Vivekanand Gopalkrishnan

Publication Activity (10 Years)

Years Active: 1998-2014
Publications (10 Years): 0

Top Topics

Subspace Projections

Clustering Approaches

Subspace Clustering

Passive Aggressive

Top Venues

ACM Trans. Knowl. Discov. Data

IEEE Trans. Knowl. Data Eng.

IEEE Intell. Syst.

Publications

Kelvin Sim, Vivekanand Gopalkrishnan, Clifton Phua, Gao Cong
3D Subspace Clustering for Value Investing. IEEE Intell. Syst. 29 (2) (2014)
Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
Classification in P2P networks with cascade support vector machines. ACM Trans. Knowl. Discov. Data 7 (4) (2013)
Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection. ACM Trans. Knowl. Discov. Data 7 (1) (2013)
Kelvin Sim, Vivekanand Gopalkrishnan, Arthur Zimek, Gao Cong
A survey on enhanced subspace clustering. Data Min. Knowl. Discov. 26 (2) (2013)
Kelvin Sim, Ghim-Eng Yap, David R. Hardoon, Vivekanand Gopalkrishnan, Gao Cong, Suryani Lukman
Centroid-Based Actionable 3D Subspace Clustering. IEEE Trans. Knowl. Data Eng. 25 (6) (2013)
Hock Hee Ang, Vivekanand Gopalkrishnan, Indre Zliobaite, Mykola Pechenizkiy, Steven C. H. Hoi
Predictive Handling of Asynchronous Concept Drifts in Distributed Environments. IEEE Trans. Knowl. Data Eng. 25 (10) (2013)
Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan
PAMR: Passive aggressive mean reversion strategy for portfolio selection. Mach. Learn. 87 (2) (2012)
Vivekanand Gopalkrishnan, David M. Steier, Harvey Lewis, James Guszcza
Big data, big business: bridging the gap. BigMine (2012)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Ira Assent
An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data. DASFAA (1) (2011)
Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li
A case study on financial ratios via cross-graph quasi-bicliques. Inf. Sci. 181 (1) (2011)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
Class description using partial coverage of subspaces. Expert Syst. Appl. 38 (10) (2011)
Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. AISTATS (2011)
Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan
CORN: Correlation-driven nonparametric learning approach for portfolio selection. ACM Trans. Intell. Syst. Technol. 2 (3) (2011)
Hoang Vu Nguyen, Hock Hee Ang, Vivekanand Gopalkrishnan
Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces. DASFAA (1) (2010)
Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi
Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. PAKDD (2) (2010)
Quach Vinh Thanh, Vivekanand Gopalkrishnan, Hock Hee Ang
Distributed Classification on Peers with Variable Data Spaces and Distributions. ICDM Workshops (2010)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan
Feature Extraction for Outlier Detection in High-Dimensional Spaces. FSDM (2010)
Kelvin Sim, Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
Mining Actionable Subspace Clusters in Sequential Data. SDM (2010)
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
On Classifying Drifting Concepts in P2P Networks. ECML/PKDD (1) (2010)
Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
Adaptive Ensemble Classification in P2P Networks. DASFAA (1) (2010)
Kelvin Sim, Zeyar Aung, Vivekanand Gopalkrishnan
Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data. ICDM (2010)
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
P2PDocTagger: Content management through automated P2P collaborative tagging. Proc. VLDB Endow. 3 (2) (2010)
Haifeng Liu, Vivekanand Gopalkrishnan, Thi Nhu Quynh Kim, Wee Keong Ng
Regression models for estimating product life cycle cost. J. Intell. Manuf. 20 (4) (2009)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
CP-summary: a concise representation for browsing frequent itemsets. KDD (2009)
Kelvin Sim, Vivekanand Gopalkrishnan, Hon Nian Chua, See-Kiong Ng
MACs: Multi-Attribute Co-clusters with High Correlation Information. ECML/PKDD (2) (2009)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
Efficient Computation of Partial-Support for Mining Interesting Itemsets. SDM (2009)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan
Epsilon Equitable Partition: On Scheduling Data Loading and View Maintenance in Soft Real-time Data Warehouses. COMAD (2009)
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks. Stat. Anal. Data Min. 2 (4) (2009)
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
Communication-Efficient Classification in P2P Networks. ECML/PKDD (1) (2009)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
Towards efficient mining of proportional fault-tolerant frequent itemsets. KDD (2009)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
PUB: A Class Description Technique Based on Partial Coverage of Subspace. ICDM (2009)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan
Efficient Pruning Schemes for Distance-Based Outlier Detection. ECML/PKDD (2) (2009)
Viet-An Nguyen, Vivekanand Gopalkrishnan
Rule Evolution Approach for Mining Multivariate Time Series Data. ICEIS (2) (2008)
Vivekanand Gopalkrishnan
Querying time-series streams. EDBT (2008)
Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
Cascade RSVM in Peer-to-Peer Networks. ECML/PKDD (1) (2008)
Manoranjan Dash, Vivekanand Gopalkrishnan
Distance Based Feature Selection for Clustering Microarray Data. DASFAA (2008)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Praneeth Namburi
Online Outlier Detection Based on Relative Neighbourhood Dissimilarity. WISE (2008)
Jashanjot Singh Sekhon, Vivekanand Gopalkrishnan, Wee Keong Ng
Proportionate feature selection - A pre-processing step for clustering. SMC (2008)
Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng, Anwitaman Datta
Classification in P2P Networks by Bagging Cascade RSVMs. DBISP2P (2008)
Ardian Kristanto Poernomo, Vivekanand Gopalkrishnan
Mining Statistical Information of Frequent Fault-Tolerant Patterns in Transactional Databases. ICDM (2007)
Manoranjan Dash, Vivekanand Gopalkrishnan
Two Way Focused Classification. DaWaK (2007)
Sukanya Ramabadran, Vivekanand Gopalkrishnan
Intelligent E-Learning Systems - An Intelligent Approach to Flexible Learning Methodologies. ICEIS (2) (2007)
Haifeng Liu, Vivekanand Gopalkrishnan, Wee Keong Ng, Bin Song, Xiang Li
Estimating product lifecycle cost using a hybrid approach. ICDIM (2007)
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. ICDM (2006)
Prima Chairunnanda, Vivekanand Gopalkrishnan, Lei Chen
Enhancing Edit Distance on Real Sequences Filters using Histogram Distance on Fixed Reference Ordering. ICPR (3) (2006)
Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem
Efficient query processing with associated horizontal class partitioning in an object relational data warehousing environment. DMDW (2000)
Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem
Efficient query processing with structural join indexing in an object relational data warehousing environment. IRMA Conference (2000)
Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem
Star/Snow-Flake Schema Driven Object-Relational Data Warehouse - Design and Query Processing Strategies. DaWaK (1999)
Vivekanand Gopalkrishnan, Qing Li, Kamalakar Karlapalem
Issues of object-relational view design in data warehousing environment. SMC (1998)