Search Results - "Haixiang, Guo"

Learning from class-imbalanced data: Review of methods and applications by Haixiang, Guo, Yijing, Li, Shang, Jennifer, Mingyun, Gu, Yuanyue, Huang, Bing, Gong

“…•527 articles related to imbalanced data and rare events are reviewed.•Viewing reviewed papers from both technical and practical perspectives.•Summarizing…”
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How to achieve new progress in ecological civilization construction? – Based on cloud model and coupling coordination degree model by Zuo, Zhili, Guo, Haixiang, Cheng, Jinhua, Li, YongLin

“…•A cloud model was adopted to obtain the ECC evaluation results.•A standard deviational ellipse model was employed to reveal the spatial ECC dynamic evolution…”
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Long non-coding RNA NORAD induces cell proliferation and migration in prostate cancer by Zhang, Haiyan, Guo, Haixiang

“…Objectives Prostate cancer (PCA) is the deadliest urological disease affecting men worldwide. Long noncoding RNA activated by DNA damage (NORAD) levels are…”
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Can China achieve ecological sustainability? An LMDI analysis of ecological footprint and economic development decoupling by Xin, Meiyi, Guo, Haixiang, Li, Shicheng, Chen, Linfei

“…•Decoupling state of ecological footprint in 30 province of China is analyzed.•There are four decomposition indicators for decoupling.•Technological factors,…”
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Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research by Jiang, Sheng, Ma, Junwei, Liu, Zhiyang, Guo, Haixiang

“…Geohazard prevention and mitigation are highly complex and remain challenges for researchers and practitioners. Artificial intelligence (AI) has become an…”
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Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study by Ma, Junwei, Xia, Ding, Guo, Haixiang, Wang, Yankun, Niu, Xiaoxu, Liu, Zhiyang, Jiang, Sheng

“…Recently, integrated machine learning (ML) metaheuristic algorithms, such as the artificial bee colony (ABC) algorithm, genetic algorithm (GA), gray wolf…”
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Carbon emission coefficient measurement of the coal-to-power energy chain in China by Yu, Shiwei, Wei, Yi-Ming, Guo, Haixiang, Ding, Liping

“…•CO2 emissions coefficient of the coal-energy chain in China is currently at 875g/kWh−1.•The emission coefficient is a relatively low level compared with other…”
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Imbalanced text sentiment classification using universal and domain-specific knowledge by Li, Yijing, Guo, Haixiang, Zhang, Qingpeng, Gu, Mingyun, Yang, Jianying

“…In this paper, a sentiment classification model is proposed to address two predominant issues in sentiment classification, namely domain-sensitive and data…”
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Automatic recognition of active landslides by surface deformation and deep learning by Wang, Xianmin, Chen, Wenxue, Ren, Haifeng, Guo, Haixiang

“…Catastrophic landslides are generally evolved from potential active landslides, and early identification of active landslides over an extensive region is vital…”
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Adapted ensemble classification algorithm based on multiple classifier system and feature selection for classifying multi-class imbalanced data by Yijing, Li, Haixiang, Guo, Xiao, Liu, Yanan, Li, Jinling, Li

“…Learning from imbalanced data, where the number of observations in one class is significantly rarer than in other classes, has gained considerable attention in…”
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Automated Machine Learning-Based Landslide Susceptibility Mapping for the Three Gorges Reservoir Area, China by Ma, Junwei, Lei, Dongze, Ren, Zhiyuan, Tan, Chunhai, Xia, Ding, Guo, Haixiang

“…Machine learning (ML)-based landslide susceptibility mapping (LSM) has achieved substantial success in landslide risk management applications. However, the…”
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Landslide susceptibility assessment using weights-of-evidence model and cluster analysis along the highways in the Hubei section of the Three Gorges Reservoir Area by Chen, Linfei, Guo, Haixiang, Gong, Peisong, Yang, Yuying, Zuo, Zhili, Gu, Mingyun

“…Landslide susceptibility assessment has become the focus of geological disaster research to strengthen disaster prevention and mitigation. Landslide disasters…”
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An LSTM-STRIPAT model analysis of China's 2030 CO2 emissions peak by Zuo, Zhili, Guo, Haixiang, Cheng, Jinhua

“…To achieve China's CO 2 emissions targets, all Chinese provinces need to ensure that their CO 2 emissions are maintained at a reasonable level to avoid the…”
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Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach by Ma, Junwei, Jiang, Sheng, Liu, Zhiyang, Ren, Zhiyuan, Lei, Dongze, Tan, Chunhai, Guo, Haixiang

“…Slope failures lead to large casualties and catastrophic societal and economic consequences, thus potentially threatening access to sustainable development…”
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Period sewage recycling vehicle routing problem based on real-time data by Haixiang, Guo, Fang, Wan, Wenwen, Pan, Mingyun, Gu

“…The period vehicle routing problem (PVRP) is an important extension of the vehicle routing problem, in which customers have a certain frequency of service…”
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BPSO-Adaboost-KNN ensemble learning algorithm for multi-class imbalanced data classification by Haixiang, Guo, Yijing, Li, Yanan, Li, Xiao, Liu, Jinling, Li

“…This paper proposes an ensemble algorithm named of BPSO-Adaboost-KNN to cope with multi-class imbalanced data classification. The main idea of this algorithm…”
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How Nonprofits Can Recover from Crisis Events? The Trust Recovery from the Perspective of Causal Attributions by Hou, Jundong, Zhang, Chi, Guo, Haixiang

“…While trust is a valuable relational asset for nonprofits, it is fragile and once broken can cause a great deal of damage to the organization. Therefore, once…”
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Exploring and analyzing disaster coupling characteristics at the regional scale: evidence from Hubei Province by Wang, Qiyuan, Hou, Jundong, Guo, Haixiang

“…Disaster coupling can more easily lead to severe impacts. Existing studies on disasters have mostly focused on the regional distribution characteristics of…”
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Oyster Peptides Ameliorate Dextran Sulfate Sodium-Induced Ulcerative Colitis via Modulating the Gut Microbiota and Inhibiting the TLR4/NF-κB Pathway by Guo, Haixiang, Xie, Wenyin, Ji, Zhonghao, Wang, Bingbing, Ren, Wenzhi, Gao, Wei, Yuan, Bao

“…Ulcerative colitis (UC) is an inflammatory bowel disease with an increasing prevalence year over year, and the medications used to treat patients with UC…”
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Comparative Study on Relative Fossil Energy Carrying Capacity in China and the United States by Zuo, Zhili, Cheng, Jinhua, Guo, Haixiang, Li, Yonglin

“…Based on resource carrying capacity, this study used the revised theory of relative resource carrying capacity (RRCC) and introduced an innovative concept of…”
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