Concepedia

Machine Learning Based Range Prediction

Machine Learning Based Range Prediction is a computational framework within range estimation that employs machine learning algorithms to model and predict distance or spatial extent from sensor or environmental data, distinguishing itself from traditional rule-based or signal-processing techniques through its reliance on data-driven learning and generalization.

14

Publications

608

Citations

51

Authors

35

Institutions

Publications per year

2017–2026

7

Parents

Publications

14

A Machine Learning Method for Predicting Driving Range of Battery Electric Vehicles

Shuai Sun, Jun Zhang, Jun Bi et al. · Journal of Advanced Transportation · 2019 · 107 citations · Full text

, , +17

Machine Learning-Based Method for Remaining Range Prediction of Electric Vehicles

Zhao Liang, Wei Yao, Yu Wang et al. · IEEE Access · 2020 · 102 citations · Full text

, , +13

Real-time range estimation in electric vehicles using fuzzy logic classifier

Süleyman Çeven, Ahmet Albayrak, Raif Bayır · Computers & Electrical Engineering · 2020 · 81 citations · Full text

, , +16

Optimized algorithms for predictive range and KNN queries on moving objects

Rui Zhang, H. V. Jagadish, Bing Tian Dai et al. · Information Systems · 2010 · 57 citations · Full text

, , +10

Residual range estimation for battery electric vehicle based on radial basis function neural network

Jun Bi, Yongxing Wang, Yang Cheng · Measurement · 2018 · 46 citations

, , +15

1–5 of 14

Authors

51

  1. YW
    Yongxing Wang

    Beijing Jiaotong University, China

    3 publications · 167 citations

    3

    h-index

  2. JB
    Jun Bi

    Beijing Jiaotong University, China

    2 publications · 60 citations

    2

    h-index

  3. PG
    Paolo Gaudiano

    Boston University, United States

    1 publications · 29 citations

    1

    h-index

  4. CL
    Chaoru Lu

    Norwegian University of Science and Technology, Norway

    1 publications · 14 citations

    1

    h-index

  5. HL
    Hongwei Li

    University of Electronic Science and Technology of China, China

    1 publications · 38 citations

    1

    h-index

1–5 of 51

Institutions

35

  1. Beijing Jiaotong University

    Beijing, China

    3 h-index

    8 publications

    487 citations

  2. China Automotive Engineering Research Institute

    Chongqing, China

    1 h-index

    1 publications

    14 citations

  3. Düzce Üniversitesi

    Düzce, Türkiye

    1 h-index

    2 publications

    162 citations

  4. Thuyloi University

    Hanoi, Vietnam

    1 h-index

    2 publications

    58 citations

  5. Vietnam National University of Agriculture

    Hanoi, Vietnam

    1 h-index

    2 publications

    58 citations

  6. Universidad Metropolitana

    San Juan, Puerto Rico

    1 h-index

    1 publications

    14 citations

  7. Buraydah Colleges

    Buraidah, Saudi Arabia

    1 h-index

    1 publications

    28 citations

  8. RIKEN Center for Biosystems Dynamics Research

    Kobe, Japan

    1 h-index

    1 publications

    28 citations

1–8 of 35

Venues

  1. Computers & Electrical Engineering

    1 publications · 81 citations

    1

    h-index

  2. Journal of Advanced Transportation

    1 publications · 107 citations

    1

    h-index

  3. Machine Learning

    1 publications · 29 citations

    1

    h-index

  4. IET Intelligent Transport Systems

    1 publications · 14 citations

    1

    h-index

  5. IEEE Access

    1 publications · 102 citations

    1

    h-index

1–5