Kulakov, Andrea
Full Name
Kulakov, Andrea
Main Affiliation
Email
andrea.kulakov@finki.ukim.mk
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Subject
- 2 PROTEIN STRUCTURE, PROTEIN CLASSIFICATION, PROTEIN VOXEL-BASED DESCRIPTOR, K NEAREST NEIGHBORS, FUZZY LOGIC
- 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 Inductive Logic Programming, Reasoning by Analogy, Learning in Embodied Systems
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Type
Fulltext
Results 1-20 of 23 (Search time: 0.028 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 | Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| 4 | Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| 5 | Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| 6 | 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 | |
| 7 | 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 | |
| 8 | Feature Selection for Improved Classification of Protein Structures | Mirceva, Georgina; Ivanoska, Ilinka ; Naumoski, Andreja ; Kulakov, Andrea | May-2019 | Proceeding article | |
| 9 | 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 | |
| 10 | Inductive logic programming (ilp) and reasoning by analogy in context of embodied robot learning | Poprcova, Vesna; Stojanov, Georgi; Kulakov, Andrea | 1-Apr-2010 | Article | |
| 11 | Machine learning approach for emotion recognition in speech | Gjoreski, Martin; Gjoreski, Hristijan; Kulakov, Andrea | 2014 | Article | |
| 12 | A Novel Approach For Classifying Protein Structures Based On Fuzzy Decision Tree | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | Oct-2018 | Proceeding article | |
| 13 | 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 | |
| 14 | Probabilistic predictions of ensemble of classifiers combined with dynamically weighted majority vote | Zdravevski, Eftim ; Kulakov, Andrea ; Kalajdziski, Slobodan ; Davchev, Dancho | Feb-2011 | Proceeding article | |
| 15 | Robust histogram-based feature engineering of time series data | Zdravevski, Eftim ; Lameski, Petre ; Mingov, Riste; Kulakov, Andrea ; Gjorgjevikj, Dejan | 13-Sep-2015 | Proceeding article | |
| 16 | Row key designs of NoSQL database tables and their impact on write performance | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 17-Feb-2016 | Proceeding article | |
| 17 | Simplifying parallel implementation of algorithms on Hadoop with Pig Latin | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Filiposka, Sonja ; Trajanov, Dimitar | 2015 | Proceeding article | |
| 18 | Structure from motion obtained from low quality images in indoor environment | Dikovski, Bojan; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 2014 | Proceeding article | |
| 19 | 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 | |
| 20 | 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 |