Kulakov, Andrea
Full Name
Kulakov, Andrea
Main Affiliation
Email
andrea.kulakov@finki.ukim.mk
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Subject
- 1 component; Wireless Sensor and Actor Networks; Remote Data Acquisition; Control Interface
- 1 data transformation, data preprocessing, weight of evidence, information value, feature selection
- 1 dataset, weed detection, machine learning, signal processing, precision agriculture
- 1 feature engineering, feature reduction, time series classification, temporal data mining
- 1 feature engineering, feature selection, time series classification, temporal data mining, drift detection
- 1 Feature extraction, time series analysis, ambient intelligence, wearable sensors, sensor fusion, pattern recognition, data mining, data preprocessing, body sensor networks
- 1 Hadoop, MapReduce, HBase, Pig, parallel algorithms, distributed algorithms
- 1 Hadoop, MapReduce, information gain, parallelization, feature ranking
- 1 Machine learning, medical expert systems, signal processing, patient monitoring, time series analysis, pattern recognition, data preprocessing
- 1 machine learning, prediction methods, pattern classification, decision-making
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Type
Fulltext
Results 1-17 of 17 (Search time: 0.031 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 1 | Architecture for wireless sensor and actor networks control and data acquisition | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Davchev, Dancho | 27-Jun-2011 | Proceeding article | |
| 2 | Automatic feature engineering for prediction of dangerous seismic activities in coal mines | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 11-Sep-2016 | Proceeding article | |
| 3 | Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| 4 | 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 | |
| 5 | Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Gjorgjevikj, Dejan | 7-Sep-2014 | Proceeding article | |
| 6 | Improving activity recognition accuracy in ambient-assisted living systems by automated feature engineering | Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Kulakov, Andrea ; Chorbev, Ivan; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno | 21-Mar-2017 | Article | |
| 7 | 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 | |
| 8 | Probabilistic predictions of ensemble of classifiers combined with dynamically weighted majority vote | Zdravevski, Eftim ; Kulakov, Andrea ; Kalajdziski, Slobodan ; Davchev, Dancho | Feb-2011 | Proceeding article | |
| 9 | Robust histogram-based feature engineering of time series data | Zdravevski, Eftim ; Lameski, Petre ; Mingov, Riste; Kulakov, Andrea ; Gjorgjevikj, Dejan | 13-Sep-2015 | Proceeding article | |
| 10 | Row key designs of NoSQL database tables and their impact on write performance | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 17-Feb-2016 | Proceeding article | |
| 11 | Simplifying parallel implementation of algorithms on Hadoop with Pig Latin | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Filiposka, Sonja ; Trajanov, Dimitar | 2015 | Proceeding article | |
| 12 | Structure from motion obtained from low quality images in indoor environment | Dikovski, Bojan; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 2014 | Proceeding article | |
| 13 | Suppression of intensive care unit false alarms based on the arterial blood pressure signal | Lameski, Petre ; Zdravevski, Eftim ; Koceski, Saso; Kulakov, Andrea ; Trajkovikj, Vladimir | 31-Mar-2017 | Journal Article | |
| 14 | 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 | |
| 15 | Weed detection dataset with RGB images taken under variable light conditions | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 18-Sep-2017 | Proceeding article | |
| 16 | Weed segmentation from grayscale tobacco seedling images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 30-Jun-2016 | Proceeding article | |
| 17 | Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 31-Jul-2011 | Proceeding article |