Ponedjeljak 6. Svibanj 2024
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Autorske knjige
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Poglavlja u knjizi
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Udžbenici i skripta
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Izvorni znanstveni i pregledni radovi u CC časopisima
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1. Sluban, Borut; Gamberger, Dragan; Lavrač, Nada.
Ensemble-based noise detection: noise ranking and visual performance evaluation. // Data mining and knowledge discovery. 28 (2014) , 2; 265-303 (članak, znanstveni).
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2. Gamberger, Dragan; Šmuc, Tomislav.
Good Governance Problems and Recent Financial Crises in Some EU Countries. // Economics-The Open Access Open-Assessment E-Journal. 7 (2013) ; (članak, znanstveni).
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3. Radivojac, Predrag; ...; Škunca, Nives; Supek, Fran; Bošnjak, Matko; ...; Šmuc, Tomislav; ...; Friedberg, Iddo.
A large-scale evaluation of computational protein function prediction. // Nature methods. 10 (2013) , 3; 221-227 (članak, znanstveni).
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4. Krstačić, Goran; Parati, Gianfranco; Gamberger, Dragan; Castiglioni, Paolo; Krstačić, Antonija; Steiner, Robert.
Heart rate variability and nonlinear dynamic
analysis in patients with stress-induced
cardiomyopathy. // Medical & biological engineering & computing. 50 (2012) , 10; 1037-1046 (članak, znanstveni).
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5. du Plessis, Louis; Škunca, Nives; Dessimoz, Christopher.
The what, where, how and why of gene ontology - a primer for bioinformaticians. // Briefings in bioinformatics. 12 (2011) , 6; 723-735 (pregledni rad, znanstveni).
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6. Jagnjić, Željko; Bogunović, Nikola; Pižeta, Ivanka; Jović, Franjo.
Time series classification based on qualitative space fragmentation. // Advanced engineering informatics. 23 (2009) , 1; 116-129 (članak, znanstveni).
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7. Kralj Novak, Petra; Lavrač, Nada; Gamberger, Dragan; Krstačić, Antonija.
CSM-SD : Methodology for contrast set mining through subgroup discovery. // Journal of biomedical informatics. 42 (2009) , 1; 113-122 (članak, znanstveni).
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8. Štajduhar, Ivan; Dalbelo Bašić, Bojana; Bogunović, Nikola.
Impact of censoring on learning Bayesian networks in survival modelling. // Artificial intelligence in medicine. 47 (2009) , 3; 199-217 (članak, znanstveni).
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9. Gamberger, Dragan; Lavrač, Nada; Krstačić, Antonija; Krstačić, Goran.
Clinical data analysis based on iterative subgroup discovery: Experiments in brain ischaemia data analysis. // Applied intelligence (Boston). 27 (2007) ; 205-217 (članak, znanstveni).
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Znanstveni radovi u drugim časopisima
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1. Ríos-Morales, Ruth; Gamberger, Dragan; Ursprung, Dominique; Schweizer, Max.
The Impact of Bilateral Investment Treaties on Foreign Direct Investment in Switzerland. // The Mexican journal of economics and finance. 9 (2014) , 1; 1-18 (članak, znanstveni).
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2. Gamberger, Dragan; Krstačić, Goran; Jović, Alan.
A novel way of integrating rule based knowledge
into a web ontology language framework. // Studies in health technology and informatics. 186 (2013) ; 51-55 (članak, znanstveni).
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3. Rios-Morales, Ruth; Gamberger, Dragan; Schweizer, Max; Brennan Louis.
Institutional Environment Features and Swiss Foreign Direct Investment. // Global business & economics review. 10 (2013) , 2-3; 196-209 (članak, znanstveni).
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4. Jović, Alan; Gamberger, Dragan; Krstačić, Goran.
Heart Failure Ontology. // Bio-Algorithms and Med-Systems. 7 (2011) , 2; 101-110 (članak, znanstveni).
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5. Rios-Morales, Ruth; Gamberger, Dragan; Jenkins, Ian; Šmuc, Tomislav.
Modelling investment in the tourism industry using the World Bank's good governance indicators. // Journal of modelling in management. 6 (2011) , 3; 279-296 (članak, znanstveni).
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6. Kononowicz, Andrzej; Styczkiewicz, Katarzyna; Bacior, Bogumila; Bošnjak, Matko; Horvat, Rajko; Prcela, Marin; Gamberger, Dragan; Sciacqua, Angela; Valentini, Maria Consuelo; Kawecka-Jaszcz, Kalina; Parati, Gianfranco; Conforti, Domenico.
HEARTFAID's ECRF: Lessons learnt from using a two-level data acquisition and storage system for knowledge discovery tasks within an electronic platform for managing heart failure patients. // Bio-Algorithms and Med-Systems. 5 (2009) , 10; 59-69 (članak, znanstveni).
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7. Rios-Morales, Ruth; Gamberger, Dragan; Šmuc, Tomislav; Azuaje, Francisco.
Innovative methods in assessing political risk for business internationalization. // Research in international business and finance. 23 (2009) ; 144-156 (članak, znanstveni).
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8. Džulijana, Popović; Dalbelo Bašić, Bojana.
Churn prediction model in retail banking using fuzzy c-means clustering. // Informatica. 33 (2008) , 2; 243-247 (članak, znanstveni).
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9. Krstačić, Goran; Gamberger, Dragan; Krstačić, Antonija; Šmuc, Tomislav; Miličić, Davor.
The Chaos Theory and Non-linear Dynamics in Heart
Rate Variability in Patients with Heart Failure. // Computers in cardiology. 35 (2008) ; 957-959 (članak, znanstveni).
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10. Lambach, Daniel; Gamberger, Dragan.
Temporal Analysis of Political Instability Through Descriptive Subgroup Discovery. // Conflict Management and Peace Science. 25 (2008) ; 19-32 (članak, znanstveni).
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11. Prcela, Marin; Gamberger, Dragan; Jović, Alan.
Semantic Web Ontology Utilization for Heart Failure Expert System Design. // Studies in health technology and informatics. 136 (2008) ; 851-856 (članak, znanstveni).
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12. Conforti, Domenico; Costanzo, Domenico; Lagani, Vincenzo; Perticone, Francesco; Parati, Gianfranco; Kawecka-Jaszcz, Kalina; Marsh, Andrew; Biniaris, Christos; Stratakis, Manolis; Fontanelli, Riccardo; Guerri, Davide; Salvetti, Ovidio; Tsiknakis, Manolis; Chiarugi, Franco; Gamberger, Dragan; Valentini, Mariaconsuelo.
HEARTFAID: A knowledge based platform for supporting the clinical management of elderly patients with heart failure. // The journal on information technology in healthcare. 4 (2006) , 5; 283-300 (članak, znanstveni).
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Znanstveni radovi u zbornicima skupova s međunar.rec.
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1. Gamberger, Dragan; Lučanin, Dražen; Šmuc, Tomislav.
Analysis of World Bank Indicators for Countries with Banking Crises by Subgroup Discovery Induction // Mipro-2013 Proceedings / Biljanović, Petar (ur.).
Rijeka, 2013. 1433-1437 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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2. Gamberger, Dragan; Lučanin, Dražen; Šmuc, Tomislav.
Descriptive modeling of systemic banking crises // Discovery Science 15th International Conference, DS 2012 / Ganascia, J-G ; Lenca, P. ; Petit, J-M (ur.).
Heidelberg : Springer, 2012. 67-80 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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3. Prcela, Marin; Gamberger, Dragan; Šmuc, Tomislav; Bogunović, Nikola.
Information gain of structured medical diagnostic tests: Integration of Bayesian networks and ontologies // Proceedings of International Conference on Biomedical Engineering Systems and Technologies / Fred, Ana ; Filipe, Joaquim ; Gamboa, Hugo ; (ur.).
Institute for Systems and Technologies of Information, Control and Communication, 2010. 235-240 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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4. Sluban, Borut; Gamberger, Dragan; Lavrač, Nada.
Advances in Class Noise Detection // Proc. of 19th European Conference on Artificiel Intelligence, ECAI 2010 / Coelho, Helder ; Studer, Rudi ; Wooldridge, Michael (ur.).
2010. 1105-1106 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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5. Bogunović, Nikola; Jagnjć, Željko; Jović, Franjo.
Relevance of Qualitative Subjective Visual Attributes to Signal Categorization // The 14th IEEE Mediterranean Electrozechnical Conference Proceedings / Capolino, Gerard-Andre (ur.).
Ajaccio : Institute of Electrical and Electronics Engineers (IEEE), 2008. 835-840 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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6. Bogunović, Nikola; Šmuc, Tomislav.
Applicability of Qualitative ECG Processing to Wearable Computing // Proceedings of the 5th International Workshop and Symposium on Wearable and Implanzable Body Sensor Networks / Zhang, Yuan-ting (ur.).
Hong Kong : Institute of Electrical and Electronics Engineers (IEEE), 2008. 133-136 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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7. Gamberger, Dragan; Lavrač, Nada; Fuernkranz, Johannes.
Handling Unknown and Imprecise Attribute Values in Propositional Rule Learning: A Feature-Based Approach // PRICAI 2008: Trends in Artificial Intelligence / Ho, Tu-Bao ; Zhou, Zhi-Hua (ur.).
Berlin : Heidelberg : Springer, 2008. 636-645 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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8. Gamberger, Dragan; Prcela, Marin; Bošnjak Matko.
Attribute Ranking for Intelligent Data Analysis in Medical Applications // Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces / Lužar-Štiffler, Vesna ; Hlju-Dobrić, Vesna ; Bekić, Zoran (ur.).
Zagreb : Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2008. 323-328 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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9. Gamberger, Dragan; Prcela, Marin; Jović, Alan; Šmuc, Tomislav; Parati, Ganfranco; Valentini, Mariaconsuelo; Kawecka-Jaszcz, Kalina; Styczkiewicz, Katarzyna; Kononowicz, Andrzej; Candelieri, Antonio; Conforti, Domenico; Guido, Rosita.
Medical knowledge representation within Heartfaid platform // BIOSTEC 2008.
INSTICC Institute for Systems and Technologies of Information, Control and Communication, 2008. 307-314 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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10. Jović, Alan; Bogunović, Nikola.
Analysis of ECG Records using ECG Chaos Extractor Platform and Weka System // Proceedings of the ITI 2008 30th International Conference on Information Technology Interfaces / Luzar-Stiffler, Vesna ; Hljuz Dobrić, Vesna ; Bekić, Zoran (ur.).
Zagreb : Institute of Electrical and Electronics Engineers (IEEE), 2008. 347-352 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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11. Gamberger, Dragan; Lavrač, Nada.
Supporting factors in descriptive analysis of brain ischaemia // Artificial Intelligence in Medicine / Belazzi, Riccardo ; Abu-Hanna, Ameen ; Hunter, Jim (ur.).
Berlin : Heidelberg : Springer, 2007. 155-159 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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12. Jović, Alan; Bogunović, Nikola.
Feature Extraction for ECG Time-Series Mining Based on Chaos Theory // Proceedings of the ITI 2007 29th International Conference on Information Technology Interfaces / Luzar - Stiffler, Vesna ; Hljuz Dobric, Vesna (ur.).
Zagreb, 2007. 63-68 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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13. Jović, Alan; Prcela, Marin; Krstačić, Goran.
Medical Plans as a Middle Step in Building Heart Failure Expert System // Proceedings of MEDICON 2007 / Jarm, Tomaz ; Kramar Peter ; Zupanic, Anze (ur.).
Springer, 2007. 549-553 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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14. Kralj, Petra; Lavrač, Nada; Gamberger, Dragan; Krstačić, Antonija.
Contrast Set Mining through Subgroup Discovery Applied to Brain Ischaemia Data // Advances in Knowledge Discovery and Data Mining 11th Pacific-Asia Conference PAKDD 2007 / Zhou, Zhi-Hua ; Li, Hang ; Yang, Qiang (ur.).
Berlin : Heidelberg : Springer, 2007. 579-586 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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15. Kralj, Petra; Lavrač, Nada; Gamberger, Dragan; Krstačić, Antonija.
Contrast Set Mining for Distinguishing between Similar Diseases // Artificial Intelligence in Medicine / Belazzi, Ricarrdo ; Abu-Hanna, Ameen ; Hunter, Jim (ur.).
Berlin : Heidelberg : Springer, 2007. 109-118 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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16. Lavrač, Nada; Kralj, Petra; Gamberger, Dragan; Krstačić, Antonija.
Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data // Proceedings of MEDICON 2007 / Jarm, Tomaz ; Kramar Peter ; Zupanic, Anze (ur.).
Springer, 2007. 157-161 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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17. Prcela, Marin; Gamberger, Dragan; Bogunović, Nikola.
Developing Factual Knowledge from Medical Data by Composing Ontology Structures // Proceedings of MIPRO 2007, Vol. III. / Budin, Leo ; Ribarić, Slobodan (ur.).
Rijeka : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2007. 145-150 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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Sažeci u zbornicima skupova
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1. Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, Saso.
Functional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009.
(poster,međunarodna recenzija,sažetak,znanstveni).
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2. Supek, Fran; Škunca, Nives; Šmuc, Tomislav.
Redundancy Elimination and Visualization of Gene Ontology Term Lists // ISMB & ECCB 2009.
(poster,međunarodna recenzija,sažetak,znanstveni).
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3. Gamberger, Dragan.
HEARTFAID project: Integration of knowledge discovery, knowledge representation, and decision support functionality // Book of Abstracts - KDSA 2008, Workshop on Knowledge Discovery in Scientific Applications / Gamberger, Dragan (ur.). - Zagreb : IRB , 2008. / Gamberger, Dragan (ur.).
Zagreb, 2008. (predavanje,sažetak,znanstveni).
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4. Jović, Alan.
HEARTFAID medical ontology // Book of Abstracts - KDSA 2008, Workshop on Knowledge Discovery in Scientific Applications / Gamberger, Dragan (ur.).
Zagreb : Institut Ruđer Bošković, 2008. (predavanje,sažetak,znanstveni).
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