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 - Adaptive Resonance Theory - Art-Based Fuzzy Classifiers - Fuzzy Adaptive Resonance Theory
- 1 Adaptive Resonance Theory
- 1 Art-Based Fuzzy Classifiers
- 1 component; Wireless Sensor and Actor Networks; Remote Data Acquisition; Control Interface
- 1 computational methods and numerics, smart mems and sensor systems, neural networks, data robustness
- 1 computer vision, machine learning, HOG, SVM, color space, vehicle detection, autonomous vehicles
- 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
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Date issued
Type
Results 1-20 of 32 (Search time: 0.078 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 1 | 2.2. 4 Applications of Deep Learning Based Semantic Segmentation of Images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Chorbev, Ivan; Trajkovikj, Vladimir | 2022 | Article | |
| 2 | Architecture for wireless sensor and actor networks control and data acquisition | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Davchev, Dancho | 27-Jun-2011 | Proceeding article | |
| 3 | Automatic feature engineering for prediction of dangerous seismic activities in coal mines | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 11-Sep-2016 | Proceeding 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 | Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| 6 | Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| 7 | Distributed algorithm for a mobile wireless sensor network for optimal coverage of non-stationary signals | Kulakov, Andrea ; Davchev, Dancho | Apr-2005 | Article | |
| 8 | DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFs | Bajrami, Merxhan; Kulakov, Andrea ; Gaissmaier, Yvonne; Lameski, Petre | Jul-2023 | Proceeding article | |
| 9 | 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 | |
| 10 | 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 | |
| 11 | 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 | |
| 12 | Inductive logic programming (ilp) and reasoning by analogy in context of embodied robot learning | Poprcova, Vesna; Stojanov, Georgi; Kulakov, Andrea | 1-Apr-2010 | Article | |
| 13 | Intelligent data aggregation in sensor networks using artificial neural-networks algorithms | Kulakov, Andrea ; Davchev, Dancho | 2005 | Article | |
| 14 | Interactivism in artificial intelligence (AI) and intelligent robotics | Stojanov, Georgi; Trajkovski, Goran; Kulakov, Andrea | 1-Aug-2006 | Article | |
| 15 | Machine learning approach for emotion recognition in speech | Gjoreski, Martin; Gjoreski, Hristijan; Kulakov, Andrea | 2014 | Article | |
| 16 | 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 | |
| 17 | Probabilistic predictions of ensemble of classifiers combined with dynamically weighted majority vote | Zdravevski, Eftim ; Kulakov, Andrea ; Kalajdziski, Slobodan ; Davchev, Dancho | Feb-2011 | Proceeding article | |
| 18 |  | Protein classification by using four approaches for extraction of the protein ray-based descriptor | Mirceva, Georgina; Kulakov, Andrea | 8-May-2020 | Proceeding article |
| 19 | Robust histogram-based feature engineering of time series data | Zdravevski, Eftim ; Lameski, Petre ; Mingov, Riste; Kulakov, Andrea ; Gjorgjevikj, Dejan | 13-Sep-2015 | Proceeding article | |
| 20 | THE ROLE OF ARTIFICIAL NEURAL NETWORKS IN DETECTION OF PULMONARY FUNCTIONAL ABNORMALITIES | Mirceska, Aneta; Kulakov, Andrea ; Saso Stoleski | 2009 | Article |