| 2010 |
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| 32 | Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel. IJCNN 2010, 1-7. Web SearchBibTeXDownload |
| 31 | Unsupervised Learning Based Distributed Detection of Global Anomalies. Junlin Zhou, Aleksandar Lazarevic, Kuo-Wei Hsu, Jaideep Srivastava, Yan Fu, Yue Wu. International Journal of Information Technology and Decision Making (9): 935-957 (2010). Web SearchBibTeXDownload |
| 30 | Classification of LIBS Protein Spectra Using Multilayer Perceptrons. Tia Vance, Dragoljub Pokrajac, Aleksandar Lazarevic, Aristides Marcano, Yuri Markushin, Samantha McDaniel, Noureddine Melikechi. T. Mass-Data Analysis of Images and Signals (2): 96-111 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 29 | Detection of moving objects using incremental connectivity outlier factor algorithm. Nebojsa Pejcic, Natasa Reljin, Samantha McDaniel, Dragoljub Pokrajac, Aleksandar Lazarevic. ACM Southeast Regional Conference 2009. Web SearchBibTeXDownload |
| 28 | Data Mining in Security Applications. Aleksandar Lazarevic. Encyclopedia of Data Warehousing and Mining 2009, 479-485. Web SearchBibTeXDownload |
| 27 | Data Mining for Structural Health Monitoring. Ramdev Kanapady, Aleksandar Lazarevic. Encyclopedia of Data Warehousing and Mining 2009, 450-457. Web SearchBibTeXDownload |
| 26 | Theoretically Optimal Distributed Anomaly Detection. Aleksandar Lazarevic, Nisheeth Srivastava, Ashutosh Tiwari, Josh Isom, Nikunj C. Oza, Jaideep Srivastava. ICDM Workshops 2009, 515-520. Web SearchBibTeXDownload |
| 2008 |
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| 25 | Incremental Connectivity-Based Outlier Factor Algorithm. Dragoljub Pokrajac, Natasa Reljin, Nebojsa Pejcic, Aleksandar Lazarevic. BCS Int. Acad. Conf. 2008, 211-224. Web SearchBibTeXDownload |
| 24 | An adaptive partitioning approach for mining discriminant regions in 3D image data. Vasileios Megalooikonomou, Despina Kontos, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic. J. Intell. Inf. Syst. (31): 217-242 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 23 | Incremental Local Outlier Detection for Data Streams. Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki. CIDM 2007, 504-515. Web SearchBibTeXDownload |
| 22 | Enabling Adaptive Grid Scheduling and Resource Management. Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat. CoRR (abs/0711.0326) (2007). Web SearchBibTeXDownload |
| 21 | A Study of Grid Applications: Scheduling Perspective. Aleksandar Lazarevic, Lionel Sacks. CoRR (abs/0711.0316) (2007). Web SearchBibTeXDownload |
| 20 | Measuring and Monitoring Grid Resource Utilisation. Aleksandar Lazarevic, Lionel Sacks. CoRR (abs/0711.0315) (2007). Web SearchBibTeXDownload |
| 19 | Resource and Application Models for Advanced Grid Schedulers. Aleksandar Lazarevic, Lionel Sacks. CoRR (abs/0711.0314) (2007). Web SearchBibTeXDownload |
| 18 | Self-Organising management of Grid environments. Ioannis Liabotis, Ognjen Prnjat, Temitope Olukemi, Adrian Li Mow Ching, Aleksandar Lazarevic, Lionel Sacks, Mike Fisher, Paul McKee. CoRR (abs/0711.0325) (2007). Web SearchBibTeXDownload |
| 17 | Managing Uncertainty: A Case for Probabilistic Grid Scheduling. Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat. CoRR (abs/0711.0327) (2007). Web SearchBibTeXDownload |
| 16 | Outlier Detection with Kernel Density Functions. Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac. MLDM 2007, 61-75. Web SearchBibTeXDownload |
| 2005 |
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| 15 | Applying spatial distribution analysis techniques to classification of 3D medical images. Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic. Artificial Intelligence in Medicine (33): 261-280 (2005). Web SearchBibTeXDownload |
| 14 | Feature bagging for outlier detection. Aleksandar Lazarevic, Vipin Kumar. KDD 2005, 157-166. Cited by 45Web SearchBibTeXDownload |
| 2004 |
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| 13 | Effective localized regression for damage detection in large complex mechanical structures. Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath. KDD 2004, 450-459. Web SearchBibTeXDownload |
| 12 | Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin. MICCAI (2) 2004, 727-735. Web SearchBibTeXDownload |
| 2003 |
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| 11 | Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma. ICDM 2003, 139-146. Web SearchBibTeXDownload |
| 10 | SMOTEBoost: Improving Prediction of the Minority Class in Boosting. Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer. PKDD 2003, 107-119. Web SearchBibTeXDownload |
| 9 | A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava. SDM 2003. Cited by 278Web SearchBibTeXDownload |
| 2002 |
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| 8 | Boosting Algorithms for Parallel and Distributed Learning. Aleksandar Lazarevic, Zoran Obradovic. Distributed and Parallel Databases (11): 203-229 (2002). Web SearchBibTeXDownload |
| 7 | Knowledge Discovery in Multiple Spatial Databases. Aleksandar Lazarevic, Zoran Obradovic. Neural Computing and Applications (10): 339-350 (2002). Web SearchBibTeXDownload |
| 2001 |
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| 6 | Adaptive boosting techniques in heterogeneous and spatial databases. Aleksandar Lazarevic, Zoran Obradovic. Intell. Data Anal. (5): 285-308 (2001). Web SearchBibTeXDownload |
| 5 | The distributed boosting algorithm. Aleksandar Lazarevic, Zoran Obradovic. KDD 2001, 311-316. Web SearchBibTeXDownload |
| 4 | Data Reduction Using Multiple Models Integration. Aleksandar Lazarevic, Zoran Obradovic. PKDD 2001, 301-313. Web SearchBibTeXDownload |
| 2000 |
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| 3 | Distributed clustering and local regression for knowledge discovery in multiple spatial databases. Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic. ESANN 2000, 129-134. Web SearchBibTeXDownload |
| 2 | A Software System for Spatial Data Analysis and Modeling. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic. HICSS 2000. Web SearchBibTeXDownload |
| 1 | Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic. PAKDD 2000, 329-340. Web SearchBibTeXDownload |
