Brian S. Mitchell

Orcid: 0009-0002-7820-3927

Affiliations:
  • Drexel University, Department of Computer Science, Philadelphia, PA, USA (PhD 2002)


According to our database1, Brian S. Mitchell authored at least 24 papers between 1998 and 2026.

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Timeline

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Bibliography

2026
Improving Router Security using BERT.
CoRR, January, 2026

2025
RIG-RAG: A GraphRAG Inspired Approach to Agentic Cloud Infrastructure.
Proceedings of the 2025 Conference on Applied Machine Learning for Information Security (CAMLIS), 2025

2024
contrastBERT: Behavioral Anomaly Detection for Malware Using Contrastive Learning.
Proceedings of the Game Theory and AI for Security, 2024

On the Automatic Identification of Misconfiguration Errors in Cloud Native Systems.
Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference, 2024

Malware Detection in Cloud Native Environments.
Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference, 2024

2023
Cloud Native Software Engineering.
CoRR, 2023

2008
On the evaluation of the Bunch search-based software modularization algorithm.
Soft Comput., 2008

2006
On the Automatic Modularization of Software Systems Using the Bunch Tool.
IEEE Trans. Software Eng., 2006

2004
Prepositional phrase attachment using machine learning algorithms.
PhD thesis, 2004

A Labelled Corpus for Prepositional Phrase Attachment.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Using Interconnection Style Rules to Infer Software Architecture Relations.
Proceedings of the Genetic and Evolutionary Computation, 2004

2003
Formulating software engineering as a search problem.
IEE Proc. Softw., 2003

A Heuristic Approach to Solving the Software Clustering Problem.
Proceedings of the 19th International Conference on Software Maintenance (ICSM 2003), 2003

Modeling the Search Landscape of Metaheuristic Software Clustering Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

2002
Search based reverse engineering.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

A Comparison of Machine Learning Algorithms for Prepositional Phrase Attachment.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Using Heuristic Search Techniques To Extract Design Abstractions From Source Code.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001
An Architecture for Distributing the Computation of Software Clustering Algorithms.
Proceedings of the 2001 Working IEEE / IFIP Conference on Software Architecture (WICSA 2001), 2001

CRAFT: A Framework for Evaluating Software Clustering Results in the Absence of Benchmark Decompositions.
Proceedings of the Eighth Working Conference on Reverse Engineering, 2001

Comparing the Decompositions Produced by Software Clustering Algorithms Using Similarity Measurements.
Proceedings of the 2001 International Conference on Software Maintenance, 2001

1999
Bunch: A Clustering Tool for the Recovery and Maintenance of Software System Structures.
Proceedings of the 1999 International Conference on Software Maintenance, 1999

1998
University of Sheffield: Description of the LaSIE-II System as Used for MUC-7.
Proceedings of the Seventh Message Understanding Conference: Proceedings of a Conference Held in Fairfax, 1998

Using Automatic Clustering to Produce High-Level System Organizations of Source Code.
Proceedings of the 6th International Workshop on Program Comprehension (IWPC '98), 1998

An Experiment in Estimating Reliability Growth Under Both Representative and Directed Testing.
Proceedings of ACM SIGSOFT International Symposium on Software Testing and Analysis, 1998


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