Vocalizing Large Time Series Efficiently

Summary: Vocalizing Large Time Series Efficiently integrates query evaluation with voice output for time-series results. Optimal experimental design guides sampling of few points to generate concise voice descriptions and select a near-optimal batch. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11643
Venue: VLDB
Year: 2018
Pagerank: 4.1905499e-05
Overall Rank: 11,733 | 18.46%
DOI: 10.14778/3236187.3236206

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

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Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,011	Data Vocalization with CiceroDB	2019	CIDR	5.2365238e-05
6,912	Demonstrating the Voice-Based Exploration of Large Data Sets with CiceroDB-Zero	2020	VLDB	4.8878659e-05
11,651	A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP	2019	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
326	Optimal Histograms with Quality Guarantees	1998	VLDB	0.0002737538
1,804	M4: A Visualization-Oriented Time Series Data Aggregation	2014	VLDB	0.00010481427
1,937	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD	0.00010029154
2,005	Rapid Sampling for Visualizations with Ordering Guarantees	2015	VLDB	9.8168893e-05
2,045	Indexable PLA for Efficient Similarity Search	2007	VLDB	9.6950855e-05
2,151	RINSE: Interactive Data Series Exploration with ADS+	2015	VLDB	9.4234044e-05
4,418	ASAP: Prioritizing Attention via Time Series Smoothing	2017	VLDB	6.1952934e-05
5,675	Rare Time Series Motif Discovery from Unbounded Streams	2015	VLDB	5.3774215e-05
5,761	SpeakQL: Towards Speech-driven Multimodal Querying	2019	SIGMOD	5.3368922e-05
6,786	Interactive Time Series Exploration Powered by the Marriage of Similarity Distances	2017	VLDB	4.9210246e-05
11,808	Data Vocalization: Optimizing Voice Output of Relational Data	2017	VLDB	4.1905499e-05

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4,470	Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data	2019	SIGMOD	6.1525931e-05
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11,510	Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	VLDB	4.1905499e-05
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6,011	Data Vocalization with CiceroDB	2019	CIDR	5.2365238e-05
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