Mining Software Engineering Data Bibliography

-- Resources--

Resources

• Mining Software Engineering Data A Survey
• International Workshop on Mining Software Repositories 2007     MSR 2006    MSR 2005    MSR 2004
• TSE special issue on MSR
• UIUC course: Data Mining for Security, Performance, and Software Robustness  course
• UIUC's Automatic On-the-fly Detection, Characterization, Recovery, and Correction of Software Bugs in Production Runs (NSF/ITR)  Probe group web  Probe publications
• Mining Software Engineering Data links
• Component Protocol Inference links

Available mining tools: 

• Machine learning/data mining tools: Weka UIUC software UIUC illimine Other UIUC tools Himalaya data mining tools released by Cornell Researchers  Java data mining algorithms Jian Pei's papers CP-MinerSubdue More Graph Mining Tools FFSM: Fast Frequent Subgraph Mining  Yadas  Clustering Info-Fuzzy Network  Machine Learning in Java (MLJ)  Liverpool tools YALE JAM Bayesian Network tools in Java (BNJ)JavaBayes jBNC UnBBayes Redwood BioJava.org BioPerl.org  GenomeWeb statdistlib  SemanticWebMining    Chunnan  SMILE  GGAT -Genetic Algorithm
• Frequent SubGraphs: Pathway
• Finite state machine learner: Kbehavior HMM mini-toolkit by Anand  PFSA learner
• Finite state machine tools:  PFSA leaner dk.brics.automaton algorithm  tools MachineLearning toolboxes att fsm GRAIL  jflap JCT amore- automata theoretic algorithms fsa  Fsa  TOOLS unitex umdes fsmgenerator sequence-analysis  PSOL IBAL Javanlp FSEGen openai   tina  jena jgrapht
• Concept analysis tools: Concepts kaba Formal Concept Analysis Formal Concept Analysis Resources  tockit  toscanaj   FCA java tool
• Genetic algorithms: JGAP   
• Bytecode analysis tools: Soot@McGill BCEL MBEL  bytecode viewers: Jad  Jclasslib
• Text analysis: William W. Cohen
       Minorthird, an open-source Java package of information extraction and text classification learning tools.
       SecondString is another open-source Java package, of approximate string matching techniques