Andrea Kulakov

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 24

Top Topics

Feature Engineering

Top Venues

ICT Innovations

Publications

Boris Stanoev, Goran Mitrov, Andrea Kulakov, Georgina Mirceva, Petre Lameski, Eftim Zdravevski
Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning. Big Data Cogn. Comput. 8 (4) (2024)
Nikola Petrovski, Marjan Gusev, Andrea Kulakov
Atrial Fibrillation Detection using the Stars 2D Convolutional Neural Network. MIPRO (2024)
Veton Rushiti, Andrea Kulakov, Biljana Risteska Stojkoska
An Overview of UAS Regulations in the European Union and the Balkan Region. MIPRO (2024)
Martin Kostadinov, Petre Lameski, Andrea Kulakov, Ivan Miguel Pires, Paulo Jorge Simães Coelho, Eftim Zdravevski
Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques. ICT Innovations (2023)
Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models. MIPRO (2023)
Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
Classification of Protein Structures Using Deep Learning Models. MIPRO (2022)
Aleksandar Despotovski, Filip Despotovski, Jane Lameski, Eftim Zdravevski, Andrea Kulakov, Petre Lameski
Towards Cleaner Environments by Automated Garbage Detection in Images. ICT Innovations (2020)
Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods. MIPRO (2020)
Georgina Mirceva, Ilinka Ivanoska, Andreja Naumoski, Andrea Kulakov
Feature Selection for Improved Classification of Protein Structures. MIPRO (2019)
Petre Lameski, Eftim Zdravevski, Andrea Kulakov
Review of Automated Weed Control Approaches: An Environmental Impact Perspective. ICT Innovations (2018)
Kristijan Spirovski, Evgenija Stevanoska, Andrea Kulakov, Zaneta Popeska, Goran Velinov
Comparison of different model's performances in task of document classification. WIMS (2018)
Petre Lameski, Eftim Zdravevski, Saso Koceski, Andrea Kulakov, Vladimir Trajkovik
Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal. IEEE Access 5 (2017)
Eftim Zdravevski, Petre Lameski, Vladimir Trajkovik, Andrea Kulakov, Ivan Chorbev, Rossitza Goleva, Nuno Pombo, Nuno M. Garcia
Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering. IEEE Access 5 (2017)
Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov
Cloud-based architecture for automated weed control. EUROCON (2017)
Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov
Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions. ICT Innovations (2017)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov
Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines. FedCSIS (2016)
Petre Lameski, Eftim Zdravevski, Andrea Kulakov
Weed Segmentation from Grayscale Tobacco Seedling Images. RAAD (2016)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov
Row Key Designs of NoSQL Database Tables and Their Impact on Write Performance. PDP (2016)
Biljana L. Stojkoska, Danco Davcev, Andrea Kulakov
Cluster-based MDS Algorithm for Nodes Localization in Wireless Sensor Networks with Irregular Topologies. CoRR (2016)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Sonja Filiposka, Dimitar Trajanov, Boro Jakimovski
Parallel computation of information gain using Hadoop and MapReduce. FedCSIS (2015)
Eftim Zdravevski, Petre Lameski, Riste Mingov, Andrea Kulakov, Dejan Gjorgjevikj
Robust histogram-based feature engineering of time series data. FedCSIS (2015)
Petre Lameski, Eftim Zdravevski, Riste Mingov, Andrea Kulakov
SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting. RSFDGrC (2015)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Slobodan Kalajdziski
Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter. FedCSIS (2015)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov
Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce. TrustCom/BigDataSE/ISPA (2) (2015)
Spase Stojanovski, Andrea Kulakov
Efficient Attacks in Industrial Wireless Sensor Networks. ICT Innovations (2014)
Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov
Machine Learning Approach for Emotion Recognition in Speech. Informatica (Slovenia) 38 (4) (2014)
Vasilija Uzunova, Andrea Kulakov
Sentiment Analysis of Movie Reviews Written in Macedonian Language. ICT Innovations (2014)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Dejan Gjorgjevikj
Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets. FedCSIS (2014)
Georgina Mirceva, Andrea Kulakov
Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees. ICT Innovations (2012)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov
Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms. IJCNN (2011)
Petre Lameski, Eftim Zdravevski, Andrea Kulakov, Danco Davcev
Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition. DCOSS (2011)
Petre Lameski, Andrea Kulakov
Mobile Robot Environment Learning and Localization Using Active Perception. ICT Innovations (2010)
Vesna Poprcova, Georgi Stojanov, Andrea Kulakov
Inductive Logic Programming (ILP) and Reasoning by Analogy in Context of Embodied Robot Learning. Int. J. Agent Technol. Syst. 2 (2) (2010)
Eftim Zdravevski, Andrea Kulakov
System for Prediction of the Winner in a Sports Game. ICT Innovations (2009)
Stojanco Gancev, Andrea Kulakov
Modified growing neural gas algorithm for faster convergence on signal distribution sudden change. ICAT (2009)
Andrea Kulakov, Joona Laukkanen, Blerim Mustafa, Georgi Stojanov
Inductive Logic Programming and Embodied Agents: Possibilities and Limitations. Int. J. Agent Technol. Syst. 1 (1) (2009)
Petre Lameski, Andrea Kulakov
Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms. ICT Innovations (2009)
Georgina Mirceva, Andrea Kulakov, Danco Davcev
SGNG Protein Classifier by Matching 3D Structures. HAIS (2009)
Biljana L. Stojkoska, Danco Davcev, Andrea Kulakov
Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies. CSTST (2008)
Andrea Kulakov, Danco Davcev
Intelligent Wireless Sensor Networks Using FuzzyART Neural-Networks. ISCC (2007)
Danco Davcev, Marjan Arsic, Dalibor Ilievski, Andrea Kulakov
HCI for m-Learning in Image Processing by Handhelds. HCI (9) (2007)
Georgi Stojanov, Andrea Kulakov
On Curiosity in Intelligent Robotic Systems. AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents (2006)
Andrea Kulakov, Danco Davcev
Distributed Data Processing in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. ISCC (2005)
Andrea Kulakov, Danco Davcev, Goran Trajkovski
Application of Wavelet Neural-Networks in Wireless Sensor Networks. SNPD (2005)
Andrea Kulakov, Danco Davcev
Tracking of Unusual Events in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. ITCC (2) (2005)
Andrea Kulakov, Danco Davcev, Georgi Stojanov
Learning patterns in wireless sensor networks based on wavelet neural networks. ICPADS (2) (2005)
Andrea Kulakov, Vladimir Trajkovik, Danco Davcev
An agent based model as a marketing consultant of companies. SMC (2001)