| 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 | 218 | 2017 |
| 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: 15th …, 2015 | 138 | 2015 |
| ICT Innovations 2016 G Stojanov, A Kulakov | 130 | 2020 |
| 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 | 115 | 2017 |
| 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 Computing …, 2005 | 63 | 2005 |
| Application of wavelet neural-networks in wireless sensor networks A Kulakov, D Davcev, G Trajkovski Sixth International Conference on Software Engineering, Artificial …, 2005 | 52 | 2005 |
| 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 Systems …, 2015 | 51 | 2015 |
| System for Prediction of the Winner in a Sports Game E Zdravevski, A Kulakov International conference on ICT innovations, 55-63, 2009 | 51 | 2009 |
| 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 | 47 | 2011 |
| 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 | 42 | 2017 |
| Review of automated weed control approaches: An environmental impact perspective P Lameski, E Zdravevski, A Kulakov International Conference on Telecommunications, 132-147, 2018 | 39 | 2018 |
| Structures, inner values, hierarchies and stages: essentials for developmental robot architectures A Kulakov, G Stojanov Lund University Cognitive Studies 94, 63-69, 2002 | 36 | 2002 |
| 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 Systems …, 2015 | 33 | 2015 |
| 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 Systems …, 2015 | 31 | 2015 |
| Machine learning approach for emotion recognition in speech M Gjoreski, H Gjoreski, A Kulakov Informatica 38 (4), 2014 | 31 | 2014 |
| 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 | 30 | 2004 |
| 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 | 29 | 2015 |
| 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 | 26 | 2005 |
| Comparison of different model's performances in task of document classification K Spirovski, E Stevanoska, A Kulakov, Z Popeska, G Velinov Proceedings of the 8th international conference on web intelligence, mining …, 2018 | 23 | 2018 |
| 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 | 23 | 2005 |
Petre LameskiFaculty of Computer Sciecne and Engineering, Ss Cyril and Methodius UniversityVerified email at finki.ukim.mk
