Concepedia

Tomasz Ząbkowski

TZ

24

Publications

703

Citations

16

H-Index

2012

Active since

Affiliations

Warsaw University of Life Sciences(Current)

Polish Academy of Sciences

Warsaw University of Technology

Tomasz Ząbkowski is an author at Warsaw University of Life Sciences specializing in engineering, data science, and predictive analytics.

Top concepts

EngineeringData ScienceSmart GridMachine LearningPattern RecognitionPredictive AnalyticsData MiningStatisticsEnergy ManagementKnowledge Discovery

Publications per year

2012–2021

24

Publications

24

Short Term Electricity Forecasting Using Individual Smart Meter Data

Krzysztof Gajowniczek, Tomasz Ząbkowski · Procedia Computer Science · 2014 · 107 citations · Full text

Engineering, Data Science, Smart Grid +12

Electricity forecasting on the individual household level enhanced based on activity patterns

Krzysztof Gajowniczek, Tomasz Ząbkowski · PLoS ONE · 2017 · 95 citations · Full text

Engineering, Different Forecasting Algorithms, Energy Monitoring +18

Data Mining Techniques for Detecting Household Characteristics Based on Smart Meter Data

Krzysztof Gajowniczek, Tomasz Ząbkowski · Energies · 2015 · 72 citations · Full text

Engineering, Machine Learning, Smart City +20

Two-Stage Electricity Demand Modeling Using Machine Learning Algorithms

Krzysztof Gajowniczek, Tomasz Ząbkowski · Energies · 2017 · 44 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

Weighted Random Forests to Improve Arrhythmia Classification

Krzysztof Gajowniczek, Iga Grzegorczyk, Tomasz Ząbkowski et al. · Electronics · 2020 · 39 citations · Full text

Engineering, Machine Learning, Diagnosis +20

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