Experiments with random projections for machine learning. - Dmitriy Fradkin; David Madigan (KDD, 2003)

A design space approach to analysis of information retrieval adaptive filtering systems. - Dmitriy Fradkin; Paul B. Kantor (CIKM, 2004)

Selected Data Mining Concepts. - James Abello; Graham Cormode; Dmitriy Fradkin; David Madigan; Ofer Melnik; Ilya B. Muchnik (Discrete Methods in Epidemiology, 2004)

Validation of Epidemiological Models: Chicken Epidemiology in the UK. - Dmitriy Fradkin; Ilya B. Muchnik; Patrick Hermans; Kenton Morgan (Discrete Methods in Epidemiology, 2004)

Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. - Sundara Venkataraman; Dimitris N. Metaxas; Dmitriy Fradkin; Casimir A. Kulikowski; Ilya B. Muchnik (ICTAI, 2004)

DIMACS at the TREC 2004 Genomics Track. - Aynur A. Dayanik; Dmitriy Fradkin; Alexander Genkin; Paul B. Kantor; David Madigan; David D. Lewis; Vladimir Menkov (TREC, 2004)

Methods for learning classifier combinations: no clear winner. - Dmitriy Fradkin; Paul B. Kantor (SAC, 2005)

Emerging Trend Prediction in Biomedical Literature. - Fabian Mörchen; Dmitriy Fradkin; Mathäus Dejori; Bernd Wachmann (AMIA, 2008)

Clustering Inside Classes Improves Performance of Linear Classifiers. - Dmitriy Fradkin (ICTAI (2), 2008)

Classifying Spend Descriptions with Off-the-Shelf Learning Components. - Saikat Mukherjee; Dmitriy Fradkin; Michael Roth (ICTAI (1), 2008)

Anticipating annotations and emerging trends in biomedical literature. - Fabian Mörchen; Mathäus Dejori; Dmitriy Fradkin; Julien Etienne; Bernd Wachmann; Markus Bundschus (KDD, 2008)

Robust Mining of Time Intervals with Semi-interval Partial Order Patterns. - Fabian Mörchen; Dmitriy Fradkin (SDM, 2010)

Hierarchical document clustering using local patterns. - Hassan H. Malik; John R. Kender; Dmitriy Fradkin; Fabian Mörchen (Data Min. Knowl. Discov., 2010)

Single pass text classification by direct feature weighting. - Hassan H. Malik; Dmitriy Fradkin; Fabian Mörchen (Knowl. Inf. Syst., 2011)

Mining recent temporal patterns for event detection in multivariate time series data. - Iyad Batal; Dmitriy Fradkin; James H. Harrison Jr.; Fabian Moerchen; Milos Hauskrecht (KDD, 2012)

Zips: mining compressing sequential patterns in streams. - Hoang Thanh Lam; Toon Calders; Jie Yang 028; Fabian Mörchen; Dmitriy Fradkin (IDEA@KDD, 2013)

Log-based predictive maintenance. - Ruben Sipos; Dmitriy Fradkin; Fabian Mörchen; Zhuang Wang (KDD, 2014)

Mining Compressing Sequential Patterns. - Hoang Thanh Lam; Fabian Mörchen; Dmitriy Fradkin; Toon Calders (Stat. Anal. Data Min., 2014)

Mining sequential patterns for classification. - Dmitriy Fradkin; Fabian Mörchen (Knowl. Inf. Syst., 2015)

An efficient pattern mining approach for event detection in multivariate temporal data. - Iyad Batal; Gregory F. Cooper; Dmitriy Fradkin; James H. Harrison Jr.; Fabian Moerchen; Milos Hauskrecht (Knowl. Inf. Syst., 2016)

Incorporating Task Analysis in the Design of a Tool for a Complex and Exploratory Search Task. - Tugba Kulahcioglu; Dmitriy Fradkin; Sridharan Palanivelu (CHIIR, 2017)

Big Data Processing for Power Grid Event Detection. - Bruno P. Leao; Dmitriy Fradkin; Yubo Wang; Sindhu Suresh (IEEE BigData, 2020)

Multimodal Knowledge Graph for Deep Learning Papers and Code. - Amar Viswanathan Kannan; Dmitriy Fradkin; Ioannis Akrotirianakis; Tugba Kulahcioglu; Arquimedes Canedo; Aditi Roy; Shih-Yuan Yu; Arnav V. Malawade; Mohammad Abdullah Al Faruque (CIKM, 2020)

Diag2graph: Representing Deep Learning Diagrams In Research Papers As Knowledge Graphs. - Aditi Roy; Ioannis Akrotirianakis; Amar Viswanathan Kannan; Dmitriy Fradkin; Arquimedes Canedo; Kaushik Koneripalli; Tugba Kulahcioglu (ICIP, 2020)

LogVis: Graph-Assisted Visual Analysis of Event Logs from Industrial Equipment. - Tugba Kulahcioglu; Dmitriy Fradkin; Ayse Parlak; Alexander Belkov (VOILA@ISWC, 2020)

Deep Reinforcement Learning for DER Cyber-Attack Mitigation. - Ciaran M. Roberts; Sy-Toan Ngo; Alexandre Milesi; Sean Peisert; Daniel B. Arnold; Shammya Saha; Anna Scaglione; Nathan G. Johnson; Anton Kocheturov; Dmitriy Fradkin (SmartGridComm, 2020)

Unsupervised Power System Event Detection and Classification Using Unlabeled PMU Data. - Tu Lan; You Lin; Jianhui Wang 001; Bruno P. Leao; Dmitriy Fradkin (ISGT-Europe, 2021)