How can we figure out that our dataset is really noisy - both in terms of the data-points and labels ?
Dr Sharma
For a machine learning problem, how do I theoretically calculate the maximum number of support vectors required to solve the machine learning problem ?
11 December 2019 6,823 8 View
Given a paragraph, are there standard techniques on paragraph summarization, like extracting relevant keywords. Anything in this direction will be help-ful
11 December 2019 2,679 6 View
I was wondering if there are other popular alternatives to back-propagation through which neural networks can learn the weights.
11 December 2019 6,181 6 View
How do I theoretically calculate the minimum number of support vectors required to solve a machine learning problem ?
11 December 2019 9,129 7 View
Hi, is there any quantifiable scientific process to understand whether a deep learning model trained on a certain image classification dataset can be used for transfer learning for image...
10 November 2019 5,614 2 View
Given a dataset, is there a systematic way to come to a maximum classification accuracy, beyond which no algorithm or classifier can improve the accuracy ?
10 November 2019 7,882 7 View
Reduction of noise in training labels.
10 November 2019 5,982 3 View
Clustering - Neural Netowrks
08 September 2018 4,811 4 View
CNNs, Deep Learning, ResNet, Residual Connections
06 July 2018 625 5 View
Deep Learning - Transfer Learning
06 July 2018 5,012 5 View
What Characteristics makes CNN work better?
03 March 2021 1,458 4 View
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
I have dataset which shows the length of power lines. I need to classify the lines based on the line length. Is there a rule to classify the High voltage (HV) and low voltage (LV) lines based on...
03 March 2021 4,116 4 View
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
i am try to classify the x-ray images. During classification , can i block unwanted images (except x-ray image).
03 March 2021 7,100 1 View
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
The range of forms and sizes of cavities in rock is very big. Is there a classification scheme for rock cavities regarding their size and shape?
02 March 2021 4,511 3 View
Hello! I have a dataset of n=3000 nested within 8 countries with approximately 200 or 400 responses in each country. I originally planned to perform multilevel modelling with 4 dependent variables...
02 March 2021 6,865 1 View
Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?
02 March 2021 1,493 4 View
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