A Survey of Deep Active Learning

• Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers

  2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

  0

  citations
• Active Learning with Alternating Acquisition Functions: Balancing the Exploration-Exploitation Dilemma

  2024 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

  1

  citations
• Artificial intelligence and design of experiments for resource adequacy assessment in power systems

  2024 Energy Strategy Reviews article Engineering Power System Reliability and Maintenance Open access

  8

  citations
• Scoping Review of Active Learning Strategies and Their Evaluation Environments for Entity Recognition Tasks

  2024 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access

  1

  citations
• FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering

  2023 Expert Systems with Applications article Computer Science Machine Learning and Algorithms Open access

  6

  citations
• Data-Centric Green Artificial Intelligence: A Survey

  2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

  75

  citations
• Generating Synthetic Data Using a Knowledge-based Framework for Autonomous Productions

  2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Computer Science Reinforcement Learning in Robotics

  4

  citations
• ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP

  2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access

  1

  citations

8 results