Aleksander Kolcz

Publication Activity (10 Years)

Years Active: 1994-2013
Publications (10 Years): 0

Top Topics

Polarity Classification

Online Learning

Learning Scheme

Top Venues

Publications

Ramnath Balasubramanyan, Aleksander Kolcz
"w00t! feeling great today!": chatter in Twitter: identification and prevalence. ASONAM (2013)
Aleksander Kolcz
Large Scale Learning at Twitter. ESWC (2012)
Hannaneh Hajishirzi, Wen-tau Yih, Aleksander Kolcz
Adaptive near-duplicate detection via similarity learning. SIGIR (2010)
Gordon V. Cormack, Aleksander Kolcz
Spam filter evaluation with imprecise ground truth. SIGIR (2009)
Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Data Min. Knowl. Discov. 19 (2) (2009)
Aleksander Kolcz, Gordon V. Cormack
Genre-based decomposition of email class noise. KDD (2009)
Yang Song, Aleksander Kolcz, C. Lee Giles
Better Naive Bayes classification for high-precision spam detection. Softw. Pract. Exp. 39 (11) (2009)
Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
Guest editors' introduction: Special Issue from ECML PKDD 2009. Mach. Learn. 76 (2-3) (2009)
Aleksander Kolcz, Abdur Chowdhury
Lexicon randomization for near-duplicate detection with I-Match. J. Supercomput. 45 (3) (2008)
Elena Zheleva, Aleksander Kolcz, Lise Getoor
Trusting spam reporters: A reporter-based reputation system for email filtering. ACM Trans. Inf. Syst. 27 (1) (2008)
Aleksander Kolcz, Wen-tau Yih
Site-Independent Template-Block Detection. PKDD (2007)
Aleksander Kolcz, Wen-tau Yih
Raising the baseline for high-precision text classifiers. KDD (2007)
Aleksander Kolcz, Abdur Chowdhury
Avoidance of Model Re-Induction in SVM-Based Feature Selection for Text Categorization. IJCAI (2007)
Aleksander Kolcz, Abdur Chowdhury
Hardening Fingerprinting by Context. CEAS (2007)
Aleksander Kolcz, Michael Bond, James Sargent
The challenges of service-side personalized spam filtering: scalability and beyond. Infoscale (2006)
Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
Improving Automatic Query Classification via Semi-Supervised Learning. ICDM (2005)
Aleksander Kolcz
Local sparsity control for naive Bayes with extreme misclassification costs. KDD (2005)
Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David A. Grossman, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
Automatic web query classification using labeled and unlabeled training data. SIGIR (2005)
Aleksander Kolcz, Abdur Chowdhury
Improved Naive Bayes for Extremely Skewed Misclassification Costs. PKDD (2005)
Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector
Improved robustness of signature-based near-replica detection via lexicon randomization. KDD (2004)
Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector
The Impact of Feature Selection on Signature-Driven Spam Detection. CEAS (2004)
Aleksander Kolcz, Xiaomei Sun, Jugal K. Kalita
Efficient handling of high-dimensional feature spaces by randomized classifier ensembles. KDD (2002)
Aleksander Kolcz, Joshua Alspector
Asymmetric Missing-data Problems: Overcoming the Lack of Negative Data in Preference Ranking. Inf. Retr. 5 (1) (2002)
Aleksander Kolcz, Vidya Prabakarmurthi, Jugal K. Kalita
Summarization as Feature Selection for Text Categorization. CIKM (2001)
Aleksander Kolcz
N-tuple Network, CART, and Bagging. Neural Comput. 12 (2) (2000)
Aleksander Kolcz, Joshua Alspector, Marijke F. Augusteijn
A Line-Oriented Approach to Word Spotting in Handwritten Documents. Pattern Anal. Appl. 3 (2) (2000)
Aleksander Kolcz, Nigel M. Allinson
The general memory neural network and its relationship with basis function architectures. Neurocomputing 29 (1-3) (1999)
Aleksander Kolcz, Nigel M. Allinson
Basis function models of the CMAC network. Neural Networks 12 (1) (1999)
Aleksander Kolcz, Joshua Alspector
An Internet-Based Newspaper Filtering and Personalization System (demonstration abstract). SIGIR (1999)
Aleksander Kolcz, Joshua Alspector, Marijke F. Augusteijn, Robert Carlson, George V. Popescu
Visual keyword-based word spotting in handwritten documents. Document Recognition (1998)
Joshua Alspector, Aleksander Kolcz, Nachimuthu Karunanithi
Comparing Feature-Based and Clique-Based User Models for Movie Selection. ACM DL (1998)
Joshua Alspector, Aleksander Kolcz, Nachimuthu Karunanithi
Feature-based and Clique-based User Models for Movie Selection: A Comparative Study. User Model. User Adapt. Interact. 7 (4) (1997)
Aleksander Kolcz, Nigel M. Allinson
N-tuple Regression Network. Neural Networks 9 (5) (1996)
Aleksander Kolcz, Nigel M. Allinson
General memory neural network-extending the properties of basis networks to RAM-based architectures. ICNN (1995)
Neil J. Howard, Aleksander Kolcz, Andy M. Tyrrell, Nigel M. Allinson, Antonia J. Jones
Zelig: A Novel Parallel Computing Machine Using Reconfigurable Logic. PDP (1994)