Mengjie Han

Mengjie Han

Högskolan Dalarna

H-index: 17

Europe-Sweden

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:

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

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

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

Högskolan Dalarna

Google Scholar

View Google Scholar Profile

Mengjie Han Skills & Research Interests

statistics

urban energy modeling

transport

data science

Top articles of Mengjie Han

Title

Journal

Author(s)

Publication Date

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

Transportmetrica B: Transport Dynamics

Paria Sadeghian

Mengjie Han

Johan Håkansson

Mia Xiaoyun Zhao

2024/12/31

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

HU Weizhen

Min Jiang

Xing Gao

Kay Chen Tan

Yiu-ming Cheung

2019/6/10

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

Information Sciences

Zhenwu Wang

Fanghan Liu

Mengjie Han

Hongjian Tang

Benting Wan

2024/3/1

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

Mengjie Han

Ilkim Canli

Juveria Shah

Xingxing Zhang

Ipek Gursel Dino

...

2024/1/30

Review of natural language processing techniques for characterizing positive energy districts

Journal of Physics: Conference Series

Mengjie Han

Juveria Shah

Xingxing Zhang

2023/11/1

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

Benting Wan

Zhaopeng Hu

Harish Garg

Youyu Cheng

Mengjie Han

2023/8

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

Energy and Built Environment

Mengjie Han

Fatemeh Johari

Pei Huang

Xingxing Zhang

2023/8/1

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

Bengting Wan

Zhuocheng Wu

Mengjie Han

MingJun Wan

2023/6/12

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

Buildings

Xingxing Zhang

Juveria Shah

Mengjie Han

2023/5/27

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

Applied Soft Computing

Zhenwu Wang

Wenteng Zhang

Yinan Guo

Mengjie Han

Benting Wan

...

2023/1/1

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

Juveria Shah

Puneet Saini

Mengjie Han

2022

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

Pei Huang

Ran Tu

Xingxing Zhang

Mengjie Han

Yongjun Sun

...

2022/12/1

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

Mengjie Han

Yurong Zhu

William W Song

Xingxing Zhang

Jingchun Shen

...

2022/1/1

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

Stochastic environmental research and risk assessment

Jing Zhao

Mengjie Han

Zhenwu Wang

Benting Wan

2022/12

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

Applied Energy

Pei Huang

Mengjie Han

Xingxing Zhang

Syed Asad Hussain

Rohit Jayprakash Bhagat

...

2022/11/15

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

Hannes Salin

Yves Rybarczyk

Mengjie Han

Roger G Nyberg

2022/11/14

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

Granular Computing

Benting Wan

Ruyi Lu

Mengjie Han

2022/7

Development of an Adaptation Table to Enhance the Accuracy of the Predicted Mean Vote Model

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

Yu Li

Yacine Rezgui

Annie Guerriero

Xingxing Zhang

Mengjie Han

...

2021

Digital twin for accelerating sustainability in positive energy district: A review of simulation tools and applications

Xingxing Zhang

Jingchun Shen

Puneet Kumar Saini

Marco Lovati

Mengjie Han

...

2021/6/21

Digital Mapping of Spatial Energy Use for Buildings in City

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

Samer Quintana

Pei Huang

Mengjie Han

Xingxing Zhang

2021

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

Co-Authors

H-index: 42
Xingxing ZHANG

Xingxing ZHANG

Högskolan Dalarna

H-index: 24
Kenneth Carling

Kenneth Carling

Högskolan Dalarna

H-index: 16
Johan Håkansson

Johan Håkansson

Högskolan Dalarna

academic-engine