Leena Heistrene

Statistics

Publications

Citations

500

H-Index

Active since

2020

Affiliations

Pandit Deendayal Energy University(Current)

Technion – Israel Institute of Technology

Tallinn University of Technology

Sami Shamoon College of Engineering

Leena Heistrene is an author at Pandit Deendayal Energy University specializing in computer science, artificial intelligence, and explainable machine learning.

Publications per year

2020–2024

Publications

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Ram Machlev, Leena Heistrene, M. Perl et al. · Energy and AI · 2022 · 454 citations · Full text

Engineering, Computer Science, Electrical Engineering +11

Explainability-based Trust Algorithm for electricity price forecasting models

Leena Heistrene, Ram Machlev, Michael Perl et al. · Energy and AI · 2023 · 17 citations · Full text

Computing, Computer Science, Data Science +17

An Improved and Explainable Electricity Price Forecasting Model via SHAP-Based Error Compensation Approach

Leena Heistrene, Juri Belikov, Dmitry Baimel et al. · IEEE Transactions on Artificial Intelligence · 2024 · 17 citations

Computing, Computer Science, Artificial Intelligence +16

Hybrid Machine Learning Model for Forecasting Solar Power Generation

Aanchit Nayak, Leena Heistrene · 2020 International Conference on Smart Grids and Energy Systems (SGES) · 2020 · 12 citations

Computing, Computer Science, Data Science +17

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