Patrick Mäder

Orcid: 0000-0001-6871-2707

Affiliations:
  • TU Ilmenau, Institute for Computer and Systems Engineering, Germany (PhD 2009)


According to our database1, Patrick Mäder authored at least 121 papers between 1995 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2025
Temporal convolution derived multi-layered reservoir computing.
Neurocomputing, 2025

2024
Detektion von Prozessunregelmäßigkeiten beim MSG-Schweißen durch Analyse des Luftschallsignals mittels Convolutional Neural Network (CNN).
Autom., October, 2024

Assessing the utility of text-to-SQL approaches for satisfying software developer information needs.
Empir. Softw. Eng., February, 2024

MagneticPillars: Efficient Point Cloud Registration through Hierarchized Birds-Eye-View Cell Correspondence Refinement.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Collaboration Management for Federated Learning.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Weakly Supervised End2End Deep Visual Odometry.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
${\text{FS}^{3}}_{\text{change}}$FS3change: A Scalable Method for Change Pattern Mining.
IEEE Trans. Software Eng., June, 2023

A systematic comparison of deep learning methods for EEG time series analysis.
Frontiers Neuroinformatics, March, 2023

Parameterizing echo state networks for multi-step time series prediction.
Neurocomputing, 2023

Privacy Preserving Federated Learning with Convolutional Variational Bottlenecks.
CoRR, 2023

LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving.
CoRR, 2023

A Static Analysis Platform for Investigating Security Trends in Repositories.
Proceedings of the 1st IEEE/ACM International Workshop on Software Vulnerability, 2023

Dropout Is NOT All You Need to Prevent Gradient Leakage.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Graph Based Mining of Code Change Patterns From Version Control Commits.
IEEE Trans. Software Eng., 2022

Synaptic Scaling - An Artificial Neural Network Regularization Inspired by Nature.
IEEE Trans. Neural Networks Learn. Syst., 2022

Flipped Classroom: Effective Teaching for Time Series Forecasting.
Trans. Mach. Learn. Res., 2022

SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras.
IEEE Trans. Intell. Transp. Syst., 2022

Deep security analysis of program code.
Empir. Softw. Eng., 2022

Propagating frugal user feedback through closeness of code dependencies to improve IR-based traceability recovery.
Empir. Softw. Eng., 2022

Combining Variational Modeling with Partial Gradient Perturbation to Prevent Deep Gradient Leakage.
CoRR, 2022

Direct data-driven forecast of local turbulent heat flux in Rayleigh-Bénard convection.
CoRR, 2022

A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors.
CoRR, 2022

PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

StickyLocalization: Robust End-To-End Relocalization on Point Clouds using Graph Neural Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Generalizability of Code Clone Detection on CodeBERT.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Using Consensual Biterms from Text Structures of Requirements and Code to Improve IR-Based Traceability Recovery.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving.
Proceedings of the 8th International Conference on Event-Based Control, 2022

2021
Reactive Auto-Completion of Modeling Activities.
IEEE Trans. Software Eng., 2021

OmniDet: Surround View Cameras Based Multi-Task Visual Perception Network for Autonomous Driving.
IEEE Robotics Autom. Lett., 2021

SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

FisheyeDistanceNet++: Self-Supervised Fisheye Distance Estimation with Self-Attention, Robust Loss Function and Camera View Generalization.
Proceedings of the Autonomous Vehicles and Machines 2021, online, January 11-28, 2021, 2021

Development Methodologies for Safety Critical Machine Learning Applications in the Automotive Domain: A Survey.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Erste Überlegungen zur Erklärbarkeit von Deep-Learning-Modellen für die Analyse von Quellcode.
Softwaretechnik-Trends, 2020

Flora Capture: a citizen science application for collecting structured plant observations.
BMC Bioinform., 2020

SpojitR: Intelligently Link Development Artifacts.
Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

Request for comments: conversation patterns in issue tracking systems of open-source projects.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

UnRectDepthNet: Self-Supervised Monocular Depth Estimation using a Generic Framework for Handling Common Camera Distortion Models.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

FisheyeDistanceNet: Self-Supervised Scale-Aware Distance Estimation using Monocular Fisheye Camera for Autonomous Driving.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Structured information in bug report descriptions - influence on IR-based bug localization and developers.
Softw. Qual. J., 2019

Efficiently Annotating Object Images with Absolute Size Information Using Mobile Devices.
Int. J. Comput. Vis., 2019

FisheyeDistanceNet: Self-Supervised Scale-Aware Distance Estimation using Monocular Fisheye Camera for Autonomous Driving.
CoRR, 2019

Image-based classification of plant genus and family for trained and untrained plant species.
BMC Bioinform., 2019

A Machine Learning Approach for Detecting Ultrasonic Echoes in Noisy Environments.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Traceability in the Wild: Automatically Augmenting Incomplete Trace Links.
Proceedings of the Software Engineering and Software Management, 2019

Preface.
Proceedings of the Joint Proceedings of REFSQ-2019 Workshops, 2019

Selecting Open Source Projects for Traceability Case Studies.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2019

Using frugal user feedback with closeness analysis on code to improve IR-based traceability recovery.
Proceedings of the 27th International Conference on Program Comprehension, 2019

2018
Preprocessing Texts in Issue Tracking Systems to improve IR Techniques for Trace Creation.
Softwaretechnik-Trends, 2018

Lessons Learned from Analyzing Requirements Traceability using a Graph Database.
Softwaretechnik-Trends, 2018

State of the Art of Traceability in Open-Source Projects.
Softwaretechnik-Trends, 2018

Automated plant species identification - Trends and future directions.
PLoS Comput. Biol., 2018

Recommending plant taxa for supporting on-site species identification.
BMC Bioinform., 2018

Analyzing requirements and traceability information to improve bug localization.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Use of trace link types in issue tracking systems.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

DLR secure software engineering: position and vision paper.
Proceedings of the 1st International Workshop on Security Awareness from Design to Deployment, 2018

Influence of Structured Information in Bug Report Descriptions on IR-Based Bug Localization.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

2017
Preventing Defects: The Impact of Requirements Traceability Completeness on Software Quality.
IEEE Trans. Software Eng., 2017

Empirical studies in software and systems traceability.
Empir. Softw. Eng., 2017

Analyzing closeness of code dependencies for improving IR-based Traceability Recovery.
Proceedings of the IEEE 24th International Conference on Software Analysis, 2017

Are Graph Query Languages Applicable for Requirements Traceability Analysis?
Proceedings of the Joint Proceedings of REFSQ-2017 Workshops, 2017

The IlmSeven Dataset.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

RapMOD - in situ auto-completion for graphical models: poster.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
A quality model for the systematic assessment of requirements traceability.
Proceedings of the Software Engineering 2016, 2016

How Firms Adapt and Interact in Open Source Ecosystems: Analyzing Stakeholder Influence and Collaboration Patterns.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2016

Continuous assessment of software traceability.
Proceedings of the 38th International Conference on Software Engineering, 2016

2015
From Raw Project Data to Business Intelligence.
IEEE Softw., 2015

Can method data dependencies support the assessment of traceability between requirements and source code?
J. Softw. Evol. Process., 2015

Do developers benefit from requirements traceability when evolving and maintaining a software system?
Empir. Softw. Eng., 2015

Software and Systems Traceability for Safety-Critical Projects (Dagstuhl Seminar 15162).
Dagstuhl Reports, 2015

Traceability Gap Analysis for Assessing the Conformance of Software Traceability to Relevant Guidelines.
Proceedings of the Software Engineering & Management 2015, Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW, 17. März, 2015

Estimating the Implementation Risk of Requirements in Agile Software Development Projects with Traceability Metrics.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2015

Live Study Proposal: Collecting Natural Language Trace Queries.
Proceedings of the Joint Proceedings of REFSQ-2015 Workshops, 2015

2014
Achieving lightweight trustworthy traceability.
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

Pattern-based auto-completion of UML modeling activities.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

Mind the gap: assessing the conformance of software traceability to relevant guidelines.
Proceedings of the 36th International Conference on Software Engineering, 2014

Software traceability: trends and future directions.
Proceedings of the on Future of Software Engineering, 2014

2013
A visual language for modeling and executing traceability queries.
Softw. Syst. Model., 2013

Strategic Traceability for Safety-Critical Projects.
IEEE Softw., 2013

Interactive Traceability Querying and Visualization for Coping With Development Complexity
CoRR, 2013

Requirements Traceability across Organizational Boundaries - A Survey and Taxonomy.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2013

A Survey on Usage Scenarios for Requirements Traceability in Practice.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2013

An empirical study on project-specific traceability strategies.
Proceedings of the 21st IEEE International Requirements Engineering Conference, 2013

A domain-centric approach for recommending architectural tactics to satisfy quality concerns.
Proceedings of the 3rd International Workshop on the Twin Peaks of Requirements and Architecture, 2013

Recommending Auto-completions for Software Modeling Activities.
Proceedings of the Model-Driven Engineering Languages and Systems, 2013

Towards feature-aware retrieval of refinement traces.
Proceedings of the 7th International Workshop on Traceability in Emerging Forms of Software Engineering, 2013

2012
Towards automated traceability maintenance.
J. Syst. Softw., 2012

Variability points and design pattern usage in architectural tactics.
Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

Trace Queries for Safety Requirements in High Assurance Systems.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2012

Breaking the big-bang practice of traceability: Pushing timely trace recommendations to project stakeholders.
Proceedings of the 2012 20th IEEE International Requirements Engineering Conference (RE), 2012

Assessing the effect of requirements traceability for software maintenance.
Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Do data dependencies in source code complement call dependencies for understanding requirements traceability?
Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Ready-to-Use Traceability on Evolving Projects.
Proceedings of the Software and Systems Traceability., 2012

Acquiring Tool Support for Traceability.
Proceedings of the Software and Systems Traceability., 2012


2011
Evaluation of design pattern recovery tools.
Proceedings of the First World Conference on Information Technology, 2011

Flexible design pattern detection based on feature types.
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

Do software engineers benefit from source code navigation with traceability? - An experiment in software change management.
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

Grand challenges, benchmarks, and TraceLab: developing infrastructure for the software traceability research community.
Proceedings of the TEFSE'11, 2011

Fine-Tuning Model Transformation: Change Propagation in Context of Consistency, Completeness, and Human Guidance.
Proceedings of the Theory and Practice of Model Transformations, 2011

2010
Rule-based maintenance of post-requirements traceability.
PhD thesis, 2010

Design pattern recovery based on annotations.
Adv. Eng. Softw., 2010

Design Pattern Recovery based on Pattern Features.
Proceedings of the 2010 International Conference on Software Engineering Research & Practice, 2010

A Visual Traceability Modeling Language.
Proceedings of the Model Driven Engineering Languages and Systems, 2010

A Taxonomy and Visual Notation for Modeling Globally Distributed Requirements Engineering Projects.
Proceedings of the 5th IEEE International Conference on Global Software Engineering, 2010

2009
Motivation Matters in the Traceability Trenches.
Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

How to Select a Requirements Management Tool: Initial Steps.
Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

Getting back to basics: Promoting the use of a traceability information model in practice.
Proceedings of the ICSE Workshop on Traceability in Emerging Forms of Software Engineering, 2009

Semi-automated traceability maintenance: An architectural overview of traceMaintainer.
Proceedings of the 31st International Conference on Software Engineering, 2009

(Halb-)Automatische Pflege von Anforderungs-Traceability.
Proceedings of the Ausgezeichnete Informatikdissertationen 2009, 2009

Enabling Automated Traceability Maintenance through the Upkeep of Traceability Relations.
Proceedings of the Model Driven Architecture, 2009

2008
Rule-Based Maintenance of Post-Requirements Traceability Relations.
Proceedings of the 16th IEEE International Requirements Engineering Conference, 2008

traceMaintainer - Automated Traceability Maintenance.
Proceedings of the 16th IEEE International Requirements Engineering Conference, 2008

Enabling Automated Traceability Maintenance by Recognizing Development Activities Applied to Models.
Proceedings of the 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008), 2008

2007
A Traceability Link Model for the Unified Process.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Customizing Traceability Links for the Unified Process.
Proceedings of the Software Architectures, 2007

2006
Aufrechterhaltung von Traceability Links während evolutionärer Softwareentwicklung.
Softwaretechnik-Trends, 2006

Traceability for Managing Evolutionary Change.
Proceedings of the 15th International Conference on Software Engineering and Data Engineering (SEDE-2006), 2006

1995
EDI und UN/EDIFACT: Noch ist Zeit zum Agieren.
Electron. Mark., 1995


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