Dejan Gjorgjevikj

According to our database, Dejan Gjorgjevikj authored at least 26 papers between 2002 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Sarcasm and Irony Detection in English Tweets.

Jona Dimovska, Marina Angelovska, Dejan Gjorgjevikj, Gjorgji Madjarov

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

2017

Erratum to: The use of data-derived label hierarchies in multi-label classification.

Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski

J. Intell. Inf. Syst., 2017

Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning.

Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj

Proceedings of the ICT Innovations 2017, 2017

Static analysis of source code written by novice programmers.

Tomche Delev, Dejan Gjorgjevikj

Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017

2016

The use of data-derived label hierarchies in multi-label classification.

Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski

J. Intell. Inf. Syst., 2016

2015

Machine Learning Approach to Blocking Effect Reduction in Low Bitrate Video.

Ana Stojkovikj, Dejan Gjorgjevikj, Zoran A. Ivanovski

Proceedings of the ICT Innovations 2015, 2015

Generic Face Detection and Pose Estimation Algorithm Suitable for the Face De-identification Problem.

Aleksandar Milchevski, Dijana Petrovska-Delacrétaz, Dejan Gjorgjevikj

Proceedings of the ICT Innovations 2015, 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

2014

Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification.

Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Evaluation of different feature sets for gait recognition using skeletal data from Kinect.

Bojan Dikovski, Gjorgji Madjarov, Dejan Gjorgjevikj

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Robustness of Speech Recognition System of Isolated Speech in Macedonian.

Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov, Dejan Gjorgjevikj

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

2013

Hybrid Decision Tree Architecture Utilizing Local SVMs for Efficient Multi-Label Learning.

Dejan Gjorgjevikj, Gjorgji Madjarov, Saso Dzeroski

Int. J. Pattern Recognit. Artif. Intell., 2013

2012

An extensive experimental comparison of methods for multi-label learning.

Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski

Pattern Recognit., 2012

Two stage architecture for multi-label learning.

Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski

Pattern Recognit., 2012

Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification.

Gjorgji Madjarov, Dejan Gjorgjevikj

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Two Stage Classifier Chain Architecture for efficient pair-wise multi-label learning.

Dejan Gjorgjevikj, Gjorgji Madjarov

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU.

Marina Zaharieva-Stojanovski, Dejan Gjorgjevikj, Gjorgji Madjarov

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011

Dual Layer Voting Method for Efficient Multi-label Classification.

Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

ASGRT - Automated Report Generation System.

Dejan Gjorgjevikj, Gjorgji Madjarov, Ivan Chorbev, Martin Angelovski, Marjan Georgiev, Bojan Dikovski

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

Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree.

Gjorgji Madzarov, Dejan Gjorgjevikj

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification.

Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev

Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010

2009

A Multi-class SVM Classifier Utilizing Binary Decision Tree.

Gjorgji Madzarov, Dejan Gjorgjevikj, Ivan Chorbev

Informatica (Slovenia), 2009

Regression Trees from Data Streams with Drift Detection.

Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevikj

Proceedings of the Discovery Science, 12th International Conference, 2009

2004

An Efficient Three-Stage Classifier for Handwritten Digit Recognition.

Dejan Gorgevik, Dusan Cakmakov

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2002

Combining SVM Classifiers for Handwritten Digit Recognition.

Dejan Gorgevik, Dusan Cakmakov

Proceedings of the 16th International Conference on Pattern Recognition, 2002