9 citations · 26 across the 6 of their papers we have counts for
6 papers
Interakt---A Multimodal Multisensory Interactive Cognitive Assessment Tool
Daniel Sonntag
Cognitive assistance may be valuable in applications for doctors and therapists that reduce costs and improve quality in healthcare systems. Use cases and scenarios include the ass…
Fine-tuning deep CNN models on specific MS COCO categories
Daniel Sonntag, Michael Barz, Jan Zacharias +4
Fine-tuning of a deep convolutional neural network (CNN) is often desired. This paper provides an overview of our publicly available py-faster-rcnn-ft software library that can be…
Intelligent User Interfaces - A Tutorial
Daniel Sonntag
IUIs aim to incorporate intelligent automated capabilities in human computer interaction, where the net impact is a human-computer interaction that improves performance or usabilit…
Design and Implementation of a Semantic Dialogue System for Radiologists
Daniel Sonntag, Martin Huber, Manuel Möller +3
This chapter describes a semantic dialogue system for radiologists in a comprehensive case study within the large-scale MEDICO project. MEDICO addresses the need for advanced seman…
Macrodynamics of users' behavior in Information Retrieval
Daniel Sonntag, Romàn R. Zapatrin
We present a method to geometrize massive data sets from search engines query logs. For this purpose, a macrodynamic-like quantitative model of the Information Retrieval (IR) proce…
On Introspection, Metacognitive Control and Augmented Data Mining Live Cycles
Daniel Sonntag
We discuss metacognitive modelling as an enhancement to cognitive modelling and computing. Metacognitive control mechanisms should enable AI systems to self-reflect, reason about t…