Mengjie Han

About Mengjie Han

Mengjie Han, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Högskolan Dalarna, specializes in the field of statistics, urban energy modeling, transport, data science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Solving dynamic multi-objective optimization problems via quantifying intensity of environment changes and ensemble learning-based prediction strategies

PML-ED: A method of partial multi-label learning by using encoder-decoder framework and exploring label correlation

Perspectives of Machine Learning and Natural Language Processing on Characterizing Positive Energy Districts

Testing feasibility of using a hidden Markov model on predicting human mobility based on GPS tracking data

Review of natural language processing techniques for characterizing positive energy districts

An integrated group decision-making method for the evaluation of hypertension follow-up systems using interval-valued q-rung orthopair fuzzy sets

Generating hourly electricity demand data for large-scale single-family buildings by a decomposition-recombination method

Interval-valued q-rung orthopair fuzzy Weber operator and its group decision-making application

Mengjie Han Information

University

Position

___

Citations(all)

1935

Citations(since 2020)

1796

Cited By

672

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

24

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Mengjie Han Skills & Research Interests

statistics

urban energy modeling

transport

data science

Top articles of Mengjie Han

Solving dynamic multi-objective optimization problems via quantifying intensity of environment changes and ensemble learning-based prediction strategies

2019/6/10

PML-ED: A method of partial multi-label learning by using encoder-decoder framework and exploring label correlation

Information Sciences

2024/3/1

Mengjie Han
Mengjie Han

H-Index: 10

Hongjian Tang
Hongjian Tang

H-Index: 7

Perspectives of Machine Learning and Natural Language Processing on Characterizing Positive Energy Districts

2024/1/30

Testing feasibility of using a hidden Markov model on predicting human mobility based on GPS tracking data

Transportmetrica B: Transport Dynamics

2024/12/31

Review of natural language processing techniques for characterizing positive energy districts

Journal of Physics: Conference Series

2023/11/1

Mengjie Han
Mengjie Han

H-Index: 10

Xingxing Zhang
Xingxing Zhang

H-Index: 25

An integrated group decision-making method for the evaluation of hypertension follow-up systems using interval-valued q-rung orthopair fuzzy sets

Complex & Intelligent Systems

2023/8

Mengjie Han
Mengjie Han

H-Index: 10

Generating hourly electricity demand data for large-scale single-family buildings by a decomposition-recombination method

Energy and Built Environment

2023/8/1

Interval-valued q-rung orthopair fuzzy Weber operator and its group decision-making application

2023/6/12

Mengjie Han
Mengjie Han

H-Index: 10

ChatGPT for fast learning of positive Energy District (PED): A trial testing and comparison with expert discussion results

Buildings

2023/5/27

Xingxing Zhang
Xingxing Zhang

H-Index: 25

Mengjie Han
Mengjie Han

H-Index: 10

A multi-objective chicken swarm optimization algorithm based on dual external archive with various elites

Applied Soft Computing

2023/1/1

Mengjie Han
Mengjie Han

H-Index: 10

Investigation of electric vehicle smart charging characteristics on the power regulation performance in solar powered building communities and battery degradation in Sweden

Journal of Energy Storage

2022/12/1

Autoregressive count data modeling on mobility patterns to predict cases of COVID-19 infection

Stochastic environmental research and risk assessment

2022/12

Jing Zhao
Jing Zhao

H-Index: 3

Mengjie Han
Mengjie Han

H-Index: 10

Characterization and optimization of energy sharing performances in energy-sharing communities in Sweden, Canada and Germany

Applied Energy

2022/11/15

Quality Metrics for Software Development Management and Decision Making: An Analysis of Attitudes and Decisions

2022/11/14

Yves Rybarczyk
Yves Rybarczyk

H-Index: 13

Mengjie Han
Mengjie Han

H-Index: 10

Weighted average LINMAP group decision-making method based on q-rung orthopair triangular fuzzy numbers

Granular Computing

2022/7

Mengjie Han
Mengjie Han

H-Index: 10

Analysis And Performance Mapping Of “Component To System” For A Parabolic Trough Collector Applied To Process Heating Applications

2022

Mengjie Han
Mengjie Han

H-Index: 10

Using Genetic Algorithm to Control Ventilation Systems Based on Demand in a Single-Family House in Sweden

2022/1/1

Reinforcement Learning Methodologies for Controlling Occupant Comfort in Buildings

2021/9/12

Yuan Jin, Da Yan, Xingxing Zhang

Data-driven Analytics for Sustainable Buildings and Cities: From Theory to Application

2021/9/11

Mengjie Han
Mengjie Han

H-Index: 10

Occupant behavior modeling methods for resilient building design, operation and policy at urban scale: A review

2021/7/1

See List of Professors in Mengjie Han University(Högskolan Dalarna)

Co-Authors

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