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 acquisition, data processing, decision-making, prediction methods
- 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 Hadoop, MapReduce, HBase, Pig, parallel algorithms, distributed algorithms
- 1 Hadoop, MapReduce, information gain, parallelization, feature ranking
- 1 Image segmentation · Environment protection · Deep Learning · deep semantic segmentation
- 1 machine learning, prediction methods, pattern classification, decision-making
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Date issued
Results 1-18 of 18 (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 | DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFs | Bajrami, Merxhan; Kulakov, Andrea ; Gaissmaier, Yvonne; Lameski, Petre | Jul-2023 | Proceeding 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 | 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 | |
| 7 | Probabilistic predictions of ensemble of classifiers combined with dynamically weighted majority vote | Zdravevski, Eftim ; Kulakov, Andrea ; Kalajdziski, Slobodan ; Davchev, Dancho | Feb-2011 | Proceeding article | |
| 8 |  | Protein classification by using four approaches for extraction of the protein ray-based descriptor | Mirceva, Georgina; Kulakov, Andrea | 8-May-2020 | 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 | System for Prediction of the Winner in a Sports Game | Zdravevski, Eftim ; Kulakov, Andrea | 28-Sep-2009 | Proceeding article | |
| 14 | Towards Cleaner Environments by Automated Garbage Detection in Images | Despotovski, Aleksandar; Despotovski, Filip; Lameski, Jane; Zdravevski, Eftim ; Kulakov, Andrea ; Lameski, Petre | 24-Sep-2020 | Proceeding article | |
| 15 | 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 | |
| 16 | Weed detection dataset with RGB images taken under variable light conditions | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 18-Sep-2017 | Proceeding article | |
| 17 | Weed segmentation from grayscale tobacco seedling images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 30-Jun-2016 | Proceeding article | |
| 18 | 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 |