List of papers published by Dejan Gjorgjevikj

 

  1. Zhe Yang, Dejan Gjorgjevikj, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li, "Sparse Autoencoder-Based Multi-Head Deep Neural Networks for Machinery Fault Diagnostics With Detection of Novelties", Chinese Journal of Mechanical Engineering, Vol. 34, Art.No. 54, June 2021, Springer, (IF: 2.44, 4yr IF: 2.32) (abstract, PDF)

  2. Yadong Wei, Tuzhi Long, Xiaoman Cai, Shaohui Zhang, Dejan Gjorgjevikj, Chuan Li, "Mechanical Fault Diagnosis by Using Dynamic Transfer Adversarial Learning", Measurement Science and Technology, Vol. 32, No. 10, June 2021, pp. 104005, IOP Publishing Ltd., (IF: 2.2, 4yr IF: 2.3) (abstract)

  3. Abazi A., Gjorgjevikj D., "Detecting Ponzi Schemes in Ethereum", Proceedings of 18th International Conference on Informatics and Information Technologies, (CIIT 2021), pp. 158-161, Republic of North MACEDONIA, 6-7 May 2021. ( PDF)

  4. Poposki R., Gjorgjevikj D., "Precision Apiculture – IoT System for Remote Monitoring of Honeybee Colonies", Proceedings of 17th International Conference on Informatics and Information Technologies, (CIIT 2020), Republic of North MACEDONIA, 8-9 May 2020. (abstract, PDF)

  5. Evkoski B., Stojanovski Z., Trajkovski A., Gjorgjevikj A., "Air Pollution Prediction Using LSTM Neural Networks", Proceedings of 16th International Conference on Informatics and Information Technologies, 2019, pp. 124-127, Mavrovo, Republic of North MACEDONIA, 10-12 May 2019. ( PDF)

  6. Bozhinoska A., Gjorgjevikj D., "Human activity recognition using sensor recordings from passive infrared and microwave radar sensors", Proceedings of 16th International Conference on Informatics and Information Technologies, 2019, pp.92-96, Mavrovo, Republic of North MACEDONIA, 10-12 May 2019. ( PDF)

  7. Gjorgjevikj D., Madjarov Gj., "Data Collection Module for Human Activity Recognition", in Miroslav Kotevski (edt.), Proceedings of 15th International Conference, ETAI 2018, pp. ETAI1-1, Ohrid, Republic of MACEDONIA, 20-23 September 2018. (abstract, PDF)

  8. Dimovska J., Angelovska M., Gjorgjevikj D., Madjarov Gj., "Sarcasm and Irony Detection in English Tweets", in: Kalajdziski S., Ackovska N. (eds), 10th International Conference ICT Innovations 2018, Ohrid, Macedonia, September 17–29, 2018. Communications in Computer and Information Science, vol. 940, pp. 120-131, Springer International Publishing, 2018. (abstract )

  9. Gjorgjevski D., Gjorgjevikj D., "Using Distributed Representations to Identify Genders and Age Groups of Twitter Users", in Proceedings of the 15th International Conference for Informatics and Information Technology (CIIT 2018), 2018, pp. 2-7, Mavrovo, Macedonia, 20-22 April 2018. (PDF)

  10. Obradic I., Madjarov Gj., Dimitrovski I., Gjorgjevikj D., "Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning", in: Trajanov D., Bakeva V. (eds) 9th International Conference ICT Innovations 2017, Skopje, Macedonia, September 18–23, 2017. Communications in Computer and Information Science, vol. 778, pp. 176-185, Springer, Cham, 2017. (abstract, preprint)

  11. Delev T., Gjorgjevikj D., "Comparison of string matching based algorithms for plagiarism detection of source code", in Proceedings of the 14th International Conference for Informatics and Information Technology (CIIT 2017), 2017, pp. 151-157, Mavrovo, Macedonia, 7-9 April 2017. (PDF)

  12. Delev T., Gjorgjevikj D., "Static analysis of source code written by novice programmers", in Proceedings of the Global Engineering Education Conference (EDUCON), pp. 825-830, 2017 IEEE, Athens, Greece, 25-28 April, 2017. (abstract, preprint)

  13. Madjarov Gj., Gjorgjevikj D., Dimitrovski I., Dzeroski S., "The Use of Data-derived Label Hierarchies in Multi-label Classification", in Journal of Intelligent Information Systems, Vol. 47, No. 1, 2016, pp. 57-90, Springer. (IF: 0.886, 5yr IF: 0.77) (abstract, preprint, view-only@SringerNature, Erratum)

  14. Zdravevski E., Lameski P., Mingov R., Kulakov A., Gjorgjevikj D., "Robust histogram-based feature engineering of time series data", in Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki (eds.) Annals of Computer Science and Information Systems Volume 5, Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, pp. 381-388, September 13–16, 2015. Lodz, Poland, IEEE, 2015. [AAIA’15 Data Mining Competition award] (abstract, PDF)

  15. Stojkovikj A., Ivanovski Z., Gjorgjevikj D., "Machine Learning Approach to Blocking Effect Reduction in Low Bitrate Video", in S. Loshkovska and S. Koceski (Eds.), Advances in Intelligent Systems and Computing, Vol. 399, ICT Innovations 2015, pp. 173-183, Springer Berlin Heidelberg 2016. (abstract),

  16. Milchevski A., Petrovska-Delacretaz, D., Gjorgjevikj D., "Generic Face Detection and Pose Estimation Algorithm Suitable for the Face De-identification Problem", in S. Loshkovska and S. Koceski (Eds.), Advances in Intelligent Systems and Computing, Vol. 399, ICT Innovations 2015, pp. 225-234, Springer Berlin Heidelberg 2016. (abstract),

  17. Budinoska V., Gjorgjevikj D., "Usage of Agile Methodologies in Implementing Software Projects in IT Companies in the Republic of Macedonia", in Miroslav Kotevski (edt.), Proceedings of 12th International Conference, ETAI 2015, pp. ETAI10-1, Ohrid, Republic of MACEDONIA, 24-26 September 2015. (abstract, PDF)

  18. Lameski P., Zdraveski E., Kulakov A., Gjorgjevikj D., "Plant images classification based on the angles between the leaf shape-contour points", Proceedings of the 12th Conference for Informatics and Information Technology (CIIT 2015), pp. 110-114, Bitola, Macedonia, April 19-24, 2015. (PDF)

  19. Madjarov Gj., Dimitrovski I., Gjorgjevikj D., Dzeroski S., "Evaluation of Different Data-Derived Label Hierarchies in Multi-Label Classification", in Annalisa Appice, Michelangelo Ceci , Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (Edts.), Lecture Notes in Computer Science, Vol. 8983/2015, pp. 19-37, New Frontiers in Mining Complex Patterns: Third International Workshop, NFMCP 2014, held in conjunction with ECML-PKDD 2014, Revised Selected Papers, Nancy, France, September, 2014. (abstract, PDF)

  20. Spasovski D., Peshanski G., Madjarov Gj., Gjorgjevikj D., "Robustness of Speech Recognition System of Isolated Speech in Macedonian", in A. Madevska Bogdanova and D. Gjorgjevikj (Eds.), Advances in Intelligent Systems and Computing, Vol. 311, ICT Innovations 2014, pp. 197-204, Springer Berlin Heidelberg 2014. (abstract, Partial paper @ Google books)

  21. Delev T., Gjorgjevikj D., "A Study on Implementation and Usage of Web Based Programming Assessment System: Code", ICT Innovations 2014 Web Proceedings, ISSN 1857-7288, pp. 75-84, Ohrid, Macedonia, September 9-12, 2014. (abstract, PDF)

  22. Zdraveski E., Lameski P., Kulakov A., Gjorgjevikj D., "Feature Selection and Allocation to Diverse Subsets for Multi-Label Learning Problems with Large Datasets", in Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki (eds.) Annals of Computer Science and Information Systems Volume 2, Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, pp. 387–394, September 7–10, Warsaw, Poland, IEEE, 2014. (abstract, PDF)

  23. Dikovski B., Madjarov Gj., Gjorgjevikj D., "Evaluation of Different Feature Sets for Gait Recognition Using Skeletal Data from Kinect", in Slobodan Ribaric (edt.) Special Session on Biometrics, Forensics, De-identification and Privacy Protection, Proceedings of the 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) 2014, pp. 85-89, May 29 – 30, 2014, Opatija, Croatia, IEEE, 2014. (abstract )

  24. Gjoreski M., Zajkovski G., Bogatinov A., Madjarov Gj., Gjorgjevikj D., Gjoreski H., "Optical character recognition applied on receipts printed in Macedonian Language", in Proceedings of the 11th International Conference on Informatics and Information Technologies (CiiT 2014), pp. 59-62, April, 2014, Molika, Bitola, 2014. (abstract , PDF, Paper@RG)

  25. Tenev A., Kalajdziski S., Gjorgjevikj D., Kocarev Lj., Vietac E., Popovic D., Pintor L., Villoslada P., Prckovska V., "Connectomics based multi-modal graph measures in bipolar disorder", 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Volume: 5, Hamburg, Germany, 2014. (PDF)

  26. Madjarov Gj., Delev T., Dimitrovski I., Gjorgjevikj D., "The Use of Data-derived Label Hierarchies in Multi-label Classification", in A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z. W. Ras (Eds.) Proceedings of the 3rd Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2014), pp. 124-135, 2014. (PDF)

  27. Gjorgjevikj D., Madjarov Gj., Dzeroski S., "Hybrid Decision Tree Architecture Utilizing Local SVMs for Efficient Multi-Label Learning", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 27, No. 7, November 2013, pp. 1351004, World Scientific. (IF: 0.56, 5yr IF: 0.76) (abstract, PDF, preprint)

  28. Gajduk A., Madjarov Gj., Gjorgjevikj D., "Intelligent tag grouping by using an aglomerative clustering algorithm", Proceedings of the 10th Conference for Informatics and Information Technology (CIIT 2013), pp. 94-96, Bitola, Macedonia, April 18-21, 2013. (PDF)

  29. Angelovska S., Gjorgjevikj D., "On-line learning environment for teaching the LOGO programming language", Proceedings of the 10th Conference for Informatics and Information Technology (CIIT 2013), pp. 7-10, Bitola, Macedonia, April 18-21, 2013. (PDF)

  30. Delev T., Gjorgjevikj D., "E-Lab: Web Based System for Automatic Assessment of Programming Problems", ICT Innovations 2012 Web Proceedings, ISSN 1857-7288, pp. 75-84, Ohrid, Macedonia, September 12-15, 2012. (abstract, PDF)

  31. Chorbev I., Gusev M., Gjorgjevikj D., Ristov S., "Architecture of an electronic student services system and its implementation", ICT Innovations 2012 Web Proceedings, ISSN 1857-7288, pp. 381-400, Ohrid, Macedonia, September 12-15, 2012. (abstract, PDF)

  32. Chungurski S., Arsenovski S., Gjorgjevikj D., "Development overview of TTS-MK speech synthesizer for Macedonian language, and its application", ICT Innovations 2012 Web Proceedings, ISSN 1857-7288, pp. 599-604, Ohrid, Macedonia, September 12-15, 2012. (abstract, PDF)

  33. Madjarov Gj., Pesanski G., Spasovski D., Gjorgjevikj D., "Automatic Music Classification into Genres", ICT Innovations 2012 Web Proceedings, ISSN 1857-7288, pp. 623-632, Ohrid, Macedonia, September 12-15, 2012. (abstract, PDF)

  34. Gjorgjevikj D., Madevska Bogdanova A., Chorbev I., Gusev M., "Implementation of Electronic Student Services at UKIM", Proceedings of the 9th Conference for Informatics and Information Technology (CIIT 2012), pp. 283-287, Bitola, Macedonia, April 19-22, 2012. (PDF)

  35. Chorbev I., Gusev M., Gjorgjevikj D., Ristov S., "User Interface Agile Development and Evaluation of the iKnow Student Services System", Proceedings of the 9th Conference for Informatics and Information Technology (CIIT 2012), pp. 288-294, Bitola, Macedonia, April 19-22, 2012. (PDF)

  36. Tenev A., Delev T., Madjarov Gj., Gjorgjevikj D., "Estimation of Functional Brain Connectivity", Proceedings of the 9th Conference for Informatics and Information Technology (CIIT 2012), pp. 149-151, Bitola, Macedonia, April 19-22, 2012. (PDF)

  37. Madjarov Gj., Kocev D., Gjorgjevikj D., Dzeroski S., "An extensive experimental comparison of methods for multi-label learning", Pattern Recognition, Vol. 45, No. 9, September 2012, pp. 3084-3104, Elsevier. (IF: 2.607, 5yr IF: 3.402) (abstract, PDF ©Elsevier)

  38. Madjarov Gj., Gjorgjevikj D., "Hybrid Decision Tree Architecture utilizing Local SVMs for Multi-Label Classification", in Emilio Corchado, Vaclav Snasel, Ajith Abraham, Michal Wozniak, Manuel Grana and Sung-Bae Cho (Edts.), Lecture Notes in Computer Science, Vol. 7209/2012, pp. 1-12, Hybrid Artificial Intelligent Systems, Proceedings of the 7th International Conference, HAIS 2012, Part II, Salamanca, Spain, March 28-30, 2012. (abstract, PDF, Partial paper @ Springer site,  Partial paper @ Google books)

  39. Madjarov Gj., Gjorgjevikj D., Dzeroski S., "Two stage architecture for multi-label learning", Pattern Recognition, Vol. 45, No. 3, March 2012, pp. 1019-1034, Elsevier. (IF: 2.607, 5yr IF: 3.402) (abstract, PDF-draft ©Elsevier, Source Code)

  40. Kitanovski I., Madjarov Gj., Gjorgjevikj D., "Local Hybrid SVMDT Classifier", 19th Telecommunications Forum (TELFOR) 2011, pp. 770-773, Belgrade, Serbia, November 22-24, 2011. (abstract)

  41. Gjorgjevikj D., Madjarov Gj., "Two Stage Classifier Chain Architecture For Efficient Pair-Wise Multi-Label Learning", Proceedings of 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1-6, September 18-21, Beijing, China, 2011. (abstract, PDF-draft)

  42. Zaharieva M., Gjorgjevikj D., Madjarov Gj., "Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU", in L. Kocarev (Ed.), Advances in Intelligent and Soft Computing, Vol. 150/2012, ICT Innovations 2011, pp. 279-289, Skopje, September 14-16, 2011. (abstract, PDF-draft) 

  43. Milchevski A., Ivanovski Z., Gjorgjevikj D., "A No-Reference Ringing Metric Based on Machine Learning Techniques", in Aleksandar Risteski (edt.), Proceedings of 10th International Conference, ETAI 2011, pp. E3-1, Ohrid, Republic of MACEDONIA, 17-19 September 2011. (abstract, PDF)

  44. Trojacanec K., Madjarov Gj., Loskovska S., Gjorgjevikj D., "Hierarchical Classification Architectures Applied to Magnetic Resonance Images", in Vesna Luzar-Stiffler, Iva Jarec and Zoran Bekic (eds.), Proceedings of the 33rd International Conference on Information Technology Interfaces - ITI 2011, pp. 501-506, June 27-30, Cavtat / Dubrovnik, Croatia, 2011. (abstract, PDF)

  45. Madjarov Gj., Gjorgjevikj D., Dzeroski S., "Dual Layer Voting Method for Efficient Multi-Label Classification", in Jordi Vitria, Joao Sanches, Mario Hernandez (Edts.), Lecture Notes in Computer Science, Vol. 6669/2011, pp. 232-239, Proceedings of IBPRIA 2011 - 5th Iberian Conference on Pattern Recognition and Image Analysis, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. (abstract, Partial paper @ Springer site;  

  46. Gjorgjevikj D., Madjarov Gj., Chorbev I., Angelovski M., Georgiev M., Dikovski B., "ASGRT-Automated report generation system", in M. Gusev and P. Mitrevski (Eds.), Communications in Computer and Information Science, Vol. 83, ICT Innovations 2010, pp. 369–376, Springer Berlin Heidelberg 2011. (abstract, Partial paper)

  47. Madjarov Gj., Gjorgjevikj D., Delev T., "Ensembles of Binary SVM Decision Trees", in ICT Innovations 2010 (Editor M. Gusev), Web proceedings, ISSN 1857-7288, pp.181-188, September 12-15, Ohrid, Macedonia, 2010. (abstract, PDF)

  48. Madjarov Gj., Gjorgjevikj D., Delev T., "Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification", in Li, Jiuyong (Ed.) Lecture Notes in Artificial Intelligence, Vol. 6464/2011, pp. 164-173, AI 2010: Advances in Artificial Intelligence, Proceedings of 23rd Australia Joint Conference on Artificial Intelligence, Adelaide, South Australia 2010, December 7-10, 2010. (abstract, Full paper   Full paper) 

  49. Trojacanec K., Madjarov Gj., Loskovska S., Gjorgjevikj D., "Hierarchical Classification оf Magnetic Resonance Images", Proceedings of the 11th International Multiconference INFORMATION SOCIETY - IS 2010 Ljubljana, Proceedings Volume-A, ISSN 1581-9972, pp. 51-54, Ljubljana, SLOVENIA, 11-15 October 2010. (abstract, PDF)

  50. Trojacanec K., Madjarov Gj., Loskovska S., Gjorgjevikj D., "Towards Improving Magnetic Resonance Image Classification", 18th Telecommunications forum TELFOR 2010, TELFOR 2010, pp. 946-949, Serbia, Belgrade, November 23-25, 2010. (abstract, PDF )

  51. Delev T., Gjorgjevikj D., Madzarov G., "Place-Tags, Discovering and Promoting Places Through Mobile Phones and Collaborative Filtering", in Vesna Luzar-Stiffler, Iva Jarec and Zoran Bekic (eds.), Proceedings of the 32nd International Conference on Information Technology Interfaces - ITI 2010, pp. 225-230, June 21-24, Cavtat / Dubrovnik, Croatia, 2010. (abstract, PDF)

  52. Nakić D., Madzarov G., Đorđević D. , "Heartbeat Tracking Application for Mobile Devices - Arrhythmia Recognition Module", in Vesna Luzar-Stiffler, Iva Jarec and Zoran Bekic (eds.) Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces, June 21-24, Cavtat / Dubrovnik, Croatia, pp. 585-590, 2010. (abstract, PDF)

  53. Trojacanec K., Madzarov G., Gjorgjevikj D., Loskovska S., "Classification of Magnetic Resonance Images", in Vesna Luzar-Stiffler, Iva Jarec and Zoran Bekic (eds.) Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces, June 21-24, Cavtat / Dubrovnik, Croatia, pp. 597-602, 2010. (abstract, PDF)

  54. Madzarov G., Gjorgjevikj D. , "Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree", in Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh and Jacek M. Zurada (eds.) Lecture Notes in Artificial Intelligence, Vol. 6113/2010, pp. 437-444, Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010. (abstract, Full paper)

  55. Ikonomovska E., Gama J., Sebastiao R., Gjorgjevikj D. , "Regression Trees from Data Streams with Drift Detection", in Joao Gama, Vitor Santos Costa, Alipio Mario Jorge and Pavel B. Brazdil (eds.) Lecture Notes in Computer Science, Vol. 5808/2009, pp. 121-135, Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009. (abstract, Full paper)

  56. Маџаров Ѓ., Димитровски И., Лошковска С., Ѓорѓевиќ Д., "Хиерархиска класификација на видео податоци", Зборник на трудови на IX Национална конфетренција ЕТАИ со меѓународно учество - ЕТАИ 2009, pp. I5-4, Охрид, Македонија, 26-29 Септември, 2009. (abstract, PDF)

  57. Madzarov G., Gjorgjevikj D., Chorbev I., "A Multi-class SVM Classifier Utilizing Binary Decision Tree", Informatica, Vol. 33, No. 2, pp. 233-242, May 2009. (abstract, Full paper)

  58. Madzarov G., Gjorgjevikj D., Chorbev I., "Multi-Class Classification Using Support Vector Machines In Decision Tree Architecture", Proceedings of EUROCON 2009, pp. 306-313, Saint-Petersburg, Russia, May, 2009. (abstract, PDF)

  59. Loškovska S., Đorđević D., Stankovski M., "Doktorske studije u Makedoniji - šta predviđaju Zakon o visokom obrazovanju i Statut Univerziteta", Zbornik radova XV Skup TRENDOVI RAZVOJA: “DOKTORSKE STUDIJE U SRBIJI, REGIONU i EU”, pp. 23-26, Kopaonik, 2. –5. 03. 2009. (full paper)

  60. Đorđević D., Loškovska S., Stankovski M., "Drugi ciklus studija na Fakultetu za Elektrotehniku i Informaciske Tehnologije u Skoplju - Iskustva", Zbornik radova XV Skup TRENDOVI RAZVOJA: “DOKTORSKE STUDIJE U SRBIJI, REGIONU i EU”, pp. 168-171, Kopaonik, 2. –5. 03. 2009. (full paper)

  61. Madzarov Gj., Gjorgjevik D., Chorbev I., "Multi-class Classification using Support Vector Machines in Binary Tree Architecture", International Scientific Conference UNITECH'08, Proceedings Volume-I, ISSN 1313-230X, pp. 413-418, Gabrovo, Bulgaria, 21-22 November, 2008. (abstract, PDF)

  62. Madzarov Gj., Gjorgjevik D., Dimitrovski I., "A Multi-Class SVM Classifier Utilizing Binary Decision Tree", Proceedings of the 11th International Multiconference INFORMATION SOCIETY-IS 2008 Ljubljana, Proceedings Volume-A, ISSN 1581-9973, pp. 77-81, Ljubljana, SLOVENIA, 13-17 October 2008. (abstract, PDF)

  63. Madzarov Gj., Loskovska S., Dimitrovski I., Gjorgjevik D., "Comparison of Automatic Shot Boundary Detection Algorithms Based On Color, Edges and Wavelets", Proceedings of the 11th International Multiconference INFORMATION SOCIETY-IS 2008 Ljubljana, Proceedings Volume-A, ISSN 1581-9973, pp. 73-77, Ljubljana, SLOVENIA, 13-17 October 2008. (abstract, PDF)

  64. Dimitrovski I., Gjorgjevik D., Loskovska S., "Web-based Medical Image Retrieval System", Proceedings of Information Society – IS 2007, pp. 19-22, Ljubljana, SLOVENIA, 8-12 October 2007. (abstract, PDF)

  65. Ikonomovska E., Gorgevik D., "A Data Mining Approach to Performance Refinement of a Heuristic Algorithm", in Mile J. Stankovski (eds.), Proceedings of 8th National Conference with International Participation, ETAI 2007, pp. I6-1, Ohrid, Republic of MACEDONIA, 19-21 September 2007. (abstract, PDF)

  66. Ikonomovska E., Gorgevik D., Loskovska S., "A Survey of Stream Data Mining", in Mile J. Stankovski (eds.), Proceedings of 8th National Conference with International Participation, ETAI 2007, pp. I6-2, Ohrid, Republic of MACEDONIA, 19-21 September 2007. (abstract, PDF)

  67. Маџаров Ѓ., Ѓорѓевиќ Д., Икономовска Е., "Стебла од машини со носечки вектори за препознавање на примероци", Зборник на трудови на VIII Национална конфетренција ЕТАИ со меѓународно учество - ЕТАИ 2007, pp. I6-3, Охрид, Македонија, 19-21 Септември, 2007. (abstract, PDF)

  68. Икономовска Е., Делев Т., Димов З., Ѓорѓевиќ Д., "Web систем за електронско поднесување и рецензирање на трудови на научна конференција", Зборник на трудови на VIII Национална конфетренција ЕТАИ со меѓународно учество - ЕТАИ 2007, pp. I7-5, Охрид, Македонија, 19-21 Септември, 2007. (abstract, PDF)

  69. Ikonomovska E., Gorgevik D., Loskovska S., "Using Data Mining Technique for Coefficient Tuning of an Adaptive Tabu Search", Proceedings of EUROCON 2007, pp. 706-713, Warsaw, Poland, 2006. (abstract, PDF)

  70. Ikonomovska E., Chorbev I., Gorgevik D., Mihajlov D., "The Adaptive Tabu Search and Its Application to the Quadratic Assignment Problem", Proceedings of 9th International Multiconference - Information Society 2006, pp. 26-29, Ljubljana, Slovenia, 2006. (abstract, PDF)

  71. Gorgevik D., Cakmakov D., "Partitioning of the Feature Set for Classifier Cooperations", ИНЖЕНЕРСТВО - Journal of the Engineering Creation and Technology, pp. 27-36, UDC 32, year 2006, ISSN 1409-5564. (abstract, PDF)

  72. Gorgevik D., Cakmakov D., "Handwritten Digit Recognition by Combining SVM Classifiers", Proceedings of EUROCON 2005, pp. 1393-1396, Serbia & Montenegro, Belgrade, November 22-24, 2005. (abstract, PDF)

  73. Cakmakov D., Gorgevik D., "Handwritten Digit Recognition Using Classifier Cooperation Schemes", Proceedings of the 2nd Balkan Conference in Informatics, BCI 2005, pp. 23-30, Ohrid, November 17-19, 2005. (abstract, PDF)

  74. Gorgevik D., Cakmakov D., "Methods of Combining SVMs Applied to Handwritten Digit Recognition", in Mile J. Stankovski (eds.), Proceedings of 7th National Conference with International Participation, ETAI 2005, pp. I51-I55, Ohrid, Republic of MACEDONIA, 21–24 September 2005. (abstract, PDF)

  75. Gorgevik D., Cakmakov D., "An Efficient Three-Stage Classifier for Handwritten Digit Recognition", Proceedings of 17th Int. Conference on Pattern Recognition, ICPR2004, Vol. 4, pp. 507-510, IEEE Computer Society, Cambridge, UK, 23-26 August 2004. (abstract, PDF)

  76. Gorgevik D., "Classifier Combining for Handwritten Digit Recognition", Ph.D. dissertation, Faculty of Electrical Engineering, Skopje, Macedonia, June 2004. (abstract, dissertation in Macedonian)

  77. Gorgevik D., Cakmakov D., "Cooperation of Support Vector Machines for Handwritten Digit Recognition Trough Partitioning of the Feature Set", in Mile J. Stankovski (eds.), Proceedings of the Sixth National Conference With International Participation ETAI'2003, pp. I102‑I108, Ohrid, Republic of MACEDONIA, 17–20 September 2003. (abstract, PDF)

  78. Stamatovski I., Lazarevski S., Trajanoska M., Nikoloska A., Gorgevik D., "AktivX.net: WEB application for software activation", in Mile J. Stankovski (eds.), Proceedings of the Sixth National Conference With International Participation ETAI'2003, pp. I51‑I56, Ohrid, Republic of MACEDONIA, 17–20 September 2003. (abstract, PDF)

  79. Krstev I., Anovska E., Spasovska I., Gorgevik D., "Software Protection Using Activation Procedure", in Mile J. Stankovski (eds.), Proceedings of the Sixth National Conference With International Participation ETAI'2003, pp. I57‑I62, Ohrid, Republic of MACEDONIA, 17–20 September 2003. (abstract, PDF)

  80. Cakmakov D., Radevski V., Bennani Y., Gorgevik D., "Decision Fusion and Reliability Control in Handwritten Digit Recognition System", Journal of Computing and Information Technology - CIT, Vol. 10, No. 4, pp. 283-293, December 2002. (abstract, PDF)

  81. Gorgevik D., Cakmakov D., "Combining SVM Classifiers for Handwritten Digit Recognition", Proceedings of 16th Int. Conference on Pattern Recognition, ICPR2002, Vol. 3, pp. 102-105, IEEE Computer Society, Quebec City, Canada, 2002. (abstract, PDF)

  82. Gorgevik D., Cakmakov D., Radevski V., "Handwritten Digit Recognition Using Statistical and Rule Based Decision Fusion", Proceedings of 11th Mediterranean Electrotehnical Conference - MELECON ’2002, pp. 131-135, May 7-9, Cairo, Egypt, 2002. (abstract, PDF)

  83. Gorgevik D., Cakmakov D., Radevski V., "Handwritten Digit Recognition by Combining Support Vector Machines Using Rule-Based Reasoning", Proceedings of the 23th International Conference on INFORMATION TECHNOLOGY INTERFACES ITI 2001, pp. 139-144, June 19-22, Pula, Croatia, 2001. (abstract, PDF)

  84. Gorgevik D., Mihajlov D., Grcevski N., "A Simple System for Automatic Exam Scoring Using Optical Mark Reader", Proceedings of Second Balkan IFAC International Symposium APPLIED AUTOMATIC SYSTEMS AAS'2000, AAS7-3, 21–23 September, Ohrid, Republic of Macedonia, 2000. (abstract, PDF)

  85. Kraljevski I., Mihajlov D., Gorgevik D., "Hybrid HMM/ANN System for Speech Recognition of Macedonian Language", Proceedings of Fifth National Conference with International Participation ETAI’2000, I1-1, 21–23 September, Ohrid, Republic of Macedonia, 2000. (abstract, PDF in Macedonian)

  86. Gorgevik D., Mihajlov D., Grcevski N., "Korektor M – A Sofware Package for Spell Checking and Hyphenation of Macedonian Texts", Proceedings of Fifth National Conference with International Participation ETAI’2000, I1-2, 21–23 September, Ohrid, Republic of Macedonia, 2000. (abstract, PDF in Macedonian)

  87. Grcevski N., Mihajlov D., Gorgevik D., "System for Digital Processing, Storage and Internet Publishing of Printed Textual Documents", Proceedings of Fifth National Conference with International Participation ETAI’2000, I1-3, 21–23 September, Ohrid, Republic of Macedonia, 2000. (abstract, PDF)

  88. Đorđević D., Mihajlov D., "Weighted Voting of Multiple ALN Classifiers for OCR", Proceedings of the 20th International conference on Information Technology Interfaces – ITI’98, pp. 87-92, Pula, Croatia, 16-19 Jun 1998. (abstract, ps.gz)

  89. Gorgevik D., Josifovski Lj., Mihajlov D., "Word Candidate Generation in Cyrillic OCR Based on ALN Classifiers", Proceedings of 9th Mediterranean Electrotehnical Conference – melecon ’98, pp. 870-­874, Tel-Aviv, Israel, 18-20 May, 1998. (abstract, ps.gz)

  90. Josifovski Lj., Mihajlov D., Gorgevik D., "Speech Synthesizer Based on Time Domain Syllable Concatenation", Proceedings of the Speech and Computer SPECOM'97, pp. 27-30, Culj-Napoca, Romania, October, 1997. (abstract, ps.gz)

  91. Gorgevik D., "System for Optical Character Recognition of Macedonian Cyrillic Texts Aimed for Helping Visually Impaired Persons", master thesis, Faculty of Electrical Engineering, Skopje, October, 1997. (abstract, pdf in Macedonian)

  92. Josifovski Lj., Mihajlov D., Gorgevik D., Loskovska S., "Text-to-Speech Conversion for Macedonian as Part of a System for Support of Humans with Damaged Sight", Proceedings of the 18th International Conference on Information Technology Interfaces, pp. 61-66, ITI'96, Pula, Croatia, 18-21 June, 1996. (abstract, ps.gz)

  93. Gorgevik D., Josifovski Lj., Mihajlov D., "Character Shape Preclassification in Mixed Script OCR for Macedonian Language", Proceedings of the 18th International Conference on Information Technology Interfaces, pp. 55-60, ITI'96, Pula, Croatia, 18-21 June, 1996. (abstract, ps.gz)

  94. Josifovski Lj., Mihajlov D., Gorgevik D., "A System for Support of Humans with Damaged Sight: Text-to-Speech Conversion for Macedonian", Simpozijum o racunarskim naukama i informatici, Zbornik radova YU INFO '96, pp. 68, Brezovica, Srbija, April, 1996. (abstract, ps.gz)

  95. Gorgevik D., Mihajlov D., Josifovski Lj., "Computer System for Support of Humans with Damaged Sight: Subsystem for Optical Character Recognition of Printed Cyrillic Text", Simpozijum o racunarskim naukama i informatici, Zbornik radova YU INFO '95, Knjiga 3, pp. 240-243, Brezovica, Srbija, 1995. (abstract, ps.gz)

  96. Gorgevik D., Loskovska S., Mihajlov D., "Lindermayer system application on the human kidney arterial system", Proceedings of the 12th International Congress of the European Federation for Medical Informatics, pp.127-131, Lisbon, Portugal, May 1994. (abstract, ps.gz)

  97. Mihajlov D., Gorgevik D., Kotevska N., "Computerized Aiding System for Humans with Damaged Sight", 1st Balkan IFAC-type Conference on Applied Automatic systems, Preprints of Synopsis papers, pp. 53-54, Ohrid, Macedonia, September 1993. (abstract)

  98. Gorgevik D., Krstevski D., Buzalkova G., Mihajlov D., "CD-ROM BBS for distribution of freeware programs", 4-ti tematski ETAI simpozium so megunarodno ucestvo, Preprint na referatski sinopsisi, pp. 165-166, Ohrid, Macedonia, September, 1993. (in Macedonian)

  99. Loskovska S., Mihajlov D., Arnautovski V., Gorgevik D., "State with CIM education at Faculty of Electrical Engineering at Skopje", Workshop on CIM Education Proceedings, Wien, Austria, May 1993.

  100. Loskovska S., Mihajlov D., Gorgevik D., "Lindenmayer Systems Application on Human Body Organs", VI Simpozijum o informacionim tehnologijama, Sarjevo, 1992. (in Serbo-Croatian)

  101. Loskovska S., Mihajlov D., Gorgevik D., "Graphical Interpreter of Lindenmayer Systems", Zbornik radova XXXVI konferencije o elektronici, telekomunikacija, automatizaciji i nuklearnoj tehnici, Vol. 1992, pp. 413-420, Beograd, 1992. (in Serbo-Croatian)

  102. Gorgevik D., Stefanovski S., "Canonical Realization of Piecewise-linear electrical circuit of fourth order", Zbornik na trudovi na XXXI SUSEJ, Vrsar, 1991. (in Serbo-Croatian)

  103. Kocarev Lj., Gorgevik D., "Properties of Scattering Singularities in Modified Sinai's Billiard", XI Annual Information Workshop "Dynamic Days", Duseldorf, 1990.

  104. Gorgevik D., "Fractals in dynamical systems", Zbornik na trudovi na XXX SUSEJ, Rovinj, 1990. (in Serbo-Croatian)

 

    Books

  1. Дејан Ѓорѓевиќ, Душан Чакмаков, Комбинирање на класификатори за препознавање на примероци, Машински факултет - Скопје, ISBN 9989-2131-8-6, 2006. (PDF)

 

                       

 

created by Dejan Gjorgjevikj