Andrea Kulakov
Andrea Kulakov
University of Sts Cyril and Methodius, Computer Science and Engineering Department
Verified email at finki.ukim.mk - Homepage
Title
Cited by
Cited by
Year
Improving activity recognition accuracy in ambient-assisted living systems by automated feature engineering
E Zdravevski, P Lameski, V Trajkovik, A Kulakov, I Chorbev, R Goleva, ...
Ieee Access 5, 5262-5280, 2017
1132017
SVM parameter tuning with grid search and its impact on reduction of model over-fitting
P Lameski, E Zdravevski, R Mingov, A Kulakov
Rough sets, fuzzy sets, data mining, and granular computing, 464-474, 2015
742015
Tracking of unusual events in wireless sensor networks based on artificial neural-networks algorithms
A Kulakov, D Davcev
International Conference on Information Technology: Coding and Computingá…, 2005
622005
Application of wavelet neural-networks in wireless sensor networks
A Kulakov, D Davcev, G Trajkovski
Sixth International Conference on Software Engineering, Artificialá…, 2005
462005
Structures, inner values, hierarchies and stages: essentials for developmental robot architectures
A Kulakov, G Stojanov
Lund University Cognitive Studies 94, 63-69, 2002
342002
Distributed data processing in wireless sensor networks based on artificial neural-networks algorithms
A Kulakov, D Davcev
10th IEEE Symposium on Computers and Communications (ISCC'05), 353-358, 2005
262005
Weed detection dataset with RGB images taken under variable light conditions
P Lameski, E Zdravevski, V Trajkovik, A Kulakov
International Conference on ICT Innovations, 112-119, 2017
242017
Robust histogram-based feature engineering of time series data
E Zdravevski, P Lameski, R Mingov, A Kulakov, D Gjorgjevikj
2015 Federated Conference on Computer Science and Information Systemsá…, 2015
242015
Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms
E Zdravevski, P Lameski, A Kulakov
The 2011 international joint conference on neural networks, 181-188, 2011
232011
Feature ranking based on information gain for large classification problems with mapreduce
E Zdravevski, P Lameski, A Kulakov, B Jakimovski, S Filiposka, ...
2015 IEEE Trustcom/BigDataSE/ISPA 2, 186-191, 2015
222015
Data mining in wireless sensor networks based on artificial neural-networks algorithms
A Kulakov, D Davcev
Workshop on Data Mining in Sensor Networks, Newport Beach (CA), USA, 2005
222005
Single exponential smoothing method and neural network in one method for time series prediction
D Risteski, A Kulakov, D Davcev
IEEE Conference on Cybernetics and Intelligent Systems, 2004. 2, 741-745, 2004
222004
Suppression of intensive care unit false alarms based on the arterial blood pressure signal
P Lameski, E Zdravevski, S Koceski, A Kulakov, V Trajkovik
IEEE Access 5, 5829-5836, 2017
212017
System for Prediction of the Winner in a Sports Game
E Zdravevski, A Kulakov
International Conference on ICT Innovations, 55-63, 2009
212009
Architecture for wireless sensor and actor networks control and data acquisition
P Lameski, E Zdravevski, A Kulakov, D Davcev
2011 international conference on distributed computing in sensor systems andá…, 2011
202011
Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter
E Zdravevski, P Lameski, A Kulakov, S Kalajdziski
2015 Federated Conference on Computer Science and Information Systemsá…, 2015
192015
Parallel computation of information gain using Hadoop and MapReduce
E Zdravevski, P Lameski, A Kulakov, S Filiposka, D Trajanov, ...
2015 Federated Conference on Computer Science and Information Systemsá…, 2015
182015
Machine learning approach for emotion recognition in speech
M Gjoreski, H Gjoreski, A Kulakov
Informatica 38 (4), 2014
172014
Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies
B Stojkoska, D Davcev, A Kulakov
Proceedings of the 5th international conference on Soft computing asá…, 2008
172008
Interactivism in artificial intelligence (AI) and intelligent robotics
G Stojanov, G Trajkovski, A Kulakov
New Ideas in Psychology 24 (2), 163-185, 2006
162006
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Articles 1–20