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1

Extending SQL for Machine Learning
Großmann, Christoph

Maschinelles Lernen SQL Datenbank
Dissertation
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2

Comparative Analysis of SQL Injection Defense Mechanisms Based on Three Approaches: PDO, PVT, and ART
Choi, Jiho ; Jung, Young-Ae ; Ko, Hoon
Applied Sciences. December, 2025, Vol. 15 Issue 23

Fachzeitschrift
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3

Beyond Standard Losses: Redefining Text-to-SQL with Task-Specific Optimization.
Azurmendi, Iker ; Zulueta, Ekaitz ; García, Gustavo ; et al.
Mathematics (2227-7390). Jul2025, Vol. 13 Issue 14, p2315. 23p.

LOSS functions (Statisti... MATHEMATICAL optimizatio... MACHINE learning LANGUAGE models NATURAL language process...
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5

Extending Relational Query Processing with ML Inference
Karanasos, Konstantinos ; Interlandi, Matteo ; Xin, Doris ; et al.

Computer Science - Datab... Computer Science - Machi...
Report
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6

Evaluating the data model robustness of Text-to-SQL systems based on real user queries
Fürst, Jonathan ; Kosten, Catherine ; Nooralahzadeh, Farhard ; et al.
ISBN:978-3-98318-097-4 ; ISSN:2367-2005 ; Proceedings of EDBT 2025 ; 28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025 ; Advances in Database Technology.

Databases Text-to-SQL Natural language process... Machine learning (ML) Large Language Models (L... info:eu-repo/classificat... …
Konferenz
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7

Predictive Maintenance and Monitoring of Industrial Compressors Using Machine Learning: A Proactive Approach
Pushpendra Dwivedi ; Zuber Khan ; Hannan Ansari ; et al.
Metallurgical and Materials Engineering; Vol. 31 No. 3 (2025); 372-381 ; 2812-9105 ; 2217-8961

Predictive Maintenance Machine Learning Industrial Compressors IoT Monitoring Data Acquisition SQL Database …
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8

NN-based Transformation of Any SQL Cardinality Estimator for Handling DISTINCT, AND, OR and NOT
Hayek, Rojeh ; Shmueli, Oded

Computer Science - Datab... Computer Science - Machi...
Report
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9

Extending Q-Learning Agents in SQLi Environments
Marinelli, Ryan ; Erdodi, Laszlo ; Sommervoll, Avald Aslaugson ; et al.
2024 Cyber Awareness and Research Symposium (CARS) Cyber Awareness and Research Symposium (CARS), 2024. :1-6 Oct, 2024

Konferenz
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10

GeoSQL-Eval: First Evaluation of LLMs on PostGIS-Based NL2GeoSQL Queries
Hou, Shuyang ; Jiao, Haoyue ; Liu, Ziqi ; et al.

Databases Artificial Intelligence Machine Learning Software Engineering
Report
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11

SQL-Rank: A Listwise Approach to Collaborative Ranking
Wu, Liwei ; Hsieh, Cho-Jui ; Sharpnack, James

Statistics - Machine Lea... Computer Science - Infor... Computer Science - Machi...
Report
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12

Data Exploration with SQL using Machine Learning Techniques
Cumin, Julien ; Petit, Jean-Marc ; Scuturici, Vasile-Marian ; et al.
Proc. 20th International Conference on Extending Database Technology (EDBT), ; International Conference on Extending Database Technology - EDBT ; https://hal.science/hal-01455715 ; International Conference on Extending Database Technology - EDBT, Mar 2017, Venice, Italy. pp.96-107 ; http://edbticdt2017.unive.it/

Venice Italy knowledge discovery in d... Human-centered computing... Users and interactive re... pattern mining …
Konferenz
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13

SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
Nguyen, Dai Quoc ; Hoang, Cong Duy Vu ; Vu, Duy ; et al.

Computer Science - Compu... Computer Science - Artif... Computer Science - Machi... Computer Science - Softw...
Report
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14

Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science
Ordonez, Carlos ; Varghese, Robin ; Phan, Nguyen ; et al.
Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics. :1-8

Konferenz
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15

Extending digital biology: bacterial survival and morphological heterogeneity under antibiotic stress
Maikranz, Erik ; orcid:0000-0001-6162- ; Aristov, Andrey ; et al.

Bacterial morphologies Antibiotic stress Machine learning Microfluidics Quantitative biology
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16

Extending Power BI with Python and R : Perform Advanced Analysis Using the Power of Analytical Languages
Zavarella ; Zavarella

Python (Computer program... Visual analytics--Data p... Information visualizatio... Data mining--Computer pr... R (Computer program lang... Business intelligence--C...
E-Book
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17

Data Quality Checking for Machine Learning with MeSQuaL
Comignani, Ugo ; Novelli, Noël ; Berti-Équille, Laure ; et al.
Advances in Database Technology - EDBT 2020, 23rd International Conference on Extending Database Technology, Copenhagen, Denmark, March 30 - April 02, Proceedings ; Advances in Database Technology - EDBT 2020, 23rd International Conference on Extending Database Technology, ; https://hal.science/hal-02865824 ; Advances in Database Technology - EDBT 2020, 23rd International Conference on Extending Database Technology,, Mar 2020, Copenhagen, Denmark

Copenhagen Denmark [INFO.INFO-DB]Computer S... [INFO.INFO-LG]Computer S...
Konferenz
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18

Query Languages for Neural Networks
Grohe, Martin ; Standke, Christoph ; STEEGMANS, Juno ; et al.

Expressive power of quer... Machine learning models languages for interpreta... explainable AI
Konferenz
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19

Segmon and Dosemon: Synergistic In-House Innovations Transforming Radiotherapy Workflow
Chen, M. ; Lin, J. ; Kazemimoghadam, M. ; et al.
In International Journal of Radiation Oncology, Biology, Physics 1 October 2024 120(2) Supplement:e615-e616

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20

Advanced statistics analysis on Finnish Maternity Cohort and Swedish Cervical Screening Cohort (part A). Public Deliverable 6.5
Clements, Mark ; Dillner, Joakim ; Merino Martinez, Roxana ; et al.

Exposome cervical screening cancer register machine learning algorithm screening model …
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