Dejan Gjorgjevikj

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 6

Top Topics

Feature Engineering

Novice Programmers

Cold Start Problem

Experimental Comparison

Top Venues

ICT Innovations

Pattern Recognit.

J. Intell. Inf. Syst.

Publications

Jona Dimovska, Marina Angelovska, Dejan Gjorgjevikj, Gjorgji Madjarov
Sarcasm and Irony Detection in English Tweets. ICT Innovations (2018)
Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. CoRR (2017)
Tomche Delev, Dejan Gjorgjevikj
Static analysis of source code written by novice programmers. EDUCON (2017)
Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning. ICT Innovations (2017)
Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
Erratum to: The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. 48 (2) (2017)
Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. 47 (1) (2016)
Aleksandar Milchevski, Dijana Petrovska-Delacrétaz, Dejan Gjorgjevikj
Generic Face Detection and Pose Estimation Algorithm Suitable for the Face De-identification Problem. ICT Innovations (2015)
Eftim Zdravevski, Petre Lameski, Riste Mingov, Andrea Kulakov, Dejan Gjorgjevikj
Robust histogram-based feature engineering of time series data. FedCSIS (2015)
Ana Stojkovikj, Dejan Gjorgjevikj, Zoran A. Ivanovski
Machine Learning Approach to Blocking Effect Reduction in Low Bitrate Video. ICT Innovations (2015)
Bojan Dikovski, Gjorgji Madjarov, Dejan Gjorgjevikj
Evaluation of different feature sets for gait recognition using skeletal data from Kinect. MIPRO (2014)
Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov, Dejan Gjorgjevikj
Robustness of Speech Recognition System of Isolated Speech in Macedonian. ICT Innovations (2014)
Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski
Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP (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)
Dejan Gjorgjevikj, Gjorgji Madjarov, Saso Dzeroski
Hybrid Decision Tree Architecture Utilizing Local SVMs for Efficient Multi-Label Learning. Int. J. Pattern Recognit. Artif. Intell. 27 (7) (2013)
Gjorgji Madjarov, Dejan Gjorgjevikj
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification. HAIS (2) (2012)
Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski
An extensive experimental comparison of methods for multi-label learning. Pattern Recognit. 45 (9) (2012)
Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski
Two stage architecture for multi-label learning. Pattern Recognit. 45 (3) (2012)
Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski
Dual Layer Voting Method for Efficient Multi-label Classification. IbPRIA (2011)
Marina Zaharieva Stojanovski, Dejan Gjorgjevikj, Gjorgji Madjarov
Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU. ICT Innovations (2011)
Dejan Gjorgjevikj, Gjorgji Madjarov
Two Stage Classifier Chain Architecture for efficient pair-wise multi-label learning. MLSP (2011)
Dejan Gjorgjevikj, Gjorgji Madjarov, Ivan Chorbev, Martin Angelovski, Marjan Georgiev, Bojan Dikovski
ASGRT - Automated Report Generation System. ICT Innovations (2010)
Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification. Australasian Conference on Artificial Intelligence (2010)
Gjorgji Madzarov, Dejan Gjorgjevikj
Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree. ICAISC (1) (2010)
Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevikj
Regression Trees from Data Streams with Drift Detection. Discovery Science (2009)
Gjorgji Madzarov, Dejan Gjorgjevikj, Ivan Chorbev
A Multi-class SVM Classifier Utilizing Binary Decision Tree. Informatica (Slovenia) 33 (2) (2009)