Slobodan Vucetic

Kosta Ristovski, Slobodan Vucetic, Zoran Obradovic: Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval. IEEE T. Geoscience and Remote Sensing 50(2): 409-414 (2012)

Zhuang Wang, Liang Lan, Slobodan Vucetic: Mixture Model for Multiple Instance Regression and Applications in Remote Sensing. IEEE T. Geoscience and Remote Sensing 50(6): 2226-2237 (2012)

Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic: Convex Kernelized Sorting. AAAI 2012

Mihajlo Grbovic, Christopher R. Dance, Slobodan Vucetic: Sparse Principal Component Analysis with Constraints. AAAI 2012

Huangmao Quan, Ana Milicic, Slobodan Vucetic, Jie Wu: A connectivity-based popularity prediction approach for social networks. ICC 2012: 2098-2102

Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic: Supervised Clustering of Label Ranking Data. SDM 2012: 94-105

Liang Lan, Slobodan Vucetic: Improving accuracy of microarray classification by a simple multi-task feature selection filter. IJDMB 5(2): 189-208 (2011)

Liang Lan, Haidong Shi, Zhuang Wang, Slobodan Vucetic: Active Learning Based on Parzen Window. Journal of Machine Learning Research - Proceedings Track 16: 99-112 (2011)

Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic: Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. KDD 2011: 24-32

Vuk Malbasa, Slobodan Vucetic: Spatially regularized logistic regression for disease mapping on large moving populations. KDD 2011: 1352-1360

Mihajlo Grbovic, Slobodan Vucetic: Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss. ECML/PKDD (1) 2011: 516-532

Zhuang Wang, Slobodan Vucetic: Online Passive-Aggressive Algorithms on a Budget. Journal of Machine Learning Research - Proceedings Track 9: 908-915 (2010)

Zhuang Wang, Slobodan Vucetic: Online training on a budget of support vector machines using twin prototypes. Statistical Analysis and Data Mining 3(3): 149-169 (2010)

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic: Continuous Conditional Random Fields for Regression in Remote Sensing. ECAI 2010: 809-814

Zhuang Wang, Koby Crammer, Slobodan Vucetic: Multi-Class Pegasos on a Budget. ICML 2010: 1143-1150

Liang Lan, Slobodan Vucetic: A Multi-task Feature Selection Filter for Microarray Classification. BIBM 2009: 160-165

Slobodan Vucetic, Vladimir Coric, Zhuang Wang: Compressed Kernel Perceptrons. DCC 2009: 153-162

Mihajlo Grbovic, Slobodan Vucetic: Decentralized Estimation Using Learning Vector Quantization. DCC 2009: 446

Zhuang Wang, Slobodan Vucetic: Fast Online Training of Ramp Loss Support Vector Machines. ICDM 2009: 569-577

Debasish Das, Zoran Obradovic, Slobodan Vucetic: Active Selection of Sensor Sites in Remote Sensing Applications. ICDM 2009: 758-763

Mihajlo Grbovic, Slobodan Vucetic: Regression Learning Vector Quantization. ICDM 2009: 788-793

Mihajlo Grbovic, Slobodan Vucetic: Learning Vector Quantization with adaptive prototype addition and removal. IJCNN 2009: 994-1001

Zhuang Wang, Slobodan Vucetic: Tighter Perceptron with improved dual use of cached data for model representation and validation. IJCNN 2009: 3297-3302

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic: Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols. KDD Workshop on Knowledge Discovery from Sensor Data 2009: 71-78

Zhuang Wang, Slobodan Vucetic: Twin Vector Machines for Online Learning on a Budget. SDM 2009: 906-917

Debasish Das, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic: Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation. IGARSS (2) 2008: 879-882

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic: Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy. SDM 2008: 609-620

Vuk Malbasa, Slobodan Vucetic: A Reservoir Sampling Algorithm with Adaptive Estimation of Conditional Expectation. IJCNN 2007: 2200-2204

Bo Han, Zoran Obradovic, Zhang-Zhi Hu, Cathy H. Wu, Slobodan Vucetic: Substring selection for biomedical document classification. Bioinformatics 22(17): 2136-2142 (2006)

Kang Peng, Predrag Radivojac, Slobodan Vucetic, A. Keith Dunker, Zoran Obradovic: Length-dependent prediction of protein intrinsic disorder. BMC Bioinformatics 7: 208 (2006)

Bo Han, Slobodan Vucetic, Amy Braverman, Zoran Obradovic: A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data. Eng. Appl. of AI 19(7): 787-795 (2006)

Slobodan Vucetic: A Fast Algorithm for Lossless Compression of Data Tables by Reordering. DCC 2006: 469

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. Bioinformatics 21(1): 137-140 (2005)

Kang Peng, Slobodan Vucetic, Predrag Radivojac, Celeste J. Brown, A. Keith Dunker, Zoran Obradovic: Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information. J. Bioinformatics and Computational Biology 3(1): 35-60 (2005)

Slobodan Vucetic, Zoran Obradovic: Collaborative Filtering Using a Regression-Based Approach. Knowl. Inf. Syst. 7(1): 1-22 (2005)

Slobodan Vucetic: Accuracy-Optimized Quantization for High-Dimensional Data Fusion. DCC 2005: 485

Kang Peng, Slobodan Vucetic, Zoran Obradovic: Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets. SDM 2005

Kang Peng, Zoran Obradovic, Slobodan Vucetic: Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets. ECAI 2004: 623-627

Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic: Feature Selection Filters Based on the Permutation Test. ECML 2004: 334-346

Kang Peng, Zoran Obradovic, Slobodan Vucetic: Exploring Bias in the Protein Data Bank Using Contrast Classifiers. Pacific Symposium on Biocomputing 2004: 435-446

Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Zoran Obradovic: Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining. ICDM 2003: 267-274

Bo Han, Slobodan Vucetic, Zoran Obradovic: Reranking Medline Citations by Relevance to a Difficult Biological Query. Neural Networks and Computational Intelligence 2003: 38-43

Slobodan Vucetic, Dragoljub Pokrajac, Hongbo Xie, Zoran Obradovic: Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models. SDM 2003

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

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

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