Vivekanand Gopalkrishnan

According to our database, Vivekanand Gopalkrishnan authored at least 50 papers between 1998 and 2014.

Collaborative distances:

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

2014

3D Subspace Clustering for Value Investing.

Kelvin Sim, Vivekanand Gopalkrishnan, Clifton Phua, Gao Cong

IEEE Intell. Syst., 2014

2013

Centroid-Based Actionable 3D Subspace Clustering.

Kelvin Sim, Ghim-Eng Yap, David R. Hardoon, Vivekanand Gopalkrishnan, Gao Cong, Suryani Lukman

IEEE Trans. Knowl. Data Eng., 2013

Predictive Handling of Asynchronous Concept Drifts in Distributed Environments.

Hock Hee Ang, Vivekanand Gopalkrishnan, Indre Zliobaite, Mykola Pechenizkiy, Steven C. H. Hoi

IEEE Trans. Knowl. Data Eng., 2013

Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection.

Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan

ACM Trans. Knowl. Discov. Data, 2013

Classification in P2P networks with cascade support vector machines.

Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng

ACM Trans. Knowl. Discov. Data, 2013

A survey on enhanced subspace clustering.

Kelvin Sim, Vivekanand Gopalkrishnan, Arthur Zimek, Gao Cong

Data Min. Knowl. Discov., 2013

2012

PAMR: Passive aggressive mean reversion strategy for portfolio selection.

Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan

Mach. Learn., 2012

Big data, big business: bridging the gap.

Vivekanand Gopalkrishnan, David M. Steier, Harvey Lewis, James Guszcza

Proceedings of the 1st International Workshop on Big Data, 2012

2011

CORN: Correlation-driven nonparametric learning approach for portfolio selection.

Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan

ACM Trans. Intell. Syst. Technol., 2011

Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection.

Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

A case study on financial ratios via cross-graph quasi-bicliques.

Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li

Inf. Sci., 2011

Class description using partial coverage of subspaces.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Expert Syst. Appl., 2011

An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Ira Assent

Proceedings of the Database Systems for Advanced Applications, 2011

2010

P2PDocTagger: Content management through automated P2P collaborative tagging.

Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi

Proc. VLDB Endow., 2010

Feature Extraction for Outlier Detection in High-Dimensional Spaces.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, 2010

Mining Actionable Subspace Clusters in Sequential Data.

Kelvin Sim, Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the SIAM International Conference on Data Mining, 2010

On Classifying Drifting Concepts in P2P Networks.

Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Satrap: Data and Network Heterogeneity Aware P2P Data-Mining.

Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Distributed Classification on Peers with Variable Data Spaces and Distributions.

Quach Vinh Thanh, Vivekanand Gopalkrishnan, Hock Hee Ang

Proceedings of the ICDMW 2010, 2010

Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data.

Kelvin Sim, Zeyar Aung, Vivekanand Gopalkrishnan

Proceedings of the ICDM 2010, 2010

Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces.

Hoang Vu Nguyen, Hock Hee Ang, Vivekanand Gopalkrishnan

Proceedings of the Database Systems for Advanced Applications, 2010

Adaptive Ensemble Classification in P2P Networks.

Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng

Proceedings of the Database Systems for Advanced Applications, 2010

Simultaneous Feature Selection and Tuple Selection for Efficient Classification.

Manoranjan Dash, Vivekanand Gopalkrishnan

Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2009

Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks.

Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu

Stat. Anal. Data Min., 2009

Regression models for estimating product life cycle cost.

Haifeng Liu, Vivekanand Gopalkrishnan, Thi Nhu Quynh Kim, Wee Keong Ng

J. Intell. Manuf., 2009

Efficient Computation of Partial-Support for Mining Interesting Itemsets.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the SIAM International Conference on Data Mining, 2009

Efficient Pruning Schemes for Distance-Based Outlier Detection.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

MACs: Multi-Attribute Co-clusters with High Correlation Information.

Kelvin Sim, Vivekanand Gopalkrishnan, Hon Nian Chua, See-Kiong Ng

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Communication-Efficient Classification in P2P Networks.

Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Towards efficient mining of proportional fault-tolerant frequent itemsets.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

CP-summary: a concise representation for browsing frequent itemsets.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

PUB: A Class Description Technique Based on Partial Coverage of Subspace.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the ICDM 2009, 2009

Epsilon Equitable Partition: On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan

Proceedings of the 15th International Conference on Management of Data, 2009

2008

Online Outlier Detection Based on Relative Neighbourhood Dissimilarity.

Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Praneeth Namburi

Proceedings of the Web Information Systems Engineering, 2008

Proportionate feature selection - A pre-processing step for clustering.

Jashanjot Singh Sekhon, Vivekanand Gopalkrishnan, Wee Keong Ng

Proceedings of the IEEE International Conference on Systems, 2008

Cascade RSVM in Peer-to-Peer Networks.

Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Rule Evolution Approach for Mining Multivariate Time Series Data.

Viet-An Nguyen, Vivekanand Gopalkrishnan

Proceedings of the ICEIS 2008, 2008

Querying time-series streams.

Vivekanand Gopalkrishnan

Proceedings of the EDBT 2008, 2008

Classification in P2P Networks by Bagging Cascade RSVMs.

Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng, Anwitaman Datta

Proceedings of the Databases, 2008

Distance Based Feature Selection for Clustering Microarray Data.

Manoranjan Dash, Vivekanand Gopalkrishnan

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Intelligent E-Learning Systems - An Intelligent Approach to Flexible Learning Methodologies.

Sukanya Ramabadran, Vivekanand Gopalkrishnan

Proceedings of the ICEIS 2007, 2007

Mining Statistical Information of Frequent Fault-Tolerant Patterns in Transactional Databases.

Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Estimating product lifecycle cost using a hybrid approach.

Haifeng Liu, Vivekanand Gopalkrishnan, Wee Keong Ng, Bin Song, Xiang Li

Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

Two Way Focused Classification.

Manoranjan Dash, Vivekanand Gopalkrishnan

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006

Enhancing Edit Distance on Real Sequences Filters using Histogram Distance on Fixed Reference Ordering.

Prima Chairunnanda, Vivekanand Gopalkrishnan, Lei Chen

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment.

Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2000

Efficient query processing with structural join indexing in an object relational data warehousing environment.

Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem

Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

Efficient query processing with associated horizontal class partitioning in an object relational data warehousing environment.

Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem

Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000

1999

Star/Snow-Flake Schema Driven Object-Relational Data Warehouse - Design and Query Processing Strategies.

Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

1998

Issues of object-relational view design in data warehousing environment.

Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998