Cover Image

VeML: An End-to-End Machine Learning Lifecycle for Large-scale and High-dimensional Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Le, Van-Duc, Bui, Tien-Cuong, Li, Wen-Syan
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Databases Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data
by: Lai, Longbin, et al.
Published: (2025)

From Data to Decision: Data-Centric Infrastructure for Reproducible ML in Collaborative eScience
by: Li, Zhiwei, et al.
Published: (2025)

Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models
by: Li, Zhiwei, et al.
Published: (2024)

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities
by: Li, Harry, et al.
Published: (2023)

Humboldt: Metadata-Driven Extensible Data Discovery
by: Bäuerle, Alex, et al.
Published: (2024)

A Decade of Systems for Human Data Interaction
by: Wu, Eugene, et al.
Published: (2025)

Steering Semantic Data Processing With DocWrangler
by: Shankar, Shreya, et al.
Published: (2025)

The Human Factor in Data Cleaning: Exploring Preferences and Biases
by: AbdElazim, Hazim, et al.
Published: (2026)

Buckaroo: A Direct Manipulation Visual Data Wrangler
by: Warner, Annabelle, et al.
Published: (2025)

Towards Scalable Visual Data Wrangling via Direct Manipulation
by: Rezig, El Kindi, et al.
Published: (2025)

Mosaic Selections: Managing and Optimizing User Selections for Scalable Data Visualization Systems
by: Heer, Jeffrey, et al.
Published: (2025)

Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data
by: Matrosova, Kristina, et al.
Published: (2024)

WearableMil: An End-to-End Framework for Military Activity Recognition and Performance Monitoring
by: Gahtan, Barak, et al.
Published: (2024)

TempoQL: A Readable, Precise, and Portable Query System for Electronic Health Record Data
by: Ma, Ziyong, et al.
Published: (2025)

Bias-Aware Mislabeling Detection via Decoupled Confident Learning
by: Li, Yunyi, et al.
Published: (2025)

AR-PPF: Advanced Resolution-Based Pixel Preemption Data Filtering for Efficient Time-Series Data Analysis
by: Kim, Taewoong, et al.
Published: (2024)

TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models
by: Zhu, Jun-Peng, et al.
Published: (2026)

Towards End-to-End Open Conversational Machine Reading
by: Zhou, Sizhe, et al.
Published: (2022)

Scaling Text2SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers
by: Hoang, Thanh Dat, et al.
Published: (2025)

From Commands to Prompts: LLM-based Semantic File System for AIOS
by: Shi, Zeru, et al.
Published: (2024)

Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives
by: Rosenblatt, Lucas, et al.
Published: (2024)

A Formalism and Library for Database Visualization
by: Wu, Eugene, et al.
Published: (2025)

What-if Analysis for Business Professionals: Current Practices and Future Opportunities
by: Gathani, Sneha, et al.
Published: (2022)

DBenVis: A Visual Analytics System for Comparing DBMS Performance via Benchmark Programs
by: Choi, Yoojin, et al.
Published: (2024)

Evaluating Idle Animation Believability: a User Perspective
by: Landa, Eneko Atxa, et al.
Published: (2025)

Database Theory + X: Database Visualization
by: Wu, Eugene
Published: (2024)

Conceptual Modeling: Topics, Themes, and Technology Trends
by: Storey, V. C., et al.
Published: (2025)

HapticMatch: An Exploration for Generative Material Haptic Simulation and Interaction
by: Zhang, Mingxin, et al.
Published: (2026)

Knowledge Acquisition and Integration with Expert-in-the-loop
by: Rahman, Sajjadur, et al.
Published: (2024)

Natural Language Interfaces for Databases: What Do Users Think?
by: Ipeirotis, Panos, et al.
Published: (2025)

Jovis: A Visualization Tool for PostgreSQL Query Optimizer
by: Choi, Yoojin, et al.
Published: (2024)

Perception-aware Sampling for Scatterplot Visualizations
by: Moumoulidou, Zafeiria, et al.
Published: (2025)

Innovation Resistance Theory in Action: Unveiling Barriers to Open Government Data Adoption by Public Organizations to Unlock Open Data Innovation
by: Nikiforova, Anastasija, et al.
Published: (2024)

Integrating Semantic Communication and Human Decision-Making into an End-to-End Sensing-Decision Framework
by: Beck, Edgar, et al.
Published: (2024)

MaRDMO: Future Gateway to FAIR Mathematical Data
by: Reidelbach, Marco
Published: (2025)

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models
by: Pourreza, Mohammadreza, et al.
Published: (2024)

An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
by: Zheng, Ziyang, et al.
Published: (2024)

Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation
by: Tian, Yuan, et al.
Published: (2025)

Enhancing End-to-End Autonomous Driving Systems Through Synchronized Human Behavior Data
by: Duan, Yiqun, et al.
Published: (2024)

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder
by: Pourreza, Mohammadreza, et al.
Published: (2024)