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ORCIDEmmanuel John M. Carranza
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Journal Articles
- 2023
[j26]Sergei Shevyrev
, Ekaterina V. Gorobeyko, Emmanuel John M. Carranza, Natalia G. Boriskina:
First-Pass prospectivity mapping for Au-Ag mineralization in Sikhote-Alin Superterrane, Southeast Russia through field sampling, image enhancement on ASTER data, and MaxEnt modeling. Earth Sci. Informatics 16(1): 695-716 (2023)- [j25]Saeid Esmaeiloghli, Seyed Hassan Tabatabaei, Emmanuel John M. Carranza:
Infomax-based deep autoencoder network for recognition of multi-element geochemical anomalies linked to mineralization. Comput. Geosci. 175: 105341 (2023) - [j24]Xingnian Jiang, Xinqing Wang, Yue Liu, Emmanuel John M. Carranza, Shuyun Xie, Xiang Wan:
Spatial extrapolation of downscaled geochemical data using conditional GAN. Comput. Geosci. 179: 105420 (2023) - 2021
- [j23]Ran Jia, Yikai Lv, Gongwen Wang, Emmanuel John M. Carranza, Yongqing Chen, Chao Wei, Zhiqiang Zhang:
A stacking methodology of machine learning for 3D geological modeling with geological-geophysical datasets, Laochang Sn camp, Gejiu (China). Comput. Geosci. 151: 104754 (2021) - 2020
- [j22]Guxi Wang, Hongwei Han, Emmanuel John M. Carranza, Si Guo, Ke Guo, Keyan Xiao:
Tensor-Based Low-Rank and Sparse Prior Information Constraints for Hyperspectral Image Denoising. IEEE Access 8: 102935-102946 (2020) - [j21]Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza:
Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm. Comput. Geosci. 134 (2020) - 2019
- [j20]Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza:
Performance evaluation of RBF- and SVM-based machine learning algorithms for predictive mineral prospectivity modeling: integration of S-A multifractal model and mineralization controls. Earth Sci. Informatics 12(3): 277-293 (2019) - [j19]Shuai Zhang, Keyan Xiao, Emmanuel John M. Carranza, Fan Yang, Zhicheng Zhao:
Integration of auto-encoder network with density-based spatial clustering for geochemical anomaly detection for mineral exploration. Comput. Geosci. 130: 43-56 (2019) - 2016
- [j18]Ruixi Li, Gongwen Wang, Emmanuel John Muico Carranza:
GeoCube: A 3D mineral resources quantitative prediction and assessment system. Comput. Geosci. 89: 161-173 (2016) - 2015
- [j17]Emmanuel John M. Carranza, Alice G. Laborte:
Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines). Comput. Geosci. 74: 60-70 (2015) - [j16]Mahyar Yousefi, Emmanuel John M. Carranza:
Fuzzification of continuous-value spatial evidence for mineral prospectivity mapping. Comput. Geosci. 74: 97-109 (2015) - [j15]Mahyar Yousefi, Emmanuel John M. Carranza:
Prediction-area (P-A) plot and C-A fractal analysis to classify and evaluate evidential maps for mineral prospectivity modeling. Comput. Geosci. 79: 69-81 (2015) - [j14]Mahyar Yousefi, Emmanuel John M. Carranza:
Geometric average of spatial evidence data layers: A GIS-based multi-criteria decision-making approach to mineral prospectivity mapping. Comput. Geosci. 83: 72-79 (2015) - 2012
- [j13]Freek D. van der Meer, Harald van der Werff, Frank van Ruitenbeek, Chris A. Hecker, Wim H. Bakker, Marleen F. Noomen, Mark van der Meijde, Emmanuel John M. Carranza, J. Boudewijn de Smeth, Tsehaie Woldai:
Multi- and hyperspectral geologic remote sensing: A review. Int. J. Appl. Earth Obs. Geoinformation 14(1): 112-128 (2012) - [j12]Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer:
Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services. Comput. Geosci. 40: 107-119 (2012) - 2011
- [j11]Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer, Gang Liu:
A SKOS-based multilingual thesaurus of geological time scale for interoperability of online geological maps. Comput. Geosci. 37(10): 1602-1615 (2011) - [j10]Emmanuel John M. Carranza:
Geocomputation of mineral exploration targets. Comput. Geosci. 37(12): 1907-1916 (2011) - [j9]Mansour Ziaii, Emmanuel John M. Carranza, Mahdi Ziaei:
Application of geochemical zonality coefficients in mineral prospectivity mapping. Comput. Geosci. 37(12): 1935-1945 (2011) - [j8]Jiangnan Zhao, Shouyu Chen, Renguang Zuo, Emmanuel John M. Carranza:
Mapping complexity of spatial distribution of faults using fractal and multifractal models: vectoring towards exploration targets. Comput. Geosci. 37(12): 1958-1966 (2011) - [j7]Renguang Zuo, Emmanuel John M. Carranza:
Support vector machine: A tool for mapping mineral prospectivity. Comput. Geosci. 37(12): 1967-1975 (2011) - 2010
- [j6]Xiaogang Ma, Emmanuel John M. Carranza, Freek D. van der Meer, Chonglong Wu, Xialin Zhang:
Algorithms for multi-parameter constrained compositing of borehole assay intervals from economic aspects. Comput. Geosci. 36(7): 945-952 (2010) - [j5]Xiaogang Ma, Chonglong Wu, Emmanuel John M. Carranza, Ernst M. Schetselaar, Freek D. van der Meer, Gang Liu, Xinqing Wang, Xialin Zhang:
Development of a controlled vocabulary for semantic interoperability of mineral exploration geodata for mining projects. Comput. Geosci. 36(12): 1512-1522 (2010) - 2009
- [j4]Emmanuel John M. Carranza:
Objective selection of suitable unit cell size in data-driven modeling of mineral prospectivity. Comput. Geosci. 35(10): 2032-2046 (2009) - 2008
- [j3]Emmanuel John M. Carranza, Frank van Ruitenbeek, Chris A. Hecker, Mark van der Meijde, Freek D. van der Meer:
Knowledge-guided data-driven evidential belief modeling of mineral prospectivity in Cabo de Gata, SE Spain. Int. J. Appl. Earth Obs. Geoinformation 10(3): 374-387 (2008) - 2006
- [j2]Alok Porwal, Emmanuel John M. Carranza, M. Hale:
Bayesian network classifiers for mineral potential mapping. Comput. Geosci. 32(1): 1-16 (2006) - [j1]Pravesh Debba, Emmanuel John M. Carranza, Freek D. van der Meer, Alfred Stein:
Abundance Estimation of Spectrally Similar Minerals by Using Derivative Spectra in Simulated Annealing. IEEE Trans. Geosci. Remote. Sens. 44(12): 3649-3658 (2006)
Conference and Workshop Papers
- 2009
- [c2]Pravesh Debba, Emmanuel John M. Carranza, Alfred Stein, Freek D. van der Meer:
Optimum Sampling Scheme for Characterization of Mine Tailings. IGARSS (4) 2009: 897-900 - 2008
- [c1]Pravesh Debba, Alfred Stein, Freek D. van der Meer, Emmanuel John M. Carranza, Arko Lucieer:
Field Sampling from a Segmented Image. ICCSA (1) 2008: 756-768
Coauthor Index
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