Latest Articles for Data Management

Techniques for refining data in machine learning for better efficiency and accuracy.

Smart factories leverage 5G technology for improved efficiency and resource management.

A new method enhances AI's ability to edit knowledge and answer complex questions.

A new framework enhances the way researchers find and use academic knowledge.

A new approach to effectively manage and edit unstructured knowledge.

SCALM improves caching in chat services to enhance efficiency and reduce costs.

A new approach for predicting data traffic in communication networks using machine learning.

New methods are needed for efficient satellite communication in our connected world.

A new system improves memory management for AI using GPUs.

A new method tackles ethical concerns in language models.

M-RAG enhances text generation through efficient information retrieval.

A method that turns natural language questions into accurate SQL queries for complex databases.

A new approach to clustering improves handling of tabular data.

A look at the role of Knowledge Graphs in organizing uncertain information.

This article examines how data arrangement impacts program speed and efficiency.

Semantic databases are changing how researchers connect and explore mathematical concepts.

A new approach enhances querying in graph databases using ontologies.

A new system aims to ensure safety in space with public data.

New framework aims to boost ICD coding accuracy using electronic health records.

A new method enhances translation quality by optimizing training data selection.

This study explores using smaller models to enhance safety in AI systems.

Sharding improves blockchain speed and capacity by breaking networks into smaller groups.

Introducing Federated Dynamic Averaging for improved communication in distributed deep learning.

An overview of synthetic data generation and its importance in data-driven applications.

A new benchmark aims to enhance data retrieval in Compound AI Systems.

Explore various big data storage solutions and their unique features.

A new method for accurately labeling table columns using knowledge graphs and language models.

ECHO improves network traffic classification through machine learning techniques.

Learn best practices to enhance development in data-intensive research projects.

Explore the innovative method of linking user queries directly to documents.

Learn how Digital Twins can improve space launch vehicle design and operation.

A new method helps programmers verify units in scientific software.

Explore the impact of edge computing on IoT and data management.

Croissant-RAI improves data quality and usability for AI applications.

FACOS offers a secure way to manage sensitive data using blockchain technology.

A study on the inclusion of functional assessments in the OMOP CDM.

A look into the benefits and limitations of dataset distillation in machine learning.

A new indexing technique improves database operations using GPU capabilities.

New methods improve data indexing for complex paths in databases.

Explore how AI models can improve healthcare data and patient outcomes.