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Zoran Obradovic: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Uros Midic, A. Keith Dunker, Zoran Obradovic
    Improving Protein Secondary-Structure Prediction by Predicting Ends of Secondary-Structure Segments. [Citation Graph (0, 0)][DBLP]
    CIBCB, 2005, pp:490-497 [Conf]
  2. Kang Peng, Zoran Obradovic, Slobodan Vucetic
    Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets. [Citation Graph (0, 0)][DBLP]
    ECAI, 2004, pp:623-627 [Conf]
  3. Yilian Qin, Zoran Obradovic
    Efficient Learning from Massive Spatial-Temporal Data Through Selective Support Vector Propagation. [Citation Graph (0, 0)][DBLP]
    ECAI, 2006, pp:526-530 [Conf]
  4. Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic
    Feature Selection Filters Based on the Permutation Test. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:334-346 [Conf]
  5. Slobodan Vucetic, Zoran Obradovic
    Classification on Data with Biased Class Distribution. [Citation Graph (0, 0)][DBLP]
    ECML, 2001, pp:527-538 [Conf]
  6. Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic
    Distributed clustering and local regression for knowledge discovery in multiple spatial databases. [Citation Graph (0, 0)][DBLP]
    ESANN, 2000, pp:129-134 [Conf]
  7. Dragoljub Pokrajac, Zoran Obradovic, Tim Fiez
    A tool for controlled knowledge discovery in spatial domains. [Citation Graph (0, 0)][DBLP]
    ESM, 2000, pp:26-32 [Conf]
  8. 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. [Citation Graph (0, 0)][DBLP]
    ESM, 2000, pp:706-708 [Conf]
  9. Radu Drossu, Zoran Obradovic
    Regime Signaling Techniques for Non-stationary Time Series. [Citation Graph (0, 0)][DBLP]
    HICSS (5), 1997, pp:530-538 [Conf]
  10. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
    A Software System for Spatial Data Analysis and Modeling. [Citation Graph (0, 0)][DBLP]
    HICSS, 2000, pp:- [Conf]
  11. J. Fletcher, Zoran Obradovic
    Parallel and Distributed Systems for Constructive Neural Network Learning. [Citation Graph (0, 0)][DBLP]
    HPDC, 1993, pp:174-178 [Conf]
  12. Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Zoran Obradovic
    Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:267-274 [Conf]
  13. Zoran Obradovic, Rangarajan Srikumar
    Evolutionary Design of Application Tailored Neural Networks. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:284-289 [Conf]
  14. Zoran Obradovic, Ian Parberry
    Learning with Discrete Multi-Valued Neurons. [Citation Graph (0, 0)][DBLP]
    ML, 1990, pp:392-399 [Conf]
  15. Slobodan Vucetic, Zoran Obradovic
    Discovering Homogeneous Regions in Spatial Data through Competition. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:1095-1102 [Conf]
  16. Dragoljub Pokrajac, Zoran Obradovic
    Learning Heterogeneous Functions from Sparse and Non-Uniform Sample. [Citation Graph (0, 0)][DBLP]
    IJCNN (3), 2000, pp:103-108 [Conf]
  17. Iuri Mehr, Zoran Obradovic
    Parallel Neural Network Learning Through Repetitive Bounded Depth Trajectory Branching. [Citation Graph (0, 0)][DBLP]
    IPPS, 1994, pp:784-791 [Conf]
  18. Alioune Ngom, Ivan Stojmenovic, Zoran Obradovic
    Minimization of Multivalued Multithreshold Perceptrons using Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ISMVL, 1998, pp:209-214 [Conf]
  19. Min Song, Il-Yeol Song, Robert B. Allen, Zoran Obradovic
    Keyphrase extraction-based query expansion in digital libraries. [Citation Graph (0, 0)][DBLP]
    JCDL, 2006, pp:202-209 [Conf]
  20. Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
    Distributed and parallel knowledge discovery (workshop session - title only). [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:534- [Conf]
  21. Aleksandar Lazarevic, Zoran Obradovic
    The distributed boosting algorithm. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:311-316 [Conf]
  22. Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin
    Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2004, pp:727-735 [Conf]
  23. Bo Han, Slobodan Vucetic, Zoran Obradovic
    Reranking Medline Citations by Relevance to a Difficult Biological Query. [Citation Graph (0, 0)][DBLP]
    Neural Networks and Computational Intelligence, 2003, pp:38-43 [Conf]
  24. Zoran Obradovic, Ian Parberry
    Analog Neural Networks of Limited Precision I: Computing with Multilinear Threshold Functions. [Citation Graph (0, 0)][DBLP]
    NIPS, 1989, pp:702-709 [Conf]
  25. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
    Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2000, pp:329-340 [Conf]
  26. Slobodan Vucetic, Zoran Obradovic
    Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2000, pp:29-39 [Conf]
  27. Aleksandar Lazarevic, Zoran Obradovic
    Data Reduction Using Multiple Models Integration. [Citation Graph (0, 0)][DBLP]
    PKDD, 2001, pp:301-313 [Conf]
  28. Kang Peng, Zoran Obradovic, Slobodan Vucetic
    Exploring Bias in the Protein Data Bank Using Contrast Classifiers. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2004, pp:435-446 [Conf]
  29. Predrag Radivojac, Zoran Obradovic, Celeste J. Brown, A. Keith Dunker
    Improving Sequence Alignments For Intrinsically Disordered Proteins. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2002, pp:589-600 [Conf]
  30. Predrag Radivojac, Zoran Obradovic, Celeste J. Brown, A. Keith Dunker
    Prediction of Boundaries Between Intrinsically Ordered and Disordered Protein Regions. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2003, pp:216-227 [Conf]
  31. R. M. Williams, Zoran Obradovic, V. Mathura, W. Braun, E. C. Garner, J. Young, S. Takayama, Celeste J. Brown, A. Keith Dunker
    The Protein Non-Folding Problem: Amino Acid Determinants of Intrinsic Order and Disorder. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2001, pp:89-100 [Conf]
  32. Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie, Zoran Obradovic
    Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
  33. Kang Peng, Slobodan Vucetic, Zoran Obradovic
    Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  34. Tim Chenoweth, Zoran Obradovic, Sauchi Stephen Lee
    Embedding Technical Analysis Into Neural Network Based Trading Systems. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 1996, v:10, n:6, pp:523-542 [Journal]
  35. Pedro Romero, Zoran Obradovic, A. Keith Dunker
    Intelligent Data Analysis for Protein Disorder Prediction. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 2000, v:14, n:6, pp:447-484 [Journal]
  36. Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic
    Applying spatial distribution analysis techniques to classification of 3D medical images. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2005, v:33, n:3, pp:261-280 [Journal]
  37. Bo Han, Zoran Obradovic, Zhang-Zhi Hu, Cathy H. Wu, Slobodan Vucetic
    Substring selection for biomedical document classification. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:17, pp:2136-2142 [Journal]
  38. Slobodan Vucetic, Zoran Obradovic, Vladimir Vacic, Predrag Radivojac, Kang Peng, Lilia M. Iakoucheva, Marc S. Cortese, J. David Lawson, Celeste J. Brown, Jason G. Sikes, Crystal D. Newton, A. Keith Dunker
    DisProt: a database of protein disorder. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:1, pp:137-140 [Journal]
  39. Qifang Xu, Adrian A. Canutescu, Zoran Obradovic, Roland L. Dunbrack Jr.
    ProtBuD: a database of biological unit structures of protein families and superfamilies. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:23, pp:2876-2882 [Journal]
  40. Kang Peng, Predrag Radivojac, Slobodan Vucetic, A. Keith Dunker, Zoran Obradovic
    Length-dependent prediction of protein intrinsic disorder. [Citation Graph (0, 0)][DBLP]
    BMC Bioinformatics, 2006, v:7, n:, pp:208- [Journal]
  41. Aleksandar Lazarevic, Zoran Obradovic
    Boosting Algorithms for Parallel and Distributed Learning. [Citation Graph (0, 0)][DBLP]
    Distributed and Parallel Databases, 2002, v:11, n:2, pp:203-229 [Journal]
  42. Aleksandar Lazarevic, Zoran Obradovic
    Adaptive boosting techniques in heterogeneous and spatial databases. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2001, v:5, n:4, pp:285-308 [Journal]
  43. Tim Chenoweth, Zoran Obradovic
    A multi-component nonlinear prediction system for the S&P 500 Index. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1996, v:10, n:3, pp:275-290 [Journal]
  44. Kang Peng, Slobodan Vucetic, Predrag Radivojac, Celeste J. Brown, A. Keith Dunker, Zoran Obradovic
    Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information. [Citation Graph (0, 0)][DBLP]
    J. Bioinformatics and Computational Biology, 2005, v:3, n:1, pp:35-60 [Journal]
  45. Predrag Radivojac, Nitesh V. Chawla, A. Keith Dunker, Zoran Obradovic
    Classification and knowledge discovery in protein databases. [Citation Graph (0, 0)][DBLP]
    Journal of Biomedical Informatics, 2004, v:37, n:4, pp:224-239 [Journal]
  46. Zoran Obradovic, Ian Parberry
    Computing with Discrete Multi-Valued Neurons. [Citation Graph (0, 0)][DBLP]
    J. Comput. Syst. Sci., 1992, v:45, n:3, pp:471-492 [Journal]
  47. Zoran Obradovic, Ian Parberry
    Learning with Discrete Multi-valued Neurons. [Citation Graph (0, 0)][DBLP]
    J. Comput. Syst. Sci., 1994, v:49, n:2, pp:375-390 [Journal]
  48. Dragoljub Pokrajac, Reed L. Hoskinson, Zoran Obradovic
    Modeling Spatial-Temporal Data with a Short Observation History. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2003, v:5, n:3, pp:368-386 [Journal]
  49. Slobodan Vucetic, Zoran Obradovic
    Collaborative Filtering Using a Regression-Based Approach. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:7, n:1, pp:1-22 [Journal]
  50. Megan Sickmeier, Justin A. Hamilton, Tanguy LeGall, Vladimir Vacic, Marc S. Cortese, Agnes Tantos, Beata Szabo, Peter Tompa, Jake Chen, Vladimir N. Uversky, Zoran Obradovic, A. Keith Dunker
    DisProt: the Database of Disordered Proteins. [Citation Graph (0, 0)][DBLP]
    Nucleic Acids Research, 2007, v:35, n:Database-Issue, pp:786-793 [Journal]
  51. Aleksandar Lazarevic, Zoran Obradovic
    Knowledge Discovery in Multiple Spatial Databases. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2002, v:10, n:4, pp:339-350 [Journal]
  52. Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
    Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:108-109 [Journal]

  53. Intrinsically Disordered Proteins: An Update. [Citation Graph (, )][DBLP]


  54. Intrinsically Disordered Proteins: Predictions and Applications. [Citation Graph (, )][DBLP]


  55. Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data. [Citation Graph (, )][DBLP]


  56. Continuous Conditional Random Fields for Regression in Remote Sensing. [Citation Graph (, )][DBLP]


  57. Regression Learning with Multiple Noisy Oracles. [Citation Graph (, )][DBLP]


  58. Prediction of Attributes and Links in Temporal Social Networks. [Citation Graph (, )][DBLP]


  59. Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space. [Citation Graph (, )][DBLP]


  60. Active Selection of Sensor Sites in Remote Sensing Applications. [Citation Graph (, )][DBLP]


  61. Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols. [Citation Graph (, )][DBLP]


  62. Protein sequence alignment and structural disorder: a substitution matrix for an extended alphabet. [Citation Graph (, )][DBLP]


  63. Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy. [Citation Graph (, )][DBLP]


  64. Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple Instance Regression. [Citation Graph (, )][DBLP]


  65. Analysis of Multiplex Gene Expression Maps Obtained by Voxelation. [Citation Graph (, )][DBLP]


  66. Improvement of Survival Prediction from Gene Expression Profiles by Mining of Prior Knowledge. [Citation Graph (, )][DBLP]


  67. A New Machine Learning Approach for Protein Phosphorylation Site Prediction in Plants. [Citation Graph (, )][DBLP]


  68. ProtBuD: a database of biological unit structures of protein families and superfamilies. [Citation Graph (, )][DBLP]


  69. Analysis of multiplex gene expression maps obtained by voxelation. [Citation Graph (, )][DBLP]


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