D2TS: a dual diversity tree selection approach to pruning of random forests

Hani Ragab Hassen; Yassin Zain Alabdeen; Mohamed Medhat Gaber; Megha Sharma

doi:10.1007/s13042-022-01644-1

D2TS: a dual diversity tree selection approach to pruning of random forests

Hani Ragab Hassen^*, Yassin Zain Alabdeen, Mohamed Medhat Gaber, Megha Sharma

^*Corresponding author for this work

Heriot-Watt University

Research output: Contribution to journal › Article › peer-review

2 Citations (SciVal)

Original language	English
Journal	International Journal of Machine Learning and Cybernetics
DOIs	https://doi.org/10.1007/s13042-022-01644-1
Publication status	Published (VoR) - 15 Sept 2022

Keywords

DBSCAN
Pruning
Random forests
Similarity scores

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10.1007/s13042-022-01644-1

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title = "D2TS: a dual diversity tree selection approach to pruning of random forests",

keywords = "DBSCAN, Pruning, Random forests, Similarity scores",

author = "{Ragab Hassen}, Hani and Alabdeen, {Yassin Zain} and Gaber, {Mohamed Medhat} and Megha Sharma",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s).",

year = "2022",

month = sep,

day = "15",

doi = "10.1007/s13042-022-01644-1",

language = "English",

journal = "International Journal of Machine Learning and Cybernetics",

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TY - JOUR

T1 - D2TS

T2 - a dual diversity tree selection approach to pruning of random forests

AU - Ragab Hassen, Hani

AU - Alabdeen, Yassin Zain

AU - Gaber, Mohamed Medhat

AU - Sharma, Megha

PY - 2022/9/15

Y1 - 2022/9/15

KW - DBSCAN

KW - Pruning

KW - Random forests

KW - Similarity scores

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U2 - 10.1007/s13042-022-01644-1

DO - 10.1007/s13042-022-01644-1

M3 - Article

AN - SCOPUS:85138090681

SN - 1868-8071

JO - International Journal of Machine Learning and Cybernetics

JF - International Journal of Machine Learning and Cybernetics

ER -

D2TS: a dual diversity tree selection approach to pruning of random forests

Keywords

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