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ORCIDGjorgji Madjarov
Person information
- affiliation: St. Cyril and Methodius University Skopje, Macedonia
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2020 – today
- 2023
[c23]Stefan Andonov, Gjorgji Madjarov:
LogGC: Novel Approach for Graph-based Log Anomaly Detection. ICDM (Workshops) 2023: 1194-1202- 2022
- [c22]Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Leveraging Log Instructions in Log-based Anomaly Detection. SCC 2022: 321-326 - [i3]Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Leveraging Log Instructions in Log-based Anomaly Detection. CoRR abs/2207.03206 (2022)
2010 – 2019
- 2019
- [j9]Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski
, Dragi Kocev:
Web genre classification with methods for structured output prediction. Inf. Sci. 503: 551-573 (2019) - [e1]Sonja Gievska, Gjorgji Madjarov:
ICT Innovations 2019. Big Data Processing and Mining - 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019, Proceedings. Communications in Computer and Information Science 1110, Springer 2019, ISBN 978-3-030-33109-2 [contents] - 2018
- [j8]Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski, Ivan Chorbev:
Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages. Multim. Tools Appl. 77(24): 32213-32242 (2018) - [c21]Jona Dimovska, Marina Angelovska, Dejan Gjorgjevikj, Gjorgji Madjarov:
Sarcasm and Irony Detection in English Tweets. ICT Innovations 2018: 120-131 - [c20]Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov:
Stories for Images-in-Sequence by Using Visual and Narrative Components. ICT Innovations 2018: 148-159 - [i2]Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov:
Stories for Images-in-Sequence by using Visual and Narrative Components. CoRR abs/1805.05622 (2018) - 2017
- [j7]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): 475-476 (2017) - [j6]Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska:
Multimodal medical image retrieval system. Multim. Tools Appl. 76(2): 2955-2978 (2017) - [c19]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: 176-185 - [i1]Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj:
Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. CoRR abs/1706.05730 (2017) - 2016
- [j5]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): 57-90 (2016) - [c18]Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov:
Hand Gesture Recognition Using Deep Convolutional Neural Networks. ICT Innovations 2016: 49-58 - [c17]Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski:
Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis. SemEval@NAACL-HLT 2016: 149-154 - 2015
- [c16]Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov:
Content Based Image Retrieval for Large Medical Image Corpus. HAIS 2015: 714-725 - [c15]Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski:
Twitter Sentiment Analysis Using Deep Convolutional Neural Network. HAIS 2015: 726-737 - [c14]Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev:
Web Genre Classification via Hierarchical Multi-label Classification. IDEAL 2015: 9-17 - 2014
- [c13]Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski:
Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. CLEF (Working Notes) 2014: 705-714 - [c12]Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska:
Medical Image Retrieval Using Multimodal Data. Discovery Science 2014: 144-155 - [c11]Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov, Dejan Gjorgjevikj:
Robustness of Speech Recognition System of Isolated Speech in Macedonian. ICT Innovations 2014: 197-204 - [c10]Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov:
The Influence the Training Set Size Has on the Performance of a Digit Speech Recognition System in Macedonian. ICT Innovations 2014: 205-212 - [c9]Bojan Dikovski, Gjorgji Madjarov, Dejan Gjorgjevikj:
Evaluation of different feature sets for gait recognition using skeletal data from Kinect. MIPRO 2014: 1304-1308 - [c8]Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski:
Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP 2014: 19-37 - 2013
- [j4]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) - 2012
- [j3]Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski:
Two stage architecture for multi-label learning. Pattern Recognit. 45(3): 1019-1034 (2012) - [j2]Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski:
An extensive experimental comparison of methods for multi-label learning. Pattern Recognit. 45(9): 3084-3104 (2012) - [c7]Gjorgji Madjarov, Dejan Gjorgjevikj:
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification. HAIS (2) 2012: 1-12 - 2011
- [c6]Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski:
Dual Layer Voting Method for Efficient Multi-label Classification. IbPRIA 2011: 232-239 - [c5]Marina Zaharieva-Stojanovski, Dejan Gjorgjevikj, Gjorgji Madjarov:
Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU. ICT Innovations 2011: 279-289 - [c4]Dejan Gjorgjevikj, Gjorgji Madjarov:
Two Stage Classifier Chain Architecture for efficient pair-wise multi-label learning. MLSP 2011: 1-6 - 2010
- [c3]Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev:
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification. Australasian Conference on Artificial Intelligence 2010: 164-173 - [c2]Gjorgji Madzarov, Dejan Gjorgjevikj:
Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree. ICAISC (1) 2010: 437-444 - [c1]Dejan Gjorgjevikj, Gjorgji Madjarov, Ivan Chorbev, Martin Angelovski, Marjan Georgiev, Bojan Dikovski:
ASGRT - Automated Report Generation System. ICT Innovations 2010: 369-376
2000 – 2009
- 2009
- [j1]Gjorgji Madzarov, Dejan Gjorgjevikj, Ivan Chorbev:
A Multi-class SVM Classifier Utilizing Binary Decision Tree. Informatica (Slovenia) 33(2): 225-233 (2009)
Coauthor Index
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