Concepedia

Mapreduce-based Mining

MapReduce-Based Mining is a data mining methodology that leverages the MapReduce programming paradigm to enable scalable, distributed processing of large datasets by partitioning mining tasks into parallelizable map and reduce phases.

234

Publications

14.4K

Citations

651

Authors

296

Institutions

Publications per year

2017–2026

82

Parents

Publications

234

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

, , +13

REVIEW OF DATA PRE-PROCESSING TECHNIQUES IN DATA MINING

Karuna C Khobragade and Pankaj B Dhumane Karuna C Khobragade and Pankaj B Dhumane · International Journal of Researches in Biosciences and Agriculture Technology · 2022 · 273 citations · Full text

, , +10

Big data analytics: Computational intelligence techniques and application areas

Rahat Iqbal, Faiyaz Doctor, Brian More et al. · Technological Forecasting and Social Change · 2018 · 253 citations · Full text

, , +16

Apriori-based frequent itemset mining algorithms on MapReduce

Ming-Yen Lin, Pei‐Yu Lee, Sue-Chen Hsueh · 2012 · 232 citations

, , +14

Frequent Itemset Mining for Big Data

Sandy Moens, Emin Aksehirli, Bart Goethals · 2013 · 213 citations

, , +12

1–5 of 234

Authors

651

  1. FJ
    Fan Jiang

    University of Manitoba, Canada

    4 publications · 231 citations

    4

    h-index

  2. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    4 publications · 160 citations

    4

    h-index

  3. FH
    Francisco Herrera

    Universidad de Granada, Spain

    4 publications · 309 citations

    4

    h-index

  4. CK
    Carson K. Leung

    University of Manitoba, Canada

    4 publications · 231 citations

    4

    h-index

  5. SS
    Sudhakar Singh

    University of Allahabad, India

    4 publications · 126 citations

    4

    h-index

1–5 of 651

Institutions

296

  1. University of Manitoba

    Winnipeg, Canada

    4 h-index

    10 publications

    560 citations

  2. Renmin University of China

    Beijing, China

    4 h-index

    14 publications

    196 citations

  3. Universidad de Granada

    Granada, Spain

    4 h-index

    10 publications

    895 citations

  4. Western Norway University of Applied Sciences

    Bergen, Norway

    4 h-index

    4 publications

    160 citations

  5. China Medical University

    Taichung, Taiwan

    4 h-index

    4 publications

    160 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    993 citations

  7. University of Córdoba

    Córdoba, Spain

    4 h-index

    9 publications

    290 citations

  8. Brandon University

    Brandon, Canada

    4 h-index

    4 publications

    160 citations

1–8 of 296

Venues

  1. Journal Of Big Data

    5 publications · 156 citations

    5

    h-index

  2. Information Sciences

    3 publications · 137 citations

    3

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 164 citations

    3

    h-index

  4. Knowledge and Information Systems

    3 publications · 5.7K citations

    3

    h-index

  5. Cluster Computing

    3 publications · 77 citations

    3

    h-index

1–5