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Discussion on traditional research and big data research
ZHANG Qi, ZHU Yueqin, JIAO Shoutao
2019, 38(12): 1939-1942. DOI: 10.12097/gbc.dztb-38-12-1939
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The deficiencies and possible solutions of TAS classification in the context of big data
ZHANG Qi, GE Can, JIAO Shoutao, YUAN Feng, ZHANG Mingming, LIU Huiyun
2019, 38(12): 1943-1954. DOI: 10.12097/gbc.dztb-38-12-1943
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Alkaline rock and the distinction between alkaline and sub-alkaline: A discussion on data of global volcanic rocks
JIAO Shoutao, ZHANG Qi, GE Can, ZHU Yueqin, YUAN Lingling, SHAO Baorong, LING Xiao, YUAN Feng, ZHOU Yongzhang
2019, 38(12): 1955-1962. DOI: 10.12097/gbc.dztb-38-12-1955
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The establishment of oceanic andesites tectonic environment discrimination diagrams with big data method.
LIU Xinyu, ZHANG Qi, ZHANG Chengli
2019, 38(12): 1963-1970. DOI: 10.12097/gbc.dztb-38-12-1963
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Difference between komatiites and picrites and a discussion on some Late Paleozoic "komatiites"
LI Zhenhuan, LIU Xuelong, ZHU Yueqin, ZHANG Qi, LUO Ying, ZHANG Changzhen, CHEN Jianhang, WANG Shuaishuai, YANG Fucheng
2019, 38(12): 1971-1980. DOI: 10.12097/gbc.dztb-38-12-1971
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A comparison of tree-based ensemble algorithms on the main element content of monoclinal pyroxene in mafic-ultramafic rocks
SUN Jiankun, DU Xueliang, ZHANG Baoyue, WANG Long, JIN Weijun, ZHANG Qi, LUO Xiong, ZHU Yueqin
2019, 38(12): 1981-1991. DOI: 10.12097/gbc.dztb-38-12-1981
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The discrimination between ore-forming and barren granites based on zircon REE compositions: Insights from big data mining
GENG Ting, ZHOU Yongzhang, LI Xingyuan, WANG Jun, CHEN Chuan, WANG Kunyi, HAN Ziqi
2019, 38(12): 1992-1998. DOI: 10.12097/gbc.dztb-38-12-1992
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The division of metallogenic prospective areas based on convolutional neural network model: A case study of the Daqiao gold polymetallic deposit
CAI Huihui, XU Yongyang, LI Zixuan, CAO Haohao, FENG Yaxing, CHEN Siqiong, LI Yongsheng
2019, 38(12): 1999-2009. DOI: 10.12097/gbc.dztb-38-12-1999
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3D metallogenic prediction based on machine learning: A case study of the Lala copper deposit in Sichuan Province
XIANG Jie, CHEN Jianping, XIAO Keyan, LI Shi, ZHANG Zhiping, ZHANG Ye
2019, 38(12): 2010-2021. DOI: 10.12097/gbc.dztb-38-12-2010
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Two-dimensional prospecting prediction based on AlexNet network: A case study of sedimentary Mn deposits in Songtao-Huayuan area
LI Shi, CHEN Jianping, XIANG Jie, ZHANG Zhiping, ZHANG Ye
2019, 38(12): 2022-2032. DOI: 10.12097/gbc.dztb-38-12-2022
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Construction and prediction of a prospecting model based on recurrent neural network
ZHANG Yaguang, CHEN Jianping, JIA Zhijie, LI Shi, LIU Suqing, ZHANG Zhiping, ZHANG Ye
2019, 38(12): 2033-2042. DOI: 10.12097/gbc.dztb-38-12-2033
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One-dimensional to three-dimensional density distribution functions and their applications in visualized big data analysis: Exemplified by picritic basalt and some other rocks
GE Can, ZHANG Qi, LI Xiuyu, SUN He, GU Hai'ou, LI Weiwei, YUAN Feng
2019, 38(12): 2043-2052. DOI: 10.12097/gbc.dztb-38-12-2043
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Rock thin section image recognition and classification based on VGG model
BAI Lin, WEI Xin, LIU Yu, WU Chongyang, CHEN Lihui
2019, 38(12): 2053-2058. DOI: 10.12097/gbc.dztb-38-12-2053
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Common mineral intelligent recognition based on improved InceptionV3
PENG Weihang, BAI Lin, SHANG Shiwei, TANG Xiaojie, ZHANG Zheyuan
2019, 38(12): 2059-2066. DOI: 10.12097/gbc.dztb-38-12-2059
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Research on geological map compilation technology based on spatial data and geological knowledge
WANG Yanggang, HAO Lirong, HUANG Hui, LI Yusong, ZHANG Dake, ZHANG Qinghe, LI Li, ZHANG Lin, JIHANG Zuorui
2019, 38(12): 2067-2076. DOI: 10.12097/gbc.dztb-38-12-2067
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Geological anomaly extraction based on neighborhood constraint clustering
YANG Zhaoying, FENG Lei, JIANG Decai, ZHU Yueqin, YU Xianchuan
2019, 38(12): 2077-2084. DOI: 10.12097/gbc.dztb-38-12-2077
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