Zobrazeno 1 - 10
of 149
pro vyhledávání: '"Absalom E Ezugwu"'
Publikováno v:
PLoS ONE, Vol 18, Iss 3, p e0282812 (2023)
Feature selection problem represents the field of study that requires approximate algorithms to identify discriminative and optimally combined features. The evaluation and suitability of these selected features are often analyzed using classifiers. T
Externí odkaz:
https://doaj.org/article/7b1e927314114336909f78c12e5c07b1
Publikováno v:
PLoS ONE, Vol 17, Iss 11, p e0275346 (2022)
This paper proposes an improvement to the dwarf mongoose optimization (DMO) algorithm called the advanced dwarf mongoose optimization (ADMO) algorithm. The improvement goal is to solve the low convergence rate limitation of the DMO. This situation ar
Externí odkaz:
https://doaj.org/article/3e2666ca426b4bf481707bd80dd277cd
Publikováno v:
PLoS ONE, Vol 17, Iss 10, p e0274850 (2022)
Selecting appropriate feature subsets is a vital task in machine learning. Its main goal is to remove noisy, irrelevant, and redundant feature subsets that could negatively impact the learning model's accuracy and improve classification performance w
Externí odkaz:
https://doaj.org/article/1b11555058eb4b11aba952d2b4fc6587
Autor:
Abiodun M Ikotun, Absalom E Ezugwu
Publikováno v:
PLoS ONE, Vol 17, Iss 8, p e0272861 (2022)
Kmeans clustering algorithm is an iterative unsupervised learning algorithm that tries to partition the given dataset into k pre-defined distinct non-overlapping clusters where each data point belongs to only one group. However, its performance is af
Externí odkaz:
https://doaj.org/article/53cfb631ba274d248c69c4ed98bf9e42
Autor:
Jeffrey O Agushaka, Absalom E Ezugwu
Publikováno v:
PLoS ONE, Vol 16, Iss 8, p e0255703 (2021)
The distributive power of the arithmetic operators: multiplication, division, addition, and subtraction, gives the arithmetic optimization algorithm (AOA) its unique ability to find the global optimum for optimization problems used to test its perfor
Externí odkaz:
https://doaj.org/article/dd71944f3d834263a413dde31dd503e1
Publikováno v:
PLoS ONE, Vol 13, Iss 3, p e0193751 (2018)
The intelligent water drop algorithm is a swarm-based metaheuristic algorithm, inspired by the characteristics of water drops in the river and the environmental changes resulting from the action of the flowing river. Since its appearance as an altern
Externí odkaz:
https://doaj.org/article/c56b7f7c80e8492a831e61626721c9b2
Publikováno v:
PLoS ONE, Vol 13, Iss 7, p e0200030 (2018)
This paper addresses the problem of makespan minimization on unrelated parallel machines with sequence dependent setup times. The symbiotic organisms search (SOS) algorithm is a new and popular global optimization technique that has received wide acc
Externí odkaz:
https://doaj.org/article/1221f97c400343a3a6267c404e95eb3d
Publikováno v:
PLoS ONE, Vol 12, Iss 5, p e0177567 (2017)
The Grid scheduler, schedules user jobs on the best available resource in terms of resource characteristics by optimizing job execution time. Resource failure in Grid is no longer an exception but a regular occurring event as resources are increasing
Externí odkaz:
https://doaj.org/article/9c20fcb0f065435790370eba349f3e98
Autor:
Shaik Abdul Nabi, Ponugoti Kalpana, N. Subhash Chandra, L. Smitha, K. Naresh, Absalom E. Ezugwu, Laith Abualigah
Publikováno v:
Informatics in Medicine Unlocked, Vol 49, Iss , Pp 101547- (2024)
In the field of cognitive healthcare Internet of Things (CH-IoT), there is a strong demand for reliable and minimally intrusive smart gadgets that consistently acquire, analyse, and obtain the confidential health details of the individual. In fact, C
Externí odkaz:
https://doaj.org/article/40e580ded71545709f2822f001ce0a36
Publikováno v:
Information Sciences. 622:178-210