Scalable Representation Structures for Visuo-Spatial Reasoning - Dynamic Explorations into Knowledge Types. - Sven Bertel; Jan Frederik Sima; Maren Lindner (AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence, 2009)

Eye Movements Reflect Reasoning with Mental Images but Not with Mental Models in Orientation Knowledge Tasks. - Jan Frederik Sima; Maren Lindner; Holger Schultheis; Thomas Barkowsky (Spatial Cognition, 2010)

On exploiting hierarchical label structure with pairwise classifiers. - Johannes Fürnkranz; Jan Frederik Sima (SIGKDD Explor., 2010)

The Nature of Mental Images - An Integrative Computational Theory. - Jan Frederik Sima (CogSci, 2011)

Towards Computational Cognitive Modeling of Mental Imagery - The Attention-Based Quantification Theory. - Jan Frederik Sima; Christian Freksa (Künstliche Intell., 2012)

Embodied Mental Imagery. - Jan Frederik Sima (CogSci, 2013)