Aleksandar Lazarevic

38 papers A* 4A 2B 5C 1Misc 1Journal 13Unranked 9

Year	Rank	Type	Title / Venue / Authors
2010	J	`jnl`	Classification of LIBS Protein Spectra Using Multilayer Perceptrons. Trans. Mass Data Anal. Images Signals Tia Vance, Dragoljub Pokrajac, Aleksandar Lazarevic, Aristides Marcano, Yuri Markushin, Samantha McDaniel, Noureddine Melikechi
2010	B	`conf`	Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. IJCNN Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel
2010	J	`jnl`	Unsupervised Learning Based Distributed Detection of Global Anomalies. Int. J. Inf. Technol. Decis. Mak. Junlin Zhou, Aleksandar Lazarevic, Kuo-Wei Hsu, Jaideep Srivastava, Yan Fu, Yue Wu
2009	—	`ch.`	Data Mining for Structural Health Monitoring. Encyclopedia of Data Warehousing and Mining Ramdev Kanapady, Aleksandar Lazarevic
2009	—	`ch.`	Data Mining in Security Applications. Encyclopedia of Data Warehousing and Mining Aleksandar Lazarevic
2009	—	`conf`	Detection of moving objects using incremental connectivity outlier factor algorithm. ACM Southeast Regional Conference Nebojsa Pejcic, Natasa Reljin, Samantha McDaniel, Dragoljub Pokrajac, Aleksandar Lazarevic
2009	—	`conf`	Theoretically Optimal Distributed Anomaly Detection. ICDM Workshops Aleksandar Lazarevic, Nisheeth Srivastava, Ashutosh Tiwari, Josh Isom, Nikunj C. Oza, Jaideep Srivastava
2008	J	`jnl`	An adaptive partitioning approach for mining discriminant regions in 3D image data. J. Intell. Inf. Syst. Vasileios Megalooikonomou, Despina Kontos, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic
2008	—	`—`	Autonomous grid scheduling using probabilistic job runtime forecasting. Aleksandar Lazarevic
2008	—	`conf`	Incremental Connectivity-Based Outlier Factor Algorithm. BCS Int. Acad. Conf. Dragoljub Pokrajac, Natasa Reljin, Nebojsa Pejcic, Aleksandar Lazarevic
2007	J	`jnl`	A Study of Grid Applications: Scheduling Perspective CoRR Aleksandar Lazarevic, Lionel Sacks
2007	J	`jnl`	Enabling Adaptive Grid Scheduling and Resource Management CoRR Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat
2007	C	`conf`	Incremental Local Outlier Detection for Data Streams. CIDM Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki
2007	J	`jnl`	Managing Uncertainty: A Case for Probabilistic Grid Scheduling CoRR Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat
2007	J	`jnl`	Measuring and Monitoring Grid Resource Utilisation CoRR Aleksandar Lazarevic, Lionel Sacks
2007	—	`conf`	Outlier Detection with Kernel Density Functions. MLDM Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac
2007	J	`jnl`	Resource and Application Models for Advanced Grid Schedulers CoRR Aleksandar Lazarevic, Lionel Sacks
2007	J	`jnl`	Self-Organising management of Grid environments CoRR Ioannis Liabotis, Ognjen Prnjat, Temitope Olukemi, Adrian Li Mow Ching, Aleksandar Lazarevic, Lionel Sacks, Mike Fisher, Paul McKee
2005	J	`jnl`	Applying spatial distribution analysis techniques to classification of 3D medical images. Artif. Intell. Medicine Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic
2005	A*	`conf`	Feature bagging for outlier detection. KDD Aleksandar Lazarevic, Vipin Kumar
2004	A*	`conf`	Effective localized regression for damage detection in large complex mechanical structures. KDD Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath
2004	—	`conf`	Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. MICCAI (2) Despina Kontos, Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic, Orest B. Boyko, James Ford, Fillia Makedon, Andrew J. Saykin
2004	B	`conf`	Localized neural network based distributional learning for knowledge discovery in protein databases. IJCNN Dragoljub Pokrajac, Aleksandar Lazarevic, Teresa Singleton, Zoran Obradovic
2003	A	`conf`	A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava
2003	—	`conf`	Damage prediction in structural mechanics using partitioning approach. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar
2003	A*	`conf`	Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma
2003	—	`conf`	SMOTEBoost: Improving Prediction of the Minority Class in Boosting. PKDD Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer
2002	J	`jnl`	Boosting Algorithms for Parallel and Distributed Learning. Distributed Parallel Databases Aleksandar Lazarevic, Zoran Obradovic
2002	Misc	`conf`	Effective classification of 3D image data using partitioning methods. Visualization and Data Analysis Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic
2002	J	`jnl`	Knowledge Discovery in Multiple Spatial Databases. Neural Comput. Appl. Aleksandar Lazarevic, Zoran Obradovic
2001	J	`jnl`	Adaptive boosting techniques in heterogeneous and spatial databases. Intell. Data Anal. Aleksandar Lazarevic, Zoran Obradovic
2001	A	`conf`	Boosting Localized Classifiers in Heterogeneous Databases. SDM Aleksandar Lazarevic, Zoran Obradovic
2001	—	`conf`	Data Reduction Using Multiple Models Integration. PKDD Aleksandar Lazarevic, Zoran Obradovic
2001	A*	`conf`	The distributed boosting algorithm. KDD Aleksandar Lazarevic, Zoran Obradovic
2000	—	`conf`	A Software System for Spatial Data Analysis and Modeling. HICSS Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
2000	B	`conf`	Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. PAKDD Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic
2000	B	`conf`	Distributed clustering and local regression for knowledge discovery in multiple spatial databases. ESANN Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic
1999	B	`conf`	Clustering-regression-ordering steps for knowledge discovery in spatial databases. IJCNN Aleksandar Lazarevic, Xiaowei Xu, Tim Fiez, Zoran Obradovic