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
