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Model optimism
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This research focuses on developing a method to optimize the DCNN (Deep Convolutional Neural Network) classification model for plant diseases. We enriched the data by incorporating data from two public datasets, PlantVillage Dataset (PVD) and CroppedPlant Dataset (CPD), and we trained the model using two-step transfer learning.
6p
vithomson
02-07-2024
0
0
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This study expands upon an existing one-dimensional model to develop an innovative two-dimensional numerical framework for simulating moisture propagation within wood. Utilizing the finite difference method, this approach offers a more detailed analysis of moisture behavior in wood structures.
15p
vithomson
02-07-2024
0
0
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Part 1 book "Optimal economic operation of electric power systems" includes content: Introduction; modeling for optimal operation; mathematical optimization techniques; all thermal power systems.
164p
dianmotminh04
12-07-2024
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Part 2 book "Optimal economic operation of electric power systems" includes content: Power systems with hydro plants not on the same stream; power systems with coupled hydro plants; optimal hydro–thermal load flow and realistic models; conclusions.
133p
dianmotminh04
12-07-2024
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Part 2 of ebook "Beginning data science in R: Data analysis, visualization, and modelling for the data scientist" provides readers with contents including: Chapter 7 - Unsupervised learning; Chapter 8 - More R programming; Chapter 9 - Advanced R programming; Chapter 10 - Object oriented programming; Chapter 11 - Building an R package; Chapter 12 - Testing and package checking; Chapter 13 - Version control; Chapter 14 - Profiling and optimizing;...
181p
daonhiennhien
03-07-2024
2
1
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In present work, we present a framework of the topology optimization combined with the phase-field modelling with/ without interfacial damage for optimizing the damage resistance of the inclusion-matrix composites.
17p
viwalton
02-07-2024
1
1
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Circulating tumor cell (CTC) clusters play a critical role in carcinoma metastasis. However, the rarity of CTC clusters and the limitations of capture techniques have retarded the research progress. In vitro CTC clusters model can help to further understand the biological properties of CTC clusters and their clinical significance.
17p
vishanshan
27-06-2024
1
1
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Pancreatic ductal adenocarcinoma (PDAC) presents with a high mortality rate. Two important features of PDAC contribute to this poor outcome. The first is metastasis which occurs in~80% of PDAC patients. The second is cachexia, which compromises treatment tolerance for patients and reduces their quality of life.
19p
vishanshan
27-06-2024
1
1
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Part 1 of ebook "Construction scheduling, cost optimization, and management: A new model based on neurocomputing and object technologies" provides readers with contents including: introduction; overview of neural networks in civil engineering; neural dynamics model and its application to engineering design optimization; project planning and management and CPM;...
83p
mothoiphong
28-06-2024
1
1
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Part 2 of ebook "Construction scheduling, cost optimization, and management: A new model based on neurocomputing and object technologies" provides readers with contents including: a general mathematical formulation for project scheduling and cost optimization; neural dynamics cost optimization model for construction projects; object-oriented information model for construction project management; the CONSCOM framework;...
95p
mothoiphong
28-06-2024
1
1
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This study aimed to simulate the effects of this payment approach on different stakeholders, reduce the economic burden on TB patients, improve the quality of medical services, facilitate policy optimization, and offer a model for health care payment reforms that can be referenced by other regions throughout the world.
14p
vishanshan
27-06-2024
1
1
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Part 2 of ebook "Managing in recovering markets" provides readers with contents including: Chapter 17 - Critical factors within organizations influencing effective use of crm solutions; Chapter 18 - Customer voices incorporated in a marketing class - a review; Chapter 19 - Demutualisation of stock exchanges in India - the corporate governance chapter; Chapter 20 - Determining the optimal price point - using van westendorp’s price sensitivity meter; Chapter 21 - Do middle-level managers have a role in strategy formulation and implementation, insights into an indian public and private sector ...
252p
giangmacvien
22-06-2024
3
1
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In the era of targeted therapies, the influence of aging on cancer management varies from one patient to another. Assessing individual frailty using geriatric tools has its limitations, and is not appropriate for all patients especially the youngest one.
8p
vikoch
27-06-2024
1
1
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Papillary thyroid carcinoma (PTC) is the most frequent histological type of thyroid carcinoma. Although an increasing number of diagnostic methods have recently been developed, the diagnosis of a few nodules is still unsatisfactory. Therefore, the present study aimed to develop and validate a comprehensive prediction model to optimize the diagnosis of PTC.
11p
vikoch
27-06-2024
1
1
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In this paper, optimal MIQP models with two different objective functions to overcome the duck curve is introduced. The models are evaluated in the California power grid (CAISO), where the penetration of solar energy is significant.
9p
visergeyne
18-06-2024
3
0
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This paper will be broken into four sections. The introduction discusses the route planning control issues faced by the mobile robot. Section two details the mathematical modeling of an operating system designed for a mobile robot.
6p
viambani
18-06-2024
2
1
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Part 2 book "Power quality in power systems and electrical machines" includes content: Power system modeling under nonsinusoidal operating conditions, impact of poor power quality on reliability, relaying, and security, the roles of filters in power systems, optimal placement and sizing of shunt capacitor banks in the presence of harmonics, unified power quality conditioner (UPQC),... and other contents.
373p
dianmotminh03
17-06-2024
0
0
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Part 2 book "The electric power engineering handbook - Power system stability and control" includes content: Power system dynamic modeling, wide area monitoring and situational awareness, assessment of power system stability and dynamic security performance, power system dynamic interaction with turbine generators, wind power integration in power systems,flexible ac transmission systems (facts), energy management, generation control - economic dispatch and unit commitment, state estimation, optimal power flow, security analysis.
227p
dianmotminh03
17-06-2024
0
0
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Part 2 book "Thermal power plants - Modeling, control, and efficiency improvement" includes content: Modeling and simulation for subsystems of a fossil fuel power plant; conventional neural network–based technologies for improving fossil fuel power plant efficiency; online learning integrated with CFD to control temperature in combustion; online learning integrated with cfd to identify slagging and fouling distribution; integrating multiobjective optimization with computational fluid dynamics to optimize the boiler combustion process,... and other contents.
228p
dianmotminh03
17-06-2024
1
0
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In this study, we employ MaxEnt, a widely used species distribution modeling method, to predict climatically suitable habitat for P. nemaeus at present, and then project the optimal model using a range of future climate change scenarios to understand the possible shifts in response to climate change over the entire range of the Red-shanked Douc.
10p
viambani
18-06-2024
1
1
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