Aleksandar Lazarevic

According to our database, Aleksandar Lazarevic authored at least 37 papers between 1999 and 2010.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2010

Classification of LIBS Protein Spectra Using Multilayer Perceptrons.

Tia Vance, Dragoljub Pokrajac, Aleksandar Lazarevic, Aristides Marcano, Yuri Markushin, Samantha McDaniel, Noureddine Melikechi

Trans. Mass Data Anal. Images Signals, 2010

Unsupervised Learning Based Distributed Detection of Global Anomalies.

Junlin Zhou, Aleksandar Lazarevic, Kuo-Wei Hsu, Jaideep Srivastava, Yan Fu, Yue Wu

Int. J. Inf. Technol. Decis. Mak., 2010

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

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Data Mining in Security Applications.

Aleksandar Lazarevic

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Data Mining for Structural Health Monitoring.

Ramdev Kanapady, Aleksandar Lazarevic

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Theoretically Optimal Distributed Anomaly Detection.

Aleksandar Lazarevic, Nisheeth Srivastava, Ashutosh Tiwari, Josh Isom, Nikunj C. Oza, Jaideep Srivastava

Proceedings of the ICDM Workshops 2009, 2009

Detection of moving objects using incremental connectivity outlier factor algorithm.

Nebojsa Pejcic, Natasa Reljin, Samantha McDaniel, Dragoljub Pokrajac, Aleksandar Lazarevic

Proceedings of the 47th Annual Southeast Regional Conference, 2009

2008

Autonomous grid scheduling using probabilistic job runtime forecasting.

Aleksandar Lazarevic

PhD thesis, 2008

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., 2008

Incremental Connectivity-Based Outlier Factor Algorithm.

Dragoljub Pokrajac, Natasa Reljin, Nebojsa Pejcic, Aleksandar Lazarevic

Proceedings of the Visions of Computer Science, 2008

2007

Managing Uncertainty: A Case for Probabilistic Grid Scheduling

Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat

CoRR, 2007

Enabling Adaptive Grid Scheduling and Resource Management

Aleksandar Lazarevic, Lionel Sacks, Ognjen Prnjat

CoRR, 2007

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, 2007

A Study of Grid Applications: Scheduling Perspective

Aleksandar Lazarevic, Lionel Sacks

CoRR, 2007

Measuring and Monitoring Grid Resource Utilisation

Aleksandar Lazarevic, Lionel Sacks

CoRR, 2007

Resource and Application Models for Advanced Grid Schedulers

Aleksandar Lazarevic, Lionel Sacks

CoRR, 2007

Outlier Detection with Kernel Density Functions.

Longin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Incremental Local Outlier Detection for Data Streams.

Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2005

Applying spatial distribution analysis techniques to classification of 3D medical images.

Dragoljub Pokrajac, Vasileios Megalooikonomou, Aleksandar Lazarevic, Despina Kontos, Zoran Obradovic

Artif. Intell. Medicine, 2005

Feature bagging for outlier detection.

Aleksandar Lazarevic, Vipin Kumar

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

2004

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Effective localized regression for damage detection in large complex mechanical structures.

Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection.

Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava

Proceedings of the Third SIAM International Conference on Data Mining, 2003

SMOTEBoost: Improving Prediction of the Minority Class in Boosting.

Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Localized Prediction of Continuous Target Variables Using Hierarchical Clustering.

Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Damage prediction in structural mechanics using partitioning approach.

Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

2002

Knowledge Discovery in Multiple Spatial Databases.

Aleksandar Lazarevic, Zoran Obradovic

Neural Comput. Appl., 2002

Boosting Algorithms for Parallel and Distributed Learning.

Aleksandar Lazarevic, Zoran Obradovic

Distributed Parallel Databases, 2002

Effective classification of 3D image data using partitioning methods.

Vasileios Megalooikonomou, Dragoljub Pokrajac, Aleksandar Lazarevic, Zoran Obradovic

Proceedings of the Visualization and Data Analysis 2002, 2002

2001

Adaptive boosting techniques in heterogeneous and spatial databases.

Aleksandar Lazarevic, Zoran Obradovic

Intell. Data Anal., 2001

Boosting Localized Classifiers in Heterogeneous Databases.

Aleksandar Lazarevic, Zoran Obradovic

Proceedings of the First SIAM International Conference on Data Mining, 2001

Data Reduction Using Multiple Models Integration.

Aleksandar Lazarevic, Zoran Obradovic

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

The distributed boosting algorithm.

Aleksandar Lazarevic, Zoran Obradovic

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000

Adaptive Boosting for Spatial Functions with Unstable Driving Attributes.

Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic

Proceedings of the Knowledge Discovery and Data Mining, 2000

A Software System for Spatial Data Analysis and Modeling.

Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic

Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Distributed clustering and local regression for knowledge discovery in multiple spatial databases.

Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Obradovic

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

Clustering-regression-ordering steps for knowledge discovery in spatial databases.

Aleksandar Lazarevic, Xiaowei Xu, Tim Fiez, Zoran Obradovic

Proceedings of the International Joint Conference Neural Networks, 1999