How to Modify FoolBox I-FGSM Attack Region?

Dear All, Based on I-FGSM (Iterative Fast Gradient Sign Attack) in FoolBox Library Attack, (https://foolbox.readthedocs.io/en/latest/) the attack try to cross the region (example "positive to...

10 November 2018 6,648 0 View

The parameter Gamma in one-class classifier shows what things exactly?

Dear Researchers, I want to know the parameter Gamma in one-class classifier (SVM) shows what things exactly? Is it correct if parameter Gamma is large, then fewer support vectors are selected...

09 October 2018 6,885 0 View

How To Improve the security of Deep Networks ?

Dear Researchers, I need several references (articles) regarding how to improve the security of deep networks specially CNN? Thanks

31 December 2017 6,315 0 View

Is There Any Algorithm for Quality Factor Estimation?

Dear Researchers, Is there any algorithm for quality factor estimation that worked also for high QF? (between 80 till 100) Thanks

09 October 2017 8,314 0 View

Deep Learning with Caffe Library

Dear Researchers, I am new in deep learning with Caffe library. I need some documents related to Caffe in Python. Unfortunately, there is no any document in the official website of Caffe. Thanks

07 August 2017 2,295 1 View

How to test one-class-classification from two-class?

Dear Researchers, i trained one-class-classification (svmtrain) with 1400 features (H0). I want to test this model (H0) with two-class examples (H0 and H1) that the first class is H0 and the...

04 May 2017 9,415 4 View

Why my regression is Nan in accuracy struct Libsvm ?

04 May 2017 4,092 0 View

How can I test one-class-classification using libsvm

04 May 2017 9,602 3 View

Connected Component with Red Box using Matlab?

Dear researchers, I have a binary text image and I want to use connected component that the red bod drawing for each component. How can I do it or is there any Matlab code for do it? Regards, Ehsan

03 April 2017 4,215 0 View

How to use Probability (-b1) for one-class classification using LibSVM?

03 April 2017 5,884 0 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 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

Can you share me how teacher education is managed in your respective national educational system?

I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.

02 March 2021 1,516 4 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

What is the difference between L1 and L2 regularization in machine learning?

L1 and L2 regularization

28 February 2021 4,187 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

Is there any Machine Learning/AI algorithm that lets you predict with incomplete features without missing value imputation process?

For instance, the model is trained with A,B,C,D,E features to predict F target. Then, I want to make prediction on a new data, but with only A,C,D,E is known without doing missing value imputation...

28 February 2021 1,556 6 View

How can I represent SDS-PAGE results for machine learning analysis?

I am trying to classify and analyze the results of an SDS-PAGE based array for bacterial detection using machine learning, but I have trouble finding the best way to represent the results with...

27 February 2021 9,176 3 View