A random forest guided tour

• Thermal kinetics of biochar-ethylene vinyl acetate for waste-to-energy: Particle swarm optimization, cloud computing, and artificial intelligence

  2026 Fuel article Materials Science Thermal and Kinetic Analysis

  1

  citations
• A survey of features used for representing black-box single-objective continuous optimization

  2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  4

  citations
• Influence of quality features, disturbances, sensor data, and measurement time on quality prediction for ultrasonic metal welding

  2025 Welding in the World article Engineering Advanced Welding Techniques Analysis Open access

  8

  citations
• Understanding overfitting in random forest for probability estimation: a visualization and simulation study

  2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access

  149

  citations
• Advancing urban electric vehicle charging stations: AI-driven day-ahead optimization of pricing and Nudge strategies utilizing multi-agent deep reinforcement learning

  2024 eTransportation article Engineering Electric Vehicles and Infrastructure

  35

  citations
• Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks

  2024 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  6

  citations
• A novel ensemble artificial intelligence approach for coronary artery disease prediction

  2024 International Journal of Intelligent Computing and Cybernetics article Health Professions Artificial Intelligence in Healthcare

  2

  citations
• Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing

  2023 Computers in Industry article Engineering Additive Manufacturing Materials and Processes

  23

  citations
• Day-Ahead Optimization of Pricing and Nudge Strategies for Urban Public Charging Stations Based on Multi-Agent Deep Reinforcement Learning

  2023 SSRN Electronic Journal preprint Engineering Electric Vehicles and Infrastructure Open access

  0

  citations
• A general tree-based machine learning accelerator with memristive analog CAM

  2022 IEEE International Symposium on Circuits and Systems proceedings conference-paper Engineering Advanced Memory and Neural Computing

  4

  citations
• Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data

  2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access

  11

  citations
• Tree-based machine learning performed in-memory with memristive analog CAM

  2021 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 5 patents

  2

  citations
• Posterior concentration for Bayesian regression trees and forests

  2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

  72

  citations

13 results