| 2010 | SIGIR | Adaptive near-duplicate detection via similarity learning. | Hannaneh Hajishirzi, Wen-tau Yih, Aleksander Kolcz |
| 2009 | KDD | Genre-based decomposition of email class noise. | Aleksander Kolcz, Gordon V. Cormack |
| 2009 | SIGIR | Spam filter evaluation with imprecise ground truth. | Gordon V. Cormack, Aleksander Kolcz |
| 2007 | IJCAI | Avoidance of Model Re-Induction in SVM-Based Feature Selection for Text Categorization. | Aleksander Kolcz, Abdur Chowdhury |
| 2007 | KDD | Raising the baseline for high-precision text classifiers. | Aleksander Kolcz, Wen-tau Yih |
| 2005 | ICDM | Improving Automatic Query Classification via Semi-Supervised Learning. | Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz |
| 2005 | KDD | Local sparsity control for naive Bayes with extreme misclassification costs. | Aleksander Kolcz |
| 2005 | SIGIR | Automatic web query classification using labeled and unlabeled training data. | Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David A. Grossman, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz |
| 2004 | KDD | Improved robustness of signature-based near-replica detection via lexicon randomization. | Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector |
| 2002 | KDD | Efficient handling of high-dimensional feature spaces by randomized classifier ensembles. | Aleksander Kolcz, Xiaomei Sun, Jugal K. Kalita |
| 2001 | CIKM | Summarization as Feature Selection for Text Categorization. | Aleksander Kolcz, Vidya Prabakarmurthi, Jugal K. Kalita |
| 1999 | SIGIR | An Internet-Based Newspaper Filtering and Personalization System (demonstration abstract). | Aleksander Kolcz, Joshua Alspector |
| 1994 | PDP | Zelig: A Novel Parallel Computing Machine Using Reconfigurable Logic. | Neil J. Howard, Aleksander Kolcz, Andy M. Tyrrell, Nigel M. Allinson, Antonia J. Jones |