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Harri Niska

University of Eastern Finland

H指数:14

被引数:2,011

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Feature-Based Population Initialization for Evolutionary Optimization of Machine Learning Models in Short-Term Solar Power Forecasting

基于特征的人群初始化方法用于短期太阳能功率预测中机器学习模型的进化优化

IF1.9

2026-04-080

PRE

A Novel Multi-Objective Hybrid Evolutionary-Based Approach for Tuning Machine Learning Models in Short-Term Power Consumption Forecasting

IF5

2024-11-190

OA

Evaluating neural network models in site-specific solar PV forecasting using numerical weather prediction data and weather observations

使用数值天气预报数据和天气观测评估特定地点太阳能光伏预报中的神经网络模型

RENEWABLE ENERGY

IF9.1

2023-05-0128

OA

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience

IF3.6

2021-01-017

OA

Data analytics approach to create waste generation profiles for waste management and collection

WASTE MANAGEMENT

IF7.1

2018-07-0137

PREAI

Retrieval of aerosol optical depth from surface solar radiation measurements using machine learning algorithms, non-linear regression and a radiative transfer-based look-up table

使用机器学习算法，非线性回归和基于辐射传递的查找表从表面太阳辐射测量中检索气溶胶光学深度

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2016-07-0732

OAAI

Geodemographic analysis and estimation of early plug-in hybrid electric vehicle adoption

IF11

2013-07-0158

PREAI

A regional model for sustainable biogas electricity production: A case study from a Finnish province

IF11

2013-02-0134

PREAI

Data-based method for creating electricity use load profiles using large amount of customer-specific hourly measured electricity use data

IF11

2010-11-01162

PREAI

Neural Networks for the Prediction of Species-Specific Plot Volumes Using Airborne Laser Scanning and Aerial Photographs

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2010-03-0146

PREAI

Improved route planning and scheduling of waste collection and transport

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2006-02-01202

PREAI