Diversity based Relevance Feedback for Time Series Search

Summary: Diversity-based relevance feedback for time series search using dual-tree CWT and SAX representations to boost retrieval accuracy. Representation-aware feedback with weighting for single and multi-representation cases yields gains with simple NN and claims diversification via representation feedback. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h4e01a42bdfda1416
Venue: VLDB
Year: 2014
Pagerank: 5.2916397e-05
Overall Rank: 8,662 | 41.79%
DOI: 10.14778/2732228.2732230

Incoming Non-self Citations Over Time

Authors

1. Bahaeddin Eravci (Bilkent University)
2. Hakan Ferhatosmanoglu (Bilkent University)

BibTeX Citation

@article{eravci_vldb14,
        title = {{Diversity based Relevance Feedback for Time Series Search}},
        author = {Eravci, Bahaeddin and Ferhatosmanoglu, Hakan},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {2},
        doi = {10.14778/2732228.2732230},
        url = {https://doi.org/10.14778/2732228.2732230},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,333	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.8095741e-05
8,516	Exploring the Data Wilderness through Examples	2019	SIGMOD	5.3239705e-05

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
1,913	MindReader: Querying databases through multiple examples	1998	VLDB	9.386654e-05
3,965	Using Trees to Depict a Forest	2009	VLDB	6.8890329e-05
6,614	Similarity Search: A Matching Based Approach	2006	VLDB	5.7323821e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	6,631	Interactive Time Series Exploration Powered by the Marriage of Similarity Distances	2017	VLDB
2	6,894	On Efficiently Searching Trajectories and Archival Data for Historical Similarities	2008	VLDB
3	5,167	FeedbackBypass: A New Approach to Interactive Similarity Query Processing	2001	VLDB
4	194	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases	2001	SIGMOD
5	7,445	Set-based Similarity Search for Time Series	2016	SIGMOD
6	8,292	Anticipatory DTW for Efficient Similarity Search in Time Series Databases	2009	VLDB
7	829	Similarity-Based Queries for Time Series Data	1997	SIGMOD
8	11,463	Representative Time Series Discovery for Data Exploration	2025	VLDB
9	1,145	Efficient Diversity-Aware Search	2011	SIGMOD
10	916	Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures	2008	VLDB