Multi-step threshold algorithm for efficient feature-based query processing in large-scale multimedia databases. - Christian Beecks; Alexander Graß (IEEE BigData, 2016)

Metric Indexing for Efficient Data Access in the Internet of Things. - Christian Beecks; Alexander Grass; Shreekantha Devasya (IEEE BigData, 2018)

Efficient Point-Based Pattern Search in 3D Motion Capture Databases. - Christian Beecks; Alexander Grass (FiCloud, 2018)

Unsupervised Anomaly Detection in Production Lines. - Alexander Graß; Christian Beecks; José Angel Carvajal Soto (ML4CPS, 2018)

A New Approach for Efficient Structure Discovery in IoT. - Fabian Berns; Kjeld Willy Schmidt; Alexander Grass; Christian Beecks (IEEE BigData, 2019)

Gaussian Processes for Anomaly Description in Production Environments. - Christian Beecks; Kjeld Willy Schmidt; Fabian Berns; Alexander Graß (EDBT/ICDT Workshops, 2019)

knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0. - Sergio Álvarez-Napagao; Boki Ashmore; Marta Barroso; Cristian Barrué; Christian Beecks; Fabian Berns; Ilaria Bosi; Sisay Adugna Chala; Nicola Ciulli; Marta Garcia-Gasulla; Alexander Grass; Dimosthenis Ioannidis; et al. (INDIN, 2021)

Sample-based Kernel Structure Learning with Deep Neural Networks for Automated Structure Discovery. - Alexander Graß; Till Döhmen; Christian Beecks (ICDE Workshops, 2022)

Interpreting Black-box Machine Learning Models for High Dimensional Datasets. - Md. Rezaul Karim 001; Md Shajalal; Alexander Graß; Till Döhmen; Sisay Adugna Chala; Christian Beecks; Stefan Decker (CoRR, 2022)

A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information. - Alexander Graß; Christian Beecks; Sisay Adugna Chala; Christoph Lange 002; Stefan Decker (ADBIS (Short Papers), 2023)

Interpreting Black-box Machine Learning Models for High Dimensional Datasets. - Md. Rezaul Karim 001; Md Shajalal; Alexander Graß; Till Döhmen; Sisay Adugna Chala; Alexander Boden; Christian Beecks; Stefan Decker (DSAA, 2023)

Entwicklung einer KI für automatisierte Tierschutzkontrollen in der Schweineschlachtung. - Christian Beecks; Alexander Graß; Anandraj Amalraj; Marc Jentsch; Felix Kitschke; Maximilian Norz; Patric Schäffer (INFORMATIK, 2024)

Structural and Semantic Data Layers in Time Series Analyses. - Alexander Graß; Christian Beecks; Stefan Decker (IDEAL (1), 2024)

Leveraging YOLO for Real-Time Video Analysis of Animal Welfare in Pig Slaughtering Processes. - Christian Beecks; Anandraj Amalraj; Alexander Graß; Marc Jentsch; Felix Kitschke; Maximilian Norz; Patric Schäffer (KI, 2024)

AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0. - Enrico Alberti; Sergio Álvarez-Napagao; Víctor Anaya; Marta Barroso; Cristian Barrué; Christian Beecks; Letizia Bergamasco; Sisay Adugna Chala; Victor Gimenez-Abalos; Alexander Graß; Daniel Hinjos; Maike Holtkemper; et al. (Syst., 2024)

Towards an Ontology for Representing Time Series Knowledge: Motivation, Requirements and Concept. - Alexander Graß; Rohit A. Deshmukh; Christian Beecks; Stefan Decker (CAiSE Forum, 2025)