Alexander Ulanov

According to our database1, Alexander Ulanov authored at least 23 papers between 2005 and 2017.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Modeling Scalability of Distributed Machine Learning.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Sparkle: optimizing spark for large memory machines and analytics.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

Sandpiper: Scaling probabilistic inferencing to large scale graphical models.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Matrix Computations and Optimization in Apache Spark.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A New Measure of Outlier Detection Performance.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

Robust versions of the Tukey boxplot with their application to detection of outliers.
Proceedings of the IEEE International Conference on Acoustics, 2013

Extracting Hierarchies from Data Clusters for Better Classification.
Algorithms, 2012

Term Validation for Vocabulary Construction and Key Term Extraction.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Similarity-Based Attribute Selection with n-Grams.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Classifying Wikipedia entities into fine-grained classes.
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

Enhancing Accuracy of Multilabel Classification by Extracting Hierarchies.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Mining Text Patterns for Synonyms Extraction.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Monte Carlo Study of Taxonomy Evaluation.
Proceedings of the Database and Expert Systems Applications, 2010

Packet Level Simulation of Cooperative Distributed Defense against Internet Attacks.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

Investigation of Cooperative Defense against DDoS.
Proceedings of the SECRYPT 2007, 2007

Software Environment for Simulation and Evaluation of a Security Operation Center.
Proceedings of the Third International Workshop on Information Fusion and Geographical Information Systems, 2007

Multi-agent Framework for Simulation of Adaptive Cooperative Defense Against Internet Attacks.
Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

Agent-based modeling and simulation of network softbots' competition.
Proceedings of the Knowledge-Based Software Engineering, 2006

Simulation of Internet DDoS Attacks and Defense.
Proceedings of the Information Security, 9th International Conference, 2006

Antagonistic Agents in the Internet: Computer Network Warfare Simulation.
Proceedings of the 9th International Conference on Information Fusion, 2006

Agent Teams in Cyberspace: Security Guards in the Global Internet.
Proceedings of the 5th International Conference on Cyberworlds (CW 2006), 2006

Asynchronous Alert Correlation in Multi-agent Intrusion Detection Systems.
Proceedings of the Computer Network Security, 2005

The Software Environment for Multi-agent Simulation of Defense Mechanisms against DDoS Attacks.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005