4 citations · 5 across the 4 of their papers we have counts for
4 papers
VoS: Variate Ordering Strategies for Skyline Query Optimization
Abhinav Gorantla, Pratanu Mandal, K. Selçuk Candan +1
Efficiency of skyline algorithms is highly influenced by the underlying data characteristics. Traditionally, optimization efforts have focused on minimizing the total number of tup…
Causal Search for Skylines (CSS): Causally-Informed Selective Data De-Correlation
Pratanu Mandal, Abhinav Gorantla, K. Selçuk Candan +1
Skyline queries are popular and effective tools in multi-criteria decision support as they extract interesting (pareto-optimal) points that help summarize the available data with r…
DataStorm-EM: Exploration of Alternative Timelines within Continuous-Coupled Simulation Ensembles
Fahim Tasneema Azad, Javier Redondo Anton, Shubhodeep Mitra +6
Many socio-economical critical domains (such as sustainability, public health, and disasters) are characterized by highly complex and dynamic systems, requiring data and model-driv…
sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments
K. Selçuk Candan, Rosaria Rossini, Maria Luisa Sapino +1
Many applications generate and consume temporal data and retrieval of time series is a key processing step in many application domains. Dynamic time warping (DTW) distance between…