\beamer@endinputifotherversion {3.01pt} \beamer@sectionintoc {1}{Background}{2}{0}{1} \beamer@subsectionintoc {1}{1}{Data Sharing}{3}{0}{1} \beamer@subsectionintoc {1}{2}{Experiment Sharing}{4}{0}{1} \beamer@subsectionintoc {1}{3}{How?}{5}{0}{1} \beamer@sectionintoc {2}{Related Work}{6}{0}{2} \beamer@subsectionintoc {2}{1}{KNIME}{7}{0}{2} \beamer@subsectionintoc {2}{2}{RapidMiner}{8}{0}{2} \beamer@subsectionintoc {2}{3}{Weka}{9}{0}{2} \beamer@subsectionintoc {2}{4}{Others}{10}{0}{2} \beamer@subsectionintoc {2}{5}{Textual vs. Visual Appraoches}{11}{0}{2} \beamer@sectionintoc {3}{The Goal}{12}{0}{3} \beamer@subsectionintoc {3}{1}{The Goal}{13}{0}{3} \beamer@subsectionintoc {3}{2}{Modularity}{14}{0}{3} \beamer@subsectionintoc {3}{3}{Self-containment}{15}{0}{3} \beamer@subsectionintoc {3}{4}{Brevity of Code}{16}{0}{3} \beamer@subsectionintoc {3}{5}{Availability at No Cost}{17}{0}{3} \beamer@sectionintoc {4}{Ourmine}{18}{0}{4} \beamer@subsectionintoc {4}{1}{What is Ourmine?}{19}{0}{4} \beamer@subsectionintoc {4}{2}{Why a Scripting Environment?}{20}{0}{4} \beamer@subsectionintoc {4}{3}{Important Functions}{21}{0}{4} \beamer@subsectionintoc {4}{4}{Installing and Running Ourmine}{22}{0}{4} \beamer@sectionintoc {5}{Experiments Using Ourmine}{23}{0}{5} \beamer@subsectionintoc {5}{1}{Commissioning a Learner}{25}{0}{5} \beamer@subsectionintoc {5}{2}{Cross-Company Defect Prediction using Relevancy Filtering}{34}{0}{5} \beamer@subsectionintoc {5}{3}{Component vs. Whole-based Defect Prediction}{40}{0}{5} \beamer@subsectionintoc {5}{4}{Analyzing the Scalability of Clustering Text Documents}{49}{0}{5} \beamer@sectionintoc {6}{Conclusion}{57}{0}{6} \beamer@sectionintoc {7}{Future Work}{60}{0}{7}