Feature generation

Part 1 book "Power plant equipment operation and maintenance guide" includes content: Gas turbine applications in power stations, gas turbine protective systems, and tests; steam turbine selection for combined cycle power systems; steam turbine maintenance; frequently asked questions about turbine generator balancing, vibration analysis, and maintenance; features enhancing the reliability and maintainability of steam turbines;... and other contents.

388p dianmotminh03 17-06-2024 2 0   Download

Anomaly detection for Internet of things (IoT) networks is a challenging issue due to the huge number of devices that connect to each other and generate huge amounts of data. In this study, we propose a model combining Autoencoder (AE) with classification algorithms to build an endto-end architecture for processing, feature extraction and data classification.

13p viambani 18-06-2024 7 1   Download

Part 1 book "Alternative energy systems - Design and analysis with induction generators" includes contents: Principles of alternative sources of energy and electric generation, steady state model of the induction generator, transient model of the induction generator, self excited induction generator, general characteristics of the induction generator, construction features of the induction generator, power electronics for interfacing induction generators, scalar control for induction generators.

191p dianmotminh01 14-05-2024 4 0   Download

In this paper, we present an in-house flexible and portable lidar system integrating an inexpensive, passively Q-switched laser Nd: YAG and a detection module operating in both analog and photon counting mode. This system is designed to study the atmospheric boundary layer (BL) and cirrus clouds (CC). The passively Q-switched Nd:YAG pulsed laser, operating at a second-harmonic generation (SHG) wavelength of 532 nm, features a pulse energy up to 200 mJ, a repetition rate of 1 Hz to 15 Hz, and a pulse duration of 15 ns.

14p dianmotminh02 03-05-2024 6 1   Download

Ebook "Fluorescent organic nanoparticles: New generation materials with diverse analytical and biomedical applications" provides a critical review of recent advances in the development of fluorescent organic nanoparticles as materials of choice for the design and fabrication of sensors, bioimaging agents and drug delivery systems. The properties and functions of nanoparticles differ significantly from those of their parent entities or their bulk phases.

72p tracanhphuonghoa1007 22-04-2024 5 2   Download

Prognosis evaluation of advanced breast cancer and therapeutic strategy are mostly based on clinical features of advanced disease and molecular profiling of the primary tumor. Very few studies have evaluated the impact of metastatic subtyping during the initial metastatic event in a prospective study.

15p vibransone 28-03-2024 7 2   Download

Recent rapid biotechnological breakthroughs have led to the identification of complex and unique molecular features that drive malignancies. Precision medicine has exploited next-generation sequencing and matched targeted therapy/immunotherapy deployment to successfully transform the outlook for several fatal cancers.

27p viellison 28-03-2024 6 2   Download

Ebook "Argonaute proteins: Methods and protocols" aids researchers in examining these versatile proteins in a wide variety of cell types; features practical, step-by-step protocols which open the door to future progress in the field of molecular therapeutics; contains expert tips and vital implementation advice to ensure success;...

262p lucchinguyen 28-12-2023 6 2   Download

Ebook "Charting the major Forex pairs: Focus on major currencies" expand upon the use of technical indicators by studying and charting the most commonly traded currency pairs. Featuring numerous historical charts generated by proprietary software and charting system, Charting the Major Forex Pairs provides Forex traders with a graphical interpretation of the markets, enabling them to instantly see patterns, and to enter into and exit positions with confidence.

257p loivantrinh 29-10-2023 7 3   Download

Ebook "VOIP voice and fax signal processing" includes content: PSTN basic infrastructure, interfaces, and signals; VoIP overview and infrastructure; voice compression; generic VAD/CNG for waveform codecs; packet loss concealment techniques; ECHO cancellation; DTMF Detection, Generation, and Rejection; caller ID features in VoIP; wideband voice modules operation,... and other contents.

592p haojiubujain07 20-09-2023 6 3   Download

Continued part 1, part 2 of ebook "Understanding machine learning: From theory to algorithms" provides readers with contents including: additional learning models; advanced theory; dimensionality reduction; generative models; feature selection and generation; rademacher complexities; proof of the fundamental theorem of learning theory; multiclass learnability; compression bounds;...

165p tieulangtran 28-09-2023 8 4   Download

Amongst soft chemical synthetic routes, the ionothermal synthesis method (using an ionic liquid) has attracted research tremendously due to their remarkable features especially in the case of TiO2 nanoparticles synthesis.

7p viberbers 09-08-2023 4 3   Download

In this workwe proposed a newly designed photonic crystal fiber (PCF) with a circular lattice, the difference between the air-hole diameters of the first ring and the other rings makes it possible to improve the nonlinear properties of fibers.

9p viberkshire 09-08-2023 7 5   Download

In this paper, we propose an artificial neural network (ANN) based method to predict the energy use in campus buildings in short-term time series from one hour up to one week. The proposed method analyzes and extracts the features from the historical data of load and temperature to generate the prediction of future energy consumption in the building based on sparsified K-means. To evaluate the performance of the proposed approach, historical load data in hourly resolution collected from the campus buildings in Chonnam National University were used.

13p nhanchienthien 25-07-2023 8 4   Download

Ebook PHP and MySQL web development: Part 2 includes contents: Chapter 16 interacting with the file system and the server, chapter 17 using network and protocol functions, chapter 18 managing the date and time, chapter 19 generating images, chapter 20 using session control in php, chapter 21 other useful features, chapter 22 using PHP and MySQL for large projects, chapter 23 debugging, chapter 24 building user authentication and personalization, chapter 25 building a shopping cart, chapter 26 building a content management system, chapter 27 building a web-based email service, chapter 28 bui...

519p haojiubujain03 24-07-2023 9 4   Download

Ebook Information and communication technology applications: Part 1 presents the following content: introduction to computers; generation of computers; features of computers; classification of computers; computer hardware; computer software;...Please refer to the documentation for more details.

69p chankora 16-06-2023 7 4   Download

Objectives: (1) Systematically review the literature on computerized audit and feedback (e-A&F) systems in healthcare. (2) Compare features of current systems against e-A&F best practices. (3) Generate hypotheses on how e-A&F systems may impact patient care and outcomes.

14p vighostrider 25-05-2023 8 2   Download

This paper presents an application of Multilayer Feed-forward Neural Networks (MLFN) for Dynamic Stability Assessment (DSA) with feature reduction techniques. Dynamic stability of the power system is first determined based on the generator relative rotor angles obtained from time domain simulations.

7p vidoctorstrange 06-05-2023 4 3   Download

3D animation software is extensively used to create graphics for special effects sequences in live-action films, in animated feature film production and for the generation of computer games and virtual reality content. It is a commonly held view within the computer graphics community that 3D animation software is ―just another tool‖ for self-expression. This research questions that view by examining the inherent nature of the tool itself. In doing so, some of the philosophical assumptions embedded in the design of the new digital tool are revealed.

99p runthenight05 01-03-2023 6 2   Download

The research objectives are defined below: Canvass all possible issues related to additional costs for sustainability requirements in office projects through literature review and existing studies; Identify available green features and technologies within green office projects in Australia; Determine pillars and sub-pillars for sustainability assessment, taking a TBL sustainability approach; Assess and determine sustainability contributions generated by green features and technologies in a new office project; Establish a multi-pillar decision-making framework for supporting the selection of...

334p runthenight04 02-02-2023 10 1   Download