Gjorgji Madjarov

According to our database, Gjorgji Madjarov authored at least 32 papers between 2009 and 2023.

Collaborative distances:

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

2023

LogGC: Novel Approach for Graph-based Log Anomaly Detection.

Stefan Andonov, Gjorgji Madjarov

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Leveraging Log Instructions in Log-based Anomaly Detection.

Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao

Proceedings of the IEEE International Conference on Services Computing, 2022

2019

Web genre classification with methods for structured output prediction.

Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev

Inf. Sci., 2019

2018

Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages.

Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski, Ivan Chorbev

Multim. Tools Appl., 2018

Stories for Images-in-Sequence by Using Visual and Narrative Components.

Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov

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

Multimodal medical image retrieval system.

Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska

Multim. Tools Appl., 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

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

Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis.

Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Hand Gesture Recognition Using Deep Convolutional Neural Networks.

Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov

Proceedings of the ICT Innovations 2016, 2016

2015

Web Genre Classification via Hierarchical Multi-label Classification.

Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Content Based Image Retrieval for Large Medical Image Corpus.

Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Twitter Sentiment Analysis Using Deep Convolutional Neural Network.

Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 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

The Influence the Training Set Size Has on the Performance of a Digit Speech Recognition System in Macedonian.

Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov

Proceedings of the ICT Innovations 2014, 2014

Medical Image Retrieval Using Multimodal Data.

Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska

Proceedings of the Discovery Science - 17th International Conference, 2014

Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data.

Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski

Proceedings of the Working Notes for CLEF 2014 Conference, 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