Gjorgji Madjarov

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 15

Top Topics

Genre Classification

Image Retrieval

Convolutional Neural Networks

Top Venues

ICT Innovations

Multim. Tools Appl.

Publications

Stefan Andonov, Gjorgji Madjarov
LogGC: Novel Approach for Graph-based Log Anomaly Detection. ICDM (Workshops) (2023)
Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
Leveraging Log Instructions in Log-based Anomaly Detection. SCC (2022)
Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
Leveraging Log Instructions in Log-based Anomaly Detection. CoRR (2022)
Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
Web genre classification with methods for structured output prediction. Inf. Sci. 503 (2019)
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) (2018)
Jona Dimovska, Marina Angelovska, Dejan Gjorgjevikj, Gjorgji Madjarov
Sarcasm and Irony Detection in English Tweets. ICT Innovations (2018)
Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov
Stories for Images-in-Sequence by using Visual and Narrative Components. CoRR (2018)
Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov
Stories for Images-in-Sequence by Using Visual and Narrative Components. 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)
Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
Multimodal medical image retrieval system. Multim. Tools Appl. 76 (2) (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)
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)
Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
Hand Gesture Recognition Using Deep Convolutional Neural Networks. ICT Innovations (2016)
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)
Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
Web Genre Classification via Hierarchical Multi-label Classification. IDEAL (2015)
Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
Twitter Sentiment Analysis Using Deep Convolutional Neural Network. HAIS (2015)
Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
Content Based Image Retrieval for Large Medical Image Corpus. HAIS (2015)
Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski
Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. CLEF (Working Notes) (2014)
Bojan Dikovski, Gjorgji Madjarov, Dejan Gjorgjevikj
Evaluation of different feature sets for gait recognition using skeletal data from Kinect. MIPRO (2014)
Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
Medical Image Retrieval Using Multimodal Data. Discovery Science (2014)
Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov, Dejan Gjorgjevikj
Robustness of Speech Recognition System of Isolated Speech in Macedonian. ICT Innovations (2014)
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)
Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski
Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP (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)