Which techniques are used to improve the accuracy of deep learning models by compressing neural networks?

Hi all, I am looking for enhancing the accuracy of a deep learning model using some techniques to compress neural networks. Could someone suggest to me some of the tools/techniques,...

29 January 2021 1,781 4 View

What is the best weight initialization technique for neural networks ?

Hello everybody, I am looking to study the optimal technique to initialize weights in a large neural network with multiple hidden layers. A comparative study will be more than appreciated. Many...

16 January 2021 9,272 2 View

What are the current and future research directions in AI related to healthcare systems?

I want to have an idea about the current issues and future challenges of AI in the medical area. For that, I need some technical suggestions on the following questions: 1. How can we combine Big...

23 September 2020 8,431 3 View

Applying ML algorithms for remote sensing datasets?

Hello everyone, What're the best ML algorithms to train and test remote sensing datasets and how we make sure that a good classification is performed?

16 July 2020 5,419 4 View

Can we extract exosomes from stool using the Norgen Urine Exosome Purification kit?

After dilution of Fecal matter in PBS, the technician used the Noregen Urine Exosome Purification kit and RNA extraction. So my basic question is: Do you think we've got actual exosomes or just...

13 January 2020 1,420 2 View

What is the best method for organic acids extraction from soil samples taken from field trails ?

Hey everyone, Am looking for the best method for organic acids extraction from soil samples taken from field trials? I will be using the Reverse Phase HPLC for their determination. Thanks for...

14 January 2019 493 3 View

What are the mechanisms that gouvern the phosphorus availability for plant in deficient phosphorus soils?

What are the main mechanisms that play a significant role in phosphorus availability and increase phosphorus uptake by plants in soil.

16 October 2017 3,677 9 View

NS3 or omnet++ for simulating sdn cellular network ?

05 April 2017 4,820 5 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