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    Discussion on traditional research and big data research
    ZHANG Qi, ZHU Yueqin, JIAO Shoutao
    2019, 38(12): 1939-1942.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    The establishment of oceanic andesites tectonic environment discrimination diagrams with big data method.
    LIU Xinyu, ZHANG Qi, ZHANG Chengli
    2019, 38(12): 1963-1970.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    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.
    Abstract PDF
    Common mineral intelligent recognition based on improved InceptionV3
    PENG Weihang, BAI Lin, SHANG Shiwei, TANG Xiaojie, ZHANG Zheyuan
    2019, 38(12): 2059-2066.
    Abstract PDF
    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.
    Abstract PDF
    Geological anomaly extraction based on neighborhood constraint clustering
    YANG Zhaoying, FENG Lei, JIANG Decai, ZHU Yueqin, YU Xianchuan
    2019, 38(12): 2077-2084.
    Abstract PDF