Pregled po CROSBI profilu: Goran Klepac (CROSBI Profil: 22777, MBZ: 282674)
Pronađeno 62 radova
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1.Klepac, Goran; Mršić, Leo; Kopal, RobertAdvanced Portfolio Management in Big Data Environments With Machine Learning and Advanced Analytical Techniques // Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning / Habib k., Maki (ur.).
Hershey (PA): IGI Global, 2022. str. 178-192 doi:10.4018/978-1-7998-8686-0_16 -
2.Dutta, Tulika; Bhattacharyya, Siddhartha; Platos, Jan; Snasel, Vaclav; Mršić, LeoAutomated Hyperspectral Image Clustering Using Multilevel Quantum Differential Evolution on Quantum Hardware
(2021) -
3.Klepac, Goran; Kopal, Robert; Mršić, LeoEarly Warning System Framework Proposal, Based on Big Data Environment // International Journal of Artificial Intelligence and Machine Learning, 9 (2019), 1; 35-66 (međunarodna recenzija, članak, znanstveni)
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4.Klepac, Goran; Mrsic, LeoBayesian Networks and Evolutionary Algorithms as a Tool for Portfolio Simulation and Optimization // Metaheuristic Approaches to Portfolio Optimization / Jhuma, Ray ; Anirban, Mukherjee ; Sadhan, Kumar, Dey ; Klepac, Goran (ur.)., 2019. str. 60-81 doi:10.4018/978-1-5225-8103-1.ch003
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5.Metaheuristic Approaches to Portfolio Optimization / Klepac, goran (ur.), 2019 (monografija) doi:10.4018/978-1-5225-8103-1
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6.Klepac, Goran; Berg, KristiProposal of Analytical Model for Business Problems Solving in Big Data Environment // Web Services: Concepts, Methodologies, Tools, and Applications (4 Volumes) / IRMA (ur.)., 2019. str. 618-638 doi:10.4018/978-1-5225-7501-6.ch034
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7.Klepac, GoranFinding Optimal Input Values for Desired Target Output by Using Particle Swarm Optimization Algorithm Within Probabilistic Models // Incorporating Nature-Inspired Paradigms in Computational Applications / Khosrow-Pour, Mehdi. (ur.).
Hershey (PA): IGI Global, 2018. str. 76-107 doi:10.4018/978-1-5225-5020-4.ch003 -
8.Klepac, GoranCognitive Data Science Automatic Fraud Detection Solution, Based on Benford’S Law, Fuzzy Logic with Elements of Machine Learning // Cognitive Computing for Big Data Systems Over IoT / Sangaiah, A ; Thangavelu, A ; Meenakshi Sundaram, V (ur.).
Cham: Springer, 2018. str. 79-95 doi:10.1007/978-3-319-70688-7_4 -
9.Klepac, Goran; Kopal, Robert; Mršić, LeoSocial Network Metrics Integration into Fuzzy Expert System and Bayesian Network for Better Data Science Solution Performance // Hybrid Intelligence for Social Networks / Banati, Hema ; Bhattacharyya, Siddhartha ; Mani, Ashish ; Koppen, Mario (ur.).
Cham: Springer, 2017. str. 25-45 doi:10.1007/978-3-319-65139-2_2 -
10.Klepac, GoranHandbook of Research on Emergent Applications of Optimization Algorithms, 2017. (podatak o recenziji nije dostupan, ostali članci/prilozi).
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11.Klepac, Goran; Kopal, Robert; Mršić, LeoA New Paradigm in Fraud Detection Modeling Using Predictive Models, Fuzzy Expert Systems, Social Network Analysis, and Unstructured Data // Computational Intelligence Applications in Business Intelligence and Big Data Analytics / Vijayan Sugumaran, Arun Kumar Sangaiah, Arunkumar Thangavelu (ur.)., 2017. str. 141-179
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12.Intelligent Analysis of Multimedia Information / Bhattacharyya, Siddhartha ; Bhaumik, Hrishikesh ; De, Sourav ; Klepac, Goran (ur.), 2017 (monografija)
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13.Klepac, Goran; Kopal, Robert; Mršić, LeoAnalyzing Slavic Textual Sentiment Using Deep Convolutional Neural Networks // Intelligent Decision Support Systems for Sustainable Computing / Arun Kumar Sangaiah, Ajith Abraham, Patrick Siarry, Michael Sheng (ur.)., 2017. str. 207-224
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14.Klepac, GoranIntegration of Different Analytical Concepts on Multimedia Contents in Service of Intelligent Knowledge Extraction // Intelligent Analysis of Multimedia Information / Klepac, Goran ; Bhattacharyya, Siddhartha ; Sourav, De (ur.)., 2017. str. 401-430
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15.Klepac, GoranIntegration of Different Analytical Concepts on Multimedia Contents in Service of Intelligent Knowledge Extraction // Artificial Intelligence: Concepts, Methodologies, Tools, and Applications (4 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 2493-2522
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16.Klepac, Goran; Velić, MarkoNatural Language Processing as Feature Extraction Method for Building Better Predictive Models // Artificial Intelligence: Concepts, Methodologies, Tools, and Applications (4 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 1913-1937
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17.Klepac, Goran; Kopal, Robert; Mršić, LeoEarly Warning System Framework Proposal Based on Structured Analytical Techniques, SNA, and Fuzzy Expert System for Different Industries // Fuzzy Systems: Concepts, Methodologies, Tools, and Applications (3 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 202-234
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18.Klepac, GoranParticle Swarm Optimization Algorithm as a Tool for Profiling from Predictive Data Mining Models // Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications (3 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 864-892
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19.Klepac, GoranCustomer Profiling in Complex Analytical Environments Using Swarm Intelligence Algorithms // Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications (3 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 1391-1422
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20.Hybrid Soft Computing for Image Segmentation / Bhattacharyya, Siddhartha ; Dutta, Paramartha Sourav De ; Klepac, Goran (ur.), 2016 (monografija)
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21.Hybrid Soft Computing for Image Segmentation / Bhattacharyya, S ; Dutta, P ; De, S ; Klepac, Goran (ur.), 2016 (monografija)
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22.Borovina, M.; Kodrin, I.; Đaković, M.Transferability of selected supramolecular synthons from organic to metalorganic systems // 3rd European Crystallography School, Book of Abstracts
Bol, Hrvatska, 2016. str. 31-31 (poster, međunarodna recenzija, sažetak, znanstveni) -
23.Klepac, GoranForeword: Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics, 2016. (podatak o recenziji nije dostupan, ostalo).
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24.Klepac, GoranForeword : Handbook of Research on Holistic Optimization Techniques in the Hospitality, Tourism, and Travel Industry, 2016. (podatak o recenziji nije dostupan, ostalo).
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25.Klepac, GoranREFII Model and Fuzzy Logic as a Tool for Image Classification Based on Image Example // Hybrid Soft Computing for Image Segmentation / Klepac, Goran ; Bhattacharyya, S ; Dutta, P ; De, S., (ur.)., 2016. str. 87-108
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26.Klepac, GoranSchrodinger equation as an inspiration for client portfolio simulation hybrid system based on dynamic Bayesian networks and REFII model // Quantum Inspired Computational Intelligence / Siddhartha Bhattacharyya Ujjwal Maulik Paramartha Dutta (ur.)., 2016. str. 380-421
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27.Klepac, Goran; Kopal, Robert; Mršić, LeoEfficient Risk Profiling Using Bayesian Networks and Particle Swarm Optimization Algorithm // Psychology and Mental Health: Concepts, Methodologies, Tools, and Applications (3 Volumes) / Information Resources Management Association (USA) (ur.)., 2016. str. 1580-1612
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28.Klepac, GoranPoglavlje u knjizi // ANALIZA (SOCIJALNIH) MREŽA: praktična primjena / Kopal, Robert (ur.).
Zagreb: Algebra, 2016. str. 156-187 -
29.Klepac, GoranData Mining Models as a Tool for Churn Reduction and Custom Product Development in Telecommunication Industries // Business Intelligence: Concepts, Methodologies, Tools, and Applications (4 Volumes) / Information Resources Management Association (USA) (ur.)., 2016. str. 430-457
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30.Klepac, Goran; Kopal, Robert; Mršić, LeoEfficient Risk Profiling Using Bayesian Networks and Particle Swarm Optimization Algorithm // Analyzing Risk through Probabilistic Modeling in Operations Research / Dariusz Jacek Jakóbczak (Technical University of Koszalin, Poland) (ur.)., 2016. str. 91-124
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31.Klepac, GoranDiscovering Behavioural Patterns within Customer Population by using Temporal Data Subsets // Handbook of Research on Advanced Hybrid Intelligent Techniques and Applications / Siddhartha Bhattacharyya (RCC Institute of Information Technology, India), Pinaki Banerjee (Goldstone Infratech Limited, India), Dipankar Majumdar (RCC Institute of Information Technology, India) and Paramartha Dutta (Visva-Bharati University, India) (ur.)., 2016. str. 216-252
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32.Klepac, Goran; Kopal, Robert; Mršić, LeoREFII Model as a Base for Data Mining Techniques Hybridization with Purpose of Time Series Pattern Recognition // Hybrid Soft Computing Approaches / Siddhartha Bhattacharyya, Paramartha Dutta, Susanta Chakraborty (ur.).
Lahti: Springer, 2016. str. 237-270 -
33.Klepac, GoranCustomer Profiling in Complex Analytical Environments Using Swarm Intelligence Algorithms // International Journal of Swarm Intelligence Research, 7 (2016), 3; 43-70 doi:10.4018/IJSIR.201607010 (međunarodna recenzija, članak, znanstveni)
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34.Kunić, ZdravkoPoboljšanje dijagnostike prekida pretplatničkog odnosa pomoću dubinske analize internetskog sadržaja, 2015., diplomski rad, diplomski, Zagreb
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35.Klepac, Goran; Velić, MarkoNatural Language Processing as Feature Extraction Method for Building Better Predictive Models // Modern Computational Models of Semantic Discovery in Natural Language / Jan Žižka (Mendel University in Brno, Czech Republic) and František Dařena (Mendel University in Brno, Czech Republic) (ur.)., 2015. str. 141-166
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36.Klepac, GoranRisk Evaluation in the Insurance Company Using REFII Model // Transportation Systems and Engineering: Concepts, Methodologies, Tools, and Applications (3 Volumes) / Information Resources Management Association (USA) (ur.)., 2015. str. 748-768
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37.Klepac, GoranParticle Swarm Optimization Algorithm as a Tool for Profiling from Predictive Data Mining Models // Handbook of Research on Swarm Intelligence in Engineering / Siddhartha Bhattacharyya (RCC Institute of Information Technology, India) and Paramartha Dutta (Visva-Bharati University, India) (ur.)., 2015. str. 406-434
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38.Klepac, GoranData Mining Models as a Tool for Churn Reduction and Custom Product Development in Telecommunication Industries // Research Methods: Concepts, Methodologies, Tools, and Applications (4 Volumes) / Information Resources Management Association (USA) (ur.)., 2015. str. 559-585
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39.Klepac, GoranProposal of Analytical Model for Business Problems Solving in Big Data Environment // Strategic Data-Based Wisdom in the Big Data Era / John Girard (Middle Georgia State College, USA), Deanna Klein (Minot State University, USA) and Kristi Berg (Minot State University, USA) (ur.)., 2015. str. 209-228
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40.Klepac, Goran; Kopal, Robert; Mršić, Leo;Early Warning System Framework Proposal Based on Structured Analytical Techniques, SNA, and Fuzzy Expert System for Different Industries // Handbook of Research on Artificial Intelligence Techniques and Algorithms (2 Volumes) / Pandian Vasant (Universiti Teknologi Petronas, Malaysia) (ur.)., 2015. str. 763-796
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41.Kaluđer, Igor; Klepac, GoranCredit Risk Early Warning System using Fuzzy Expert Systems // Journal of information and organizational sciences, 17-19 (2015), 250-344 (međunarodna recenzija, članak, znanstveni)
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42.Klepac, GoranParticle Swarm Optimization Algorithm as a Tool for Profile Optimization // International journal of natural computing research, 5 (2015), 4; 1-23 doi:10.4018/IJNCR.2015100101 (podatak o recenziji nije dostupan, članak, znanstveni)
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43.Klepac, Goran; Kopal, Robert; Mršić, LeoDeveloping Churn Models Using Data Mining Techniques and Social Network Analysis, 2014 (monografija)
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44.Klepac, GoranData Mining Models as a Tool for Churn Reduction and Custom Product Development in Telecommunication Industries // Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications (2 Volumes) / Pandian M. Vasant (Petronas University of Technology, Malaysia) (ur.)., 2013. str. 511-537
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45.Klepac, GoranRisk Evaluation in the Insurance Company Using REFII Model // Intelligent Techniques in Recommendation Systems: Contextual Advancements and New Methods / Satchidananda Dehuri (Fakir Mohan University, India), Manas Ranjan Patra (Berhampur University, India), Bijan Bihari Misra (Silicon Institute of Technology, India) and Alok Kumar Jagadev (Siksha O Anusandhan University, India) (ur.)., 2013. str. 84-104
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46.Kopal, Robert; Korkut, Darija; Klepac, GoranKOMPETITIVNA ANALIZA – poslovne i ekspertne kvantitativne analitičke tehnike, 2011 (monografija)
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47.Klepac, Goran; Kopal, Robert; Korkut, DarijaSustavi ranog upozorenja temeljeni na metodama poslovne inteligencije // IV. međunarodna konferencija "Dani kriznog upravljanja" : zbornik sažetaka = 4th International Conference "Crisis Management Days" : book of abstracts / Toth, Ivan (ur.).
Velika Gorica: Veleučilište Velika Gorica, 2011. str. 567-582 (predavanje, podatak o recenziji nije dostupan, cjeloviti rad (in extenso), stručni) -
48.Klepac, GoranSustavi potpore odlučivanju. Zagreb: Algebra, 2011 (prirucnik)
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49.Klepac, GoranPreparing for New Competition in the Retail Industry // Handbook of Research on Data Mining in Public and Private Sectors: Organizational and Government Applications / Syväjärvi, Antti ; Stenvall, Jari (ur.)., 2010. str. 261-288
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50.Klepac, GoranIntegrating Seasonal Oscillations into Basel II Behavioural Scoring Models // Credit Scoring - Concepts, Perspectives and Models / Ravi Kumar, Jain B (ur.).
Hyderabad: The Icfai University Press, 2008. str. 80-100 -
51.Klepac, GoranModel osjetljivosti portfelja za analizu kreditnog rizika uzrokovanog strukturnim i makroekonomskim promjenama // Financijska teorija i praksa, 32 (2008), 463-479 (podatak o recenziji nije dostupan, članak, stručni)
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52.Klepac, Goran; Kliček, BožidarUsing Behavioral Statistical Scorecards in Portfolio Management and Business Planning // APPLIED STATISTICS / INTERNATIONAL Conference Applied Statistics (2007 ; Ribno) Program and abstracts / International Conference Applied Statistics 2007, September 23-26, 2007, Ribno (Bled), Slovenia ; [edited by Gaj Vidmar and Janez Stare]. - Ljubljana : Statistical Society of Slovenia, 2007 (ur.).
Ribno, Slovenija: INTERNATIONAL Conference Applied Statistics (2007 ; Ribno) Program and abstracts / International Conference Applied Statistics 2007, September 23-26, 2007, Ribno (Bled), Slovenia ; [edited by Gaj Vidmar and Janez Stare]. - Ljubljana : Statistical Society of Slovenia, 2007, 2007. str. 65-65 (poster, međunarodna recenzija, sažetak, znanstveni) -
53.Klepac, GoranTime series analysis using a unique model of transformation // Journal of information and organizational sciences, 31 (2007), 1-13 (međunarodna recenzija, članak, znanstveni)
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54.Klepac, GoranUključivanje sezonskih utjecaja u bodovanje kredita Basel II // Financijska teorija i praksa, 31 (2007), 277-288 (podatak o recenziji nije dostupan, članak, znanstveni)
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55.Klepac, Goran; Mršić, LeoPoslovna inteligencija kroz poslovne slučajeve. Zagreb: Lider Media ; TIM press, 2006 (monografija)
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56.Klepac, Goran; Mršić, LeoPoslovna inteligencija kroz poslovne slučajeve. Zagreb: Lider Media ; TIM press, 2006 (monografija)
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57.Klepac, Goran; Kliček, Božidar; Mršić, LeoTemporal pattern discovery in consumer behavior with REFII model. Paper presented at the Consumer Personality and Research 2005 Conference, Dubrovnik, Croatia (Abstract available online: http://abstracts.cpr2005.info // Temporal pattern discovery in consumer behavior with REFII model. Paper presented at the Consumer Personality and Research 2005 Conference, Dubrovnik, Croatia (Abstract available online: http://abstracts.cpr2005.info
Dubrovnik, Hrvatska, 2005. (predavanje, domaća recenzija, sažetak, znanstveni) -
58.Klepac, Goran; Knežević, Blaženka; Panian, Željko; Spremić, Mario; Strugar, IvanEnglesko-hrvatski informatički enciklopedijski rječnik. Zagreb: Europapress Holding (EPH), 2005 (rjecnik)
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59.Klepac, GoranOtkrivanje zakonitosti temeljem jedinstvenoga modela transformacije vremenske serije, 2005., doktorska disertacija, Fakultet organizacije i informatike, Varaždin
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60.Klepac, Goran; Panian, ŽeljkoPoslovna inteligencija. Zagreb: Masmedia, 2003 (monografija)
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61.Klepac, GoranGoran Klepac (2002.): REFII model-Model for recognition patterns in time series, 20th International conference METHODOLOGY AND STATISTIC, University of Ljubljana, Faculty of social sciences, centre of metodology and in informatics, Ljubljana, September 15.-18., 2002 ; Program and astracts, str 53.-55. // oran Klepac (2002.): REFII model-Model for recognition patterns in time series, 20th International conference METHODOLOGY AND STATISTIC, University of Ljubljana, Faculty of social sciences, centre of metodology and in informatics, Ljubljana, September 15.-18., 2002 ; Program and astracts, str 53.-55.
Ljubljana, 2002. str. 53-55 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
62.Klepac, GoranPrimjena inteligentnih računalnih metoda u managementu. Zagreb: Sinergija nakladništvo, 2001 (prirucnik)
