Random process

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

In this book you will find the basics of probability theory and statistics. In addition, there are several topics that go somewhat beyond the basics but that ought to be present in an introductory course: simulation, the Poisson process, the law of large numbers, and the central limit theorem. Computers have brought many changes in statistics. In particular, the bootstrap has earned its place. It provides the possibility to derive confidence intervals and perform tests of hypotheses where traditional (normal approximation or large sample) methods are inappropriate.

484p zizaybay1103 29-05-2024 3 1   Download

"The investigation of hot-hand fallacy and gambler’s fallacy in foreign exchange markets" using high frequency foreign exchange market data adopted from the Electronic Brokerage Service (EBS) platform, we explore whether a sequence of continuous trades and reversal trades bring judgment errors associated with processing information from random sequences for institutional investors. We find that, in keeping with hot-hand fallacy, longer spans lead to greater expectations for a continuation.

11p dathienlang1012 03-05-2024 0 0   Download

Probability and Computer science - Lecture 7: Continuous distributions and poisson process. This lecture provides students with content including: continuous random variables; poisson process; queuing theory just a glance; uniform distribution; exponential distribution;... Please refer to the detailed content of the lecture!

27p codabach1016 03-05-2024 2 0   Download

Ebook "Partitions, hypergeometric systems, and dirichlet processes in statistics" focuses on statistical inferences related to various combinatorial stochastic processes. Specifically, it discusses the intersection of three subjects that are generally studied independently of each other: partitions, hypergeometric systems, and Dirichlet processes. The Gibbs partition is a family of measures on integer partition, and several prior processes, such as the Dirichlet process, naturally appear in connection with infinite exchangeable Gibbs partitions.

140p tracanhphuonghoa1007 22-04-2024 5 2   Download

The aims of this study is to examine the effect of security, quality of service, operations and information management and trustworthiness on Eloyalty customer moderated by customer satisfaction for online shop website. The sample was taken using random sampling technique as many as 1300 respondents. The data was tabulated and processed using questionnaires, interviews, observation and documentation. The results of this study showed that security, information management, reliability and trustworthiness has positive and direct impact on customer satisfaction.

9p longtimenosee09 08-04-2024 1 0   Download

In this article, we introduced Bayesian Group Chain Sampling Plan (BGChSP) using different combination of parameters. In acceptance sampling plan, the random fluctuations can be describe in the selection of distribution Bayesian approach which is based on prior process history. We apply beta distribution as a suitable prior distribution. By considering consumer’s and producer’s risks, we consider Probabilistic and Indifference Quality Regions for the specified AQL and LQL. For the selection of parameters in BGChSP, Maximum Allowable Percent Defectives (MAPD) is also considered.

6p longtimenosee09 08-04-2024 1 0   Download

This study conducted confidence interval estimation to assess variation in the fat content of hamburger samples from a restaurant, using Minitab. The standard for mean fat content was set at 15 grams as per accepted regulatory requirements, with a standard deviation of 1 gram. In this study twenty samples were selected at random and statistical process control was determined by the individual moving range (I-MR) test. The I-MR chart conducted on twenty individual hamburger samples showed that the fat content was in statistical process control.

9p longtimenosee07 29-03-2024 2 1   Download

Ebook "Classical and spatial stochastic processes: With applications to biology (Second edition)" presents the concepts and applications of random processes with the same illuminating simplicity as its first edition, but with the notable addition of substantial modern material on biological modeling. While still treating many important problems in fields such as engineering and mathematical physics, the book also focuses on the highly relevant topics of cancerous mutations, influenza evolution, drug resistance, and immune response.

271p manmanthanhla0201 26-02-2024 4 1   Download

Part 2 book "Advanced engineering mathematics with MATLAB R" includes content: Complex variables; the fourier transform; the laplace transform; the Z transform; the hilbert transform; green’s functions; probability; random processes; Itô’s stochastic calculus.

540p muasambanhan06 01-02-2024 2 1   Download

Part 1 book "An introduction to statistical mechanics and thermodynamics" includes content: The classical ideal gas; discrete probability theory; the classical ideal gas - configurational entropy; continuous random numbers; the classical ideal gas - energy dependence of entropy; classical gases - ideal and otherwise; temperature, pressure, chemical potential, and all that;... and other contents.

219p muasambanhan06 01-02-2024 4 1   Download

Part 1 book "Fundamentals of communication systems" includes content: Introduction, signals and linear systems, amplitude modulation, angle modulation, probability and random processes, effect of noise on analog communcation systems, analog to digital conversion, digital modulation methods in an additive white gaussian noise channel.

505p muasambanhan06 03-02-2024 6 2   Download

Continued part 1, part 2 of ebook "Fundamentals of digital communication" provides readers with contents including: Chapter 6 - Information-theoretic limits and their computation; Chapter 7 - Channel coding; Chapter 8 - Wireless communication; Appendix A - Probability, random variables, and random processes; Appendix B - The Chernoff bound;...

249p mocthanhdao0210 19-11-2023 4 3   Download

This paper presents an effective approach for implementing content address memory (CAM) based on Nonvolatile random-access memory (NV-RAM) technologies. We used the 2T-2R bitcell structure implemented on a 65nm CMOS process with a special in-memory matching circuit for realizing low-delay and energy-efficient lookup operations.

11p visystrom 22-11-2023 10 6   Download

Part 1 of ebook "Statistics with Julia: Fundamentals for data science, machine learning and artificial intelligence" provides readers with contents including: introducing Julia - DRAFT; basic probability - DRAFT; probability distributions - DRAFT; processing and summarizing data - DRAFT;...

186p tieulangtran 28-09-2023 7 2   Download

Lecture Digital image processing - Chapter 5: Image restoration provide students with content about: concept of image restoration; white noise (white random process); image degradation with additive noise; band reject filters; harmonic and contraharmonic filters; order-statistics filters;... Please refer to the detailed lecture content!

65p diepkhinhchau 18-09-2023 6 4   Download

Continued part 1, part 2 of ebook "Probability theory" provides readers with contents including: properties of the trajectories of random walks zero-one laws; random walks and factorisation identities; sequences of dependent trials markov chains; information and entropy; stationary sequences; stochastic recursive sequences; continuous time random processes; processes with independent increments; functional limit theorems;...

409p hanlinhchi 29-08-2023 6 3   Download

Part 2 book "Modern digital and analog communication systems" includes content: Fundamentals of probability theory, random processes and spectral analysis, performance analysis of digital communication systems, spread spectrum communications, digital communications under linearly distortive channels, introduction to information theory, error correcting codes

512p oursky02 07-08-2023 8 5   Download

After completing this chapter, students will be able to: Identify the population and sampling frame to select an appropriate sample, argue for how results from a sample are generalizable to its population, use probability sampling procedures to produce a random sample, use nonprobability procedures to produce an appropriate sample

15p haojiubujain04 27-07-2023 6 5   Download

Part 1 of ebook "Reliability and statistics in geotechnical engineering" provides readers with content including: tntroduction – uncertainty and risk in geotechnical engineering; uncertainty; probability; inference; risk, decisions and judgment;...

314p dieptieuung 19-07-2023 8 4   Download