Issues of object-relational view design in data warehousing environment. - Vivekanand Gopalkrishnan; Qing Li 001; Kamalakar Karlapalem (SMC, 1998)

Star/Snow-Flake Schema Driven Object-Relational Data Warehouse - Design and Query Processing Strategies. - Vivekanand Gopalkrishnan; Qing Li 001; Kamalakar Karlapalem (DaWaK, 1999)

Efficient query processing with associated horizontal class partitioning in an object relational data warehousing environment. - Vivekanand Gopalkrishnan; Qing Li 001; Kamalakar Karlapalem (DMDW, 2000)

Efficient query processing with structural join indexing in an object relational data warehousing environment. - Vivekanand Gopalkrishnan; Qing Li 001; Kamalakar Karlapalem (IRMA Conference, 2000)

Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. - Kelvin Sim; Jinyan Li 001; Vivekanand Gopalkrishnan; Guimei Liu (ICDM, 2006)

Enhancing Edit Distance on Real Sequences Filters using Histogram Distance on Fixed Reference Ordering. - Prima Chairunnanda; Vivekanand Gopalkrishnan; Lei Chen 002 (ICPR (3), 2006)

Two Way Focused Classification. - Manoranjan Dash; Vivekanand Gopalkrishnan (DaWaK, 2007)

Estimating product lifecycle cost using a hybrid approach. - Haifeng Liu 007; Vivekanand Gopalkrishnan; Wee Keong Ng; Bin Song 012; Xiang Li 040 (ICDIM, 2007)

Mining Statistical Information of Frequent Fault-Tolerant Patterns in Transactional Databases. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (ICDM, 2007)

Intelligent E-Learning Systems - An Intelligent Approach to Flexible Learning Methodologies. - Sukanya Ramabadran; Vivekanand Gopalkrishnan (ICEIS (2), 2007)

Distance Based Feature Selection for Clustering Microarray Data. - Manoranjan Dash; Vivekanand Gopalkrishnan (DASFAA, 2008)

Classification in P2P Networks by Bagging Cascade RSVMs. - Hock Hee Ang; Vivekanand Gopalkrishnan; Steven C. H. Hoi; Wee Keong Ng; Anwitaman Datta (DBISP2P, 2008)

Querying time-series streams. - Vivekanand Gopalkrishnan (EDBT, 2008)

Rule Evolution Approach for Mining Multivariate Time Series Data. - Viet-An Nguyen; Vivekanand Gopalkrishnan (ICEIS (2), 2008)

Cascade RSVM in Peer-to-Peer Networks. - Hock Hee Ang; Vivekanand Gopalkrishnan; Steven C. H. Hoi; Wee Keong Ng (ECML/PKDD (1), 2008)

Proportionate feature selection - A pre-processing step for clustering. - Jashanjot Singh Sekhon; Vivekanand Gopalkrishnan; Wee Keong Ng (SMC, 2008)

Online Outlier Detection Based on Relative Neighbourhood Dissimilarity. - Hoang Vu Nguyen; Vivekanand Gopalkrishnan; Praneeth Namburi (WISE, 2008)

Epsilon Equitable Partition: On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses. - Hoang Vu Nguyen; Vivekanand Gopalkrishnan (COMAD, 2009)

PUB: A Class Description Technique Based on Partial Coverage of Subspace. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (ICDM, 2009)

CP-summary: a concise representation for browsing frequent itemsets. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (KDD, 2009)

Towards efficient mining of proportional fault-tolerant frequent itemsets. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (KDD, 2009)

Communication-Efficient Classification in P2P Networks. - Hock Hee Ang; Vivekanand Gopalkrishnan; Wee Keong Ng; Steven C. H. Hoi (ECML/PKDD (1), 2009)

MACs: Multi-Attribute Co-clusters with High Correlation Information. - Kelvin Sim; Vivekanand Gopalkrishnan; Hon Nian Chua; See-Kiong Ng (ECML/PKDD (2), 2009)

Efficient Pruning Schemes for Distance-Based Outlier Detection. - Hoang Vu Nguyen; Vivekanand Gopalkrishnan (ECML/PKDD (2), 2009)

Efficient Computation of Partial-Support for Mining Interesting Itemsets. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (SDM, 2009)

Regression models for estimating product life cycle cost. - Haifeng Liu 007; Vivekanand Gopalkrishnan; Thi Nhu Quynh Kim; Wee Keong Ng (J. Intell. Manuf., 2009)

Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks. - Kelvin Sim; Jinyan Li 001; Vivekanand Gopalkrishnan; Guimei Liu (Stat. Anal. Data Min., 2009)

Simultaneous Feature Selection and Tuple Selection for Efficient Classification. - Manoranjan Dash; Vivekanand Gopalkrishnan (Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010)

Adaptive Ensemble Classification in P2P Networks. - Hock Hee Ang; Vivekanand Gopalkrishnan; Steven C. H. Hoi; Wee Keong Ng (DASFAA (1), 2010)

Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces. - Hoang Vu Nguyen; Hock Hee Ang; Vivekanand Gopalkrishnan (DASFAA (1), 2010)

Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data. - Kelvin Sim; Zeyar Aung; Vivekanand Gopalkrishnan (ICDM, 2010)

Distributed Classification on Peers with Variable Data Spaces and Distributions. - Quach Vinh Thanh; Vivekanand Gopalkrishnan; Hock Hee Ang (ICDM Workshops, 2010)

Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. - Hock Hee Ang; Vivekanand Gopalkrishnan; Anwitaman Datta; Wee Keong Ng; Steven C. H. Hoi (PAKDD (2), 2010)

On Classifying Drifting Concepts in P2P Networks. - Hock Hee Ang; Vivekanand Gopalkrishnan; Wee Keong Ng; Steven C. H. Hoi (ECML/PKDD (1), 2010)

Mining Actionable Subspace Clusters in Sequential Data. - Kelvin Sim; Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (SDM, 2010)

Feature Extraction for Outlier Detection in High-Dimensional Spaces. - Hoang Vu Nguyen; Vivekanand Gopalkrishnan (FSDM, 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)

An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data. - Hoang Vu Nguyen; Vivekanand Gopalkrishnan; Ira Assent (DASFAA (1), 2011)

Class description using partial coverage of subspaces. - Ardian Kristanto Poernomo; Vivekanand Gopalkrishnan (Expert Syst. Appl., 2011)

A case study on financial ratios via cross-graph quasi-bicliques. - Kelvin Sim; Guimei Liu; Vivekanand Gopalkrishnan; Jinyan Li 001 (Inf. Sci., 2011)

Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. - Bin Li 027; Steven C. H. Hoi; Peilin Zhao; Vivekanand Gopalkrishnan (AISTATS, 2011)

CORN: Correlation-driven nonparametric learning approach for portfolio selection. - Bin Li 027; Steven C. H. Hoi; Vivekanand Gopalkrishnan (ACM Trans. Intell. Syst. Technol., 2011)

Big data, big business: bridging the gap. - Vivekanand Gopalkrishnan; David M. Steier; Harvey Lewis; James Guszcza (BigMine, 2012)

PAMR: Passive aggressive mean reversion strategy for portfolio selection. - Bin Li 027; Peilin Zhao; Steven C. H. Hoi; Vivekanand Gopalkrishnan (Mach. Learn., 2012)

A survey on enhanced subspace clustering. - Kelvin Sim; Vivekanand Gopalkrishnan; Arthur Zimek; Gao Cong (Data Min. Knowl. Discov., 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)

Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection. - Bin Li 027; Steven C. H. Hoi; Peilin Zhao; Vivekanand Gopalkrishnan (ACM Trans. Knowl. Discov. Data, 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)

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)

3D Subspace Clustering for Value Investing. - Kelvin Sim; Vivekanand Gopalkrishnan; Clifton Phua; Gao Cong (IEEE Intell. Syst., 2014)