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Enhancing road traffic flow in sustainable cities through transformer models: Advancements and challenges
S Soudeep, MLN Aurthy, JR Jim, MF Mridha… - Sustainable Cities and …, 2024 - Elsevier
Efficient traffic flow is crucial for sustainable cities, as it directly impacts energy consumption,
pollution levels, and overall quality of life. The integration of superficial intelligence …
pollution levels, and overall quality of life. The integration of superficial intelligence …
[HTML][HTML] On measuring inconsistency in definite and indefinite databases with denial constraints
F Parisi, J Grant - Artificial Intelligence, 2023 - Elsevier
Real-world databases are often inconsistent. Although there has been an extensive body of
work on handling inconsistency, little work has been done on measuring inconsistency in …
work on handling inconsistency, little work has been done on measuring inconsistency in …
Fast approximate denial constraint discovery
R **ao, Z Tan, H Wang, S Ma - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
We investigate the problem of discovering approximate denial constraints (DCs), for finding
DCs that hold with some exceptions to avoid overfitting real-life dirty data and facilitate data …
DCs that hold with some exceptions to avoid overfitting real-life dirty data and facilitate data …
Discovering functional dependencies through hitting set enumeration
Functional dependencies (FDs) are among the most important integrity constraints in
databases. They serve to normalize datasets and thus resolve redundancies, they contribute …
databases. They serve to normalize datasets and thus resolve redundancies, they contribute …
Towards the efficient discovery of meaningful functional dependencies
We propose the first framework for discovering the set of meaningful functional
dependencies from data. This set contains the true positives among the set of functional …
dependencies from data. This set contains the true positives among the set of functional …
Querybooster: Improving SQL performance using middleware services for human-centered query rewriting
SQL query performance is critical in database applications, and query rewriting is a
technique that transforms an original query into an equivalent query with a better …
technique that transforms an original query into an equivalent query with a better …
Mixed covers of keys and functional dependencies for maintaining the integrity of data under updates
Covers for a set of functional dependencies (FDs) are fundamental for many areas of data
management, such as integrity maintenance, query optimization, database design, and data …
management, such as integrity maintenance, query optimization, database design, and data …
Efficiently enumerating hitting sets of hypergraphs arising in data profiling
The transversal hypergraph problem asks to enumerate the minimal hitting sets of a
hypergraph. If the solutions have bounded size, Eiter and Gottlob [SICOMP'95] gave an …
hypergraph. If the solutions have bounded size, Eiter and Gottlob [SICOMP'95] gave an …
A resource-aware deep cost model for big data query processing
The efficiency of query processing is highly affected by execution plans and allocated
resources in the Spark SQL big data processing engine. However, the cost models for Spark …
resources in the Spark SQL big data processing engine. However, the cost models for Spark …
The complexity of dependency detection and discovery in relational databases
Multi-column dependencies in relational databases come associated with two different
computational tasks. The detection problem is to decide whether a dependency of a certain …
computational tasks. The detection problem is to decide whether a dependency of a certain …