Timo Sztyler

According to our database, Timo Sztyler authored at least 34 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting.

Julia Gastinger, Christian Meilicke, Federico Errica, Timo Sztyler, Anett Schülke, Heiner Stuckenschmidt

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Human-Centric Evaluation Platform for Explainable Knowledge Graph Completion.

Zhao Xu, Wiem Ben Rim, Kiril Gashteovski, Timo Sztyler, Carolin Lawrence

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Generating and Evaluating Plausible Explanations for Knowledge Graph Completion.

Antonio Di Mauro, Zhao Xu, Wiem Ben Rim, Timo Sztyler, Carolin Lawrence

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Comparing Apples and Oranges? On the Evaluation of Methods for Temporal Knowledge Graph Forecasting.

Julia Gastinger, Timo Sztyler, Lokesh Sharma, Anett Schuelke, Heiner Stuckenschmidt

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

Human-Centric Research for NLP: Towards a Definition and Guiding Questions.

Bhushan Kotnis, Kiril Gashteovski, Julia Gastinger, Giuseppe Serra, Francesco Alesiani, Timo Sztyler, Ammar Shaker, Na Gong, Carolin Lawrence, Zhao Xu

CoRR, 2022

ProcK: Machine Learning for Knowledge-Intensive Processes.

Tobias Jacobs, Jingyi Yu, Julia Gastinger, Timo Sztyler

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

POLARIS: Probabilistic and Ontological Activity Recognition in Smart-Homes.

Gabriele Civitarese, Timo Sztyler, Daniele Riboni, Claudio Bettini, Heiner Stuckenschmidt

IEEE Trans. Knowl. Data Eng., 2021

Explaining Neural Matrix Factorization with Gradient Rollback.

Carolin Lawrence, Timo Sztyler, Mathias Niepert

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Sensor-based human activity recognition: Overcoming issues in a real world setting.

Timo Sztyler

PhD thesis, 2019

Beyond position-awareness - Extending a self-adaptive fall detection system.

Christian Krupitzer, Timo Sztyler, Janick Edinger, Martin Breitbach, Heiner Stuckenschmidt, Christian Becker

Pervasive Mob. Comput., 2019

<i>newNECTAR</i>: Collaborative active learning for knowledge-based probabilistic activity recognition.

Gabriele Civitarese, Claudio Bettini, Timo Sztyler, Daniele Riboni, Heiner Stuckenschmidt

Pervasive Mob. Comput., 2019

Vision and Acceleration Modalities: Partners for Recognizing Complex Activities.

Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018

Exploring Semi-Supervised Methods for Labeling Support in Multimodal Datasets.

Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt

Sensors, 2018

Challenges in Annotation of useR Data for UbiquitOUs Systems: Results from the 1st ARDUOUS Workshop.

Kristina Y. Yordanova, Adeline Paiement, Max Schröder, Emma Tonkin, Przemyslaw Woznowski, Carl Magnus Olsson, Joseph Rafferty, Timo Sztyler

CoRR, 2018

Towards Systematic Benchmarking of Activity Recognition Algorithms.

Timo Sztyler, Christian Meilicke, Heiner Stuckenschmidt

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Modeling and Reasoning with ProbLog: An Application in Recognizing Complex Activities.

Timo Sztyler, Gabriele Civitarese, Heiner Stuckenschmidt

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Hips Do Lie! A Position-Aware Mobile Fall Detection System.

Christian Krupitzer, Timo Sztyler, Janick Edinger, Martin Breitbach, Heiner Stuckenschmidt, Christian Becker

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Improving Motion-based Activity Recognition with Ego-centric Vision.

Alexander Diete, Timo Sztyler, Lydia Weiland, Heiner Stuckenschmidt

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

NECTAR: Knowledge-based Collaborative Active Learning for Activity Recognition.

Gabriele Civitarese, Claudio Bettini, Timo Sztyler, Daniele Riboni, Heiner Stuckenschmidt

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

2017

Position-aware activity recognition with wearable devices.

Timo Sztyler, Heiner Stuckenschmidt, Wolfgang Petrich

Pervasive Mob. Comput., 2017

Online personalization of cross-subjects based activity recognition models on wearable devices.

Timo Sztyler, Heiner Stuckenschmidt

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Towards real world activity recognition from wearable devices.

Timo Sztyler

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

A smart data annotation tool for multi-sensor activity recognition.

Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Recognizing Grabbing Actions from Inertial and Video Sensor Data in a Warehouse Scenario.

Alexander Diete, Timo Sztyler, Lydia Weiland, Heiner Stuckenschmidt

Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

2016

Self-tracking Reloaded: Applying Process Mining to Personalized Health Care from Labeled Sensor Data.

Timo Sztyler, Josep Carmona, Johanna Völker, Heiner Stuckenschmidt

Trans. Petri Nets Other Model. Concurr., 2016

On-body localization of wearable devices: An investigation of position-aware activity recognition.

Timo Sztyler, Heiner Stuckenschmidt

Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communications, 2016

Unsupervised recognition of interleaved activities of daily living through ontological and probabilistic reasoning.

Daniele Riboni, Timo Sztyler, Gabriele Civitarese, Heiner Stuckenschmidt

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Exploring a multi-sensor picking process in the future warehouse.

Alexander Diete, Lydia Weiland, Timo Sztyler, Heiner Stuckenschmidt

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015

On-the-fly entity resolution from distributed social media sources for mobile search and exploration.

Bernd Opitz, Timo Sztyler, Michael Jess, Florian Knip, Christian Bikar, Bernd Pfister, Ansgar Scherp

Proceedings of the 14th International Conference on Mobile and Ubiquitous Multimedia, Linz, Austria, November 30, 2015

Discovery of Personal Processes from Labeled Sensor Data - An Application of Process Mining to Personalized Health Care.

Timo Sztyler, Johanna Völker, Josep Carmona, Oliver Meier, Heiner Stuckenschmidt

Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, 2015

2014

A field study on the usability of a nearby search app for finding and exploring places and events.

Florian Knip, Christian Bikar, Bernd Pfister, Bernd Opitz, Timo Sztyler, Michael Jess, Ansgar Scherp

Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

LODE: Linking digital humanities content to the web of data.

Timo Sztyler, Jakob Huber, Jan Noessner, Jaimie Murdock, Colin Allen, Mathias Niepert

Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

An Approach for Incremental Entity Resolution at the Example of Social Media Data.

Bernd Opitz, Timo Sztyler, Michael Jess, Florian Knip, Christian Bikar, Bernd Pfister, Ansgar Scherp

Proceedings of the AI Mashup Challenge 2014 co-located with 11th Extended Semantic Web Conference (ESWC 2014), 2014

2011

CODI: Combinatorial Optimization for Data Integration: results for OAEI 2011.

Jakob Huber, Timo Sztyler, Jan Nößner, Christian Meilicke

Proceedings of the 6th International Workshop on Ontology Matching, 2011