Publications and Patents

 

  1. Eran Shaham, Adam Maciej Westerski, Kanagasabai Rajaraman, Amudha Narayanan, Samuel Ong, Jiayu Wong, Manjeet Singh. Using Unsupervised Learning for Data-driven Procurement Demand Aggregation. The Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI/AAAI). Won the 'IAAI Deployed Application Award', 2021 .
  2. Adam Maciej Westerski, Kanagasabai Rajaraman, Eran Shaham, Amudha Narayanan, Jiayu Wong, Manjeet Singh. Explainable Anomaly Detection for Procurement Fraud Identification—Lessons from Practical Deployments. in Journal of International Transactions in Operational Research (ITOR), 28(6): 3276-3302, 2021 .
  3. Eran Shaham, Adam Maciej Westerski, Kanagasabai Rajaraman. Method And Apparatus For Procurement Demand Aggregation. PCT Patent Issued No. WO2019231390A1, 2019 .
  4. Eran Shaham, Honghai Yu, Xiao-Li Li. On Finding the Maximum Edge Biclique in a Bipartite Graph: A Subspace Clustering Approach. in SIAM International Conference on Data Mining (SDM), pp. 315-323, 2016 .
  5. Qirong Ho, Wenqing Lin, Eran Shaham, Shonali Krishnaswamy, The Anh Dang, Jingxuan Wang, Isabel Choo Zhongyan, Amy Shi-Nash. A Distributed Graph Algorithm for Discovering Unique Behavioral Groups from Large-Scale Telco Data. in ACM International Conference on Information and Knowledge Management (CIKM), pp. 1353-1362, 2016 .
  6. Eran Shaham, David Sarne, Boaz Ben-Moshe. Co-clustering of Fuzzy Lagged Data. in Journal of Knowledge and Information Systems (KAIS), 44(1): 217-252, 2015 .
  7. Eran Shaham. Mining Fuzzy Lagged Patterns. Ph.D. thesis, Bar-Ilan University, Israel, 2014 .
  8. Eran Shaham, David Sarne, Boaz Ben-Moshe. Efficient Error Setting for Subspace Miners. in 10th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM), pp. 1–15, 2014 .
  9. Eran Shaham, David Sarne, Boaz Ben-Moshe. Sleeved Co-clustering of Lagged Data. in Journal of Knowledge and Information Systems (KAIS), 31(2):251–279, 2012 .
  10. Eran Shaham, David Sarne, Boaz Ben-Moshe. Co-clustering of Lagged Data. in 10th IEEE International Conference on Data Mining (ICDM), pp. 451–460, 2010 .
  11. Dikla Dotan, Eran Shaham, Avraham A. Melkman. Sleeved CoClustering for Identification of Tightly Co-expressed Genes. in Israeli Society for Bioinformatics and Computational Biology (IBS), 2005.
  12. Avraham A. Melkman, Eran Shaham. Sleeved CoClustering. in 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 635–640, 2004 .