Iterated Phantom Induction: A Little Knowledge Can Go a Long Way. - Mark Brodie; Gerald DeJong (AAAI/IAAI, 1998)

Learning to Ride a Bicycle using Iterated Phantom Induction. - Mark Brodie; Gerald DeJong (ICML, 1999)

Iterated Phantom Induction: A Little Knowledge Can Go a Long Way - Mark Brodie (2000)

Optimizing Probe Selection for Fault Localization. - Mark Brodie; Irina Rish; Sheng Ma (DSOM, 2001)

A Unified Framework for Evaluation Metrics in Classification Using Decision Trees. - Ricardo Vilalta; Mark Brodie; Daniel Oblinger; Irina Rish (ECML, 2001)

Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control. - Mark Brodie; Gerald DeJong (Mach. Learn., 2001)

Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. - Irina Rish; Mark Brodie; Sheng Ma (AAAI/IAAI, 2002)

Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. - Mark Brodie; Irina Rish; Sheng Ma (IBM Syst. J., 2002)

Cross training and its application to skill mining. - Daniel Oblinger; Mark D. Reid; Mark Brodie; Rodrigo de Salvo Braz (IBM Syst. J., 2002)

Active Probing Strategies for Problem Diagnosis in Distributed Systems. - Mark Brodie; Irina Rish; Sheng Ma; Natalia Odintsova (IJCAI, 2003)

Real-time problem determination in distributed systems using active probing. - Irina Rish; Mark Brodie; Natalia Odintsova; Sheng Ma; Genady Grabarnik (NOMS (1), 2004)

Quickly Finding Known Software Problems via Automated Symptom Matching. - Mark Brodie; Sheng Ma; Guy M. Lohman; Laurent Mignet; Natwar Modani; Mark Wilding; Jon Champlin; Peter Sohn (ICAC, 2005)

Test-based diagnosis: tree and matrix representations. - Alina Beygelzimer; Mark Brodie; Sheng Ma; Irina Rish (Integrated Network Management, 2005)

Automated Problem Determination using Call-Stack Matching. - Mark Brodie; Sheng Ma; Leonid Rachevsky; Jon Champlin (J. Netw. Syst. Manag., 2005)

Adaptive diagnosis in distributed systems. - Irina Rish; Mark Brodie; Sheng Ma; Natalia Odintsova; Alina Beygelzimer; Genady Grabarnik; Karina Hernandez (IEEE Trans. Neural Networks, 2005)

TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. - Hui Xiong 001; Mark Brodie; Sheng Ma (ICDM, 2006)

Support Services: Persuading Employees and Customers to Do what Is in the Community's Best Interest. - Mark Brodie; Jennifer Lai; Jonathan Lenchner; William Luken; Kavitha Ranganathan; Jung-Mu Tang; Maja Vukovic (PERSUASIVE, 2007)

A Graphical Approach to Providing Infrastructure Recommendations for IT. - Ashwin Lall; Anca Sailer; Mark Brodie (IEEE SCC (2), 2008)

SPIRIT: Service for providing infrastructure recommendations for IT. - Ashwin Lall; Anca Sailer; Mark Brodie (NOMS, 2008)

Top-k Correlation Computation. - Hui Xiong 001; Wenjun Zhou 001; Mark Brodie; Sheng Ma (INFORMS J. Comput., 2008)

Decision Tree Learning Using a Bayesian Approach at Each Node. - Mirela Andronescu; Mark Brodie (Canadian AI, 2009)