Mitchell Joblin

Orcid: 0000-0001-8812-3379

Affiliations:
  • Siemens Corporate Technology, Munich, Germany
  • Siemens AG, Erlangen, Germany


According to our database1, Mitchell Joblin authored at least 27 papers between 2015 and 2023.

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

Timeline

Legend:

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Online presence:

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Bibliography

2023
Automatic Core-Developer Identification on GitHub: A Validation Study.
ACM Trans. Softw. Eng. Methodol., November, 2023

Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling.
Autom. Softw. Eng., November, 2023

Hierarchical and Hybrid Organizational Structures in Open-source Software Projects: A Longitudinal Study.
ACM Trans. Softw. Eng. Methodol., July, 2023

Combining Sub-Symbolic and Symbolic Methods for Explainability.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

2022
In Search of Socio-Technical Congruence: A Large-Scale Longitudinal Study.
IEEE Trans. Software Eng., 2022

How Do Successful and Failed Projects Differ? A Socio-Technical Analysis.
ACM Trans. Softw. Eng. Methodol., 2022

Task-driven knowledge graph filtering improves prioritizing drugs for repurposing.
BMC Bioinform., 2022

Synchronous development in open-source projects: A higher-level perspective.
Autom. Softw. Eng., 2022

On Calibration of Graph Neural Networks for Node Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
In Search of Socio-Technical Congruence: A Large-Scale Longitudinal Study.
Dataset, May, 2021

Combining Sub-symbolic and Symbolic Methods for Explainability.
Proceedings of the Rules and Reasoning - 5th International Joint Conference, 2021

Demystifying Graph Neural Network Explanations.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

A New Concept for Explaining Graph Neural Networks.
Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), 2021

Learning Domain-Specific Edit Operations from Model Repositories with Frequent Subgraph Mining.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Neural Multi-hop Reasoning with Logical Rules on Biomedical Knowledge Graphs.
Proceedings of the Semantic Web - 18th International Conference, 2021

Generating Table Vector Representations.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing.
CoRR, 2020

Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs.
CoRR, 2020

Reasoning on Knowledge Graphs with Debate Dynamics.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A Recommender System for Complex Real-World Applications with Nonlinear Dependencies and Knowledge Graph Context.
Proceedings of the Semantic Web - 16th International Conference, 2019

2017
Structural and Evolutionary Analysis of Developer Networks.
PhD thesis, 2017

Evolutionary trends of developer coordination: a network approach.
Empir. Softw. Eng., 2017

Classifying developers into core and peripheral: an empirical study on count and network metrics.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
An Interactive Survey Application for Validating Social Network Analysis Techniques.
R J., 2016

2015
From Developer Networks to Verified Communities: A Fine-Grained Approach.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015


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