All Stories

  1. Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis

    Article • May 2024, ACM (Association for Computing Machinery)

    James Miller, Naser Ezzati-Jivan

  2. Context-aware Root Cause Localization in Distributed Traces Using Social Network Analysis (Work In Progress paper)

    Article • May 2024, ACM (Association for Computing Machinery)

    James Miller, Naser Ezzati-Jivan

  3. Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision

    Article • ACM Transactions on Knowledge Discovery from Data, June 2022, ACM (Association for Computing Machinery)

    James Miller

  4. TabReformer: Unsupervised Representation Learning for Erroneous Data Detection

    Article • ACM/IMS Transactions on Data Science, May 2021, ACM (Association for Computing Machinery)

    James Miller

  5. Context-Based Evaluation of Dimensionality Reduction Algorithms—Experiments and Statistical Significance Analysis

    Article • ACM Transactions on Knowledge Discovery from Data, April 2021, ACM (Association for Computing Machinery)

    James Miller

  6. Asterisk

    Article • ACM/IMS Transactions on Data Science, May 2020, ACM (Association for Computing Machinery)

    James Miller

  7. A Pure Visual Approach for Automatically Extracting and Aligning Structured Web Data

    Article • ACM Transactions on Internet Technology, November 2019, ACM (Association for Computing Machinery)

    Fadwa Estuka, James Miller

  8. Cross-Browser Differences Detection Based on an Empirical Metric for Web Page Visual Similarity

    Article • ACM Transactions on Internet Technology, May 2018, ACM (Association for Computing Machinery)

    James Miller

  9. Test Case Prioritization Using Extended Digraphs

    Article • ACM Transactions on Software Engineering and Methodology, December 2015, ACM (Association for Computing Machinery)

    James Miller

  10. Consumer trust in e-commerce web sites

    Article • ACM Computing Surveys, April 2011, ACM (Association for Computing Machinery)

    James Miller