Latest Articles for Data Analytics

FuelVision offers innovative fuel mapping for better wildfire management.

New method enhances soil moisture estimates for efficient irrigation.

Learn how digital twins are transforming the management of power systems.

A new app helps those with epilepsy track and manage their health effectively.

Exploring the potential of RALs in improving biomedical data analysis.

Examining how biases in EHRs affect healthcare outcomes.

AdVance improves forecasting accuracy for online advertising campaigns.

New methods improve distributed optimization without complex parameter settings.

Introducing a new method for assessing data quality in machine learning.

EdgeSync enhances video analysis accuracy and reduces latency in changing environments.

Exploring Data-Free Generative Replay to tackle image classification and data imbalance problems.

New method evaluates the trustworthiness of ML predictions automatically.

Learn how data dependencies can improve database query performance.

Using user queries to improve knowledge graphs in product catalogs.

A dataset designed to enhance radar applications and algorithm testing.

A new model improves user interest predictions for video content.

Exploring how mathematical models can track and analyze fake news dissemination.

A new approach to improve process modeling by analyzing event logs.

Examining the advancements in GPU database technology and their performance.

A new framework simplifies the creation of machine learning pipelines for digital twins.

Exploring a unified framework for effective offline decision making and its real-world applications.

GNN and RL technology enhance efficiency and adaptability in power grid operations.

Digital twins enhance decision-making for complex energy systems in the Energy Internet of Things.

A new method to assess data analytics agents for better business insights.

Improving safety and efficiency in automated vehicles through better trajectory predictions.

Data-driven techniques must protect privacy while identifying the best options.

Ensuring buyer privacy is crucial as data markets grow.

AROhI simplifies ROI evaluation for data analytics investments.

New methods improve predictions for insurance claims by addressing zero-inflation issues.

Using health data to identify children at risk for Autism Spectrum Disorder.

Generative AI is improving how data professionals write SQL queries.

This paper presents a new method for valuing data focused on user preferences.

A machine learning approach to estimate customer numbers in dynamic environments.

A new approach enhances understanding of supply chains and predicts future transactions.

A new model improves legal case retrieval and outcome predictions.

A new system enhances predictions of nearby vehicle movements for self-driving cars.

A new model enhances student learning assessment through dynamic knowledge tracking.

A fresh approach to studying complex socioeconomic systems using machine learning and traditional models.

This paper explores Decision-Focused Learning for better action cost predictions in automated planning.

A user-focused method to predict video watch time for better recommendations.