Complex networks

The process of neural stem cell (NSC) differentiation into neurons is crucial for the development of potential cell-centered treatments for central nervous system disorders. However, predicting, identifying, and anticipating this differentiation is complex. In this study, we propose the implementation of a convolutional neural network model for the predictable recognition of NSC fate, utilizing single-cell brightfield images.

7p vithomson 02-07-2024 0 0   Download

Part 2 of ebook "Machine learning in medicine - A complete overview" provides readers with contents including: Chapter 50 - Neural networks for assessing relationships that are typically nonlinear; Chapter 51 - Complex samples methodologies for unbiased sampling; Chapter 52 - Correspondence analysis for identifying the best of multiple treatments in multiple groups; Chapter 53 - Decision trees for decision analysis; Chapter 54 - Multi-dimensional scaling for visualizing experienced drug efficacies; Chapter 55 - Stochastic processes for long term predictions from short term observations;...

194p daonhiennhien 03-07-2024 1 1   Download

In this study, the simultaneous determination of Co, Cd, Ni, Cu, and Pb was carried out as a color complex with 4-(2-pyridylazo) resorcinol in an aqueous solution under the assesting of machine learning. A partial least-squares multivariate linear regression and artificial neuron network for the analysis of mixtures of metals were developed. MATLAB is a powerful software machine learning program that was used to support matrix calculations and displays.

8p visergeyne 18-06-2024 0 0   Download

This paper proposes using a non-linear system to generate chaos-based coefficient sequences applied in the sensor nodes of a landslide warning system. The experimental study demonstrated that the sensor node utilizing pseudo-random sampling is faster and less complex in comparison to the sensor node employing random sampling.

8p visergeyne 18-06-2024 0 0   Download

Part 1 book "Hughes - Electrical and electronic technology" includes content: International system of measurement, introduction to electrical systems, simple dc circuits, network theorems, capacitance and capacitors, electromagnetism, simple magnetic circuits, inductance in a DC circuit, alternating voltage and current, single phase series circuits, single phase parallel networks, power in AC circuits, complex notation, resonance in AC circuit, network theorems applied to ac networks,... and other contents.

498p dianmotminh03 17-06-2024 1 0   Download

Part 2 book "Renewable energy and power supply challenges for rural regions" includes content: The exploitation of wind systems in rural electrical network; factors affecting the power efficient operation of wind diesel complexes; strategies for protection systems of wind turbines with doubly fed induction generator; energy and water saving on the pumping stations of karshi main canal; improving the power quality of rural consumers by means of electricity cost adjustment; resonant power system for electric transport.

236p dianmotminh03 11-06-2024 12 1   Download

Part 1 book "Hughes electrical and electronic technology" includes content: International system of measurement, introduction to electrical systems, simple dc circuits, network theorems, capacitance and capacitors, electromagnetism, simple magnetic circuits, inductance in a DC circuit, alternating voltage and current, single phase series circuits, single phase parallel networks, power in AC circuits, complex notation, resonance in AC circuits; network theorems applied to ac networks; electronic systems; passive filters,... and other contents.

578p dianmotminh03 03-06-2024 4 2   Download

Part 1 of ebook "Complex dynamics in communication networks" provides readers with contents including: nonlinear dynamics of TCP and its implications to network performance; dynamics of congestion control; statistical properties of chaos in communication networks; on dynamics of transport protocols over wide-area internet connections; dynamical properties of externally driven TCP traffic;...

166p dongmelo 20-05-2024 3 2   Download

Continued part 1, part 2 of ebook "Complex dynamics in communication networks" provides readers with contents including: chaos-based generation of artificial self-similar traffic; macroscopic dynamics in large-scale data networks; modelling the complex internet topology; evolution of the internet topology and traffic dynamics of data packets; nonlinear instabilities in TCP-RED; synchronization in complex networks;...

202p dongmelo 20-05-2024 4 2   Download

Part 1 of ebook "Complex systems and self-organization modelling" provides readers with contents including: Part I - Complex system modelling and methodology; Part II - Swarm intelligence and neuronal learning;...

97p dongmelo 20-05-2024 4 2   Download

Part 2 book "Electrical circuit theory and technology" includes content: Revision of complex numbers, application of complex numbers to series a.c. circuits, application of complex numbers to parallel a.c. networks, power in a.c. circuits, a.c. bridges, series resonance and Q-factor, parallel resonance and Q-factor,... and other contents.

408p dianmotminh01 17-05-2024 2 2   Download

Part 2 book "Electrical circuit theory and technology" includes contents: Revision of complex numbers, application of complex numbers to series a.c. circuits, application of complex numbers to parallel a.c. networks, power in a.c. circuits,a.c. bridges, series resonance and q factor, parallel resonance and q factor, introduction to network analysis, mesh current and nodal analysis, the superposition theorem, thévenin’s and Norton’s theorems,... and other contents.

434p dianmotminh01 17-05-2024 11 4   Download

Part 2 book "Electrical circuit theory and technology" includes content: Revision of complex numbers, application of complex numbers to series a.c. circuits, application of complex numbers to parallel a.c. networks, power in a.c. circuits, a.c. bridges, series resonance and Q-factor, parallel resonance and Q-factor,... and other contents.

572p dianmotminh01 17-05-2024 6 3   Download

This modeling is performed on an experimental data set of complexes, where the metal ions of these complexes include transition ion metals and lanthanide ion metals. We use these models to develop a series of new thiosemicarbazone and their complexes; simultaneously, the complexes are worked out the stability constants from the novel models.

9p dianmotminh02 03-05-2024 4 1   Download

In the complexity and dynamic supply chain network, understanding the integrity definition is paramount as to uphold Halal integrity from “farm to fork” to avoid miss-communication and fraudulent. This is because, the perceptions of Halal integrity varied among the Halal food supply chain stakeholders due to difference in scenario and perspectives.

9p longtimenosee10 26-04-2024 3 1   Download

Learning evaluation is a complex task, and this study illustrates the Constructive Assessment of Learning as a complementary alternative to evaluate the computational cognition schema construction. The authors designed a mental representational task under the Chronometric Constructive Cognitive Learning Evaluation Model.

14p viarnault 25-04-2024 2 1   Download

In the global supply chain, large trucks, tractors, and semi trailers are essential as the final step in this complex network. However, they have many potential dangers because the gaps from the semi-trailers floor to the road surface are high, so small cars easily get underride.

5p vijaychest 24-04-2024 4 2   Download

Construction industry of Malaysia is a complex and confronts with serious issues of cost overrun. Construction supply chain which involves multi-layered supply network carries lot of potential for conflict and additional costs involving additional transaction cost. To tackle this issue, the primary aim of this study is to identify component of waste in transaction cost within multi-layered supply chain network in Malaysian construction industry. The qualitative research approach is adopted to achieve the research objectives of this study.

7p longtimenosee09 08-04-2024 2 2   Download

Part 2 of ebook "Software engineering, artificial intelligence, networking and parallel/distributed computing 2011" includes the following main contents: comparison of region based and weighted principal component analysis and locally salient ICA in terms of facial expression recognition; web health portal to enhance patient safety in Australian healthcare systems; peer-based complex profile management; detecting unwanted email using VAT; improving smart card security using elliptic curve cryptography over prime field (Fp);...

101p khuynhlinhnguyet1009 05-04-2024 2 1   Download

The conventional linear econometric and statistical models are not effective for forecasting the nonlinear and complex nature of crude oil prices. Computational intelligence techniques and hybrid modelling principles have been proposed to address this issue. Multiple forecasts can be combined using linear or nonlinear methods to create an aggregate forecast.

6p viritesh 02-04-2024 3 1   Download