Karthik Ganesan Pillai

Montana State University — United States

Computer Science · Physical Sciences

11h-index299citations23works0.02yr avg
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Research Topics

Data Management and Algorithms(9), Data Mining Algorithms and Applications(8), Time Series Analysis and Forecasting(5), Metaheuristic Optimization Algorithms Research(3), Solar and Space Plasma Dynamics(3)

Publications23 total

Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations
ACM Transactions on Spatial Algorithms and Systems·2016· 8 citedOpen Access
Mining spatiotemporal co-occurrence patterns in solar datasets
Astronomy and Computing·2015· 14 cited
On visualization techniques for solar data mining
Astronomy and Computing·2014· 15 cited
Iterative refinement of multiple targets tracking of solar events
2014· 14 cited
Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns
2014· 26 cited
ERMO-DG: Evolving Region Moving Object Dataset Generator
The Florida AI Research Society·2014· 10 cited
MINING SPATIOTEMPORAL CO-OCCURRENCE PATTERNS FROM MASSIVE DATA SETS WITH EVOLVING REGIONS
2014
Multi-sensor Remote Sensing Image Change Detection: An Evaluation of Similarity Measures
2013· 9 cited
A filter-and-refine approach to mine spatiotemporal co-occurrences
2013· 36 citedOpen Access
A large-scale solar image dataset with labeled event regions
2013· 43 cited
Big Data New Frontiers: Mining, Search and Management of Massive Repositories of Solar Image Data and Solar Events
Advances in intelligent systems and computing·2013· 9 cited
Spatiotemporal Co-occurrence Rules
Advances in intelligent systems and computing·2013· 14 cited
Filament Chirality over an Entire Cycle Determined with an Automated Detection Module -- a Neat Surprise!
SPD·2013
Hemispheric Patterns in Filament Chirality and Sigmoid Shape over the Solar Cycle
Proceedings of the International Astronomical Union·2013· 3 citedOpen Access
Bayesian abductive inference using overlapping swarm intelligence
2013· 12 cited
Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned
Lecture notes in computer science·2013· 6 cited
Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions
2012· 39 cited
Abductive inference in Bayesian belief networks using swarm intelligence
2012· 6 cited
DOSI: Training artificial neural networks using overlapping swarm intelligence with local credit assignment
2012· 17 cited
Supporting Solar Physics Research via Data Mining
American Astronomical Society Meeting Abstracts #220·2012
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Frequent Co-authors

Rafal A. Angryk(13), Juan M. Banda(8), P. C. H. Martens(5), Berkay Aydin(5), Michael A. Schuh(4), Dustin Kempton(4), John W. Sheppard(4), Tim Wylie(3), Nathan Fortier(2), Micheal Schuh(2), Patrick McInerney(2), Anthony R. Yeates(2), Vijay Akkineni(1), Shaktidhar Reddy Gopavaram(1), V. Akkineni(1), Ranga Raju Vatsavai(1), Liessman Sturlaugson(1), H. Tosun(1), D. H. Mackay(1), Dale E. Courte(1)