Lameski, Petre
Full Name
Lameski, Petre
Main Affiliation
Email
petre.lameski@finki.ukim.mk
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Subject
- 1 feature engineering, feature reduction, time series classification, temporal data mining
- 1 Hadoop, MapReduce, HBase, Pig, parallel algorithms, distributed algorithms
- 1 Hadoop, MapReduce, information gain, parallelization, feature ranking
- 1 Rare Events, Hydrophobic Interactions, Statistical Physics Simulations, GPU, CUDA
- 1 Weight of Evidence, WoE, dummy features, data transformation, nominal features, categorical features, heterogeneous data
Type
Fulltext
Results 1-6 of 6 (Search time: 0.012 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 1 | Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Jakimovski, Boro ; Filiposka, Sonja ; Trajanov, Dimitar | Aug-2015 | Article | |
| 2 | Parallel computation of information gain using Hadoop and MapReduce | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Filiposka, Sonja ; Trajanov, Dimitar ; Jakimovski, Boro | 13-Sep-2015 | Proceeding article | |
| 3 | Robust histogram-based feature engineering of time series data | Zdravevski, Eftim ; Lameski, Petre ; Mingov, Riste; Kulakov, Andrea ; Gjorgjevikj, Dejan | 13-Sep-2015 | Proceeding article | |
| 4 | Sampling rare events in hybrid statistical physics quantum mechanical studies of hydrophobic interactions in liquids: A gpu implementation | Lameski, Petre ; Pejov, Ljupčo; Djinevski, Leonid; Trajanov, Dimitar ; Filiposka, Sonja | 2015 | Proceeding article | |
| 5 | Simplifying parallel implementation of algorithms on Hadoop with Pig Latin | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Filiposka, Sonja ; Trajanov, Dimitar | 2015 | Proceeding article | |
| 6 | Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Kalajdziski, Slobodan | 13-Sep-2015 | Proceeding article |