Abdullah Al Imran

7 Questions 11 Answers 0 Followers

Questions related from Abdullah Al Imran

What are the techniques you follow to select/optimize the hyperparameters of Deep Neural Network models?

I would like to know your approaches for selecting the best hyperparameters for DNN models such as: Number of epochs Choice of optimizer Varying the regularization method Choice of activation...

01 January 2019 3,052 0 View

What are the state-of-the-art methodologies on "learning from small data"?

A recent social media post from Andrew Ng: "Deep Learning is getting really good on Big Data/millions of images. But Small Data is important too. Am seeing many exciting applications at Landing AI...

09 September 2018 8,303 1 View

Can you please suggest some good journals for publishing Educational Data Mining related works?

I have a research work on the application of data mining in the education field. The research incorporates classification, regression tasks as well as mining interesting patterns and some...

08 August 2018 5,946 3 View

What are some nature inspired algorithms for feature selection?

Could you list some nature inspired algorithms for performing feature selection task in a machine learning project? Any existing libraries in Python/R for this particular task? I already know...

08 August 2018 2,267 4 View

Any good tool for performing evolutionary/genetic algorithm based feature selection?

I'm searching for some good tools that offers easy way to apply evolutionary/genetic algorithm for selecting best feature from a dataset. I was wondering if this task can be performed in KNIME,...

08 August 2018 1,462 4 View

What are some current research trends in Data Mining and Knowledge Discovery?

Could you please share some current research trends/topics/techniques in Data Mining and Knowledge Discovery?

01 January 1970 7,854 5 View

List some latest/effective techniques that can help models learning from imbalanced data.

What are the mostly used, latest and effective techniques for learning from imbalancd dataset? The techniques I am aware of: * Resampling Techniques: Random Undersampling Random...

01 January 1970 9,146 7 View