Suhel Hammoud

Data imbalance in classification: Experimental evaluation

Fadi Thabtah, Suhel Hammoud, Firuz Kamalov et al. · Information Sciences · 2019 · 791 citations

Data Classification, Engineering, Machine Learning +11

MRSim: A discrete event based MapReduce simulator

Suhel Hammoud, Maozhen Li, Yang Liu et al. · 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery · 2010 · 86 citations

Cluster Computing, Engineering, Computer Architecture +18

Least Loss: A simplified filter method for feature selection

Fadi Thabtah, Firuz Kamalov, Suhel Hammoud et al. · Information Sciences · 2020 · 77 citations

Image Analysis, Machine Learning, Data Science +6

A MapReduce-based distributed SVM algorithm for automatic image annotation

Nasullah Khalid Alham, Maozhen Li, Yang Liu et al. · Computers & Mathematics with Applications · 2011 · 69 citations

Data Annotation, Image Analysis, Machine Learning +10

HSim: A MapReduce simulator in enabling Cloud Computing

Yang Liu, Maozhen Li, Nasullah Khalid Alham et al. · Future Generation Computer Systems · 2011 · 69 citations

Cluster Computing, Engineering, Cloud Computing +8