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Alireza Haghighat Mamaghani

Concordia University

Canada

  • Concordia University

SCHOLARLY PAPERS

2

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64

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Scholarly Papers (2)

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1.

Data Reproduction in Smart Buildings Utilizing Data Reproduction in Smart Buildings Utilizing Optimized Machine Learning-Based Pipelines with Sliding-Window Training Scheme

Number of pages: 32 Posted: 29 Mar 2023
Demetrios N. Papadopoulos, Farzad Dadras Javan, Behzad Najafi, Alireza Haghighat Mamaghani and Fabio Rinaldi
University of Freiburg, Polytechnic of Milan, Department of Energy, Politecnico di Milano, Concordia University and Polytechnic University of Milan
Downloads 32 (1,290,922)

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Smart building, Data recreation, indoor environments, Machine learning pipeline optimization, Sliding window-based training

2.

Machine Learning Based Estimation of Buildings’ Characteristics Employing Electrical and Chilled Water Consumption Data: Pipeline Optimization

Number of pages: 38 Posted: 09 Mar 2023
Farhang Raymand, Behzad Najafi, Alireza Haghighat Mamaghani, Amin Moazami and Fabio Rinaldi
Polytechnic of Milan, Department of Energy, Politecnico di Milano, Concordia University, Norwegian University of Science and Technology (NTNU) and Polytechnic University of Milan
Downloads 32 (1,290,922)

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Smart Meter, Commercial Buildings Classification, machine learning, Feature Extraction, Feature Selection, Pipeline Optimization