Publikacije

• Wang, X; Xia, J; Zou, J; Huang, W; Matetić, Maja; Brkić Bakarić, Marija; Zhang, X. Pathways toward precise monitoring and low-carbon sustainability in fruit cold chain logistics: A solution enabled by flexible temperature sensing // Materials Today Sustainability, 24 (2023), 100592; S2589234723002798, 11. doi: https://doi.org/10.1016/j.mtsust.2023.100592.
• Brkić Bakarić, Marija; Načinović Prskalo, Lucia; Matetić, Maja. Insights Into Automatic Extraction of Metaphorical Collocations // Rasprave Instituta za hrvatski jezik i jezikoslovlje, Vol. 49 No. 1, 2 (2023), 49; 1, 32. doi: https://doi.org/10.31724/rihjj.49.1.1
• Brkić Bakarić, Marija ; Načinović Prskalo, Lucia ; Popović, Maja. A General Framework for Detecting Metaphorical Collocations // Proceedings of the LREC 2022 workshop on 18th Workshop on Multiword Expressions (MWE 2022) / Bhatia, Archna ; Cook, Paul ; Taslimipoor, Shiva ; Garcia, Marcos ; Ramisch, Carlos (ur.). Pariz: European Language Resources Association (ELRA), 2022. str. 3-8
• Brkić Bakarić, Marija ; Načinović Prskalo, Lucia ; Slavuj, Vanja. The LanGuide Project – Strengths and Threats // MIPRO / Skala, Karolj (ur.). 2022. str. 632-636 doi: 10.23919/MIPRO55190.2022.9803391
• Ivanovski, Tomislav ; Zhang, Xiaoshuan ; Jemrić, Tomislav ; Gulić, Marko ; Matetić, Maja. Peach firmness prediction using optimized regression trees models // Annals of DAAAM for … & proceedings of the … International DAAAM Symposium … / Katalinić, Branko (ur.). 2022. str. 0480-0489 doi: 10.2507/33rd.daaam.proceedings.067
• Tokić, Saša ; Panjkota, Ante ; Matetić, Maja. Machine learning for data analysis in football: A survey of methods and problems // Annals of DAAAM for … & proceedings of the … International DAAAM Symposium … / Katalinić, Branko (ur.). 2022. str. 0503-0510 doi: 10.2507/33rd.daaam.proceedings.070
• Ljubobratović, Dejan ; Vuković, Marko ; Brkić Bakarić, Marija ; Jemrić, Tomislav ; Matetić, Maja. Assessment of Various Machine Learning Models for Peach Maturity Prediction Using Non-Destructive Sensor Data // Sensors, 22 (2022), 15; 5791, 19. doi: 10.3390/s22155791
• Čumlievski, Nola ; Brkić Bakarić, Marija ; Matetić, Maja. A Smart Tourism Case Study: Classification of Accommodation Using Machine Learning Models Based on Accommodation Characteristics and Online Guest Reviews // Electronics (Basel), 11 (2022), 6; 11060913, 23. doi: 10.3390/electronics11060913
• Ljubobratović, Dejan ; Vuković, Marko ; Brkić Bakarić, Marija ; Jemrić, Tomislav ; Matetić, Maja. Utilization of Explainable Machine Learning Algorithms for Determination of Important Features in ‘Suncrest’ Peach Maturity Prediction // Electronics (Basel), 10 (2021), 24; 3115, 18. doi: 10.3390/electronics10243115
• Načinović Prskalo, Lucia ; Slavuj, Vanja ; Brkić Bakarić, Marija. Mobile Learning of Language for Specific Purposes: From Course Design to User TestingLanGuide project: Research and professional insights / Čebron, N. ; Cergol Gabrovec, J. ; Romanowski, P. (ur.) Koper: Založba Univerze na Primorskem, 2022. str. 63-83 doi: 10.26493/978-961-293-174-2.63-83
• Nacinovic Prskalo, Lucia ; Brkic Bakaric, Marija. Identification of Metaphorical Collocations in Different Languages – Similarities and DifferencesText, Speech, and Dialogue. TSD 2022. Lecture Notes in Computer Science. Vol. 13502. / Sojka, P. ; Horák, A. ; Kopeček, I. ; Pala, K. (ur.) Cham: Springer, 2022. str. 102-112 doi: 10.1007/978-3-031-16270-1_9
• Popović, Maja ; Poncelas, Alberto ; Brkić Bakarić, Marija ; Way, Andy. On Machine Translation of User Reviews // Proceedings of Recent Advances in Natural Language Processing ({; ; {; ; RANLP}; ; }; ; ) / Angelova, Galia ; Kunilovskaya, Maria ; Mitkov, Ruslan ; Nikolova-Koleva, Ivelina (ur.). 2021. str. 1113-1122
• Slavuj, Vanja ; Nacinovic Prskalo, Lucia ; Brkic Bakaric Marija. Automatic generation of language exercises based on a universal methodology: An analysis of possibilities // Bulletin of the Transilvania University of Braşov. Series IV Philology. Cultural Studies, 14 (2021), 2; 29-48. doi: 10.31926/but.pcs.2021.63.14.2.3
• Jurić, Petar ; Brkić Bakarić, Marija ; Matetić, Maja. Implementing M-Learning System for Learning Mathematics Through Computer Games and Applying Neural Networks for Content Similarity Analysis of an Integrated Social Network // International journal of interactive mobile technologies, 15 (2021), 13; 145-161. doi: 10.3991/ijim.v15i13.22185
• Jurić, Petar ; Brkić Bakarić, Marija ; Matetić, Maja. Cognitive predispositions of students for STEM success and differences in solving problems in the computer game for learning mathematics // International journal of engineering pedadogy, 11 (2021), 4; 81-95. doi: 10.3991/ijep.v11i4.20587
• Juric, Petar ; Brkic Bakaric, Marija ; Matetic, Maja. Detecting Students Gifted in Mathematics with Stream Mining and Concept Drift Based M-Learning Models Integrating Educational Computer Games // International journal: emerging technologies in learning, 16 (2021), 12; 155-168
• Juric, Petar ; Brkic Bakaric, Marija ; Matetic, Maja. Motivational Elements in Computer Games for Learning Mathematics // International journal: emerging technologies in learning, 16 (2021), 10; 275-287
• Brkić Bakarić, Marija ; Babić, Nikola ; Matetić, Maja. Application-based Evaluation of Automatic Terminology Extraction // International journal of advanced computer science & applications, 12 (2021), 1; 18-27
• Popovic, Maja ; Poncelas, Alberto ; Brkic, Marija ; Way, Andy. Neural Machine Translation for translating into Croatian and Serbian // Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects / Zampier, Marco ; Nakov, Preslav ; Ljubešić, Nikola ; Tiedemann ; Jörg, Scherrer, Yves (ur.). Barcelona: International Committee on Computational Linguistics (ICCL), 2020. str. 102-113
• Ljubobratovic, Dejan ; Guoxiang, Zhang ; Brkic Bakaric, Marija ; Jemric, Tomislav ; Matetic, Maja. Predicting Peach Fruit Ripeness Using Explainable Machine Learning // Annals of DAAAM for … & proceedings of the … International DAAAM Symposium …. 2020. str. 0717-0723 doi: 10.2507/31st.daaam.proceedings.099
• Botunac, Ive ; Pabjkota, Ante ; Matetić, Maja. The Effect of Feature Selection on the Performance of Long Short-Therm Memory Neural Network in Stock Market Predictions. Mostar: DAAAM International Vienna, 2020. doi: 10.2507/31st.daaam.proceedings.081
• Manojlovic, Maja ; Nacinovic Prskalo, Lucia ; Brkic Bakaric, Maja. An Empirical Investigation into Advantages and Disadvantages of Selected CAT Tools – a Freelance Perspective // SKASE Journal of translation and interpretation, 13 (2020), 2; 79-95
• Ivanovski, Tomislav ; Zhang, Guoxiang ; Jemrić, Tomislav ; Gulić, Marko ; Matetić, Maja. Fruit firmness prediction using multiple linear regression // MIPRO / Skala, Karolj (ur.). 2020. str. 1570-1575
• Zhang, Guoxiang ; Fu, Qiqi ; Fu, Zetian ; Li, Xinxing ; Matetić, Maja ; Brkić Bakarić, Marija ; Jemrić, Tomislav. A Comprehensive Peach Fruit Quality Evaluation Method for Grading and Consumption // Applied sciences (Basel), 10 (2020), 4; 1348, 11. doi: 10.3390/app10041348
• Lalli Paćelat, Ivana ; Brkić Bakarić, Marija ; Matticchio, Isabella. Službena dvojezičnost u Istarskoj županiji: stanje i perspektive // Rasprave Instituta za hrvatski jezik i jezikoslovlje, 46 (2020), 2; 351-373. doi: doi.org/10.31724/rihjj.46.2.20
• Brkić Bakarić, Marija ; Mesić, Karolina ; Načinović Prskalo, Lucia. The prospects of karaoke as a teaching method in primary education // The Turkish online journal of educational technology, 19 (2020), 4; 111-122
• Brkic Bakaric, Marija ; Tonkovic, Kristina ; Nacinovic Prskalo, Lucia. Clash between Segment-level MT Error Analysis and Selected Lexical Similarity Metrics // International journal of advanced computer science & applications, 11 (2020), 5; 35-42. doi: 10.14569/ijacsa.2020.0110506
• Ljubobratović, Dejan ; Matetić, Maja. Using LMS Activity Logs to Predict Student Failure with Random Forest Algorithm // Proceedings of the 7th International ConferenceThe Future of Information Sciences (INFuture 2019), Zagreb, 21-22- November 2019 / Bago, P. ; Hebrang Grgić, I. ; Ivanjko, T. ; Juričić, V. ; Miklošević, Ž. ; Stublić, H. (ur.). Zagreb: Faculty of Humanities and Social Sciences, Department of Information Sciences, 2019. str. 113-119 doi: 10.17234/INFUTURE.2019.14
• Botunac, Ive ; Panjkota, Ante ; Matetić, Maja. The importance of time series data filtering for predicting the direction of stock market movement using neural networks // Annals of DAAAM for … & proceedings of the … International DAAAM Symposium …. 2019. str. 886-891 doi: 10.2507/30th.daaam.proceedings.123
• Brkic Bakaric, Marija ; Lalli Pacelat, Ivana. Parallel Corpus of Croatian-Italian Administrative Texts // Proceedings of the 2nd Workshop on Human- Informed Translation and Interpreting Technology (HiT-IT 2019) / Temnikova, I. ; Orăsan, C. ; Corpas Pastor, G. ; Mitkov, R. (ur.). 2019. str. 11-18 doi: 10.26615/issn.2683-0078.2019_002
• Pauletić, Iva ; Načinović Prskalo, Lucia ; Brkić Bakarić, Marija. An Overview of Clustering Models with an Application to Document Clustering // Proceedings of the 42nd International Convention MIPRO 2019, Computers in Education / Skala, Karolj (ur.). Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku – MIPRO, 2019. str. 1928-1933
• Brkic Bakaric, Marija. Teaching Computer-assisted Translation: A Proposal for Course Content // MIPRO / Skala, Karolj (ur.). 2019. str. 996-1001
  Lalli Paćelat, Ivana ; Brkić Bakarić, Marija ; Matticchio, Isabella. Razvoj prijevodnih tehnologija kao potpora službenoj dvojezičnosti u Istarskoj županiji – početni koraci // E-rječnici i e-leksikografija. Knjižica sažetaka // E- dictionaries and E-lexicography. Book of abstracts / Hudeček, Lana ; Mihaljević, Milica ; Brač, Ivana (ur.). Zagreb: Institut za hrvatski jezik i jezikoslovlje (IHJJ), 2019. str. 87-88
• Lalli Paćelat, Ivana ; Brkić Bakarić, Marija ; Vičić, Jernej ; Matticchio, Isabella ; Grčić Simeunović, Larisa ; Kovačić, Vinko ; Paolucci, Sandro ; Lenassi, Nives. Službena dvojezičnost u slovenskoj i hrvatskoj Istri: primjer prevođenja administrativnih tekstova // ZNAČENJE U JEZIKU – OD INDIVIDUALNOGA DO KOLEKTIVNOGA. Knjiga sažetaka // MEANING IN LANGUAGE – FROM INDIVIDUAL TO COLLECTIVE. Book of Abstracts / Matešić, M. ; Nigoević, Magdalena (ur.). Srednja Europa ; Hrvatsko društvo za primijenjenu lingvistiku (HDPL), 2019. str. 53-53
• Vrancich, Maja ; Matetić, Maja. Exploratory data analysis of stream data in sports medicine domain // Proceedings of the 22th international multiconference information society—IS /
• Blažica, Bojan ; Čopič Pucihar, Klen ; Kljun, Matjaž ; Kožuh, Ines ; Žabkar, Jure (ur.). Ljubljana: Institut Jožef Stefan, 2019. str. 13-16
• Matetić, Maja ; Čanić, Josip ; Brkić Bakarić, Marija. Istraživačka analiza i model logističke regresije aktivnosti u LMS sustavu // MIPRO / Skala, Karolj (ur.). 2019. str. 599-604
• Matetić, Maja. Mining Learning Management System Data Using Interpretable Neural Networks // MIPRO / Skala, Karolj (ur.). 2019. str. 1487-1492 doi: 10.23919/MIPRO.2019.8757113
• Majcunić, Suzana ; Matetić, Maja ; Brkić Bakarić, Marija. TRANSLATION ERROR ANALYSIS IN TREAT: A WINDOWS APP USING THE MQM FRAMEWORK // Zbornik Veleučilišta u Rijeci / Journal of the Polytechnic of Rijeka, 7 (2019), 1; 149-162. doi: 10.31784/zvr.7.1.7
• Muškardin, Edi ; Brkić Bakarić, Marija ; Matetić, Maja. Implementation of Hashing Algorithms in Stream Mining // Proceedings of International Conference on Smart Systems and Technologies 2018 (SST). Osijek: Fakultet elektrotehnike, računarstva i informacijskih tehnologija Sveučilišta Josipa Jurja Strossmayera u Osijeku, 2018. str. 233-238 doi: 10.1109/SST.2018.8564602
• Nacinovic Prskalo, L.; Brkic Bakaric, M. The role of homograms in machine translation. International journal of machine learning and computing. Vol. 8, pp. 90-97, 2018. http://www.ijmlc.org/list-77-1.html
• Glavaš, M.; Brkić Bakarić, M.; Matetić, M. Applying advanced linear models in the task of predicting student success. // Proceedings of 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Petar Biljanović (ur.), 820-824, 2018.
• Sisovic, S.; Brkic Bakaric, M.; Matetic, M. Reducing data stream complexity by applying Count-Min algorithm and discretization procedure. // 2018 IEEE Fourth International Conference on Big Data Computing Service and Applications, 221-228, 2018.
• Nacinovic Prskalo, Lucia; Brkic Bakaric, Marija. Disambiguation of Homograms in a Pitch Accent Language // Proceedings of 2017 International Conference on Computer Science and Artificial Intelligence, 32-37, 2017.
• Manojlovic, M.; Dajak, L.;  Brkic Bakaric, M. Idioms in state-of-the-art Croatian-English and English-Croatian SMT systems // Proceedings of the MIPRO 2017 40th Jubilee International Convention / Petar Biljanović (ur.), Rijeka: GRAFIK,  1798-1802, 2017.
• Xiao, Xinqing; Li, Zhigang; Matetic, Maja; Brkic Bakaric, Marija; Xiaoshuan Zhang. Energy-efficient sensing method for table grapes cold chain management. // Journal of cleaner production. 152 (2017); 77-87
• Wang, Xiang; He, Qile; Matetic, Maja; Jemric, Tomislav; Zhang, Xiaoshuan. Development and evaluation on a Wireless Multi- Gas- Sensors System for improving traceability and transparency of table grape cold chain. // Computers and electronics in agriculture. 135 (2017) ; 195-207
• Wang, Xiang; Matetić, Maja; Zhou, Huijuan; Zhang, Xiaoshuan; Jemric, Tomislav. Postharvest quality monitoring and variance analysis of peach and nectarine cold chain with multi-sensors technology. // Applied Sciences-Basel. 7 (2017) , 2; 133-145, Multidisciplinary Digital Publishing Institute
• Petar Juric, Marija Brkic Bakaric, Xiang Wang, Xiaoshuan Zhang, Maja Matetic. Mining Data Streams for the Analysis of Parameter Fluctuations in IoT-Aided Fruit Cold-Chain // Proceedings of the 27th International DAAAM Symposium on Intelligent Manufacturing and Automation 2016 / Branko Katalinic (ur.), Mostar, Bosnia and Herzegovina. : Vienna, Austria : DAAAM International, 756-761, 2016.
• Sisovic, Sabina, Maja Matetic, and Marija Brkic Bakaric. “Clustering of imbalanced moodle data for early alert of student failure.” U 2016 IEEE 14th International Symposium on Applied Machine Intelligence and Informatics (SAMI), pp. 165-170. IEEE, 2016.
• Šišovic, Sabina, Martincic-Ipsic, Sanda; Mestrovic, Ana; Toward Network-based Keyword Extraction from Multitopic Web Documents; Social sciences via network analysis and computation Kanduč, Tadej Peter Lang Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien 2015. http://www.peterlang.com/index.cfm?event=cmp.ccc.seitenstruktur.detailseiten&seitentyp=produkt&pk=87415
• Juric, Petar; Matetic, Maja; Brkic Marija: „Game-based Learning and Social Media API in Higher Education“. Applied modelling and computing in social science (ur. Povh, Janez). 2015.
  http://www.peterlang.com/index.cfm?event=cmp.ccc.seitenstruktur.detailseiten&seitentyp=produkt&p=87447&cid=448k
• Sisovic, Sabina; Matetic, Maja; Brkic Bakaric, Marija: „Mining Student Data to Assess the Impact of Moodle Activities and Prior Knowledge on Programming Course Success“. U Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015.
• Matetic, Maja; Brkic Bakaric, Marija; Sisovic, Sabina: „Association Rule Mining and Visualization of Introductory Programming Course Activities“. U Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015.
• Brkic Bakaric, Marija; Matetic, Maja; Sisovic, Sabina: „Text Mining Student Reports“. U Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015.
• Perušic Hrženjak, Maja; Matetic, Maja; Brkic Bakaric, Marija: „Mining Association Rules in Learning Management Systems“. U Proceedings of the 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2015), 1087 – 1092, 2015.
• Brkic, Marija; Matetic, Maja; Seljan, Sanja. Pseudo-lemmatization in Croatian-English SMT // Proceedings of the Central European Conference on Information and Intelligent Systems / Hunjak, T. ; Lovrenčić, S. ; Tomičić, I. (ur.). Varaždin : Faculty of Organization and Informatics, University of Zagreb, 242-249, 2014.
• Juric, Petar; Matetic, Maja; Brkic, Marija. Game-based Learning and Social Media API in Higher Education, 6th International Conference on Information Technologies and Information Society – ITIS2014, Boshkoska, Biljana Mileva ; Levnajić, Zoran (ur.). Novo mesto, Slovenija, 2014.
• Juric, Petar; Matetic, Maja; Brkic, Marija, Data Mining of Computer Game Assisted e/m-learning Systems in Higher Education, 37th International Convention MIPRO, Petar Biljanovic (ur.), Opatija, 868-872, 2014.
• Trošelj, Marin; Matetic, Maja; Tkalcic, Mladenka; Brkic, Marija; Pahljina, Pavao, Development of an Online Multimedia Course, 37th International Convention MIPRO, Petar Biljanovic (ur.), Opatija, 845-849, 2014.

Prezentacije:

• Šišovic, Sabina; Matetic, Maja; Brkic Bakaric, Marija, Assessing the impact of prior knowledge and Moodle activities in programming courses by data and text mining”, Software Engineering – Computer Science Education and Research Cooperation” , supported by DAAD and Stability Pact for South Eastern Europe, radionica, Bohinjska Bistrica, Slovenija, 2014.
• Brkic, Marija; Matetic, Maja Predictors of Programming Performance in the Successor Course; “Software Engineering – Computer Science Education and Research Cooperation” , supported by DAAD and Stability Pact for South Eastern Europe; radionica, Sinaia, Romania, 2014.