Hypercuboid-Formation Behaviour of Two Learning Algorithms. - Chris Thornton (IJCAI, 1987)

A Computational Model for the Data Compression Metaphor. - Chris Thornton (AIMSA, 1988)

Links between Content and Information-Content. - Chris Thornton (ECAI, 1988)

Parity: The Problem that Won't Go Away. - Chris Thornton (AI, 1996)

Separability is a Learner's Best Friend. - Chris Thornton (NCPW, 1997)

Brave Mobots Use Representation: Emergence of Representation in Fight-or-Flight Learning. - Chris Thornton (Minds Mach., 1997)

What do Constructive Learners Really Learn? - Chris Thornton (Artif. Intell. Rev., 1999)

Indirect sensing through abstractive learning. - Chris Thornton (Intell. Data Anal., 2003)

Principled exploitation of behavioural coupling. - Chris Thornton (J. Exp. Theor. Artif. Intell., 2006)

Testing harbour patrol and interception policies using particle-swarm-based learning of cooperative behavior. - Tom Flanagan; Chris Thornton; Jörg Denzinger (CISDA, 2009)

Self-redundancy in Music. - Chris Thornton (Computational Creativity: An Interdisciplinary Approach, 2009)

Hierarchical Markov Modeling for Generative Music. - Chris Thornton (ICMC, 2009)

Representation Recovers Information. - Chris Thornton (Cogn. Sci., 2009)

Gauging the value of good data: Informational embodiment quantification. - Chris Thornton (Adapt. Behav., 2010)

Evaluating goal ordering structures for testing harbour security policies. - Chris Thornton; Tom Flanagan; Jörg Denzinger; Jeffrey E. Boyd (CISDA, 2011)

Naive Inference viewed as Computation. - Chris Thornton (CogSci, 2011)

Is there any Need to Mention Induction? - Chris Thornton (CogSci, 2011)

Fuzzy Memory Theory and its Use in Cognitive Science. - Chris Thornton (CogSci, 2012)

In Situ Motion Capture of Speed Skating: Escaping the Treadmill. - Jeffrey E. Boyd; Andrew Godbout; Chris Thornton (CRV, 2012)

Auto-WEKA: Automated Selection and Hyper-Parameter Optimization of Classification Algorithms - Chris Thornton; Frank Hutter; Holger H. Hoos; Kevin Leyton-Brown (CoRR, 2012)

A Natural Cure for the Pet Fish Problem: Feature Emergence as Classificatory Composition. - Chris Thornton (CogSci, 2013)

A New Way of Linking Information Theory with Cognitive Science. - Chris Thornton (CogSci, 2013)

Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms. - Chris Thornton; Frank Hutter; Holger H. Hoos; Kevin Leyton-Brown (KDD, 2013)

Mechanical TA: Partially Automated High-Stakes Peer Grading. - James R. Wright; Chris Thornton; Kevin Leyton-Brown (SIGCSE, 2015)

Automated Testing of Physical Security: Red Teaming Through Machine Learning. - Chris Thornton; Ori Cohen; Jörg Denzinger; Jeffrey E. Boyd (Comput. Intell., 2015)

A Cascade Architecture for Keyword Spotting on Mobile Devices. - Alexander Gruenstein; Raziel Alvarez; Chris Thornton; Mohammadali Ghodrat (CoRR, 2017)

Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA. - Lars Kotthoff; Chris Thornton; Holger H. Hoos; Frank Hutter; Kevin Leyton-Brown (J. Mach. Learn. Res., 2017)

Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA. - Lars Kotthoff; Chris Thornton; Holger H. Hoos; Frank Hutter; Kevin Leyton-Brown (Automated Machine Learning, 2019)

Does Conceptual Compositionality Affect Language Complexity? Comment on Lou-Magnuson and Onnis. - Chris Thornton (Cogn. Sci., 2019)

Extensional Superposition and Its Relation to Compositionality in Language and Thought. - Chris Thornton (Cogn. Sci., 2021)