Gjorgji Madjarov

36 papers B 1C 1Misc 4Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision. RANLP Dimitar Peshevski, Kiril Blazhevski, Martin Popovski, Gjorgji Madjarov
2025	J	`jnl`	Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision. CoRR Dimitar Peshevski, Kiril Blazhevski, Martin Popovski, Gjorgji Madjarov
2023	—	`conf`	LogGC: Novel Approach for Graph-based Log Anomaly Detection. ICDM (Workshops) Stefan Andonov, Gjorgji Madjarov
2022	—	`conf`	Leveraging Log Instructions in Log-based Anomaly Detection. SCC Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2022	J	`jnl`	Leveraging Log Instructions in Log-based Anomaly Detection. CoRR Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2019	—	`ed.`	ICT Innovations 2019. Big Data Processing and Mining - 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019, Proceedings ICT Innovations Sonja Gievska, Gjorgji Madjarov
2019	J	`jnl`	Web genre classification with methods for structured output prediction. Inf. Sci. Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
2018	J	`jnl`	Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages. Multim. Tools Appl. Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski, Ivan Chorbev
2018	—	`conf`	Sarcasm and Irony Detection in English Tweets. ICT Innovations Jona Dimovska, Marina Angelovska, Dejan Gjorgjevikj, Gjorgji Madjarov
2018	—	`conf`	Stories for Images-in-Sequence by Using Visual and Narrative Components. ICT Innovations Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov
2018	J	`jnl`	Stories for Images-in-Sequence by using Visual and Narrative Components. CoRR Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov
2017	—	`conf`	Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning. ICT Innovations Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
2017	J	`jnl`	Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. CoRR Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
2017	J	`jnl`	Erratum to: The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
2017	J	`jnl`	Multimodal medical image retrieval system. Multim. Tools Appl. Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
2016	—	`conf`	Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis. SemEval@NAACL-HLT Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
2016	—	`conf`	Hand Gesture Recognition Using Deep Convolutional Neural Networks. ICT Innovations Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
2016	J	`jnl`	The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
2015	Misc	`conf`	Content Based Image Retrieval for Large Medical Image Corpus. HAIS Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
2015	Misc	`conf`	Twitter Sentiment Analysis Using Deep Convolutional Neural Network. HAIS Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
2015	C	`conf`	Web Genre Classification via Hierarchical Multi-label Classification. IDEAL Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
2014	—	`conf`	Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski
2014	—	`conf`	Evaluation of different feature sets for gait recognition using skeletal data from Kinect. MIPRO Bojan Dikovski, Gjorgji Madjarov, Dejan Gjorgjevikj
2014	—	`conf`	Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. CLEF (Working Notes) Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski
2014	B	`conf`	Medical Image Retrieval Using Multimodal Data. Discovery Science Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
2014	—	`conf`	Robustness of Speech Recognition System of Isolated Speech in Macedonian. ICT Innovations Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov, Dejan Gjorgjevikj
2014	—	`conf`	The Influence the Training Set Size Has on the Performance of a Digit Speech Recognition System in Macedonian. ICT Innovations Daniel Spasovski, Goran Peshanski, Gjorgji Madjarov
2013	J	`jnl`	Hybrid Decision Tree Architecture Utilizing Local SVMs for Efficient Multi-Label Learning. Int. J. Pattern Recognit. Artif. Intell. Dejan Gjorgjevikj, Gjorgji Madjarov, Saso Dzeroski
2012	J	`jnl`	An extensive experimental comparison of methods for multi-label learning. Pattern Recognit. Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Saso Dzeroski
2012	—	`conf`	Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification. HAIS (2) Gjorgji Madjarov, Dejan Gjorgjevikj
2012	J	`jnl`	Two stage architecture for multi-label learning. Pattern Recognit. Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski
2011	Misc	`conf`	Dual Layer Voting Method for Efficient Multi-label Classification. IbPRIA Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski
2011	—	`conf`	Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU. ICT Innovations Marina Zaharieva-Stojanovski, Dejan Gjorgjevikj, Gjorgji Madjarov
2011	—	`conf`	Two Stage Classifier Chain Architecture for efficient pair-wise multi-label learning. MLSP Dejan Gjorgjevikj, Gjorgji Madjarov
2010	—	`conf`	ASGRT - Automated Report Generation System. ICT Innovations Dejan Gjorgjevikj, Gjorgji Madjarov, Ivan Chorbev, Martin Angelovski, Marjan Georgiev, Bojan Dikovski
2010	—	`conf`	Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification. Australasian Conference on Artificial Intelligence Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev