CONCUR'10 Proceedings of the 21st international conference on Concurrency theory
From ZULU to RERS: lessons learned in the ZULU challenge
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
On handling data in automata learning: considerations from the CONNECT perspective
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
Automata learning with automated alphabet abstraction refinement
VMCAI'11 Proceedings of the 12th international conference on Verification, model checking, and abstract interpretation
TACAS'11/ETAPS'11 Proceedings of the 17th international conference on Tools and algorithms for the construction and analysis of systems: part of the joint European conferences on theory and practice of software
Iterative refinement of specification for component based embedded systems
Proceedings of the 2011 International Symposium on Software Testing and Analysis
libalf: the automata learning framework
CAV'10 Proceedings of the 22nd international conference on Computer Aided Verification
A theory of history dependent abstractions for learning interface automata
CONCUR'12 Proceedings of the 23rd international conference on Concurrency Theory
Automated inference of models for black box systems based on interface descriptions
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
Learning techniques for software verification and validation
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
Inferring semantic interfaces of data structures
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
LearnLib tutorial: from finite automata to register interface programs
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
BULL: a library for learning algorithms of boolean functions
TACAS'13 Proceedings of the 19th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Active continuous quality control
Proceedings of the 16th International ACM Sigsoft symposium on Component-based software engineering
Automatic synthesis of modular connectors via composition of protocol mediation patterns
Proceedings of the 2013 International Conference on Software Engineering
Producing software by integration: challenges and research directions (keynote)
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Software model synthesis using satisfiability solvers
Empirical Software Engineering
Empirical Software Engineering
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In this paper, we present the LearnLib, a library of tools for automata learning, which is explicitly designed for the systematic experimental analysis of the profile of available learning algorithms and corresponding optimizations. Its modular structure allows users to configure their own tailored learning scenarios, which exploit specific properties of their envisioned applications. As has been shown earlier, exploiting application-specific structural features enables optimizations that may lead to performance gains of several orders of magnitude, a necessary precondition to make automata learning applicable to realistic scenarios.