Learning regular sets from queries and counterexamples
Information and Computation
Test Selection Based on Finite State Models
IEEE Transactions on Software Engineering
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Quickly detecting relevant program invariants
Proceedings of the 22nd international conference on Software engineering
Automatic generation of program specifications
ISSTA '02 Proceedings of the 2002 ACM SIGSOFT international symposium on Software testing and analysis
Library-Based Design and Consistency Checking of System-Level Industrial Test Cases
FASE '01 Proceedings of the 4th International Conference on Fundamental Approaches to Software Engineering
Model Generation by Moderated Regular Extrapolation
FASE '02 Proceedings of the 5th International Conference on Fundamental Approaches to Software Engineering
Protocol Conformance Testing Using Multiple UIO Sequences
Proceedings of the IFIP WG6.1 Ninth International Symposium on Protocol Specification, Testing and Verification IX
FORTE XII / PSTV XIX '99 Proceedings of the IFIP TC6 WG6.1 Joint International Conference on Formal Description Techniques for Distributed Systems and Communication Protocols (FORTE XII) and Protocol Specification, Testing and Verification (PSTV XIX)
OPEN/CÆSAR: An OPen Software Architecture for Verification, Simulation, and Testing
TACAS '98 Proceedings of the 4th International Conference on Tools and Algorithms for Construction and Analysis of Systems
Behavior-Based Model Construction
VMCAI 2003 Proceedings of the 4th International Conference on Verification, Model Checking, and Abstract Interpretation
Finding Latent Code Errors via Machine Learning over Program Executions
Proceedings of the 26th International Conference on Software Engineering
Remote Integration and Coordination of Verification Tools in JETI
ECBS '05 Proceedings of the 12th IEEE International Conference and Workshops on Engineering of Computer-Based Systems
Efficient test-based model generation for legacy reactive systems
HLDVT '04 Proceedings of the High-Level Design Validation and Test Workshop, 2004. Ninth IEEE International
On the correspondence between conformance testing and regular inference
FASE'05 Proceedings of the 8th international conference, held as part of the joint European Conference on Theory and Practice of Software conference on Fundamental Approaches to Software Engineering
jETI: a tool for remote tool integration
TACAS'05 Proceedings of the 11th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Hybrid test of web applications with webtest
TAV-WEB '08 Proceedings of the 2008 workshop on Testing, analysis, and verification of web services and applications
Synthesizing Semantic Web Service Compositions with jMosel and Golog
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Model-driven development with the jABC
HVC'06 Proceedings of the 2nd international Haifa verification conference on Hardware and software, verification and testing
Dynamic testing via automata learning
HVC'07 Proceedings of the 3rd international Haifa verification conference on Hardware and software: verification and testing
CONCUR'10 Proceedings of the 21st international conference on Concurrency theory
Generating models of infinite-state communication protocols using regular inference with abstraction
ICTSS'10 Proceedings of the 22nd IFIP WG 6.1 international conference on Testing software and systems
Inferring compact models of communication protocol entities
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
Inference and abstraction of the biometric passport
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
Regular inference for state machines with parameters
FASE'06 Proceedings of the 9th international conference on Fundamental Approaches to Software Engineering
LearnLib: a library for automata learning and experimentation
FASE'06 Proceedings of the 9th international conference on Fundamental Approaches to Software Engineering
Inferring class level specifications for distributed systems
Proceedings of the 34th International Conference on Software Engineering
Active continuous quality control
Proceedings of the 16th International ACM Sigsoft symposium on Component-based software engineering
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In this paper we present the LearnLib, a library for automata learning and experimentation. Its modular structure allows users to configure their tailored learning scenarios, which exploit specific properties of the 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.