Deterministic and stochastic models for coalescence (aggregation and coagulation): a review of the mean-field theory for probabilists

DJ Aldous - 1999 - projecteuclid.org
Consider N particles, which merge into clusters according to the following rule: a cluster of
size x and a cluster of size y merge at stochastic rate K (x, y)/N, where K is a specified rate …

[PDF][PDF] The continuum random tree. II. An overview

D Aldous - Stochastic analysis (Durham, 1990), 1991 - Citeseer
To give the really big picture in a paragraph, consider a tree on n vertices. View the vertices
as points in abstract (rather than d-dimensional) space, but let the edges have length (= 1 …

Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city

M Shafiq, Z Tian, Y Sun, X Du, M Guizani - Future Generation Computer …, 2020 - Elsevier
Identifying cyber attacks traffic is very important for the Internet of things (IoT) security in
smart city. Recently, the research community in the field of IoT Security endeavor hard to …

Improving prediction of water quality indices using novel hybrid machine-learning algorithms

DT Bui, K Khosravi, J Tiefenbacher, H Nguyen… - Science of the Total …, 2020 - Elsevier
River water quality assessment is one of the most important tasks to enhance water
resources management plans. A water quality index (WQI) considers several water quality …

A detailed analysis of the KDD CUP 99 data set

M Tavallaee, E Bagheri, W Lu… - 2009 IEEE symposium …, 2009 - ieeexplore.ieee.org
During the last decade, anomaly detection has attracted the attention of many researchers to
overcome the weakness of signature-based IDSs in detecting novel attacks, and …

Improving an intelligent detection system for coronary heart disease using a two‐tier classifier ensemble

BA Tama, S Im, S Lee - BioMed Research International, 2020 - Wiley Online Library
Coronary heart disease (CHD) is one of the severe health issues and is one of the most
common types of heart diseases. It is the most frequent cause of mortality across the globe …

[图书][B] Statistics for long-memory processes

J Beran - 2017 - taylorfrancis.com
Statistical Methods for Long Term Memory Processes covers the diverse statistical methods
and applications for data with long-range dependence. Presenting material that previously …

[PDF][PDF] Markov chain Monte Carlo algorithms for the Bayesian analysis of phylogenetic trees

B Larget, DL Simon - Molecular biology and evolution, 1999 - academia.edu
This paper describes a Bayesian approach to phylogeny reconstruction and introduces
novel Markov chain Monte Carlo (MCMC) algorithms to solve the computational aspects of …

[图书][B] Combinatorial stochastic processes: Ecole d'eté de probabilités de saint-flour xxxii-2002

J Pitman - 2006 - books.google.com
Three series of lectures were given at the 32nd Probability Summer School in Saint-Flour
(July 7–24, 2002), by the Professors Pitman, Tsirelson and Werner …

[图书][B] Measure-valued Markov processes

DA Dawson, B Maisonneuve, J Spencer, D Dawson - 1993 - Springer
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