Emmanuel John M. Carranza

28 papers Journal 26Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel hybrid group method of data handling and Levenberg Marquardt model for estimating total organic carbon in source rocks with explainable artificial intelligence. Eng. Appl. Artif. Intell. Christopher N. Mkono, Chuanbo Shen, Alvin K. Mulashani, Emmanuel John M. Carranza, Daud C. Kalibwami, Magori J. Nyangi
2023	J	`jnl`	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 Sergei Shevyrev, Ekaterina V. Gorobeyko, Emmanuel John M. Carranza, Natalia G. Boriskina
2023	J	`jnl`	Infomax-based deep autoencoder network for recognition of multi-element geochemical anomalies linked to mineralization. Comput. Geosci. Saeid Esmaeiloghli, Seyed Hassan Tabatabaei, Emmanuel John M. Carranza
2023	J	`jnl`	Spatial extrapolation of downscaled geochemical data using conditional GAN. Comput. Geosci. Xingnian Jiang, Xinqing Wang, Yue Liu, Emmanuel John M. Carranza, Shuyun Xie, Xiang Wan
2021	J	`jnl`	A stacking methodology of machine learning for 3D geological modeling with geological-geophysical datasets, Laochang Sn camp, Gejiu (China). Comput. Geosci. Ran Jia, Yikai Lv, Gongwen Wang, Emmanuel John M. Carranza, Yongqing Chen, Chao Wei, Zhiqiang Zhang
2020	J	`jnl`	Optimization of geochemical anomaly detection using a novel genetic Comput. Geosci. Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
2020	J	`jnl`	Tensor-Based Low-Rank and Sparse Prior Information Constraints for Hyperspectral Image Denoising. IEEE Access Guxi Wang, Hongwei Han, Emmanuel John M. Carranza, Si Guo, Ke Guo, Keyan Xiao
2019	J	`jnl`	Integration of auto-encoder network with density-based spatial clustering for geochemical anomaly detection for mineral exploration. Comput. Geosci. Shuai Zhang, Keyan Xiao, Emmanuel John M. Carranza, Fan Yang, Zhicheng Zhao
2019	J	`jnl`	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 Reza Ghezelbash, Abbas Maghsoudi, Emmanuel John M. Carranza
2015	J	`jnl`	Fuzzification of continuous-value spatial evidence for mineral prospectivity mapping. Comput. Geosci. Mahyar Yousefi, Emmanuel John M. Carranza
2015	J	`jnl`	Geometric average of spatial evidence data layers: A GIS-based multi-criteria decision-making approach to mineral prospectivity mapping. Comput. Geosci. Mahyar Yousefi, Emmanuel John M. Carranza
2015	J	`jnl`	Prediction-area (P-A) plot and C-A fractal analysis to classify and evaluate evidential maps for mineral prospectivity modeling. Comput. Geosci. Mahyar Yousefi, Emmanuel John M. Carranza
2015	J	`jnl`	Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines). Comput. Geosci. Emmanuel John M. Carranza, Alice G. Laborte
2012	J	`jnl`	Multi- and hyperspectral geologic remote sensing: A review. Int. J. Appl. Earth Obs. Geoinformation 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
2012	J	`jnl`	Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services. Comput. Geosci. Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer
2011	J	`jnl`	A SKOS-based multilingual thesaurus of geological time scale for interoperability of online geological maps. Comput. Geosci. Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer, Gang Liu
2011	J	`jnl`	Application of geochemical zonality coefficients in mineral prospectivity mapping. Comput. Geosci. Mansour Ziaii, Emmanuel John M. Carranza, Mahdi Ziaei
2011	J	`jnl`	Geocomputation of mineral exploration targets. Comput. Geosci. Emmanuel John M. Carranza
2011	J	`jnl`	Mapping complexity of spatial distribution of faults using fractal and multifractal models: vectoring towards exploration targets. Comput. Geosci. Jiangnan Zhao, Shouyu Chen, Renguang Zuo, Emmanuel John M. Carranza
2011	J	`jnl`	Support vector machine: A tool for mapping mineral prospectivity. Comput. Geosci. Renguang Zuo, Emmanuel John M. Carranza
2010	J	`jnl`	Algorithms for multi-parameter constrained compositing of borehole assay intervals from economic aspects. Comput. Geosci. Xiaogang Ma, Emmanuel John M. Carranza, Freek D. van der Meer, Chonglong Wu, Xialin Zhang
2010	J	`jnl`	Development of a controlled vocabulary for semantic interoperability of mineral exploration geodata for mining projects. Comput. Geosci. Xiaogang Ma, Chonglong Wu, Emmanuel John M. Carranza, Ernst M. Schetselaar, Freek D. van der Meer, Gang Liu, Xinqing Wang, Xialin Zhang
2009	J	`jnl`	Objective selection of suitable unit cell size in data-driven modeling of mineral prospectivity. Comput. Geosci. Emmanuel John M. Carranza
2009	—	`conf`	Optimum Sampling Scheme for Characterization of Mine Tailings. IGARSS (4) Pravesh Debba, Emmanuel John M. Carranza, Alfred Stein, Freek D. van der Meer
2008	—	`conf`	Field Sampling from a Segmented Image. ICCSA (1) Pravesh Debba, Alfred Stein, Freek D. van der Meer, Emmanuel John M. Carranza, Arko Lucieer
2008	J	`jnl`	Knowledge-guided data-driven evidential belief modeling of mineral prospectivity in Cabo de Gata, SE Spain. Int. J. Appl. Earth Obs. Geoinformation Emmanuel John M. Carranza, Frank van Ruitenbeek, Chris A. Hecker, Mark van der Meijde, Freek D. van der Meer
2006	J	`jnl`	Abundance Estimation of Spectrally Similar Minerals by Using Derivative Spectra in Simulated Annealing. IEEE Trans. Geosci. Remote. Sens. Pravesh Debba, Emmanuel John M. Carranza, Freek D. van der Meer, Alfred Stein
2006	J	`jnl`	Bayesian network classifiers for mineral potential mapping. Comput. Geosci. Alok Porwal, Emmanuel John M. Carranza, M. Hale