Skip to main content

and
  1. No Access

    Chapter and Conference Paper

    Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks

    Training and deploying genetic programming (GP) classifiers for intrusion detection tasks on the one hand remains a challenge (high cardinality and high class imbalance). On the other hand, GP solutions can al...

    Zhilei Zhou, Nur Zincir-Heywood in Applications of Evolutionary Computation (2024)

  2. Article

    Open Access

    Microbial-derived salt-tolerant proteases and their applications in high-salt traditional soybean fermented foods: a review

    Different microorganisms can produce different proteases, which can adapt to different industrial requirements such as pH, temperature, and pressure. Salt-tolerant proteases (STPs) from microorganisms exhibit ...

    Hongli Yao, Shuang** Liu, Tiantian Liu, Dongliang Ren in Bioresources and Bioprocessing (2023)

  3. Article

    Open Access

    Integrated meta-omics approaches reveal Saccharopolyspora as the core functional genus in huangjiu fermentations

    Identification of the core functional microorganisms in food fermentations is necessary to understand the ecological and functional processes for making those foods. Wheat qu, which provides liquefaction and sacc...

    Shuang** Liu, Zhi-Feng Zhang, Jieqi Mao, Zhilei Zhou in npj Biofilms and Microbiomes (2023)

  4. No Access

    Article

    Screening of marine sediment-derived microorganisms and their bioactive metabolites: a review

    Marine sediments are one of the largest habitats on Earth, and their unique ecology, such as high salinity, high pressure, and hypoxia, may activate certain silent genes in marine microbes, resulting in microb...

    Hongli Yao, Shuang** Liu, Tiantian Liu in World Journal of Microbiology and Biotechn… (2023)

  5. No Access

    Chapter and Conference Paper

    A Boosting Approach to Constructing an Ensemble Stack

    An approach to evolutionary ensemble learning for classification is proposed using genetic programming in which boosting is used to construct a stack of programs. Each application of boosting identifies a sing...

    Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston in Genetic Programming (2023)

  6. No Access

    Article

    Development of a Rapid Method for Determination of Main Higher Alcohols in Fermented Alcoholic Beverages Based on Dispersive Liquid-Liquid Microextraction and Gas Chromatography-Mass Spectrometry

    Higher alcohols are important flavor compounds in alcoholic beverages. A new method was developed to determinate the main higher alcohols based on dispersive liquid-liquid microextraction (DLLME) coupled with ...

    Zhilei Zhou, Wei Ni, Zhongwei Ji, Shuang** Liu, **ao Han in Food Analytical Methods (2020)

  7. Article

    A genome-wide loss-of-function screening method for minimizing false-negatives caused by functional redundancy

    Li Mao, Chenglin Liu, Zhen Wang, **aofeng Niu, Liang Xue, Zhilei Zhou in Cell Research (2016)

  8. No Access

    Article

    Effects of common ammonium salt on the thermal behavior of reconstituted tobacco sheet

    Understanding the role of chemical burn additives on modifying the toxic gaseous constituents and thermal behavior of reconstituted tobacco sheet (RTS) has recently taken center stage through a number of initi...

    Maoshen Chen, Li Xu, Hailong Tian in Journal of Thermal Analysis and Calorimetry (2014)

  9. No Access

    Article

    Effect of exogenous softwood on thermal decomposition of reconstituted tobacco sheet

    In recent years, reconstituted tobacco sheet (RTS) has played an increasingly vital role in reducing tumorigenicity for tobacco industry. In this paper, two plant fibers of tobacco pulp (TP) and softwood pulp ...

    Maoshen Chen, Shike She, Zhiqiang Xu in Journal of Thermal Analysis and Calorimetry (2014)

  10. No Access

    Article

    Influence of various factors on formation of 2,3-dihydro-3,5-dihydroxy-6-methyl-4(H)-pyran-4-one (DDMP) in a solid-state model system of Maillard reaction

    The influences of various factors on the formation of 2,3-dihydro-3,5-dihydroxy-6-methyl-4(H)-pyran-4-one (DDMP) were investigated in a solid-state Maillard reaction system. Thermogravimetric analysis (TG) and di...

    Zhilei Zhou, Zhiqiang Xu, Junsheng Shu, Shike She in European Food Research and Technology (2014)

  11. No Access

    Article

    Study on the effect of potassium lactate additive on the combustion behavior and mainstream smoke of cigarettes

    The influence of potassium lactate (PL) on the combustion behavior and semi-volatile compounds of tobacco during smoking is investigated in this study. The addition of PL showed no effect on the content of tot...

    Chunyan Yin, Zhiqiang Xu, Junsheng Shu in Journal of Thermal Analysis and Calorimetry (2014)

  12. No Access

    Article

    The generation of carbon monoxide and carbonyl compounds in reconstituted tobacco sheet

    In recent years, reconstituted tobacco sheet (RTs) has played an increasingly significant role in tobacco industry. The yields of CO and carbonyl compounds (formaldehyde, acetaldehyde, acetone, acrolein, propa...

    Maoshen Chen, Zhiqiang Xu, Gang Chen in Journal of Thermal Analysis and Calorimetry (2014)

  13. No Access

    Article

    Differentiation of flue-cured tobacco leaves in different positions based on neutral volatiles with principal component analysis (PCA)

    Differentiation of tobacco leaves in different plant stalk positions in China was achieved based on basic chemical compounds and neutral volatiles by principal component analysis (PCA). The continuous flow ana...

    Weifeng Sun, Zhilei Zhou, Yue Li, Zhiqiang Xu in European Food Research and Technology (2012)