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WISK: A Workload-aware Learned Index for Spatial Keyword Queries
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/11535331_13openalex-snapshot
Spatio-textual Indexing for Geographical Search on the Web
inferredcites →https://doi.org/10.1007/978-3-642-15364-8_37openalex-snapshot
Hybrid Indexing and Seamless Ranking of Spatial and Textual Features of Web Documents
inferredcites →https://doi.org/10.1007/978-3-642-22922-0_13openalex-snapshot
Efficient Processing of Top-k Spatial Keyword Queries
inferredcites →https://doi.org/10.1007/s00778-021-00661-wopenalex-snapshot
Location- and keyword-based querying of geo-textual data: a survey
inferredcites →https://doi.org/10.1016/j.ejor.2020.07.063openalex-snapshot
Machine learning for combinatorial optimization: A methodological tour d’horizon
inferredcites →https://doi.org/10.1016/j.neunet.2020.12.023openalex-snapshot
t-soft update of target network for deep reinforcement learning
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1017/s0263574799281520openalex-snapshot
OPTICS OF LIGHT SCATTERING MEDIA, Problems and Solutions by Alex A. Kokhanovsky, J. Wiley and Sons, Chichester, 1999, ISBN 0-471-97260-6, x+ 217 pp., index (Hbk, £75.00).
inferredcites →https://doi.org/10.1046/j.1467-9884.2003.t01-12-00383_14.xopenalex-snapshot
The Laplace Distribution and Generalizations: a Revisit with Applications to Communications, Economics, Engineering, and Finance
inferredcites →https://doi.org/10.1109/icde.2008.4497474openalex-snapshot
Keyword Search on Spatial Databases
inferredcites →https://doi.org/10.1109/icde.2013.6544884openalex-snapshot
Inverted linear quadtree: Efficient top k spatial keyword search
inferredcites →https://doi.org/10.1109/icde.2019.00048openalex-snapshot
GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search
inferredcites →https://doi.org/10.1109/icde51399.2021.00065openalex-snapshot
Trajectory Simplification with Reinforcement Learning
inferredcites →https://doi.org/10.1109/icdew.2016.7495640openalex-snapshot
Querying and mining geo-textual data for exploration: Challenges and opportunities
inferredcites →https://doi.org/10.1109/mdm.2019.00121openalex-snapshot
Learned Index for Spatial Queries
inferredcites →https://doi.org/10.1109/ssdbm.2007.22openalex-snapshot
Processing Spatial-Keyword (SK) Queries in Geographic Information Retrieval (GIR) Systems
inferredcites →https://doi.org/10.1109/tkde.2011.172openalex-snapshot
Joint Top-K Spatial Keyword Query Processing
inferredcites →https://doi.org/10.1109/tnnls.2013.2275077openalex-snapshot
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection
inferredcites →https://doi.org/10.1145/1099554.1099584openalex-snapshot
Hybrid index structures for location-based web search
inferredcites →https://doi.org/10.1145/1142473.1142505openalex-snapshot
Efficient query processing in geographic web search engines
inferredcites →https://doi.org/10.1145/1277741.1277857openalex-snapshot
Web text retrieval with a P2P query-driven index
inferredcites →https://doi.org/10.1145/170035.170072openalex-snapshot
Mining association rules between sets of items in large databases
inferredcites →https://doi.org/10.1145/1989323.1989363openalex-snapshot
Collective spatial keyword querying
inferredcites →https://doi.org/10.1145/2452376.2452419openalex-snapshot
Scalable top-k spatial keyword search
inferredcites →https://doi.org/10.1145/2588555.2610515openalex-snapshot
Fine-grained partitioning for aggressive data skipping
inferredcites →https://doi.org/10.1145/2983323.2983751openalex-snapshot
A Unified Index for Spatio-Temporal Keyword Queries
inferredcites →https://doi.org/10.1145/3183713.3196908openalex-snapshot
Query-based Workload Forecasting for Self-Driving Database Management Systems
inferredcites →https://doi.org/10.1145/3183713.3196909openalex-snapshot
The Case for Learned Index Structures
inferredcites →https://doi.org/10.1145/3308558.3313635openalex-snapshot
Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach
inferredcites →https://doi.org/10.1145/3318464.3380579openalex-snapshot
Learning Multi-Dimensional Indexes
inferredcites →https://doi.org/10.1145/3318464.3389703openalex-snapshot
LISA: A Learned Index Structure for Spatial Data
inferredcites →https://doi.org/10.1145/3318464.3389711openalex-snapshot
ALEX: An Updatable Adaptive Learned Index
inferredcites →https://doi.org/10.1145/3318464.3389770openalex-snapshot
Qd-tree: Learning Data Layouts for Big Data Analytics
inferredcites →https://doi.org/10.1145/3340964.3340976openalex-snapshot
Exposing Points of Interest as Linked Geospatial Data
inferredcites →https://doi.org/10.1145/335191.335372openalex-snapshot
Mining frequent patterns without candidate generation
inferredcites →https://doi.org/10.1145/3448016.3457542openalex-snapshot
AI Meets Database: AI4DB and DB4AI
inferredcites →https://doi.org/10.1145/3469830.3470892openalex-snapshot
SPRIG: A Learned Spatial Index for Range and kNN Queries
inferredcites →https://doi.org/10.1145/3469830.3470897openalex-snapshot
A Novel Indexing Method for Spatial-Keyword Range Queries
inferredcites →https://doi.org/10.1145/3514221.3517896openalex-snapshot
Selectivity Functions of Range Queries are Learnable
inferredcites →https://doi.org/10.1145/3514221.3526128openalex-snapshot
Budget-aware Index Tuning with Reinforcement Learning
inferredcites →https://doi.org/10.1145/3514221.3526155openalex-snapshot
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning
inferredcites →https://doi.org/10.1145/3588917openalex-snapshot
The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data
inferredcites →https://doi.org/10.1145/93597.98741openalex-snapshot
The R*-tree: an efficient and robust access method for points and rectangles
inferredcites →https://doi.org/10.14778/1687627.1687666openalex-snapshot
Efficient retrieval of the top-k most relevant spatial web objects
inferredcites →https://doi.org/10.14778/2535569.2448955openalex-snapshot
Spatial keyword query processing
inferredcites →https://doi.org/10.14778/2735471.2735472openalex-snapshot
Selectivity estimation on streaming spatio-textual data using local correlations
inferredcites →https://doi.org/10.14778/3407790.3407829openalex-snapshot
Effectively learning spatial indices
inferredcites →https://doi.org/10.14778/3421424.3421425openalex-snapshot
Benchmarking learned indexes
inferredcites →https://doi.org/10.14778/3457390.3457393openalex-snapshot
Updatable learned index with precise positions
inferredcites →https://doi.org/10.14778/3461535.3461552openalex-snapshot
Are we ready for learned cardinality estimation?
inferredcites →https://doi.org/10.1609/aaai.v33i01.33014731openalex-snapshot
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP
inferredcites →https://doi.org/10.1609/aaai.v35i1.16155openalex-snapshot
Online 3D Bin Packing with Constrained Deep Reinforcement Learning
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.175openalex-snapshot
Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-981-95-5716-5_15openalex-snapshot
HELM: Hybrid Spatial Index of Moving Objects at Large Scales Tuned with Multi-Agent Reinforcement Learning
inferred← citeshttps://doi.org/10.1007/978-981-95-5722-6_4openalex-snapshot
QUEST: Query-Aware Learned Metric Index for Similarity Search
inferred← citeshttps://doi.org/10.1007/978-981-95-6196-4_25openalex-snapshot
Advancing Spatial Keyword Queries: From Filters to Unified Vector Embeddings
inferred← citeshttps://doi.org/10.1007/978-981-97-7241-4_1openalex-snapshot
SAM: A Spatial-Aware Learned Index for Disk-Based Multi-dimensional Search
inferred← citeshttps://doi.org/10.1007/s00778-024-00886-5openalex-snapshot
LIST: learning to index spatio-textual data for embedding based spatial keyword queries
inferred← citeshttps://doi.org/10.1007/s00778-024-00894-5openalex-snapshot
Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectors
inferred← citeshttps://doi.org/10.1007/s10844-025-01012-9openalex-snapshot
$$\text {SPL}^{index}$$: A spatial polygon learned index (extended version)
inferred← citeshttps://doi.org/10.1007/s41019-024-00265-8openalex-snapshot
Spatio-Temporal Keyword Query Processing Based on Key-Value Stores
inferred← citeshttps://doi.org/10.1007/s41019-025-00344-4openalex-snapshot
REST: An Efficient Distributed Framework for Real-time Semantic Trajectory Join
inferred← citeshttps://doi.org/10.1016/j.envsoft.2026.107077openalex-snapshot
Global structure-aware R-Tree: a spatial indexing mechanism using deep reinforcement learning and self-play
inferred← citeshttps://doi.org/10.1109/dsc67331.2025.00058openalex-snapshot
Mix-LSM: Research on Mixed Data Storage Strategies for HTAP Based on LSM Trees
inferred← citeshttps://doi.org/10.1109/icde60146.2024.00329openalex-snapshot
Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data
inferred← citeshttps://doi.org/10.1109/jiot.2024.3427676openalex-snapshot
Efficient Parallel Processing of Semantic Trajectory Similarity Joins
inferred← citeshttps://doi.org/10.1109/ngdn61651.2024.10744094openalex-snapshot
Enhancing the Reinforcement Learning-based Tuning System with a Dynamic Reward Function
inferred← citeshttps://doi.org/10.1109/ngdn61651.2024.10744117openalex-snapshot
DENIMS: A Distance-Driven Learned Index for Multi-Dimensional Skewed Data
inferred← citeshttps://doi.org/10.1109/tkde.2026.3667517openalex-snapshot
Cymo: A Flexible Storage Model With Query-Aware Indexing for Spatio-Temporal Big Data
inferred← citeshttps://doi.org/10.1109/tkde.2026.3699763openalex-snapshot
HQT-TI: An Efficient Hilbert Curve Based Index for Spatial Keyword Queries
inferred← citeshttps://doi.org/10.1145/3722212.3725639openalex-snapshot
Learned Indexes From the One-dimensional to the Multi-dimensional Spaces: Challenges, Techniques, and Opportunities
inferred← citeshttps://doi.org/10.1145/3768575openalex-snapshot
A Survey of Learned Indexes for the Multi-dimensional Space
inferred← citeshttps://doi.org/10.1145/3769800openalex-snapshot
High Performance or Low Memory? An Updatable Learned Index Framework for Time-Space Tradeoff
inferred← citeshttps://doi.org/10.1145/3786665openalex-snapshot
LM-Tree: A Hybrid Learned Index for Similarity Search in Metric Spaces
inferred← citeshttps://doi.org/10.1186/s40537-024-01025-1openalex-snapshot
A systematic review of deep learning applications in database query execution
inferred← citeshttps://doi.org/10.14778/3659437.3659439openalex-snapshot
Accelerating String-Key Learned Index Structures via Memoization-Based Incremental Training
inferred← citeshttps://doi.org/10.14778/3734839.3734848openalex-snapshot
ACE: A Cardinality Estimator for Set-Valued Queries
inferred← citeshttps://doi.org/10.14778/3785297.3785313openalex-snapshot
A Workload-Aware Encrypted Index for Efficient Privacy-Preserving Range Queries
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