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International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM)

Source type: conference
Alternate names: Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Proceedings of the Ninth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management
Fully OA: No
DOAJ: No
OpenAlex ID: S7407113746
Adversarial and Clean Data Are Not Twins
2023 · Zhitao Gong, Wenlu Wang · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 301
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Deep Reinforcement Learning for Join Order Enumeration
2018 · Ryan Marcus, Olga Papaemmanouil · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 249
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RadixSpline: a single-pass learned index
2020 · Andreas Kipf, Ryan Marcus, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 175
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Cardinality estimation with local deep learning models
2019 · Lucas Woltmann, Claudio Hartmann, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 89
Interpreting deep learning models for entity resolution: an experience report using LIME
2019 · Vincenzo Di Cicco, Donatella Firmani, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 42
Towards learning a partitioning advisor with deep reinforcement learning
2019 · Benjamin Hilprecht, Carsten Binnig, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 29
Termite: a system for tunneling through heterogeneous data
2019 · Raul Castro Fernandez, Samuel Madden · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 27
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Scheduling OLTP transactions via learned abort prediction
2019 · Yangjun Sheng, Anthony Tomasic, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 25
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Considerations for handling updates in learned index structures
2019 · Ali Hadian, Thomas Heinis · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 22
Research challenges in deep reinforcement learning-based join query optimization
2020 · Runsheng Benson Guo, Khuzaima Daudjee · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 21
GridFormation: Towards Self-Driven Online Data Partitioning using Reinforcement Learning
2018 · Gabriel Campero Durand, Marcus Pinnecke, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 21
Machop: an end-to-end generalized entity matching framework
2022 · Jin Wang, Yuliang Li, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 17
Mallet: SQL Dialect Translation with LLM Rule Generation
2024 · Amadou Latyr Ngom, Tim Kraska · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 15
Deep Reinforcement-Learning Framework for Exploratory Data Analysis
2018 · Tova Milo, Amit Somech · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 13
Automated tuning of query degree of parallelism via machine learning
2020 · Zhiwei Fan, Rathijit Sen, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 12
Micro-architectural analysis of a learned index
2022 · Mikkel Møller Andersen, Pinar Tözün · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 11
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LSI: a learned secondary index structure
2022 · Andreas Kipf, Dominik Horn, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 11
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AutoCure: Automated Tabular Data Curation Technique for ML Pipelines
2023 · Mohamed Abdelaal, Rashmi Koparde, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 10
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Learned Spatial Data Partitioning
2023 · Keizo Hori, Yuya Sasaki, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 9
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Contextual Intelligence for Unified Data Governance
2018 · Ed Seabolt, Eser Kandogan, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 8
Zero-Shot Cost Models for Parallel Stream Processing
2023 · Pratyush Agnihotri, Boris Koldehofe, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 7
OmniscientDB: A Large Language Model-Augmented DBMS That Knows What Other DBMSs Do Not Know
2023 · Matthias Urban, Duc Dat Nguyen, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 7
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GCNSplit: bounding the state of streaming graph partitioning
2022 · Michał Zwolak, Zainab Abbas, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 7
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Learning to optimize federated queries
2019 · Liqi Xu, Richard L. Cole, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 7
PartLy: learning data partitioning for distributed data stream processing
2020 · Ahmed S. Abdelhamid, Walid G. Aref · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 6
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Works count: 42
Citation count: 1,169
H-index: 13
I10-index: 18
2yr mean citedness: 2.333
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