Browsing by Author Kulakov, Andrea
Showing results 1 to 64 of 64
| Preview | Title | Author(s) | Issue Date | Type |
|---|---|---|---|---|
| 2.2. 4 Applications of Deep Learning Based Semantic Segmentation of Images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Chorbev, Ivan; Trajkovikj, Vladimir | 2022 | Article | |
| Application of bci technology for color prediction using brainwaves | Angelovski, Martin; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | Sep-2012 | Proceedings | |
| Application of wavelet neural-networks in wireless sensor networks | Kulakov, Andrea ; Davchev, Dancho ; Trajkovski, Goran | 23-May-2005 | Proceedings | |
| Architecture for wireless sensor and actor networks control and data acquisition | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Davchev, Dancho | 27-Jun-2011 | Proceeding article | |
| Automatic feature engineering for prediction of dangerous seismic activities in coal mines | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 11-Sep-2016 | Proceeding article | |
| 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 | |
| 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 | ||
| Classification of Protein Structures by Making Fuzzy-Rough Feature Selection | Mirceva, Georgina ; Naumoski, Andreja ; Kulakov, Andrea | 22-Oct-2020 | Proceeding article | |
| Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| Classification of protein structures by using fuzzy KNN classifier and protein voxel-based descriptor | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 2018 | Journal Article | |
| Classification of Protein Structures Using Deep Learning Models | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 23-May-2022 | Proceeding article | |
| Classification of Protein Structures Using Deep Learning Models | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | 23-May-2022 | Proceeding article | |
| 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 | |
| Cloud based Data Acquisition and Annotation Architecture for Weed Control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | Apr-2018 | Proceedings | |
| Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| Differences in cognitive ability assessment results between Millennial and Generation Z cohorts | Pesovski, Ivica; Kulakov, Andrea ; Trajkovikj, Vladimir | 2022 | Proceedings | |
| Distributed algorithm for a mobile wireless sensor network for optimal coverage of non-stationary signals | Kulakov, Andrea ; Davchev, Dancho | Apr-2005 | Article | |
| Distributed data processing in wireless sensor networks based on artificial neural-networks algorithms | Kulakov, Andrea ; Davchev, Dancho | 27-Jun-2005 | Proceedings | |
| DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFs | Bajrami, Merxhan; Kulakov, Andrea ; Gaissmaier, Yvonne; Lameski, Petre | Jul-2023 | Proceeding article | |
| 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 | |
| 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 | |
| Feature Selection for Improved Classification of Protein Structures | Mirceva, Georgina; Ivanoska, Ilinka ; Naumoski, Andreja ; Kulakov, Andrea | May-2019 | Proceeding article | |
| Fuzzy pattern trees for predicting the protein binding sites | Mirceva, Georgina; Kulakov, Andrea | 2012 | Proceedings | |
| HCI for m-Learning in Image Processing by Handhelds | Davchev, Dancho ; Arsic, Marjan; Ilievski, Dalibor; Kulakov, Andrea | 22-Jul-2007 | Proceedings | |
| 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 | 2017 | ||
| 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 | |
| Inductive logic programming (ilp) and reasoning by analogy in context of embodied robot learning | Poprcova, Vesna; Stojanov, Georgi; Kulakov, Andrea | 1-Apr-2010 | Article | |
| Intelligent data aggregation in sensor networks using artificial neural-networks algorithms | Kulakov, Andrea ; Davchev, Dancho | 2005 | Article | |
| Intelligent wireless sensor networks using fuzzyart neural-networks | Kulakov, Andrea ; Davchev, Dancho | 1-Jul-2007 | Proceedings | |
| Interactivism in artificial intelligence (AI) and intelligent robotics | Stojanov, Georgi; Trajkovski, Goran; Kulakov, Andrea | 1-Aug-2006 | Article | |
| Machine learning approach for emotion recognition in speech | Gjoreski, Martin; Gjoreski, Hristijan; Kulakov, Andrea | 2014 | Article | |
| Modified growing neural gas algorithm for faster convergence on signal distribution sudden change | Gancev, Stojancho; Kulakov, Andrea | 29-Oct-2009 | Proceedings | |
| A Novel Approach For Classifying Protein Structures Based On Fuzzy Decision Tree | Mirceva, Georgina; Naumoski, Andreja ; Kulakov, Andrea | Oct-2018 | Proceeding article | |
| On curiosity in intelligent robotic systems | Stojanov, Georgi; Kulakov, Andrea | 2006 | Proceedings | |
| 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 | |
| Performance comparison of random forests and extremely randomized trees | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Trajkovikj, Vladmir | Apr-2016 | Proceedings | |
| Plant images classification based on the angles between the leaf shape-contour points | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Gjorgjevikj, Dejan | 2015 | Proceedings | |
| Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms | Lameski, Petre ; Kulakov, Andrea | 28-Sep-2009 | Proceedings | |
| Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms | Lameski, Petre ; Kulakov, Andrea | 28-Sep-2009 | Proceedings | |
| Probabilistic predictions of ensemble of classifiers combined with dynamically weighted majority vote | Zdravevski, Eftim ; Kulakov, Andrea ; Kalajdziski, Slobodan ; Davchev, Dancho | Feb-2011 | Proceeding article | |
| Protein Binding Sites Prediction Using Ensembles | Mirceva, Georgina; Kulakov, Andrea | 2013 | Proceedings | |
 | Protein classification by using four approaches for extraction of the protein ray-based descriptor | Mirceva, Georgina; Kulakov, Andrea | 8-May-2020 | Proceeding article |
| Protein classification by using four approaches for extraction of the protein ray-based descriptor | Mirceva, Georgina; Kulakov, Andrea | 8-May-2020 | Proceedings | |
| Protein classification by using four approaches for extraction of the protein ray-based descriptor | Mirceva, Georgina; Kulakov, Andrea | 2020 | Proceeding article | |
| Robust histogram-based feature engineering of time series data | Zdravevski, Eftim ; Lameski, Petre ; Mingov, Riste; Kulakov, Andrea ; Gjorgjevikj, Dejan | 13-Sep-2015 | Proceeding article | |
| THE ROLE OF ARTIFICIAL NEURAL NETWORKS IN DETECTION OF PULMONARY FUNCTIONAL ABNORMALITIES | Mirceska, Aneta; Kulakov, Andrea ; Saso Stoleski | 2009 | Article | |
| Row key designs of NoSQL database tables and their impact on write performance | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 17-Feb-2016 | Proceeding article | |
| A short review of the environmental impact of automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 2017 | Proceedings | |
| Simplifying parallel implementation of algorithms on Hadoop with Pig Latin | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Filiposka, Sonja ; Trajanov, Dimitar | 2015 | Proceeding article | |
| Single exponential smoothing method and neural network in one method for time series prediction | Risteski, Dimce; Kulakov, Andrea ; Davchev, Dancho | 1-Dec-2004 | Proceedings | |
| Structure from motion obtained from low quality images in indoor environment | Dikovski, Bojan; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 2014 | Proceeding article | |
| 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 | |
| System for Prediction of the Winner in a Sports Game | Zdravevski, Eftim ; Kulakov, Andrea | 28-Sep-2009 | Proceeding article | |
| 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 | |
| Towards Music Generation With Deep Learning Algorithms | Docevski, Marko; Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 2018 | Proceedings | |
| Tracking of unusual events in wireless sensor networks based on artificial neural-networks algorithms | Kulakov, Andrea ; Davchev, Dancho | 4-Apr-2005 | Proceedings | |
| 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 | |
| Uloga umjetne neuronske mreže u detekciji abnormalnosti u funkciji rada pluća | Mircheska, Aneta; Kulakov, Andrea ; Stoleski, Sasho | 24-Dec-2009 | Article | |
| Unsupervised weed detection in spinach seedling organic farms | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Gjorgjevikj, Dejan | 2015 | Proceedings | |
| Vehicle Detection with HOG and Linear SVM | Tomikj, Nikola; Kulakov, Andrea | 16-Feb-2021 | Article | |
| Web-based assessment tool for Teachers Digital Competency | Idrizi, Ermira; Kulakov, Andrea ; Filiposka, Sonja ; Trajkovikj, Vladmir | 5-Oct-2018 | Proceedings | |
| Weed detection dataset with RGB images taken under variable light conditions | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 18-Sep-2017 | Proceeding article | |
| Weed segmentation from grayscale tobacco seedling images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | 30-Jun-2016 | Proceeding article | |
| 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 |