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Aleksander Kolcz

Papers on DiSC'06


Improving Automatic Query Classification via Semi-supervised Learning,

Automatic web query classification using labeled and unlabeled training data

Local Sparsity Control for Naïve Bayes with Extreme Misclassification Costs

Publications


Note: Links lead to the DBLP on the Web.

Aleksander Kolcz

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 : 42-49

Aleksander Kolcz: Local sparsity control for naive Bayes with extreme misclassification costs. KDD 2005 : 128-137

Aleksander Kolcz, Abdur Chowdhury : Improved Naive Bayes for Extremely Skewed Misclassification Costs. PKDD 2005 : 561-568

Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , David Grossman , David D. Lewis , Abdur Chowdhury , Aleksander Kolcz: Automatic web query classification using labeled and unlabeled training data. SIGIR 2005 : 581-582

Aleksander Kolcz, Abdur Chowdhury , Joshua Alspector : The Impact of Feature Selection on Signature-Driven Spam Detection. CEAS 2004

Aleksander Kolcz, Abdur Chowdhury , Joshua Alspector : Improved robustness of signature-based near-replica detection via lexicon randomization. KDD 2004 : 605-610

Aleksander Kolcz, Xiaomei Sun , Jugal Kalitax : Efficient handling of high-dimensional feature spaces by randomized classifier ensembles. KDD 2002 : 307-313

Aleksander Kolcz, Joshua Alspector : Asymmetric Missing-data Problems: Overcoming the Lack of Negative Data in Preference Ranking. Inf. Retr. 5 (1): 5-40 (2002)

Aleksander Kolcz, Vidya Prabakarmurthi , Jugal K. Kalita : Summarization as Feature Selection for Text Categorization. CIKM 2001 : 365-370

Aleksander Kolcz: N-tuple Network, CART, and Bagging. Neural Computation 12 (2): 293-304 (2000)

Aleksander Kolcz, Joshua Alspector , M. Augusteijn : A Line-Oriented Approach to Word Spotting in Handwritten Documents. Pattern Anal. Appl. 3 (2): 153-168 (2000)

Aleksander Kolcz, Joshua Alspector : An Internet-Based Newspaper Filtering and Personalization System (demonstration abstract). SIGIR 1999 : 332

Aleksander Kolcz, Nigel M. Allinson : Basis function models of the CMAC network. Neural Networks 12 (1): 107-126 (1999)

Aleksander Kolcz, Nigel M. Allinson : The general memory neural network and its relationship with basis function architectures. Neurocomputing 29 (1-3): 57-84 (1999)

Joshua Alspector , Aleksander Kolcz, Nachimuthu Karunanithi : Comparing Feature-Based and Clique-Based User Models for Movie Selection. ACM DL 1998 : 11-18

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): 279-304 (1997)

Aleksander Kolcz, Nigel M. Allinson : N-tuple Regression Network. Neural Networks 9 (5): 855-869 (1996)

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