Andrea Kulakov

According to our database, Andrea Kulakov authored at least 43 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques.

Martin Kostadinov, Petre Lameski, Andrea Kulakov, Ivan Miguel Pires, Paulo Jorge Simães Coelho, Eftim Zdravevski

Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

2022

Classification of Protein Structures Using Deep Learning Models.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 45th Jubilee International Convention on Information, 2022

2020

Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 43rd International Convention on Information, 2020

Towards Cleaner Environments by Automated Garbage Detection in Images.

Aleksandar Despotovski, Filip Despotovski, Jane Lameski, Eftim Zdravevski, Andrea Kulakov, Petre Lameski

Proceedings of the ICT Innovations 2020. Machine Learning and Applications, 2020

2019

Feature Selection for Improved Classification of Protein Structures.

Georgina Mirceva, Ilinka Ivanoska, Andreja Naumoski, Andrea Kulakov

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

2018

Comparison of different model's performances in task of document classification.

Kristijan Spirovski, Evgenija Stevanoska, Andrea Kulakov, Zaneta Popeska, Goran Velinov

Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Review of Automated Weed Control Approaches: An Environmental Impact Perspective.

Petre Lameski, Eftim Zdravevski, Andrea Kulakov

Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

2017

Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering.

Eftim Zdravevski, Petre Lameski, Vladimir Trajkovik, Andrea Kulakov, Ivan Chorbev, Rossitza Goleva, Nuno Pombo, Nuno M. Garcia

IEEE Access, 2017

Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal.

Petre Lameski, Eftim Zdravevski, Saso Koceski, Andrea Kulakov, Vladimir Trajkovik

IEEE Access, 2017

Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions.

Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov

Proceedings of the ICT Innovations 2017, 2017

Cloud-based architecture for automated weed control.

Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov

Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016

Weed Segmentation from Grayscale Tobacco Seedling Images.

Petre Lameski, Eftim Zdravevski, Andrea Kulakov

Proceedings of the Advances in Robot Design and Intelligent Control, 2016

Row Key Designs of NoSQL Database Tables and Their Impact on Write Performance.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015

Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting.

Petre Lameski, Eftim Zdravevski, Riste Mingov, Andrea Kulakov

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Robust histogram-based feature engineering of time series data.

Eftim Zdravevski, Petre Lameski, Riste Mingov, Andrea Kulakov, Dejan Gjorgjevikj

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Slobodan Kalajdziski

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Parallel computation of information gain using Hadoop and MapReduce.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Sonja Filiposka, Dimitar Trajanov, Boro Jakimovski

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014

Machine Learning Approach for Emotion Recognition in Speech.

Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov

Informatica (Slovenia), 2014

Sentiment Analysis of Movie Reviews Written in Macedonian Language.

Vasilija Uzunova, Andrea Kulakov

Proceedings of the ICT Innovations 2014, 2014

Efficient Attacks in Industrial Wireless Sensor Networks.

Spase Stojanovski, Andrea Kulakov

Proceedings of the ICT Innovations 2014, 2014

Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Dejan Gjorgjevikj

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2012

Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees.

Georgina Mirceva, Andrea Kulakov

Proceedings of the ICT Innovations 2012, 2012

2011

Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition.

Petre Lameski, Eftim Zdravevski, Andrea Kulakov, Danco Davcev

Proceedings of the Distributed Computing in Sensor Systems, 2011

2010

Inductive Logic Programming (ILP) and Reasoning by Analogy in Context of Embodied Robot Learning.

Vesna Poprcova, Georgi Stojanov, Andrea Kulakov

Int. J. Agent Technol. Syst., 2010

Mobile Robot Environment Learning and Localization Using Active Perception.

Petre Lameski, Andrea Kulakov

Proceedings of the ICT Innovations 2010 - Second International Conference, 2010

2009

Inductive Logic Programming and Embodied Agents: Possibilities and Limitations.

Andrea Kulakov, Joona Laukkanen, Blerim Mustafa, Georgi Stojanov

Int. J. Agent Technol. Syst., 2009

System for Prediction of the Winner in a Sports Game.

Eftim Zdravevski, Andrea Kulakov

Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms.

Petre Lameski, Andrea Kulakov

Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

Modified growing neural gas algorithm for faster convergence on signal distribution sudden change.

Stojanco Gancev, Andrea Kulakov

Proceedings of the XXII International Symposium on Information, 2009

SGNG Protein Classifier by Matching 3D Structures.

Georgina Mirceva, Andrea Kulakov, Danco Davcev

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies.

Biljana L. Stojkoska, Danco Davcev, Andrea Kulakov

Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

2007

Intelligent Wireless Sensor Networks Using FuzzyART Neural-Networks.

Andrea Kulakov, Danco Davcev

Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

HCI for m-Learning in Image Processing by Handhelds.

Danco Davcev, Marjan Arsic, Dalibor Ilievski, Andrea Kulakov

Proceedings of the Human Interface and the Management of Information. Interacting in Information Environments, 2007

2006

On Curiosity in Intelligent Robotic Systems.

Georgi Stojanov, Andrea Kulakov

Proceedings of the Interaction and Emergent Phenomena in Societies of Agents, 2006

2005

Application of Wavelet Neural-Networks in Wireless Sensor Networks.

Andrea Kulakov, Danco Davcev, Goran Trajkovski

Proceedings of the 6th ACIS International Conference on Software Engineering, 2005

Tracking of Unusual Events in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms.

Andrea Kulakov, Danco Davcev

Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

Distributed Data Processing in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms.

Andrea Kulakov, Danco Davcev

Proceedings of the 10th IEEE Symposium on Computers and Communications (ISCC 2005), 2005

Learning patterns in wireless sensor networks based on wavelet neural networks.

Andrea Kulakov, Danco Davcev, Georgi Stojanov

Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

2001

An agent based model as a marketing consultant of companies.

Andrea Kulakov, Vladimir Trajkovik, Danco Davcev

Proceedings of the IEEE International Conference on Systems, 2001