Christopher J. MacLellan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Intelligent Tutor

Concept Formation

Visual Classification

Top Venues

Publications

Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan
Interpretable Models for Detecting and Monitoring Elevated Intracranial Pressure. CoRR (2024)
Xin Lian, Sashank Varma, Christopher J. MacLellan
Cobweb: An Incremental and Hierarchical Model of Human-Like Category Learning. CoRR (2024)
Tommaso Calò, Christopher J. MacLellan
Towards Educator-Driven Tutor Authoring: Generative AI Approaches for Creating Intelligent Tutor Interfaces. CoRR (2024)
Ximing Wen, Rosina O. Weber, Anik Sen, Darryl Hannan, Steven C. Nesbit, Vincent Chan, Alberto Goffi, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Christopher J. MacLellan
The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data. CoRR (2024)
Momin N. Siddiqui, Adit Gupta, Jennifer M. Reddig, Christopher J. MacLellan
HTN-Based Tutors: A New Intelligent Tutoring Framework Based on Hierarchical Task Networks. L@S (2024)
Nicki Barari, Xin Lian, Christopher J. MacLellan
Avoiding Catastrophic Forgetting in Visual Classification Using Human Concept Formation. CoRR (2024)
Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher J. MacLellan, Alex Endert
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy. AVI (2024)
Momin N. Siddiqui, Adit Gupta, Jennifer M. Reddig, Christopher J. MacLellan
HTN-Based Tutors: A New Intelligent Tutoring Framework Based on Hierarchical Task Networks. CoRR (2024)
Erik Harpstead, Kimberly Stowers, Lane Lawley, Qiao Zhang, Christopher J. MacLellan
Speculative Game Design of Asymmetric Cooperative Games to Study Human-Machine Teaming. FDG (2023)
Lane Lawley, Christopher J. MacLellan
VAL: Interactive Task Learning with GPT Dialog Parsing. CoRR (2023)
Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples. AAAI (2023)
Lane Lawley, Christopher J. MacLellan
Interactive Learning of Hierarchical Tasks from Dialog with GPT. CoRR (2023)
Christopher J. MacLellan, Peter Matsakis, Pat Langley
Efficient Induction of Language Models Via Probabilistic Concept Formation. CoRR (2022)
Michael Guerzhoy, Marion Neumann, Emmanuel Johnson, David Johnson, Henry Chai, Daniel Garijo, Zhuoyue Lyu, Christopher J. MacLellan
EAAI-22 Blue Sky Ideas in Artificial Intelligence Education from the AAAI/ACM SIGAI New and Future AI Educator Program. AI Matters 8 (2) (2022)
Christopher J. MacLellan, Kenneth R. Koedinger
Domain-General Tutor Authoring with Apprentice Learner Models. Int. J. Artif. Intell. Educ. 32 (1) (2022)
Christopher J. MacLellan, Harshil Thakur
Convolutional Cobweb: A Model of Incremental Learning from 2D Images. CoRR (2022)
Qiao Zhang, Christopher J. MacLellan
(A)I Will Teach You to Play Gomoku: Exploring the Use of Game AI to Teach People. L@S (2022)
Darryl Hannan, Steven C. Nesbit, Ximing Wen, Glen Smith, Qiao Zhang, Alberto Goffi, Vincent Chan, Michael J. Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Rosina O. Weber, Christopher J. MacLellan
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples. CoRR (2022)
Glen Smith, Qiao Zhang, Christopher J. MacLellan
Do It Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax. AAAI Spring Symposium: MAKE (2022)
Christopher J. MacLellan, Adit Gupta
Learning Expert Models for Educationally Relevant Tasks using Reinforcement Learning. EDM (2021)
Callum Middleton, Emma Woolliams, Christopher J. MacLellan, Craig Ian Underwood, Nigel Fox
Calibration of Chaff: Cubesat Hyperspectral Application for Farming. IGARSS (2021)
Daniel Weitekamp III, Erik Harpstead, Christopher J. MacLellan, Napol Rachatasumrit, Kenneth R. Koedinger
Toward Near Zero-Parameter Prediction Using a Computational Model of Student Learning. EDM (2019)
Erik Harpstead, Christopher J. MacLellan, Robert P. Marinier, Kenneth R. Koedinger
Towards Natural Cognitive System Training Interactions: A Preliminary Framework. AAAI Spring Symposia (2018)
Christopher J. MacLellan
Investigating the Impact of Slipping Parameters on Additive Factors Model Parameter Estimates. EDM (Workshops) (2016)
Cindy Ong, Andreas Müller, Kurtis J. Thome, Martin Bachmann, Jeffrey Czapla-Myers, Stefanie Holzwarth, Siri Jodha Khalsa, Christopher J. MacLellan, Timothy J. Malthus, Joanne M. Nightingale, Leland E. Pierce, Hirokazu Yamamoto
Report on International Spaceborne Imaging Spectroscopy Technical Committee calibration and validation workshop, national environment research council field spectroscopy facility, University of Edinburgh. IGARSS (2016)
Christopher J. MacLellan, Erik Harpstead, Rony Patel, Kenneth R. Koedinger
The Apprentice Learner architecture: Closing the loop between learning theory and educational data. EDM (2016)
Kenneth R. Koedinger, Noboru Matsuda, Christopher J. MacLellan, Elizabeth A. McLaughlin
Methods for Evaluating Simulated Learners: Examples from SimStudent. AIED Workshops (2015)
Christopher J. MacLellan, Erik Harpstead, Eliane Stampfer Wiese, Mengfan Zou, Noboru Matsuda, Vincent Aleven, Kenneth R. Koedinger
Authoring Tutors with Complex Solutions: A Comparative Analysis of Example Tracing and SimStudent. AIED Workshops (2015)
Christopher J. MacLellan, Ran Liu, Kenneth R. Koedinger
Accounting for Slipping and Other False Negatives in Logistic Models of Student Learning. EDM (2015)
Caitlin Tenison, Christopher J. MacLellan
The Impact of Instructional Intervention and Practice on Help-Seeking Strategies within an ITS. EDM (2015)
Erik Harpstead, Christopher J. MacLellan, Vincent Aleven
Discovering Knowledge Models in an Open-ended Educational Game using Concept Formation. AIED Workshops (2015)
Christopher J. MacLellan
Assessing the Creativity of Designs at Scale. Creativity & Cognition (2015)
Caitlin Tenison, Christopher J. MacLellan
Modeling Strategy Use in an Intelligent Tutoring System: Implications for Strategic Flexibility. Intelligent Tutoring Systems (2014)
Christopher J. MacLellan, Kenneth R. Koedinger, Noboru Matsuda
Authoring Tutors with SimStudent: An Evaluation of Efficiency and Model Quality. Intelligent Tutoring Systems (2014)
Erik Harpstead, Christopher J. MacLellan, Vincent Aleven, Brad A. Myers
Using extracted features to inform alignment-driven design ideas in an educational game. CHI (2014)
Layla Unger, Anna V. Fisher, Christopher J. MacLellan
Developmental Changes in the Semantic Organization of Living Kinds. CogSci (2014)
Christopher J. MacLellan, Noboru Matsuda, Kenneth R. Koedinger
Toward a reflective SimStudent: Using experience to avoid generalization errors. AIED Workshops (2013)
Erik Harpstead, Christopher J. MacLellan, Kenneth R. Koedinger, Vincent Aleven, Steven P. Dow, Brad A. Myers
Investigating the Solution Space of an Open-Ended Educational Game Using Conceptual Feature Extraction. EDM (2013)
Christopher J. MacLellan, Pat Langley, Jami Shah, Mahmoud Dinar
A Computational Aid for Problem Formulation in Early Conceptual Design. J. Comput. Inf. Sci. Eng. 13 (3) (2013)
Alasdair Mac Arthur, Christopher J. MacLellan, Timothy J. Malthus
The Fields of View and Directional Response Functions of Two Field Spectroradiometers. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Christopher J. MacLellan, Timothy J. Malthus
High Performance Dual Field of View Spectroradiometer with Novel Input Optics for, Autonomous Reflectance Measurements over an Extended Spectral Range. IGARSS (3) (2009)
Alasdair A. MacArthur, Christopher J. MacLellan, Timothy J. Malthus
The implications of non-uniformity in fields-of-view of commonly used field spectroradiometers. IGARSS (2007)