KPCA or MPCA which one is better to reduce the data dimensionality and feature extarction?

More Dr S Velliangiri's questions See All

Which one is better SCI with low impact factor or SCIE with high impact factor?

I decide submit my paper before I have little confusion that's what here I have post. In this regard, I except all your valuable suggestions

08 September 2018 6,638 8 View

Special Issue in IoT Security?

Special Issue in IoT Security

06 July 2018 3,028 4 View

If we try to publish directly any conference special issue, then that paper will be considered as a conference paper or journal paper?

if we try to publish directly any conference special issue, then that paper will be considered as a conference paper or journal paper

06 July 2018 2,553 11 View

Is there IEEE Conference and exteded to publish special issue in elseiver and SCI journals?

Conference with special Issue

05 June 2018 4,383 2 View

Any Special Issue on IoT Analytics?

Special Issue on IoT Analytics

05 June 2018 2,611 4 View

What are the best deep/machine learning journals to follow?

deep learning and machine learning

04 May 2018 5,516 3 View

Is it necessary to mention reviewer while submitting research paper on Elsevier?

Is it necessary to mention reviewer while submitting research paper on Elsevier

04 May 2018 1,319 9 View

IIs there any online or offline Grammar Checker and or spell cheker software to be used for manuscript editing?

IIs there any online or offline Grammar Checker and or spell cheker software to be used for manuscript editing

04 May 2018 8,654 2 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Is there any one who can provide a donation of HPV detection and genotyping kits in exchange collaboration fors?

Warm greetings My name is Ayichew S. and I am doing my Ph.D. in Medical Microbiology (on Human papillomavirus). At this stage, I have almost completed a clinical sample Cervical swabs)...

25 February 2021 1,660 3 View

Is there any one who can provide a donation of HPV detection and genotyping kits in exchange collaboration forms?

Warm greetings! My name is Ayichew S. and I am doing my Ph.D. in Medical Microbiology focusing on Human papillomavirus). At this stage, I have almost completed a clinical sample (Cervical swabs)...

25 February 2021 3,612 3 View

What urea buffer can i use for biotagged protein extraction from streptavidin beads?

Hi all, I have been doing research on biotagged LDB1 proteins in Mel cells. I purify the proteins using M280 streptavidin beads. The yield is very low so I've been trying to optimize it by...

24 February 2021 5,749 3 View

What is the biochemistry of acidic solvents for phenolics extraction in strawberry?

I am using the Folin-Ciocalteu method for analysis of total phenolic content in ripe strawberries. I've read several protocol that suggest a methanol/H2O/formic acid (80:19:1) extraction solution....

22 February 2021 6,560 3 View

Protocol for membrane extraction E. coli?

Hello! I am interested in determining whether a poly-unsaturated fatty acid I have engineered E. coli to produce is being incorporated into the membrane of the cells or if it is simply a free...

21 February 2021 7,447 2 View

Using 1D CNN for pixel classification in an image?

I have a 3D Image of size 100x100x100. I have features (feature dimension 25) extracted for each pixel by considering a small pacth around it. So the input to 1D CNN is 100x100x100x25 reshaped to...

17 February 2021 941 4 View

Solid Phase Extraction of drug product containing nanoparticles ?

Hi Everyone, I am trying to develop an SPE method for the vaccine which contains Matrix-M (saponin Quillaja Saponaria ) which is in nano-particle form and size is around 40nm. These nanoparticles...

16 February 2021 1,389 2 View

Does anyone know what are the pros and cons for using autoencoders instead of CNNs for features extraction in neural networks?

Are there papers that talk about the possible advantages and disadvantages of using autoencoders instead of CNNs for feature extraction in neural network?

15 February 2021 6,952 3 View

Acid phenol:chloroform (25:24:1) for RNA extraction instead of (125:24:1)?

Hi everyone! I am about to extract RNA for RNA sequencing assays and my Invitrogen kit/protocol...

14 February 2021 1,755 3 View

Dr Santhosh Kumar

Kernel Principal Component is best to reduce the data dimensionality and feature extraction.

Refer this article:

https://www.frontiersin.org/articles/10.3389/fnsys.2012.00074/full

Ali Taghvaie Nakhjiri

KPCA

E.A. Gawad

you can find a good dealing in

Proceedings of the Second International Conference on Computer and Communication vol 3

send ma an email

[email protected]

I'll provide you a copy if you want

best wishes

Ebrahim