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Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9,   Pages 1273-1286 doi: 10.1631/FITEE.2200304

Abstract: State-of-the-art studies linearly discretize the user’s spatiotemporal information and then use recurrentHowever, these studies ignore the nonlinear effects of spatiotemporal information on user preferencesand spatiotemporal correlations between user trajectories and candidate POIs.To address these limitations, a spatiotemporal trajectory (STT) model is proposed in this paper.In addition, we design a spatiotemporal matching module in the process of recalling the target to select

Keywords： Point-of-interest recommendation     Spatiotemporal effects     Long short-term memory (LSTM)     Attention mechanism    

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Exploring the coupling relationship of industrial agglomeration and low-carbon economy considering spatiotemporal

Frontiers of Engineering Management 2023, Volume 10, Issue 2,   Pages 285-299 doi: 10.1007/s42524-022-0197-1

Abstract: On this basis, spatiotemporal analysis was performed to evaluate the levels of industrial agglomeration

Keywords： spatiotemporal differentiation     industrial agglomeration     low-carbon economy     construction machinery    

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Distinct community assembly processes underlie significant spatiotemporal dynamics of abundant and rare

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 6, doi: 10.1007/s11783-021-1513-4

Abstract:

• Season and landform influenced spatiotemporal patterns of abundant

Keywords： Rare taxa     Biogeography     Community assembly     Bacterioplankton     The Yangtze River    

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Spatiotemporal distance embedded hybrid ant colony algorithm for a kind of vehicle routing problem with Research Article

Zhenhui FENG, Renbin XIAO,feng_zh@hust.edu.cn,rbxiao@hust.edu.cn

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 7,   Pages 1062-1079 doi: 10.1631/FITEE.2200585

Abstract: To solve the scheduling model more accurately, a spatiotemporal distance representation function is definedbased on the temporal and spatial properties of the customer, and a spatiotemporal distance embeddedFirst, through spatiotemporal clustering, the spatiotemporal distance between users is the main measure

Keywords： Vehicle routing problem with constraints (VRPC)     Spatiotemporal distance function     Labor division strategy    

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Spatiotemporal expression of Ezh2 in the developing mouse cochlear sensory epithelium

Yan Chen,Wenyan Li,Wen Li,Renjie Chai,Huawei Li

Frontiers of Medicine 2016, Volume 10, Issue 3,   Pages 330-335 doi: 10.1007/s11684-016-0459-6

Abstract: Here, we examined the spatiotemporal expression of Ezh2 in the cochlea during embryonic and postnatal

Keywords： polycomb repressive complex     Ezh2     expression     inner ear     cochlea     development    

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Spatiotemporal evolution and driving factors for GHG emissions of aluminum industry in China

Frontiers in Energy 2023, Volume 17, Issue 2,   Pages 294-305 doi: 10.1007/s11708-022-0819-7

Abstract: background, the study described in this paper conducts a dynamic material flow analysis to reveal the spatiotemporal

Keywords： aluminum     material flow analysis     GHG (greenhouse gas) emissions     LMDI (logarithmic mean divisa index)    

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Spatiotemporal variation in water footprint of grain production in China

Pute WU,Yubao WANG,Xining ZHAO,Shikun SUN,Jiming JIN

Frontiers of Agricultural Science and Engineering 2015, Volume 2, Issue 2,   Pages 186-193 doi: 10.15302/J-FASE-2015060

Abstract: This paper analyzes the spatiotemporal variation in water footprint of grain production (WFGP) in ChinaStatistical analysis revealed that regional differences in grain yield are the main cause for variations in spatiotemporal

Keywords： water footprint     grain production     grain secu- rity     water scarcity     water-saving    

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SPATIOTEMPORAL VARIATION OF WATER QUALITY AND ALGAL BIOMASS IN ERHAI LAKE AND ITS ENVIRONMENTAL MANAGEMENT

Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 4,   Pages 566-578 doi: 10.15302/J-FASE-2023520

Abstract:

Elucidating the spatiotemporal pattern of water quality and algal biomass is crucial for accuratelyThis study analyzed the spatiotemporal variability of water quality and algal biomass in Erhai Lake from

Keywords： Erhai Lake     control measures     water environment     water quality index (WQI)    

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Investigation and practice of digital city to smart city

Li Chengming,Liu Xiaoli

Strategic Study of CAE 2013, Volume 15, Issue 5,   Pages 4-7

Abstract: Finally, the construction goal and contents of spatiotemporal framework in the smart city stage were

Keywords： digital city     smart city     cloud platform of spatiotemporal information    

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Temporal variation of PM-associated health effects in Shijiazhuang, Hebei

Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 5, doi: 10.1007/s11783-020-1376-0

Abstract:

•Annual mean PM2.5 in Shijiazhuang were 87, 95, and 82 µg/m3 in 2015–2017.

Keywords： PM2.5     Health effects     Integrated exposure-response model     Shijiazhuang    

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Distribution of phytoplankton community and its influence factors in an urban river network, East China

Ling Sun, Hui Wang, Yuanqing Kan, Shiliang Wang

Frontiers of Environmental Science & Engineering 2018, Volume 12, Issue 6, doi: 10.1007/s11783-018-1062-7

Abstract:

Effects of urban river conditions on phytoplankton community were

Keywords： Phytoplankton composition     Spatiotemporal distribution     Functional groups     Nitrate nitrogen     Winter bloom    

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Synergistic effects of sodium hypochlorite disinfection and iron-oxidizing bacteria on early corrosion

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 6, doi: 10.1007/s11783-021-1506-3

Abstract:

• The early corrosion process in the cast iron pipes was investigated.

Keywords： corrosion     Drinking water distribution systems     Chlorine disinfection     Iron-oxidizing bacteria     Coupling effects    

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Investigation of effects of Cocamide Diethanolamide chemical on physical and rheological properties of

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 1,   Pages 99-116 doi: 10.1007/s11709-021-0799-4

Abstract: The effects of different modification parameters and chemical additive on modified samples were investigated

Keywords： Cocamide Diethanolamide     bitumen modification     rheology     Superpave tests    

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Protective effects of lignin fractions obtained from grape seeds against bisphenol AF neurotoxicity viaantioxidative effects mediated by the Nrf2 pathway

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 7,   Pages 976-989 doi: 10.1007/s11705-022-2237-0

Abstract: The antioxidative and neuroprotective effects of the lignin fractions were evaluated with the apoptosisBPAF exposure had negative effects on the reactive oxygen species, malondialdehyde content, and superoxideAn immunofluorescence assay demonstrated that grape seed lignin induced protective effects on BPAF-injured

Keywords： grape seed lignin     structure     antioxidant     NE-4C cells     neuroprotection    

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Quorum sensing regulation methods and their effects on biofilm in biological waste treatment systems:

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 7, doi: 10.1007/s11783-021-1495-2

Abstract:

• Quorum sensing enhancement and inhibition methods are summarized.

Keywords： Quorum sensing     Biological waste treatment     Biofilm formation    

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Title Author Date Type Operation

Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Journal Article

Exploring the coupling relationship of industrial agglomeration and low-carbon economy considering spatiotemporal

Journal Article

Distinct community assembly processes underlie significant spatiotemporal dynamics of abundant and rare

Journal Article

Spatiotemporal distance embedded hybrid ant colony algorithm for a kind of vehicle routing problem with

Zhenhui FENG, Renbin XIAO,feng_zh@hust.edu.cn,rbxiao@hust.edu.cn

Journal Article

Spatiotemporal expression of Ezh2 in the developing mouse cochlear sensory epithelium

Yan Chen,Wenyan Li,Wen Li,Renjie Chai,Huawei Li

Journal Article

Spatiotemporal evolution and driving factors for GHG emissions of aluminum industry in China

Journal Article

Spatiotemporal variation in water footprint of grain production in China

Pute WU,Yubao WANG,Xining ZHAO,Shikun SUN,Jiming JIN

Journal Article

SPATIOTEMPORAL VARIATION OF WATER QUALITY AND ALGAL BIOMASS IN ERHAI LAKE AND ITS ENVIRONMENTAL MANAGEMENT

Journal Article

Investigation and practice of digital city to smart city

Li Chengming,Liu Xiaoli

Journal Article

Temporal variation of PM-associated health effects in Shijiazhuang, Hebei

Journal Article

Distribution of phytoplankton community and its influence factors in an urban river network, East China

Ling Sun, Hui Wang, Yuanqing Kan, Shiliang Wang

Journal Article

Synergistic effects of sodium hypochlorite disinfection and iron-oxidizing bacteria on early corrosion

Journal Article

Investigation of effects of Cocamide Diethanolamide chemical on physical and rheological properties of

Journal Article

Protective effects of lignin fractions obtained from grape seeds against bisphenol AF neurotoxicity viaantioxidative effects mediated by the Nrf2 pathway

Journal Article

Quorum sensing regulation methods and their effects on biofilm in biological waste treatment systems:

Journal Article