Proxies for Gaze behaviour in TEL.
ICLS
Kshitij Sharma, Shitanshu Mishra, Zacharoula K. Papamitsiou, Anabil Munshi, Bikram Kumar De, Gautam Biswas, Michail N. Giannakos
2020 — conf
Turning Bugs into Learning Opportunities: Understanding Debugging Processes, Perspectives, and Pedagogies.
ICLS
Yasmin B. Kafai, Gautam Biswas, Nicole Hutchins, Caitlin Snyder, Karen Brennan, Paulina Haduong, Kayla DesPortes, Morgan M. Fong, Virginia J. Flood, Oia Walker-van Aalst, David DeLiema, Deborah A. Fields, Melissa S. Gresalfi, Corey E. Brady, Selena Steinberg, Madison Knowe, Diana Franklin, Merijke Coenraad, David Weintrop, Donna Eatinger, Jen Palmer, Michelle Hoda Wilkerson, Collette Roberto, Nicole Bulalacao, Joshua A. Danish
2020 — conf
Understanding Collaborative Question Posing During Computational Modeling in Science.
AIED (2)
Caitlin Snyder, Nicole M. Hutchins, Gautam Biswas, Mona Emara, Bernard Yett, Shitanshu Mishra
2020 — conf
Using Computational Modeling to Integrate Science and Engineering Curricular Activities.
ICLS
Kevin W. McElhaney, Ningyu Zhang, Satabdi Basu, Elizabeth A. McBride, Gautam Biswas, Jennie Chiu
2020 — conf
Using Epistemic Networks to Analyze Self-regulated Learning in an Open-Ended Problem-Solving Environment.
ICQE
Luc Paquette, Theodore Grant, Yingbin Zhang, Gautam Biswas, Ryan Baker
2020 C conf
Using Log and Discourse Analysis to Improve Understanding of Collaborative Programming.
ICCE
Bernard Yett, Caitlin Snyder, Ningyu Zhang, Nicole Hutchins, Shitanshu Mishra, Gautam Biswas
2019 — conf
A Systematic Approach for Analyzing Students' Computational Modeling Processes in C2STEM.
AIED (2)
Nicole Hutchins, Gautam Biswas, Shuchi Grover, Satabdi Basu, Caitlin Snyder
2019 A conf
Affect Sequences and Learning in Betty's Brain.
LAK
Juliana Ma. Alexandra L. Andres, Jaclyn Ocumpaugh, Ryan S. Baker, Stefan Slater, Luc Paquette, Yang Jiang, Shamya Karumbaiah, Nigel Bosch, Anabil Munshi, Allison L. Moore, Gautam Biswas
2019 — conf
Analyzing Students' Design Solutions in an NGSS-Aligned Earth Sciences Curriculum.
AIED (1)
Ningyu Zhang, Gautam Biswas, Jennifer L. Chiu, Kevin W. McElhaney
2019 — conf
Analyzing Students' Synergistic Learning Processes in Physics and CT by Collaborative Discourse Analysis.
CSCL
Caitlin Snyder, Nicole Hutchins, Gautam Biswas, Mona Emara, Shuchi Grover, Luke Conlin
2019 — conf
Approximate Q-learning approach for Health Aware Control Design.
SysTol
Mayank S. Jha, Didier Theilliol, Gautam Biswas, Philippe Weber
2019 A conf
Integrating Computational Modeling in K-12 STEM Classrooms.
SIGCSE
Gautam Biswas, Nicole Hutchins, Ákos Lédeczi, Shuchi Grover, Satabdi Basu
2019 B conf
Online Energy Management in Commercial Buildings using Deep Reinforcement Learning.
SMARTCOMP
Avisek Naug, Ibrahim Ahmed, Gautam Biswas
2019 — conf
Personalization in OELEs: Developing a Data-Driven Framework to Model and Scaffold SRL Processes.
AIED (2)
Anabil Munshi, Gautam Biswas
2019 A conf
Teaching Cybersecurity with Networked Robots.
SIGCSE
Ákos Lédeczi, Miklós Maróti, Hamid Zare, Bernard Yett, Nicole Hutchins, Brian Broll, Péter Völgyesi, Michael B. Smith, Timothy Darrah, Mary Metelko, Xenofon D. Koutsoukos, Gautam Biswas
2019 — conf
Understanding Students' Model Building Strategies Through Discourse Analysis.
AIED (2)
Caitlin Snyder, Nicole Hutchins, Gautam Biswas, Shuchi Grover
2018 — conf
A Data Driven Method for Prediction of Energy Demand in Commercial Buildings.
CASE
Avisek Naug, Gautam Biswas
2018 — conf
A Design-Based Approach to a Classroom-Centered OELE.
AIED (2)
Nicole Hutchins, Gautam Biswas, Miklos Maroti, Ákos Lédeczi, Brian Broll
2018 — conf
A Principled Approach to Designing Assessments That Integrate Science and Computational Thinking.
ICLS
Satabdi Basu, Kevin W. McElhaney, Shuchi Grover, Christopher J. Harris, Gautam Biswas
2018 C conf
A Temporal Model of Learner Behaviors in OELEs using Process Mining.
ICCE
Ramkumar Rajendran, Anabil Munshi, Mona Emara, Gautam Biswas
2018 J jnl
A methodology for monitoring smart buildings with incomplete models.
Appl. Soft Comput.
Hamed Khorasgani, Gautam Biswas
2018 J jnl
Combining expert knowledge and unsupervised learning techniques for anomaly detection in aircraft flight data.
Autom.
Daniel L. C. Mack, Gautam Biswas, Hamed Khorasgani, Dinkar Mylaraswamy, Raj Bharadwaj
2018 B conf
Data Driven Methods for Energy Reduction in Large Buildings.
SMARTCOMP
Avisek Naug, Gautam Biswas
2018 J jnl
Do Students' Learning Behaviors Differ when they Collaborate in Open-Ended Learning Environments?
Proc. ACM Hum. Comput. Interact.
Mona Emara, Ramkumar Rajendran, Gautam Biswas, Mahmod Okasha, Adel Alsaeid Elbanna
2018 — conf
Expert Feature-Engineering vs. Deep Neural Networks: Which Is Better for Sensor-Free Affect Detection?
AIED (1)
Yang Jiang, Nigel Bosch, Ryan S. Baker, Luc Paquette, Jaclyn Ocumpaugh, Juliana Ma. Alexandra L. Andres, Allison L. Moore, Gautam Biswas
2018 B conf
How Are Students' Emotions Associated with the Accuracy of Their Note Taking and Summarizing During Learning with ITSs?
ITS
Michelle Taub, Nicholas V. Mudrick, Ramkumar Rajendran, Yi Dong, Gautam Biswas, Roger Azevedo
2018 A conf
Modeling Learners' Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments.
UMAP
Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Gautam Biswas, Ryan S. Baker, Luc Paquette
2018 B conf
Predicting Learning by Analyzing Eye-Gaze Data of Reading Behavior.
EDM
Ramkumar Rajendran, Anurag Kumar, Kelly E. Carter, Daniel T. Levin, Gautam Biswas
2018 J jnl
Structural Fault Detection and Isolation in Hybrid Systems.
IEEE Trans Autom. Sci. Eng.
Hamed Khorasgani, Gautam Biswas
2018 C conf
Studying Synergistic Learning of Physics and Computational Thinking in a Learning by Modeling Environment.
ICCE
Nicole Hutchins, Gautam Biswas, Luke Conlin, Mona Emara, Shuchi Grover, Satabdi Basu, Kevin W. McElhaney
2018 — conf
Studying the Interactions between Components of Self Regulated Learning in Open Ended Learning Environments.
ICLS
Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Allison L. Moore, Gautam Biswas
2018 — conf
Understanding Students' Problem-Solving Strategies in a Synergistic Learning-by-Modeling Environment.
AIED (2)
Ningyu Zhang, Gautam Biswas
2017 C conf
A combined model-based and data-driven approach for monitoring smart buildings.
DX
Hamed Khorasgani, Gautam Biswas
2017 B conf
An Extended Learner Modeling Method to Assess Students' Learning Behaviors.
EDM
Yi Dong, Gautam Biswas
2017 — conf
Analyzing Students' Collaborative Regulation Behaviors in a Classroom-Integrated Open Ended Learning Environment.
CSCL
Mona Emara, Michael Tscholl, Yi Dong, Gautam Biswas
2017 A conf
Characterizing Students' Learning Behaviors Using Unsupervised Learning Methods.
AIED
Ningyu Zhang, Gautam Biswas, Yi Dong
2017 J jnl
Contextual Markup and Mining in Digital Games for Science Learning: Connecting Player Behaviors to Learning Goals.
IEEE Trans. Learn. Technol.
John S. Kinnebrew, Stephen S. Killingsworth, Douglas B. Clark, Gautam Biswas, Pratim Sengupta, James Minstrell, Mario Martinez-Garza, Kara Krinks
2017 — ch.
Datenanalyse in der intelligenten Fabrik.
Handbuch Industrie 4.0 (2)
Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte
2017 — conf
Incident analysis and prediction using clustering and Bayesian network.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Geoffrey Pettet, Saideep Nannapaneni, Benjamin Stadnick, Abhishek Dubey, Gautam Biswas
2017 J jnl
Integrating Model-Driven and Data-Driven Techniques for Analyzing Learning Behaviors in Open-Ended Learning Environments.
IEEE Trans. Learn. Technol.
John S. Kinnebrew, James René Segedy, Gautam Biswas
2017 J jnl
Learner modeling for adaptive scaffolding in a Computational Thinking-based science learning environment.
User Model. User Adapt. Interact.
Satabdi Basu, Gautam Biswas, John S. Kinnebrew
2017 J jnl
Learning Bayesian Network Structures to Augment Aircraft Diagnostic Reference Models.
IEEE Trans Autom. Sci. Eng.
Daniel L. C. Mack, Gautam Biswas, Xenofon D. Koutsoukos, Dinkar Mylaraswamy
2017 A conf
Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model.
AAMAS
Ayan Mukhopadhyay, Yevgeniy Vorobeychik, Abhishek Dubey, Gautam Biswas
2016 J jnl
A qualitative event-based approach to multiple fault diagnosis in continuous systems using structural model decomposition.
Eng. Appl. Artif. Intell.
Matthew J. Daigle, Aníbal Bregón, Xenofon D. Koutsoukos, Gautam Biswas, Belarmino Pulido
2016 B conf
Behavior Changes Across Time and Between Populations in Open-Ended Learning Environments.
ITS
Brian C. Gauch, Gautam Biswas
2016 B conf
Comparison of Selection Criteria for Multi-Feature Hierarchical Activity Mining in Open Ended Learning Environments.
EDM
Yi Dong, John S. Kinnebrew, Gautam Biswas
2016 J jnl
Comparison of state estimation techniques for nonlinear hybrid systems.
Simul.
Gan Zhou, Gautam Biswas, Wenfeng Zhang, Qi Zhao, Wenquan Feng
2016 C conf
Data Collection in Open Ended Learning Environment for Learning Analytics.
ICCE
Michael Tscholl, Ramkumar Rajendran, Gautam Biswas, Benjamin S. Goldberg, Robert A. Sottilare
2016 C conf
Detecting Metacognitive Strategies through Performance Analyses in Open-­­Ended Learning Environments.
ICCE
Michael Tscholl, Gautam Biswas, Benjamin Goldberg, Robert A. Sottilare
2016 J jnl
From Design to Implementation to Practice a Learning by Teaching System: Betty's Brain.
Int. J. Artif. Intell. Educ.
Gautam Biswas, James René Segedy, Kritya Bunchongchit
2016 J jnl
Identifying middle school students' challenges in computational thinking-based science learning.
Res. Pract. Technol. Enhanc. Learn.
Satabdi Basu, Gautam Biswas, Pratim Sengupta, Amanda Dickes, John S. Kinnebrew, Douglas B. Clark
2016 J jnl
Methodologies for system-level remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Hamed Khorasgani, Gautam Biswas, Shankar Sankararaman
2016 C conf
Modeling Learners' Metacognitive Skills in Open Ended Learning Environments.
ICCE
Ramkumar Rajendran, Gautam Biswas
2016 — conf
Providing Adaptive Scaffolds and Measuring Their Effectiveness in Open Ended Learning Environments.
ICLS
Satabdi Basu, Gautam Biswas
2016 A* conf
Using Multiple Representations to Simultaneously Learn Computational Thinking and Middle School Science.
AAAI
Satabdi Basu, Gautam Biswas, John S. Kinnebrew
2015 C conf
A Bayesian Framework for Fault Diagnosis of Hybrid Linear Systems.
DX
Gan Zhou, Gautam Biswas, Wenquan Feng, Hongbo Zhao, XiuMei Guan
2015 C conf
A Comparsion Of State Estimation Algorithms For Hybrid Systems.
ECMS
Gan Zhou, Wenquan Feng, Gautam Biswas, Wenfeng Zhang, XiuMei Guan
2015 B conf
Behavior Prediction in MOOCs using Higher Granularity Temporal Information.
L@S
Cheng Ye, John S. Kinnebrew, Gautam Biswas, Brent J. Evans, Douglas H. Fisher, Gayathri Narasimham, Katherine A. Brady
2015 J jnl
Cloud-hosted simulation-as-a-service for high school STEM education.
Simul. Model. Pract. Theory
Faruk Caglar, Shashank Shekhar, Aniruddha S. Gokhale, Satabdi Basu, Tazrian Rafi, John S. Kinnebrew, Gautam Biswas
2015 A conf
Coherence Over Time: Understanding Day-to-Day Changes in Students' Open-Ended Problem Solving Behaviors.
AIED
James Segedy, John S. Kinnebrew, Gautam Biswas
2015 C conf
Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.
DX
Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte
2015 — conf
Demonstration: Using GIFT to Support Students' Understanding of the UrbanSim Counter Insurgency Simulation.
AIED Workshops
James René Segedy, John S. Kinnebrew, Gautam Biswas
2015 — conf
Designing Representations and Support for Metacognition in the Generalized Intelligent Framework for Tutoring.
HCI (15)
James René Segedy, John S. Kinnebrew, Benjamin S. Goldberg, Robert A. Sottilare, Gautam Biswas
2015 B conf
Learning Behavior Characterization with Multi-Feature, Hierarchical Activity Sequences.
EDM
Cheng Ye, John S. Kinnebrew, James René Segedy, Gautam Biswas
2015 C conf
Minimal Structurally Overdetermined Sets Selection for Distributed Fault Detection.
DX
Hamed Khorasgani, Gautam Biswas, Daniel E. Jung
2015 J jnl
Model-Based Design of Tree WSNs for Decentralized Detection.
Sensors
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2015 C conf
Relations between modeling behavior and learn- ing in a Computational Thinking based science learning environment.
ICCE
Satabdi Basu, Gautam Biswas, John S. Kinnebrew, Tazrian Rafi
2015 A conf
Studying Student Use of Self-Regulated Learning Tools in an Open-Ended Learning Environment.
AIED
John S. Kinnebrew, Brian C. Gauch, James Segedy, Gautam Biswas
2015 — conf
Towards Using Coherence Analysis to Scaffold Students in Open-Ended Learning Environments.
AIED Workshops
James René Segedy, Gautam Biswas
2014 J jnl
A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Aníbal Bregón, Gautam Biswas, Belarmino Pulido, Carlos Alonso González, Hamed Khorasgani
2014 — conf
A Differential Approach for Identifying Important Student Learning Behavior Patterns with Evolving Usage over Time.
PAKDD Workshops
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas, Chih-Kai Chang
2014 J jnl
A Model-Based Behavior Analysis Approach for Open-Ended Environments.
J. Educ. Technol. Soc.
James Segedy, Gautam Biswas, Brian Sulcer
2014 — conf
An approach to parallelizing the simulation of complicated modelica models.
SummerSim
Joshua D. Carl, Gautam Biswas, Sandeep Neema, Ted Bapty
2014 J jnl
An event-based distributed diagnosis framework using structural model decomposition.
Artif. Intell.
Aníbal Bregón, Matthew J. Daigle, Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos, Belarmino Pulido
2014 B conf
Assessing Student Performance in a Computational-Thinking Based Science Learning Environment.
Intelligent Tutoring Systems
Satabdi Basu, John S. Kinnebrew, Gautam Biswas
2014 J jnl
Cross-layer design for decentralized detection in WSNs.
EURASIP J. Adv. Signal Process.
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2014 J jnl
Early Prediction of Student Dropout and Performance in MOOCs using Higher Granularity Temporal Information.
J. Learn. Anal.
Cheng Ye, Gautam Biswas
2014 — conf
Enhancing Self-Regulated Learning through Metacognitively-Aware Intelligent Tutoring Systems.
ICLS
Benjamin S. Goldberg, Robert A. Sottilare, Ido Roll, Susanne P. Lajoie, Eric G. Poitras, Gautam Biswas, James René Segedy, John S. Kinnebrew, Elaine Stampfer Wiese, Yanjin Long, Vincent Aleven, Kenneth R. Koedinger, Phil Winne
2014 J jnl
Graphical methods for diagnosis of dynamic systems: Review.
Annu. Rev. Control.
Belkacem Ould Bouamama, Gautam Biswas, Rui Loureiro, Rochdi Merzouki
2014 — conf
Investigating Student Generated Computational Models of Science.
ICLS
Satabdi Basu, Anton Dukeman, John S. Kinnebrew, Gautam Biswas, Pratim Sengupta
2014 B conf
Mining and Identifying Relationships Among Sequential Patterns in Multi-Feature, Hierarchical Learning Activity Data.
EDM
Cheng Ye, John S. Kinnebrew, Gautam Biswas
2014 — conf
Robust residual selection for fault detection.
CDC
Hamed Khorasgani, Daniel E. Jung, Gautam Biswas, Erik Frisk, Mattias Krysander
2014 J jnl
Using Coherence Analysis to Characterize Self-Regulated Learning Behaviours in Open-Ended Learning Environments.
J. Learn. Anal.
James René Segedy, John S. Kinnebrew, Gautam Biswas
2014 — conf
Using a Cognitive/Metacognitive Task Model to Analyze Students Learning Behaviors.
HCI (25)
Gautam Biswas, John S. Kinnebrew, James René Segedy
2013 A conf
A Computational Thinking Approach to Learning Middle School Science.
AIED
Satabdi Basu, Gautam Biswas
2013 — conf
A Differential Temporal Interestingness Measure for Identifying the Learning Behavior Effects of Scaffolding.
AIED Workshops
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas
2013 A* conf
A transition model for cognitions about agency.
HRI
Daniel T. Levin, Julie A. Adams, Megan M. Saylor, Gautam Biswas
2013 — conf
Adaptive Multi-Agent Architecture to Track Students' Self-Regulated Learning.
AIED Workshops
Babak Khosravifar, Roger Azevedo, Reza Feyzi-Behnagh, Michelle Taub, Gautam Biswas, John S. Kinnebrew
2013 B conf
An Investigation of the Effect of Competition on the Way Students Engage in Game-Based Deliberate Practice.
ICALT
Maria Mendiburo, Laura K. Williams, James Segedy, Mason Wright, Gautam Biswas, Ted S. Hasselbring
2013 B conf
Analyzing Students' Metacognitive Strategies in Open-Ended Learning Environments.
CogSci
Gautam Biswas, John S. Kinnebrew, James Segedy
2013 B conf
CTSiM: A Computational Thinking Environment for Learning Science through Simulation and Modeling.
CSEDU
Satabdi Basu, Amanda Dickes, John S. Kinnebrew, Pratim Sengupta, Gautam Biswas
2013 — conf
Digital Games and Science Learning: Design Principles and Processes to Augment Commercial Game Design Conventions.
AIED Workshops
Douglas B. Clark, Stephen S. Killingsworth, Mario Martinez-Garza, Grant Van Eaton, Gautam Biswas, John S. Kinnebrew, Pratim Sengupta, Kara Krinks, Deanne Adams, Haifeng Zhang, James Hughes
2013 J jnl
Guest Editorial: Special Section on Learning Systems for Science and Technology Education.
IEEE Trans. Learn. Technol.
Bert Bredeweg, Bruce M. McLaren, Gautam Biswas
2013 A conf
Guided Skill Practice as an Adaptive Scaffolding Strategy in Open-Ended Learning Environments.
AIED
James Segedy, Gautam Biswas, Emily Feitl Blackstock, Akailah Jenkins
2013 C conf
How do students' learning behaviors evolve in Scaffolded Open-Ended Learning Environments?
ICCE
Gautam Biswas, John S. Kinnebrew, Daniel L. C. Mack
2013 J jnl
Integrating computational thinking with K-12 science education using agent-based computation: A theoretical framework.
Educ. Inf. Technol.
Pratim Sengupta, John S. Kinnebrew, Satabdi Basu, Gautam Biswas, Douglas B. Clark
2013 B conf
Mining Temporally-Interesting Learning Behavior Patterns.
EDM
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas
2013 A conf
Model-driven assessment of learners in open-ended learning environments.
LAK
James Segedy, Kirk M. Loretz, Gautam Biswas
2013 C conf
Modeling And Simulation Semantics For Building Large-Scale Multi-Domain Embedded Systems.
ECMS
Joshua D. Carl, Zsolt Lattman, Gautam Biswas
2013 J jnl
Preface.
Int. J. Artif. Intell. Educ.
Gautam Biswas, Susan Bull
2013 J jnl
Shallow strategy development in a teachable agent environment designed to support self-regulated learning.
Comput. Educ.
Rod D. Roscoe, James Segedy, Brian Sulcer, Hogyeong Jeong, Gautam Biswas
2013 — conf
Smart Open-Ended Learning Environments That Support Learners Cognitive and Metacognitive Processes.
CHI-KDD
Gautam Biswas, James Segedy, John S. Kinnebrew
2013 — conf
Suggest-Assert-Modify: A Taxonomy of Adaptive Scaffolds in Computer-Based Learning Environments.
AIED Workshops
James Segedy, Kirk M. Loretz, Gautam Biswas
2013 — conf
Teaching Computational Thinking Skills in C3STEM with Traffic Simulation.
CHI-KDD
Anton Dukeman, Faruk Caglar, Shashank Shekhar, John S. Kinnebrew, Gautam Biswas, Douglas H. Fisher, Aniruddha S. Gokhale
2013 J jnl
Using the Dempster-Shafer Scheme in a Diagnostic Expert System Shell
CoRR
Gautam Biswas, Tejwansh S. Anand
2013 A conf
Workshop on Scaffolding in Open-Ended Learning Environments (OELEs).
AIED
Gautam Biswas, Roger Azevedo, Valerie Shute, Susan Bull
2013 A conf
Workshop on Self-Regulated Learning in Educational Technologies (SRL@ET): Supporting, Modeling, Evaluating, and Fostering Metacognition with Computer-Based Learning Environments.
AIED
Amali Weerasinghe, Benedict du Boulay, Gautam Biswas
2012 B conf
A Cross-Layer Design for Decentralized Detection in Tree Sensor Networks.
DCOSS
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2012 J jnl
A Decomposition Method for Nonlinear Parameter Estimation in TRANSCEND.
IEEE Trans. Syst. Man Cybern. Part A
Aníbal Bregón, Gautam Biswas, Belarmino Pulido
2012 C conf
A Science Learning Environment using a Computational Thinking Approach.
ICCE
Satabdi Basu, John S. Kinnebrew, Amanda Dickes, Amy Voss Farris, Pratim Sengupta, Jaymes Winger, Gautam Biswas
2012 J jnl
Aircraft Power Generators: Hybrid Modeling and Simulation for Fault Detection.
IEEE Trans. Aerosp. Electron. Syst.
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2012 — conf
Design-Based Research in Practice: A Technology-Based Classroom Experiment that Explores How Students Use Virtual Manipulatives to Order Groups of Fractions.
ICLS
Maria Mendiburo, Gautam Biswas, Ted S. Hasselbring
2012 J jnl
Diagnosability Analysis Considering Causal Interpretations for Differential Constraints.
IEEE Trans. Syst. Man Cybern. Part A
Erik Frisk, Aníbal Bregón, Jan Åslund, Mattias Krysander, Belarmino Pulido, Gautam Biswas
2012 B conf
Identifying Learning Behaviors by Contextualizing Differential Sequence Mining with Action Features and Performance Evolution.
EDM
John S. Kinnebrew, Gautam Biswas
2012 B conf
Identifying Students' Characteristic Learning Behaviors in an Intelligent Tutoring System Fostering Self-Regulated Learning.
EDM
François Bouchet, John S. Kinnebrew, Gautam Biswas, Roger Azevedo
2012 — conf
Integrating Computational Thinking with K-12 Science Education - A Theoretical Framework.
CSEDU (2)
Pratim Sengupta, John S. Kinnebrew, Gautam Biswas, Douglas B. Clark
2012 B conf
Interactive Virtual Representations, Fractions, and Formative Feedback.
ITS
Maria Mendiburo, Brian Sulcer, Gautam Biswas, Ted S. Hasselbring
2012 — conf
Prognostics Health Management and Physics Based Failure Models for Electrolytic Capacitors.
Infotech@Aerospace
Chetan S. Kulkarni, Jose Celaya, Gautam Biswas, Kai Goebel
2012 B conf
Relating Student Performance to Action Outcomes and Context in a Choice-Rich Learning Environment.
ITS
James Segedy, John S. Kinnebrew, Gautam Biswas
2012 J jnl
Substitutive competition: Virtual pets as competitive buffers to alleviate possible negative influence on pupils.
Br. J. Educ. Technol.
Zhi-Hong Chen, Chih-Yueh Chou, Gautam Biswas, Tak-Wai Chan
2012 — conf
Supporting Student Learning using Conversational Agents in a Teachable Agent Environment.
ICLS
James Segedy, John S. Kinnebrew, Gautam Biswas
2011 C conf
A Scaffolding framework to support learning in multi-agent based simulation environments.
ICCE
Satabdi Basu, Gautam Biswas
2011 A ed.
Artificial Intelligence in Education - 15th International Conference, AIED 2011, Auckland, New Zealand, June 28 - July 2011
AIED
Gautam Biswas, Susan Bull, Judy Kay, Antonija Mitrovic
2011 — conf
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis.
CAEPIA
Carlos J. Alonso-González, Noemi Moya Alonso, Gautam Biswas
2011 J jnl
Efficient simulation of hybrid systems: A hybrid bond graph approach.
Simul.
Indranil Roychoudhury, Matthew J. Daigle, Gautam Biswas, Xenofon D. Koutsoukos
2011 J jnl
Identification of critical inspection samples among railroad wheels by similarity-based agglomerative clustering.
Integr. Comput. Aided Eng.
Brant Stratman, Sankaran Mahadevan, Cen Li, Gautam Biswas
2011 A conf
Investigating the Relationship between Dialogue Responsiveness and Learning in a Teachable Agent Environment.
AIED
James Segedy, John S. Kinnebrew, Gautam Biswas
2011 A conf
Knowledge Construction with Causal Concept Maps in a Teachable Agent Environment.
AIED
James Segedy, John S. Kinnebrew, Gautam Biswas
2011 — conf
Modeling Learner's Cognitive and Metacognitive Strategies in an Open-Ended Learning Environment.
AAAI Fall Symposium: Advances in Cognitive Systems
James René Segedy, John S. Kinnebrew, Gautam Biswas
2011 C conf
Multiple representations to support learning of complex ecological processes in simulation environments.
ICCE
Satabdi Basu, Gautam Biswas
2011 J jnl
Reports of the AAAI 2010 Fall Symposia.
AI Mag.
Roger Azevedo, Gautam Biswas, Dan Bohus, Ted Carmichael, Mark A. Finlayson, Mirsad Hadzikadic, Catherine Havasi, Eric Horvitz, Takayuki Kanda, Oluwasanmi Koyejo, William F. Lawless, Douglas B. Lenat, Felipe Meneguzzi, Bilge Mutlu, Jean Oh, Roberto Pirrone, Antoine Raux, Donald A. Sofge, Gita Sukthankar, Benjamin Van Durme
2011 A conf
Scaffolding to Support Learning of Ecology in Simulation Environments.
AIED
Satabdi Basu, Gautam Biswas, Pratim Sengupta
2011 — conf
The Interaction of Children's Concepts about Agents and Their Ability to Use an Agent-Based Tutoring System.
HCI (4)
Alicia M. Hymel, Daniel T. Levin, Jonathan Barrett, Megan M. Saylor, Gautam Biswas
2011 B conf
Transmission Control Policy design for decentralized detection in sensor networks.
DCOSS
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2011 C conf
Transmission control policy design for decentralized detection in tree topology sensor networks.
FUSION
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2011 A conf
Virtual Manipulatives in a Computer-Based Learning Environment: How Experimental Data Informs the Design of Future Systems.
AIED
Maria Mendiburo, Gautam Biswas
2010 — ed.
2010 Third IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning, DIGITEL 2010, Kaohsiung, Taiwan, April 12-16, 2010
DIGITEL
Gautam Biswas, Diane Carr, Yam San Chee, Wu-Yuin Hwang
2010 J jnl
A Comprehensive Diagnosis Methodology for Complex Hybrid Systems: A Case Study on Spacecraft Power Distribution Systems.
IEEE Trans. Syst. Man Cybern. Part A
Matthew J. Daigle, Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos, Ann Patterson-Hine, Scott Poll
2010 B conf
Analysis of Productive Learning Behaviors in a Structured Inquiry Cycle Using Hidden Markov Models.
EDM
Hogyeong Jeong, Gautam Biswas, Julie Johnson, Larry Howard
2010 B conf
Are ILEs Ready for the Classroom? Bringing Teachers into the Feedback Loop.
Intelligent Tutoring Systems (2)
James Segedy, Brian Sulcer, Gautam Biswas
2010 — conf
Coordination of Planning and Scheduling Techniques for a Distributed, Multi-level, Multi-agent System.
ICAART (2)
John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas, Douglas C. Schmidt
2010 J jnl
Measuring Self-Regulated Learning Skills through Social Interactions in a teachable Agent Environment.
Res. Pract. Technol. Enhanc. Learn.
Gautam Biswas, Hogyeong Jeong, John S. Kinnebrew, Brian Sulcer, Rod D. Roscoe
2010 — conf
Modeling and Measuring Self-Regulated Learning in Teachable Agent Environments.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
John S. Kinnebrew, Gautam Biswas, William Brian Sulcer
2010 — conf
Organizing Committee.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
Roberto Pirrone, Roger Azevedo, Gautam Biswas
2010 — conf
Preface: Meta-Cognitive Educational Systems: One Step Forward.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
Roberto Pirrone, Roger Azevedo, Gautam Biswas
2010 J jnl
Reports of the AAAI 2009 Fall Symposia.
AI Mag.
Roger Azevedo, Trevor J. M. Bench-Capon, Gautam Biswas, Ted Carmichael, Nancy L. Green, Mirsad Hadzikadic, Oluwasanmi Koyejo, Unmesh Kurup, Simon Parsons, Roberto Pirrone, Henry Prakken, Alexei V. Samsonovich, Donia Scott, Richard Souvenir
2010 J jnl
Special Issue on Model-Based Diagnostics.
IEEE Trans. Syst. Man Cybern. Part A
Peter Struss, Gregory M. Provan, Johan de Kleer, Gautam Biswas
2010 — conf
Using factored bond graphs for distributed diagnosis of physical systems.
SpringSim
Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos
2010 — conf
Visual exploratory data analysis methods to characterize student progress in intelligent learning environments.
T4E
Gautam Biswas, Brian Sulcer
2009 J jnl
A Qualitative Event-Based Approach to Continuous Systems Diagnosis.
IEEE Trans. Control. Syst. Technol.
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2009 A conf
A Reconfigurable Architecture for Building Intelligent Learning Environments.
AIED
Joseph G. Linn, James Segedy, Hogyeong Jeong, Benjamin Podgursky, Gautam Biswas
2009 J jnl
An Integrated Planning and Adaptive Resource Management Architecture for Distributed Real-Time Embedded Systems.
IEEE Trans. Computers
Nishanth Shankaran, John S. Kinnebrew, Xenofon D. Koutsoukos, Chenyang Lu, Douglas C. Schmidt, Gautam Biswas
2009 J jnl
Construction and Evaluation of Animated Teachable Agents.
J. Educ. Technol. Soc.
Bobby Bodenheimer, Betsy Williams, Mattie Ruth Kramer, Karun Viswanath, Ramya Balachandran, Kadira Belynne, Gautam Biswas
2009 J jnl
Designing Distributed Diagnosers for Complex Continuous Systems.
IEEE Trans Autom. Sci. Eng.
Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos
2009 C conf
Detection using intermittent observations for passive wireless sensors.
ACC
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2009 — conf
Efficient Allocation of Hierarchically-Decomposable Tasks in a Sensor Web Contract Net.
IAT
John S. Kinnebrew, Gautam Biswas
2009 — conf
Factoring Dynamic Bayesian Networks based on structural observability.
CDC
Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos
2009 C conf
Generating Possible Conflicts From Bond Graphs Using Temporal Causal Graphs.
ECMS
Aníbal Bregón, Belarmino Pulido, Gautam Biswas, Xenofon D. Koutsoukos
2009 C conf
Intelligent Resource Management and Dynamic Adaptation in a Distributed Real-time and Embedded Sensor Web System.
ISORC
John S. Kinnebrew, William Otte, Nishanth Shankaran, Gautam Biswas, Douglas C. Schmidt
2009 Misc conf
Maximum likelihood detection with intermittent observations.
CISS
Ashraf Tantawy, Xenofon D. Koutsoukos, Gautam Biswas
2009 — conf
Preface.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
Roberto Pirrone, Roger Azevedo, Gautam Biswas
2009 — conf
Promoting Motivation and Self-Regulated Learning Skills through Social Interactions in Agent-based Learning Environments.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
Gautam Biswas, Hogyeong Jeong, Rod D. Roscoe, Brian Sulcer
2008 — conf
An Integrated Approach to Parametric and Discrete Fault Diagnosis in Hybrid Systems.
HSCC
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2008 B conf
Bringing CBLEs into Classrooms: Experiences with the Betty's Brain System.
ICALT
John Wagster, Henry Kwong, Gautam Biswas, Daniel L. Schwartz
2008 J jnl
Designing Learning by Teaching Agents: The Betty's Brain System.
Int. J. Artif. Intell. Educ.
Krittaya Leelawong, Gautam Biswas
2008 J jnl
Diffie-Hellman technique: extended to multiple two-party keys and one multi-party key.
IET Inf. Secur.
Gautam Biswas
2008 B conf
Mining Student Behavior Models in Learning-by-Teaching Environments.
EDM
Hogyeong Jeong, Gautam Biswas
2008 J jnl
Report on the Eighteenth International Workshop on Principles of Diagnosis (DX-07).
AI Mag.
Gautam Biswas, Xenofon D. Koutsoukos
2008 C conf
Toward Effective Multi-Capacity Resource Allocation in Distributed Real-Time and Embedded Systems.
ISORC
Nilabja Roy, John S. Kinnebrew, Nishanth Shankaran, Gautam Biswas, Douglas C. Schmidt
2008 B conf
Using Hidden Markov Models to Characterize Student Behaviors in Learning-by-Teaching Environments.
Intelligent Tutoring Systems
Hogyeong Jeong, Amit Gupta, Rod D. Roscoe, John Wagster, Gautam Biswas, Daniel L. Schwartz
2007 C conf
A Decision-Theoretic Planner with Dynamic Component Reconfiguration for Distributed Real-Time Applications.
ISADS
John S. Kinnebrew, Ankit Gupta, Nishanth Shankaran, Gautam Biswas, Douglas C. Schmidt
2007 A* conf
A Qualitative Approach to Multiple Fault Isolation in Continuous Systems.
AAAI
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2007 J jnl
Distributed Diagnosis in Formations of Mobile Robots.
IEEE Trans. Robotics
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2007 A conf
Effect of Metacognitive Support on Student Behaviors in Learning by Teaching Environments.
AIED
Jason Tan, John Wagster, Yanna Wu, Gautam Biswas
2007 — conf
Efficient Simulation of Component-Based Hybrid Models Represented as Hybrid Bond Graphs.
HSCC
Matthew J. Daigle, Indranil Roychoudhury, Gautam Biswas, Xenofon D. Koutsoukos
2007 — conf
Fault diagnosis of continuous systems using discrete-event methods.
CDC
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2007 J jnl
Model-Based Diagnosis of Hybrid Systems.
IEEE Trans. Syst. Man Cybern. Part A
Sriram Narasimhan, Gautam Biswas
2007 — conf
Multi-level Methods for Combined Diagnostics and Prognostics.
AAAI Fall Symposium: Artificial Intelligence for Prognostics
Gautam Biswas, Sankaran Mahadevan
2007 J jnl
On the Evolutionary Dynamics of Supply Network Topologies.
IEEE Trans. Engineering Management
Surya Dev Pathak, David M. Dilts, Gautam Biswas
2007 — conf
Simulation-Based Game Learning Environments: Building and Sustaining a Fish Tank.
DIGITEL
Jason Tan, Gautam Biswas
2007 J jnl
Two-phase electrohydrodynamic simulations using a volume-of-fluid approach.
J. Comput. Phys.
Gaurav Tomar, Daniel Gerlach, Gautam Biswas, Norbert Alleborn, Ashutosh Sharma, Franz Durst, Samuel W. J. Welch, Antonio Delgado
2007 A conf
Workshop on Metacognition and Self-Regulated Learning in ITSs.
AIED
Ido Roll, Vincent Aleven, Roger Azevedo, Ryan Shaun Joazeiro de Baker, Gautam Biswas, Cristina Conati, Amanda Harris, Rosemary Luckin, Antonija Mitrovic, Tom Murray, Barbara White, Philip H. Winne
2006 A* conf
A Decision-Theoretic Planner with Dynamic Compound Reconfiguration for Distributed Real-Time Applications.
AAAI
John S. Kinnebrew, Nishanth Shankaran, Gautam Biswas, Douglas C. Schmidt
2006 Misc conf
A framework for (re)deploying components in distributed real-time and embedded systems.
SAC
Nishanth Shankaran, Jaiganesh Balasubramanian, Douglas C. Schmidt, Gautam Biswas, Patrick J. Lardieri, Ed Mulholland, Thomas Damiano
2006 — conf
Building Efficient simulations from Hybrid bond Graph Models.
ADHS
Christopher D. Beers, Eric-Jan Manders, Gautam Biswas, Pieter J. Mosterman
2006 — conf
Component-oriented modeling of hybrid dynamic systems using the Generic Modeling Environment.
MDB/MOMPES
Eric-Jan Manders, Gautam Biswas, Nagabhushan Mahadevan, Gabor Karsai
2006 A* conf
Distributed Diagnosis of Coupled Mobile Robots.
ICRA
Matthew J. Daigle, Xenofon D. Koutsoukos, Gautam Biswas
2006 B conf
The Role of Feedback in Preparation for Future Learning: A Case Study in Learning by Teaching Environments.
Intelligent Tutoring Systems
Jason Tan, Gautam Biswas
2005 C conf
A hybrid control system design and implementation for a three tank testbed.
CCA
Jian Wu, Gautam Biswas, Sherif Abdelwahed, Eric-Jan Manders
2005 A conf
Computer Games as Intelligent Learning Environments: A River Ecosystem Adventure.
AIED
Jason Tan, Christopher D. Beers, Ruchi Gupta, Gautam Biswas
2005 J jnl
Introducing embedded software and systems education and advanced learning technology in an engineering curriculum.
ACM Trans. Embed. Comput. Syst.
Janos Sztipanovits, Gautam Biswas, Ken Frampton, Aniruddha S. Gokhale, Larry Howard, Gabor Karsai, Tak-John Koo, Xenofon D. Koutsoukos, Douglas C. Schmidt
2005 J jnl
Learning By Teaching: A New Agent Paradigm For Educational Software.
Appl. Artif. Intell.
Gautam Biswas, Krittaya Leelawong, Daniel L. Schwartz, Nancy Vye
2005 C conf
Robust state-based supervisory control of discrete event systems.
CCA
Sherif Abdelwahed, Gabor Karsai, Gautam Biswas
2005 A conf
Teaching about Dynamic Processes A Teachable Agents Approach.
AIED
Ruchi Gupta, Yanna Wu, Gautam Biswas
2004 B conf
A Multi-Agent Architecture Implementation of Learning by Teaching Systems.
ICALT
Karun Viswanath, Bilikiss Adebiyi, Krittaya Leelawong, Gautam Biswas
2004 B conf
Developing Learning by Teaching Environments That Support Self-Regulated Learning.
Intelligent Tutoring Systems
Gautam Biswas, Krittaya Leelawong, Kadira Belynne, Karun Viswanath, Daniel L. Schwartz, Joan M. Davis
2004 Misc conf
Simulating Growth Dynamics in Complex Adaptive Supply Networks.
WSC
Surya Dev Pathak, David M. Dilts, Gautam Biswas
2003 B conf
Discrete abstraction and supervisory control of switching systems.
SMC
Rong Su, Sherif Abdelwahed, Gabor Karsai, Gautam Biswas
2003 A conf
Intelligent user interface design for teachable agent systems.
IUI
Joan M. Davis, Krittaya Leelawong, Kadira Belynne, Bobby Bodenheimer, Gautam Biswas, Nancy Vye, John D. Bransford
2003 A conf
Intelligent user interface design for teachable agent systems.
IUI
Joan M. Davis, Krittaya Leelawong, Kadira Belynne, Gautam Biswas, Nancy Vye, Bobby Bodenheimer, John D. Bransford
2003 A* conf
Model-based Diagnosis of Hybrid Systems.
IJCAI
Sriram Narasimhan, Gautam Biswas
2003 Misc conf
Next generation modeling III - agents: a multi-paradigm simulator for simulating complex adaptive supply chain networks.
WSC
Surya Dev Pathak, David M. Dilts, Gautam Biswas
2003 C conf
Teachable Agents: Learning by Teaching Environments for Science Domains.
IAAI
Krittaya Leelawong, Karun Viswanath, Joan M. Davis, Gautam Biswas, Nancy Vye, Kadira Belynne, John D. Bransford
2002 J jnl
A Bayesian approach for structural learning with hidden Markov models.
Sci. Program.
Cen Li, Gautam Biswas
2002 J jnl
A Hybrid Modeling and Simulation Methodology for Dynamic Physical Systems.
Simul.
Pieter J. Mosterman, Gautam Biswas
2002 — conf
An Approach to Model-Based Diagnosis of Hybrid Systems.
HSCC
Sriram Narasimhan, Gautam Biswas
2002 J jnl
An approach for fault detection and isolation in dynamic systems from distributed measurements.
IEEE Trans. Instrum. Meas.
Eric-Jan Manders, Lee A. Barford, Gautam Biswas
2002 J jnl
Matryoshka: A HMM based temporal data clustering methodology for modeling system dynamics.
Intell. Data Anal.
Cen Li, Gautam Biswas, Mike B. Dale, Pat Dale
2002 — conf
Online safety control of a class of hybrid systems.
CDC
Sherif Abdelwahed, Gabor Karsai, Gautam Biswas
2002 J jnl
Unsupervised Learning with Mixed Numeric and Nominal Data.
IEEE Trans. Knowl. Data Eng.
Cen Li, Gautam Biswas
2001 B conf
Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering - A Preliminary Study.
IDA
Cen Li, Gautam Biswas, Mike B. Dale, Pat Dale
2001 — conf
Fault-Adaptive Control: A CBS Application.
ECBS
Gabor Karsai, Gautam Biswas, Tal Pasternak, Sriram Narasimhan, Gábor Péceli, Gyula Simon, Tamás Kovácsházy
2001 J jnl
MDS: An Integrated Architecture for Associational and Model-Based Diagnosis.
Appl. Intell.
Xudong Yu, Gautam Biswas, Jerry B. Weinberg
2000 A* conf
A Bayesian Approach to Temporal Data Clustering using Hidden Markov Models.
ICML
Cen Li, Gautam Biswas
2000 J jnl
A comprehensive methodology for building hybrid models of physical systems.
Artif. Intell.
Pieter J. Mosterman, Gautam Biswas
2000 — conf
Bayesian Fault Detection and Diagnosis in Dynamic Systems.
AAAI/IAAI
Uri Lerner, Ronald Parr, Daphne Koller, Gautam Biswas
2000 B conf
Building observers to address fault isolation and control problems in hybrid dynamic systems.
SMC
Sriram Narasimhan, Gautam Biswas, Gabor Karsai, Tal Pasternak, Feng Zhao
2000 — conf
Hybrid Systems Diagnosis.
HSCC
Sheila A. McIlraith, Gautam Biswas, Dan Clancy, Vineet Gupta
2000 B conf
Improving clustering with hidden Markov models using Bayesian model selection.
SMC
Cen Li, Gautam Biswas
2000 J jnl
Reports on the AAAI Spring Symposia (March 1999).
AI Mag.
David J. Musliner, Barney Pell, Wolff Dobson, Kai Goebel, Gautam Biswas, Sheila A. McIlraith, Giuseppina C. Gini, Sven Koenig, Shlomo Zilberstein, Weixiong Zhang
2000 J jnl
Signal interpretation for monitoring and diagnosis, a cooling system testbed.
IEEE Trans. Instrum. Meas.
Eric-Jan Manders, Gautam Biswas, Pieter J. Mosterman, Lee A. Barford, Robert Joel Barnett
2000 J jnl
Task planning under uncertainty using a spreading activation network.
IEEE Trans. Syst. Man Cybern. Part A
Sugato Bagchi, Gautam Biswas, Kazuhiko Kawamura
2000 — conf
Towards Procedures for Systematically Deriving Hybrid Models of Complex Systems.
HSCC
Pieter J. Mosterman, Gautam Biswas
2000 J jnl
USCSH: An Active Intelligent Assistance System.
Artif. Intell. Rev.
Manton M. Matthews, Walter Pharr, Gautam Biswas, Harish Neelakandan
1999 — conf
Building Hybrid Observers for Complex Dynamic Systems Using Model Abstractions.
HSCC
Pieter J. Mosterman, Gautam Biswas
1999 — conf
Clustering sequence data using hidden Markov model representation.
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Cen Li, Gautam Biswas
1999 J jnl
Diagnosis of continuous valued systems in transient operating regions.
IEEE Trans. Syst. Man Cybern. Part A
Pieter J. Mosterman, Gautam Biswas
1999 — conf
Model-based Support for Mutable Parametric Design Optimization.
AAAI/IAAI
Ravi Kapadia, Gautam Biswas
1999 B conf
Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification.
IDA
Cen Li, Gautam Biswas
1998 — conf
An Ontology for Transitions in Physical Dynamic Systems.
AAAI/IAAI
Pieter J. Mosterman, Feng Zhao, Gautam Biswas
1998 J jnl
ITERATE: a conceptual clustering algorithm for data mining.
IEEE Trans. Syst. Man Cybern. Part C
Gautam Biswas, Jerry B. Weinberg, Douglas H. Fisher
1997 J jnl
Combined qualitative-quantitative steady-state diagnosis of continuous-valued systems.
IEEE Trans. Syst. Man Cybern. Part A
Gautam Biswas, Ravi Kapadia, Xudong Yu
1997 A conf
Conceptual Clustering with Numeric-and-Nominal Mixed Data - A New Similarity Based System.
AISTATS
Cen Li, Gautam Biswas
1997 — conf
Formal Specifications for Hybrid Dynamical Systems.
IJCAI (1)
Pieter J. Mosterman, Gautam Biswas
1997 — conf
Monitoring, Prediction, and Fault Isolation in Dynamic Physical Systems.
AAAI/IAAI
Pieter J. Mosterman, Gautam Biswas
1997 J jnl
Performance Evaluation of Contract Net-Based Heterarchical Scheduling for Flexible Manufacturing Systems.
Intell. Autom. Soft Comput.
Ashraf Saad, Kazuhiko Kawamura, Gautam Biswas
1997 — conf
Sliding Mode Model Semantics and Simulation for Hybrid Systems.
Hybrid Systems
Pieter J. Mosterman, Feng Zhao, Gautam Biswas
1996 — conf
A Formal Hybrid Modeling Scheme for Handling Discontinuities in Physical System Models.
AAAI/IAAI, Vol. 2
Pieter J. Mosterman, Gautam Biswas
1996 J jnl
Intelligence group report.
Robotics Auton. Syst.
Gautam Biswas, Tamio Arai, Moenes Iskarous
1996 J jnl
Interactive task planning under uncertainty and goal changes.
Robotics Auton. Syst.
Sugato Bagchi, Gautam Biswas, Kazuhiko Kawamura
1995 A* conf
Knowledge-Based Scientific Discovery in Geological Databases.
KDD
Cen Li, Gautam Biswas
1994 — conf
Generating Plans To Succeed in Uncertain Environments.
AIPS
Sugato Bagchi, Gautam Biswas, Kazuhiko Kawamura
1993 A* conf
A Formal Modeling Scheme for Continuous Systems: Focus on Diagnosis.
IJCAI
Gautam Biswas, Xudong Yu
1993 J jnl
Applying AI Clustering to Engineering Tasks.
IEEE Expert
Douglas H. Fisher, Ling Xu, James R. Carnes, Yoram Reich, Steven J. Fenves, Jason Chen, Richard G. Shiavi, Gautam Biswas, Jerry B. Weinberg
1993 J jnl
Extending Component Connection Modeling for Analyzing Complex Physical Systems.
IEEE Expert
Gautam Biswas, Stefanos Manganaris, Xudong Yu
1992 — conf
Conceptual Clustering with Systematic Missing Values.
ML
Jerry B. Weinberg, Gautam Biswas, Glenn R. Koller
1992 J jnl
Multi-level qualitative reasoning applied to CMOS digital circuits.
Artif. Intell. Eng.
Neeraj Kaul, Gautam Biswas, Bharat L. Bhuva
1991 — conf
Conceptual Clustering and Exploratory Data Analysis.
ML
Gautam Biswas, Jerry B. Weinberg, Qian Yang, Glenn R. Koller
1990 — conf
A Belief Management Architecture for Diagnostic Problem Solving.
IEA/AIE (Vol. 1)
N. Serdar Uckun, Benoit M. Dawant, Gautam Biswas, Kazuhiko Kawamura
1990 J jnl
Belief functions and belief maintenance in artificial intelligence.
Int. J. Approx. Reason.
Prakash P. Shenoy, Gautam Biswas
1990 — conf
CHECKER: An Efficient Algorithm for Knowledge Base Verification.
IEA/AIE (Vol. 2)
Xudong Yu, Gautam Biswas
1990 — conf
Continuing Adventures in Qualitative Modeling - A Qualitative Heart Model.
IEA/AIE (Vol. 1)
Jerry B. Weinberg, Gautam Biswas, N. Serdar Uckun
1990 J jnl
Playmaker: a Knowledge-Based Approach to Characterizing hydrocarbon Plays.
Int. J. Pattern Recognit. Artif. Intell.
Gautam Biswas, Xudong Yu, William J. Hagins, James C. Bezdek, John Strobel, Christopher G. St. C. Kendall, Robert L. Cannon
1989 — conf
A Rule Network for Efficient Implementation of a Mixed-Initiative Reasoning Scheme.
ACM Conference on Computer Science
Gautam Biswas, Xudong Yu
1989 B conf
Adventures in qualitative modeling-a qualitative heart model.
SMC
Jerry B. Weinberg, Gautam Biswas, Lori A. Weinberg
1989 — conf
An intelligent tutoring system for CMOS digital design.
IEA/AIE (2)
Neeraj Kaul, C. J. Kee, Gautam Biswas
1989 — conf
An intelligent tutoring system for basic set theory.
IEA/AIE (2)
Jingwei Xia, Gautam Biswas
1989 — conf
Applications of qualitative modeling to knowledge-based risk assessment studies.
IEA/AIE (1)
Gautam Biswas, Kenneth A. Debelak, Kazuhiko Kawamura
1989 J jnl
Globe-Trotter: an intelligent flight itinerary planner.
IEEE Expert
Prasanta K. Bose, Gautam Biswas, Adithya M. Rao Padala
1989 B conf
Qualitative modeling in engineering applications.
SMC
Gautam Biswas, William J. Hagins, Kenneth A. Debelak
1989 A* conf
The Thought Experiment Approach to Qualitative Physics.
IJCAI
David L. Hibler, Gautam Biswas
1989 — conf
Utilizing multilevel models and reasoning for diagnosis of a complex electro-mechanical system.
IEA/AIE (1)
John A. Smith, Gautam Biswas
1988 C conf
A Linuistic Transitive Closure Method for Completion and Consistency of Uncertain Knowledge.
ISMIS
Gautam Biswas, James C. Bezdek
1988 J jnl
An expert decision support system for production control.
Decis. Support Syst.
Gautam Biswas, Michael Oliff, Arun Sen
1988 J jnl
Using the Dempster-shafer scheme in a diagnostic expert system shell.
Int. J. Approx. Reason.
Gautam Biswas, Tejwansh S. Anand
1987 — conf
A response generation mechanism for an intelligent active assistance system.
ACM Conference on Computer Science
Ronald L. Sobczak, Manton M. Matthews, Gautam Biswas
1987 — conf
An assistance system for UNIX text formatters.
ACM Conference on Computer Science
Gautam Biswas, Manton M. Matthews, Antang Huang
1987 J jnl
Knowledge-assisted document retrieval: I. The natural-language interface.
J. Am. Soc. Inf. Sci.
Gautam Biswas, James C. Bezdek, Marisol Marques, Viswanath Subramanian
1987 J jnl
Knowledge-assisted document retrieval: II. The retrieval process.
J. Am. Soc. Inf. Sci.
Gautam Biswas, James C. Bezdek, Viswanath Subramanian, Marisol Marques
1987 C conf
MIDST: An Expert System Shell for Mixed Initiative Reasoning.
ISMIS
Gautam Biswas, Tejwansh S. Anand
1987 J jnl
Oases: An Expert System for Operations Analysis the System for Cause Analysis.
IEEE Trans. Syst. Man Cybern.
Gautam Biswas, Robert Abramczyk, Michael Oliff
1987 C conf
Towards the Design of a Knowledge Based System for Hypercarbon Play Analysis.
ISMIS
Miao-Li Pai, Gautam Biswas, Christopher G. St. C. Kendall, James C. Bezdek
1987 A conf
Using the Dempster-Shafer Scheme in a Mixed-Initiative Expert System Shell.
UAI
Gautam Biswas, Tejwansh S. Anand
1986 C conf
A knowledge-based approach to online document retrieval system design.
ISMIS
Gautam Biswas, James C. Bezdek, Robert L. Oakman
1986 J jnl
Transitive Closures of Fuzzy Thesauri for Information-Retrieval Systems.
Int. J. Man Mach. Stud.
James C. Bezdek, Gautam Biswas, Li-ya Huang
1985 — conf
A Knowledge-Based System Approach to Document Retrieval.
CAIA
Gautam Biswas, Viswanath Subramanian, James C. Bezdek
1985 J jnl
Decision support systems: An expert systems approach.
Decis. Support Syst.
Arun Sen, Gautam Biswas
1985 — conf
Raising User Proficiency Through Active Assistance: An Intelligent Editor.
CAIA
Manton M. Matthews, Gautam Biswas
1984 J jnl
Some experiments in two-dimensional grammatical inference.
Pattern Recognit. Lett.
Gautam Biswas, Richard C. Dubes
1981 J jnl
Evaluation of Projection Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell.
Gautam Biswas, Anil K. Jain, Richard C. Dubes