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Zoran Obradovic

Papers on DiSC'03


Boosting Algorithms for Parallel and Distributed Learning

Publications


Note: Links lead to the DBLP on the Web.

Zoran Obradovic

22 Aleksandar Lazarevic , Zoran Obradovic: Boosting Algorithms for Parallel and Distributed Learning. Distributed and Parallel Databases 11 (2): 203-229 (2002)

21 Slobodan Vucetic , Zoran Obradovic: Classification on Data with Biased Class Distribution. ECML 2001 : 527-538

20 Aleksandar Lazarevic , Zoran Obradovic: The distributed boosting algorithm. KDD 2001 : 311-316

19 Aleksandar Lazarevic , Zoran Obradovic: Data Reduction Using Multiple Models Integration. PKDD 2001 : 301-313

18 Dragoljub Pokrajac , Zoran Obradovic, Tim Fiez : A tool for controlled knowledge discovery in spatial domains. ESM 2000 : 26-32

17 Dragoljub Pokrajac , Zoran Obradovic, Tim Fiez : Understanding the influence of noise, sampling density and data distribution on spatial prediction quality through the use of simulated data. ESM 2000 : 706-708

16 Aleksandar Lazarevic , Tim Fiez , Zoran Obradovic: A Software System for Spatial Data Analysis and Modeling. HICSS 2000

15 Slobodan Vucetic , Zoran Obradovic: Discovering Homogeneous Regions in Spatial Data through Competition. ICML 2000 : 1095-1102

14 Hillol Kargupta , Philip Chan , Vipin Kumar , Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000 : 534

13 Slobodan Vucetic , Zoran Obradovic: Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases. PAKDD 2000 : 29-39

12 Aleksandar Lazarevic , Tim Fiez , Zoran Obradovic: Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. PAKDD 2000 : 329-340

11 Pedro Romero , Zoran Obradovic, A. Keith Dunker : Intelligent Data Analysis for Protein Disorder Prediction. Artificial Intelligence Review 14 (6): 447-484 (2000)

10 Hillol Kargupta , Joydeep Ghosh , Vipin Kumar , Zoran Obradovic: Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2 (2): 108-109 (2000)

9 Alioune Ngom , Ivan Stojmenovic , Zoran Obradovic: Minimization of Multivalued Multithreshold Perceptrons using Genetic Algorithms. ISMVL 1998 : 209-214

8 Tim Chenoweth , Zoran Obradovic: A multi-component nonlinear prediction system for the S&P 500 Index. Neurocomputing 10 (3): 275-290 (1996)

7 Iuri Mehr , Zoran Obradovic: Parallel Neural Network Learning Through Repetitive Bounded Depth Trajectory Branching. IPPS 1994 : 784-791

6 Zoran Obradovic, Rangarajan Srikumar : Evolutionary Design of Application Tailored Neural Networks. International Conference on Evolutionary Computation 1994 : 284-289

5 Zoran Obradovic, Ian Parberry : Learning with Discrete Multi-valued Neurons. JCSS 49 (2): 375-390 (1994)

4 J. Fletcher , Zoran Obradovic: Parallel and Distributed Systems for Constructive Neural Network Learning. HPDC 1993 : 174-178

3 Zoran Obradovic, Ian Parberry : Computing with Discrete Multi-Valued Neurons. JCSS 45 (3): 471-492 (1992)

2 Zoran Obradovic, Ian Parberry : Learning with Discrete Multi-Valued Neurons. ML 1990 : 392-399

1 Zoran Obradovic, Ian Parberry : Analog Neural Networks of Limited Precision I: Computing with Multilinear Threshold Functions. NIPS 1989 : 702-709




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