01 January 1970 0 4K Report

Hi fellow researchers,

I am at the stage of my project where I need to bounce off ideas from someone who shares similar research interests before finalising the dataset and methodology. 

Questions such as:

  • For the simplest kick-start possible, should I employ Elementary Cellular Automation (ECA) or Generative Adversarial Networks (GAN)?
  • Assuming ECA is the simplest starting point, does it make sense to encode stock prices using 8 or 10 bit binary strings as inputs into Elementary Cellular Automata (ECA)?
  • Perhaps, break down a time series into multiple 100 sub-sequences to try to infer overlapping rules that might generate the same output after iterating the ECA 100 times?
  • How do I link ECA patterns to market factors or otherwise since investors dont like black boxes?

    • Please let me know if you need any other details before committing your time in this project.

    Thank you.

    Yeu

    Reference:

    Causal deconvolution by algorithmic generative models | Nature Machine Intelligence

    More Yeu Mak's questions See All
    Choice of Ab for Co-IP: Does an anti-(tag) antibody (such as anti-flag/ anti-myc) a must if I am using co-transfected cells for Co-IP?

    Hi guys, I am trying to detect the binding of 2 proteins by Co-immunoprecipitation. However, the choice of antibody is confusing me. I tried probing the endogenous protein right away but the...

    16 February 2021 9,050 5 View

    Any advice on the transfection reagent for mouse ES cells?

    Hey guys, I have try several transfection reagent (Xfect, lipofectamine 3000, PolyJet) for transfecting mouse ES cells. But the transfection efficiency is quite low. The best I can get is 50%...

    23 October 2015 5,369 9 View

    Why am I getting crooked bands in SDS-PAGE?

    Why am I getting this type of pattern? I am thinking the problem is either the running buffer or the sample buffer. I have changed new running buffer but the bands are still crooked. Could the...

    30 January 2015 8,216 11 View

    How might we be able to preserve the past through old or traditional buildings?

    How can people keep the past when the city is being moved forward?

    25 November 2013 1,787 2 View

    Similar questions and discussions
    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

    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

    Ideas for Phd's Thesis on pricing (Marketing)?

    Hi everyone, I'm studying Marketing and I would like to write my PhD thesis on the topic of pricing. Any specific ideas?

    02 March 2021 9,706 5 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

    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

    How to calculate the crystallinity of cellulose film?

    27 February 2021 2,753 4 View

    What are the important topics in the field of Artificial Intelligence in Business world?

    Dear All, I am doing my MS in Electronic Businesses. And I am interested in the AI field and its applications for businesses, its benefits, impacts, etc. What kind of scientific research dominate...

    26 February 2021 8,816 6 View

    Our partners will collect data and use cookies for ad personalization and measurement. Learn how we and our ad partner Google, collect and use data. Agree & close