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 mining; relational learning; propositionalization; machine learning; deep learning
- 1 data transformation, data preprocessing, weight of evidence, information value, feature selection
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Date issued
Type
Fulltext
Results 1-20 of 40 (Search time: 0.018 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 | Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning | Stanoev, Boris; Mitrov, Goran; Kulakov, Andrea ; Mirceva, Georgina ; Lameski, Petre ; Zdravevski, Eftim | 1-Apr-2024 | Journal Article | |
| 5 | Classification of Protein Structures by Making Fuzzy-Rough Feature Selection | Mirceva, Georgina ; Naumoski, Andreja ; Kulakov, Andrea | 22-Oct-2020 | Proceeding article | |
| 6 | Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| 7 | Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| 8 | Classification of Protein Structures Using Deep Learning Models | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 23-May-2022 | Proceeding article | |
| 9 | Classification of Protein Structures Using Deep Learning Models | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 23-May-2022 | Proceeding article | |
| 10 | Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods | Mirceva, Georgina ; Naumoski, Andreja ; Kulakov, Andrea | 28-Sep-2020 | Proceeding article | |
| 11 | Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| 12 | Distributed algorithm for a mobile wireless sensor network for optimal coverage of non-stationary signals | Kulakov, Andrea ; Davchev, Dancho | Apr-2005 | Article | |
| 13 | DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFs | Bajrami, Merxhan; Kulakov, Andrea ; Gaissmaier, Yvonne; Lameski, Petre | Jul-2023 | Proceeding article | |
| 14 | 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 | |
| 15 | 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 | |
| 16 | Feature Selection for Improved Classification of Protein Structures | Mirceva, Georgina; Ivanoska, Ilinka ; Naumoski, Andreja ; Kulakov, Andrea | May-2019 | Proceeding article | |
| 17 | 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 | |
| 18 | Inductive logic programming (ilp) and reasoning by analogy in context of embodied robot learning | Poprcova, Vesna; Stojanov, Georgi; Kulakov, Andrea | 1-Apr-2010 | Article | |
| 19 | Intelligent data aggregation in sensor networks using artificial neural-networks algorithms | Kulakov, Andrea ; Davchev, Dancho | 2005 | Article | |
| 20 | Interactivism in artificial intelligence (AI) and intelligent robotics | Stojanov, Georgi; Trajkovski, Goran; Kulakov, Andrea | 1-Aug-2006 | Article |