Concepedia

Demand Pattern Classification

Demand Pattern Classification is a method within demand forecasting systems that categorizes demand series based on their underlying temporal behavior to distinguish between distinct types of demand dynamics such as intermittent, seasonal, or erratic patterns.

47

Publications

2.7K

Citations

173

Authors

79

Institutions

Publications per year

2017–2026

26

Parents

Publications

47

On the categorization of demand patterns

Aris Syntetos, John E. Boylan, J. D. Croston · Journal of the Operational Research Society · 2004 · 417 citations · Full text

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Classification, Filtering, and Identification of Electrical Customer Load Patterns Through the Use of Self-Organizing Maps

Mario Ortiz García, C. Senabre, F.J.G. Franco · IEEE Transactions on Power Systems · 2006 · 234 citations · Full text

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Context-aware taxi demand hotspots prediction

Han wen Chang, Yu chin Tai, Jane Yung Jen Hsu · International Journal of Business Intelligence and Data Mining · 2009 · 202 citations

, , +15

Demand forecasting with color parameter in retail apparel industry using artificial neural networks (ANN) and support vector machines (SVM) methods

İlker Güven, Fuat Şimşir · Computers & Industrial Engineering · 2020 · 129 citations

, , +12

Pattern recognition algorithms for electricity load curve analysis of buildings

Ioannis P. Panapakidis, Theofilos A. Papadopoulos, Georgios C. Christoforidis et al. · Energy and Buildings · 2014 · 118 citations

, , +14

1–5 of 47

Authors

173

  1. NA
    N. A. Robinson

    1 publications · 59 citations

    1

    h-index

  2. SF
    Susana Ferreiro

    Tekniker, Spain

    1 publications · 26 citations

    1

    h-index

  3. ME
    Mohsen Eskandari

    UNSW Sydney, Australia

    1 publications · 52 citations

    1

    h-index

  4. ZX
    Zhihao Xu

    Qingdao University, China

    1 publications · 34 citations

    1

    h-index

  5. AS
    Anne-Claire Sandraz

    Eau de Paris (France), France

    1 publications · 27 citations

    1

    h-index

1–5 of 173

Institutions

79

  1. Monash University

    Melbourne, Australia

    2 h-index

    4 publications

    92 citations

  2. Universitat de Miguel Hernández d'Elx

    Elche, Spain

    2 h-index

    5 publications

    528 citations

  3. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    51 citations

  4. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    71 citations

  5. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    5 publications

    122 citations

  6. Tecnológico de Monterrey

    Monterrey, Mexico

    1 h-index

    3 publications

    57 citations

  7. Delhi Technological University

    New Delhi, India

    1 h-index

    4 publications

    364 citations

  8. Pázmány Péter Catholic University

    Budapest, Hungary

    1 h-index

    3 publications

    72 citations

1–8 of 79

Venues

  1. Energy and Buildings

    5 publications · 273 citations

    5

    h-index

  2. Energy

    4 publications · 187 citations

    4

    h-index

  3. Procedia Engineering

    2 publications · 78 citations

    2

    h-index

  4. Water Resources Management

    2 publications · 64 citations

    2

    h-index

  5. Electric Power Systems Research

    2 publications · 44 citations

    2

    h-index

1–5