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Learning Büchi Automata and Its Applications

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  1. Chapter and Conference Paper

    A Novel Learning Algorithm for Büchi Automata Based on Family of DFAs and Classification Trees

    In this paper, we propose a novel algorithm to learn a Büchi automaton from a teacher who knows an \(\omega \) -regula...

    Yong Li, Yu-Fang Chen, Lijun Zhang in Tools and Algorithms for the Construction … (2017)

  2. Chapter and Conference Paper

    CPArec: Verifying Recursive Programs via Source-to-Source Program Transformation

    CPArec is a tool for verifying recursive C programs via source-to-source program transformation. It uses a recursion-free program analyzer CPAChecker as a black box and computes function summar...

    Yu-Fang Chen, Chiao Hsieh, Ming-Hsien Tsai in Tools and Algorithms for the Construction … (2015)

  3. Chapter and Conference Paper

    Commutativity of Reducers

    In the Map-Reduce programming model for data parallel computation, a reducer computes an output from a list of input values associated with a key. The inputs however may not arrive at a reducer in a fixed orde...

    Yu-Fang Chen, Chih-Duo Hong, Nishant Sinha in Tools and Algorithms for the Construction … (2015)

  4. Chapter and Conference Paper

    BULL: A Library for Learning Algorithms of Boolean Functions

    We present the tool BULL (Boolean fUnction Learning Library), the first publicly available implementation of learning algorithms for Boolean functions. The tool is implemented in C with interfaces to C++, JAVA...

    Yu-Fang Chen, Bow-Yaw Wang in Tools and Algorithms for the Construction … (2013)

  5. Chapter and Conference Paper

    Memorax, a Precise and Sound Tool for Automatic Fence Insertion under TSO

    We introduce Memorax, a tool for the verification of control state reachability (i.e., safety properties) of concurrent programs manipulating finite range and integer variables and running on top of weak memory m...

    Parosh Aziz Abdulla, Mohamed Faouzi Atig in Tools and Algorithms for the Construction … (2013)

  6. Chapter and Conference Paper

    Learning Minimal Separating DFA’s for Compositional Verification

    Algorithms for learning a minimal separating DFA of two disjoint regular languages have been proposed and adapted for different applications. One of the most important applications is learning minimal contextu...

    Yu-Fang Chen, Azadeh Farzan in Tools and Algorithms for the Construction … (2009)

  7. Chapter and Conference Paper

    GOAL Extended: Towards a Research Tool for Omega Automata and Temporal Logic

    This paper reports extensions to the GOAL tool that enable it to become a research tool for omega automata and temporal logic. The extensions include an expanded collection of translation, simplification, and ...

    Yih-Kuen Tsay, Yu-Fang Chen, Ming-Hsien Tsai in Tools and Algorithms for the Construction … (2008)

  8. Chapter and Conference Paper

    Extending Automated Compositional Verification to the Full Class of Omega-Regular Languages

    Recent studies have suggested the applicability of learning to automated compositional verification. However, current learning algorithms fall short when it comes to learning liveness properties. We extend the au...

    Azadeh Farzan, Yu-Fang Chen in Tools and Algorithms for the Construction … (2008)

  9. Chapter and Conference Paper

    GOAL: A Graphical Tool for Manipulating Büchi Automata and Temporal Formulae

    In this paper, we present a tool named GOAL (an acronym derived from “Graphical Tool for Omega-Automata and Logics”) whose main functions include (1) drawing and testing Büchi automata, (2) checking the language ...

    Yih-Kuen Tsay, Yu-Fang Chen, Ming-Hsien Tsai in Tools and Algorithms for the Construction … (2007)