Martin Atzmueller

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 111

Top Venues

CoRR

WWW (Companion Volume)

LWDA

ETFA

Publications

Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller
Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. ICDEW (2024)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches. Int. J. Data Sci. Anal. 18 (2) (2024)
Arnab Ghosh Chowdhury, David Massanés, Steffen Meinert, Martin Atzmueller
A Framework for Explanation-Aware Visualization and Adjudication in Object Detection: First Results and Perspectives. IWINAC (2024)
Martin Atzmueller, Sophia Sylvester, Rushed Kanawati
Exploratory and Explanation-Aware Network Intrusion Profiling using Subgroup Discovery and Complex Network Analysis. EICC (2023)
Dan Hudson, Martin Atzmueller
Subgroup Discovery with SD4Py. ECAI Workshops (1) (2023)
Leonid Schwenke, Martin Atzmueller
Extracting Interpretable Local and Global Representations from Attention on Time Series. CoRR (2023)
Harihara Bharathy Swaminathan, Aron Sommer, Andreas Becker, Martin Atzmueller
Spatial Change Detection Using Automotive Radar. ITSC (2023)
Tim Bohne, Anne-Kathrin Patricia Windler, Martin Atzmueller
A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault Diagnosis Exemplified in the Automotive Domain. K-CAP (2023)
Eric Lanfer, Sophia Sylvester, Nils Aschenbruck, Martin Atzmueller
Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets. LCN (2023)
Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller
Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach. FLAIRS (2023)
Dan Hudson, Ruud J. R. Den Hartigh, L. Rens A. Meerhoff, Martin Atzmueller
Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data. ICDM (Workshops) (2023)
Dietmar Seipel, Marcel Waleska, Daniel Weidner, Sven Rausch, Martin Atzmueller
Post-mining on Association Rule Bases. ECAI Workshops (2) (2023)
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
Graph neural networks for multivariate time series regression with application to seismic data. Int. J. Data Sci. Anal. 16 (3) (2023)
Leonid Schwenke, Martin Atzmueller
Making Time Series Embeddings More Interpretable in Deep Learning - Extracting Higher-Level Features via Symbolic Approximation Representations. FLAIRS (2023)
Timo Markert, Elias Hoerner, Sebastian Matich, Andreas Theissler, Martin Atzmueller
Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach. ICMLA (2023)
Martin ben Ahmed, Niklas Wilming, Martin Atzmueller
Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries. INDIN (2023)
Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller
Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA (2023)
Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler
Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. INDIN (2023)
Freddy Sikouonmeu, Martin Atzmueller
Active-learning-driven deep interactive segmentation for cost-effective labeling of crop-weed image data. GIL Jahrestagung (2023)
Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification. LWDA (2023)
Parisa Shayan, Roberto Rondinelli, Menno van Zaanen, Martin Atzmueller
Multi-Level Analysis of Learning Management Systems' User Acceptance Exemplified in Two System Case Studies. Data 8 (3) (2023)
Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Rosaldo J. F. Rossetti, Cláudio Rebelo de Sá
"Want to come play with me?" Outlier subgroup discovery on spatio-temporal interactions. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Mouloud Iferroudjene, Corentin Lonjarret, Céline Robardet, Marc Plantevit, Martin Atzmueller
Methods for explaining Top-N recommendations through subgroup discovery. Data Min. Knowl. Discov. 37 (2) (2023)
Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller
Hyperparameter Analysis of Wide-Kernel CNN Architectures in Industrial Fault Detection - An Exploratory Study. DSAA (2023)
Arnab Ghosh Chowdhury, Martin Atzmueller
Towards Visual Explanations for Document Table Detection using Coarse Localization Maps. LWDA (2022)
Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs. LWDA (2022)
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
Multivariate Time Series Regression with Graph Neural Networks. CoRR (2022)
Martin Atzmueller, Rushed Kanawati
Explainability in Cyber Security using Complex Network Analysis: A Brief Methodological Overview. EICC (2022)
Parisa Shayan, Menno van Zaanen, Martin Atzmueller
Predicting User Dropout from Their Online Learning Behavior. DS (2022)
Harihara Bharathy Swaminathan, Aron Sommer, Andreas Becker, Martin Atzmueller
Performance Evaluation of GNSS Position Augmentation Methods for Autonomous Vehicles in Urban Environments. Sensors 22 (21) (2022)
Timo Markert, Sebastian Matich, Elias Hoerner, Jonas Pfannes, Andreas Theissler, Martin Atzmueller
Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task. IROS (2022)
Parisa Shayan, Martin Atzmueller, Menno van Zaanen
Assessing the Influence of Time on Features for the Prediction of User Dropout. ICTAI (2022)
Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
Visualization Methods for Exploratory Subgroup Discovery on Time Series Data. IWINAC (1) (2022)
Timo Markert, Sebastian Matich, Daniel Neykov, Markus Muenig, Andreas Theissler, Martin Atzmueller
Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations. ETFA (2022)
Arnab Ghosh Chowdhury, Martin ben Ahmed, Martin Atzmueller
Towards Tabular Data Extraction From Richly-Structured Documents Using Supervised and Weakly-Supervised Learning. ETFA (2022)
Asep Maulana, Martin Atzmueller
Multi-Perspective Anomaly Detection on Bipartite Multi-Layer Social Interaction Networks. KI (Workshops) (2022)
Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt, Martin Atzmueller
Semantic Data Mining in Ubiquitous Sensing: A Survey. Sensors 21 (13) (2021)
Ngoc N. T. Doan, Dan Hudson, Travis J. Wiltshire, Philia Lijdsman, Stijn Wever, Martin Atzmueller
Human Interaction and Networking Transitions System (HINTS) for Social User Analytics and Modeling of Offline Team Group Interaction Information. UMAP (Adjunct Publication) (2021)
Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
Local Exceptionality Detection in Time Series Using Subgroup Discovery. CoRR (2021)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
A computational framework for modeling complex sensor network data using graph signal processing and graph neural networks in structural health monitoring. Appl. Netw. Sci. 6 (1) (2021)
Çiçek Güven, Dietmar Seipel, Martin Atzmueller
Applying ASP for Knowledge-Based Link Prediction With Explanation Generation in Feature-Rich Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring. CoRR (2021)
Timo Markert, Sebastian Matich, Elias Hoerner, Andreas Theissler, Martin Atzmueller
Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic Manipulation. ETFA (2021)
Leonid Schwenke, Martin Atzmueller
Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data. DSAA (2021)
Martin Atzmueller, Stephan Günnemann, Albrecht Zimmermann
Mining communities and their descriptions on attributed graphs: a survey. Data Min. Knowl. Discov. 35 (3) (2021)
Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
Local Exceptionality Detection in Time Series Using Subgroup Discovery: An Approach Exemplified on Team Interaction Data. DS (2021)
Leonid Schwenke, Martin Atzmueller
Abstracting Local Transformer Attention for Enhancing Interpretability on Time Series Data. LWDA (2021)
Travis J. Wiltshire, Dan Hudson, Max Belitsky, Philia Lijdsman, Stijn Wever, Martin Atzmueller
Examining Team Interaction using Dynamic Complexity and Network Visualizations. ICHMS (2021)
Simon Vollert, Martin Atzmueller, Andreas Theissler
Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. ETFA (2021)
Leonid Schwenke, Martin Atzmueller
Show Me What You're Looking For Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data. FLAIRS Conference (2021)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
Graph Signal Processing on Complex Networks for Structural Health Monitoring. COMPLEX NETWORKS (1) (2020)
Corentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin, Martin Atzmueller
Why Should I Trust This Item? Explaining the Recommendations of any Model. DSAA (2020)
Martijn van Otterlo, Martin Atzmueller
A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings. AICOL (2020)
Asep Maulana, Martin Atzmueller
Centrality-Based Anomaly Detection on Multi-Layer Networks Using Many-Objective Optimization. CoDIT (2020)
Travis J. Wiltshire, Dan Hudson, Philia Lijdsman, Stijn Wever, Martin Atzmueller
Social Analytics of Team Interaction using Dynamic Complexity Heat Maps and Network Visualizations. CoRR (2020)
Jop van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis. ICDM (Workshops) (2020)
Dennis Mollenhauer, Martin Atzmueller
Sequential Exceptional Pattern Discovery Using Pattern-Growth: An Extensible Framework for Interpretable Machine Learning on Sequential Data. XI-ML@KI (2020)
Rushed Kanawati, Martin Atzmueller
Modeling and Mining Feature-Rich Networks. WWW (Companion Volume) (2019)
Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper
A Framework for Human-Centered Exploration of Complex Event Log Graphs. DS (2019)
Lukas Eberhard, Christoph Trattner, Martin Atzmueller
Predicting trading interactions in an online marketplace through location-based and online social networks. Inf. Retr. J. 22 (1-2) (2019)
Daniel Weidner, Martin Atzmueller, Dietmar Seipel
Finding Maximal Non-Redundant Association Rules in Tennis Data. CoRR (2019)
Martin Atzmueller
Towards Socio-Technical Design of Explicative Systems: Transparent, Interpretable and Explainable Analytics and Its Perspectives in Social Interaction Contexts information. AfCAI (2019)
Martin Atzmueller, Çiçek Güven, Spyroula Masiala, Rick Mackenbach, Parisa Shayan, Werner Liebregts
Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception. ABIS@HT (2019)
Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon
MinerLSD: efficient mining of local patterns on attributed networks. Appl. Netw. Sci. 4 (1) (2019)
Ngoc N. T. Doan, Andrius Penkauskas, Ecaterina Grigoriev, Lisa E. Rombout, Paris Mavromoustakos Blom, Maryam Alimardani, Martin Atzmueller
Towards Multimodal Characterization of Dialogic Moments on Social Group Face-to-Face Interaction. AfCAI (2019)
Erica Ramirez, Markus Wimmer, Martin Atzmueller
A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data Analysis. KR4HC/ProHealth/TEAAM@AIME (2019)
Parisa Shayan, Roberto Rondinelli, Menno van Zaanen, Martin Atzmueller
Descriptive Network Modeling and Analysis for Investigating User Acceptance in a Learning Management System Context. ABIS@HT (2019)
Martin Atzmueller
Onto Model-based Anomalous Link Pattern Mining on Feature-Rich Social Interaction Networks. WWW (Companion Volume) (2019)
Mark Kibanov, Raphael Heiko Heiberger, Simone Rödder, Martin Atzmueller, Gerd Stumme
Social studies of scholarly life with sensor-based ethnographic observations. Scientometrics 119 (3) (2019)
Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Cláudio Rebelo de Sá, Rosaldo J. F. Rossetti
Mining Exceptional Social Behaviour. EPIA (2) (2019)
Martin Atzmueller, Çiçek Güven, Dietmar Seipel
Towards Generating Explanations for ASP-Based Link Analysis using Declarative Program Transformations. CoRR (2019)
Roberto Interdonato, Martin Atzmueller, Sabrina Gaito, Rushed Kanawati, Christine Largeron, Alessandra Sala
Feature-rich networks: going beyond complex network topologies. Appl. Netw. Sci. 4 (1) (2019)
Spyroula Masiala, Willem Huijbers, Martin Atzmueller
Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks. CoRR (2019)
Çiçek Güven, Martin Atzmueller
Applying Answer Set Programming for Knowledge-Based Link Prediction on Social Interaction Networks. Frontiers Big Data 2 (2019)
Daniel Weidner, Martin Atzmueller, Dietmar Seipel
Finding Maximal Non-redundant Association Rules in Tennis Data. DECLARE (2019)
Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data. CoRR (2018)
Martin Atzmueller, Alvin Chin, Christoph Trattner
International Workshop on Modeling Social Media (MSM 2018) Chairs' Welcome & Organization. WWW (Companion Volume) (2018)
Martijn van Otterlo, Martin Atzmueller
On Requirements and Design Criteria for Explainability in Legal AI. XAILA@JURIX (2018)
Andrew T. Hendrickson, Jason Wang, Martin Atzmueller
Identifying Exceptional Descriptions of People Using Topic Modeling and Subgroup Discovery. ISMIS (2018)
Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon
MinerLSD: Efficient Local Pattern Mining on Attributed Graphs. ICDM Workshops (2018)
Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
Adaptive kNN using expected accuracy for classification of geo-spatial data. SAC (2018)
Martin Atzmueller
Compositional Subgroup Discovery on Attributed Social Interaction Networks. DS (2018)
Martin Atzmueller, Daan Kolkman, Werner Liebregts, Arjan Haring
Towards Estimating Happiness using Social Sensing: Perspectives on Organizational Social Network Analysis. AfCAI (2018)
Eric Sternberg, Martin Atzmueller
Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context. ISMIS (2018)
Martin Atzmueller, Florian Lemmerich
Homophily at Academic Conferences. WWW (Companion Volume) (2018)
Martin Atzmueller, Benjamin Klöpper
Mining Attributed Interaction Networks on Industrial Event Logs. IDEAL (2) (2018)
Martin Atzmueller, Sabrina Gaito, Roberto Interdonato, Rushed Kanawati, Christine Largeron, Matteo Magnani, Alessandra Sala
International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome. WWW (Companion Volume) (2018)
Martin Atzmueller
Declarative Aspects in Explicative Data Mining for Computational Sensemaking. DECLARE (2017)
Daniel Knoell, Martin Atzmueller, Constantin Rieder, Klaus-Peter Scherer
A Scalable Framework for Data-Driven Ontology Evaluation. WM (2017)
Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klöpper
Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. INDIN (2017)
Martin Atzmueller, Eric Sternberg
Mixed-Initiative Feature Engineering Using Knowledge Graphs. K-CAP (2017)
Martin Atzmueller, Andreas Schmidt, David Arnu
Sequential Modeling and Structural Anomaly Analytics in Industrial Production Environments. LWDA (2016)
Martin Atzmueller, Andreas Schmidt, Mark Kibanov
DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails. WWW (Companion Volume) (2016)
Martin Atzmueller, Björn Fries, Naveed Hayat
Sensing, processing and analytics: augmenting the Ubicon platform for anticipatory ubiquitous computing. UbiComp Adjunct (2016)
Daniel Knöll, Martin Atzmueller, Constantin Rieder, Klaus-Peter Scherer
BISHOP - Big Data Driven Self-Learning Support for High-performance Ontology Population. LWDA (2016)
Sebastiaan Merino, Martin Atzmueller
Multimodal Behavioral Mobility Pattern Mining and Analysis Using Topic Modeling on GPS Data. MSM@WWW,MUSE@PKDD/ECML (2016)
Martin Atzmueller, Stephan Doerfel, Folke Mitzlaff
Description-oriented community detection using exhaustive subgroup discovery. Inf. Sci. 329 (2016)
Martin Atzmueller
Detecting community patterns capturing exceptional link trails. ASONAM (2016)
Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
Defining software architectures for big data enabled operator support systems. INDIN (2016)
Florian Lemmerich, Martin Atzmueller, Frank Puppe
Fast exhaustive subgroup discovery with numerical target concepts. Data Min. Knowl. Discov. 30 (3) (2016)

Martin Atzmueller.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Martin Atzmueller