Questions tagged [applications]

For questions about clarifications, methods, algorithms or best practices for or examples of (possible) applications of Artificial Intelligence and Machine Learning algorithms.

25 questions with no upvoted or accepted answers
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11
votes
6answers
435 views

Can an AI be trained to generate the outline of a story?

I know that one of the recent fads right now is to train a neural network to generate screenplays and new episodes of e.g. the Friends or The Simpsons, and that's fine: it's interesting and might be ...
5
votes
1answer
98 views

How to detect frauds in advertising business using machine learning?

I am very beginner to this world. I still learning the basics of Machine learning and AI but i have a problem at hand and i am not sure which technique or Algorithm can be applied on it. I am working ...
4
votes
2answers
517 views

Is it possible to use AI to reverse engineer software?

I was thinking of something of the sort: Build a program (call this one fake user) that generates lots and lots and lots of data based on the usage of another program (call this one target) using ...
3
votes
0answers
43 views

Is there an efficiency swarm Intelligence algorithm for off-chain channels routing in blockchain?

One of the solutions to scale blockchain is to use off-chain channels. You can find its definition here: https://en.bitcoin.it/wiki/Off-Chain_Transactions. However, one of the problems of off-chain ...
2
votes
0answers
27 views

How can I predict the nutrients in dishes given the ingredients used to prepare them?

I want to know which algorithm will work most efficiently for calculating nutrients present in a food dish if I am giving the ingredients used in the food. Basically, let us assume that I want to make ...
2
votes
2answers
81 views

Are there any public real-life code examples of ML applications in Python?

Problems I often face at work usually differ from tutorial or book-like examples so I end up with a code that works but it's not elegant and takes too much time to write. I wanted to ask you if there ...
2
votes
0answers
22 views

How does deepfake technology work with multiple people in a single frame?

I was watching this video from corridor crew, according to them, they have used deepfake technology to create this video. I myself have never made a deepfake videos, but I have enough knowledge in the ...
2
votes
0answers
40 views

Is the Assumption-based Truth Maintenance System still used?

Is the Assumption-based Truth Maintenance System still used to maintain consistency while explicitly accounting for assumptions?
2
votes
1answer
55 views

Using ML to analyze Facebook posts

First of all, I should mention that I have a very basic knowledge of ML so I apologize if this question seems trivial or stupid. I am working on a small personal project, basically an app that ...
2
votes
0answers
58 views

Why is graph convolution network in time-varying graphs useful for anomaly detection?

In this paper, the authors refer to the application of time-varying graphs as an open problem. And they say it will be useful for anomaly detection in financial networks, etc. But why is that useful?
2
votes
0answers
37 views

Can neuroevolution be used for solving tasks other than games?

I'm seeing a lot of examples of neuroevolution techniques involving games or robot problems. Can neuroevolution be used for solving tasks other than games? For example, how could you transform a CSV ...
2
votes
1answer
94 views

What is meant by the research topic “Humanitarian AI”?

What exactly is meant by "humanitarian AI"? What research areas does this cover? AI in healthcare? Algorithmic fairness? Applications of AI for economic development? Can anyone provide links to ...
1
vote
1answer
35 views

CycleGAN for paired data

I am very interested in the application of CycleGANs. I understand the concept of unpaired data and it makes sense to me. But now a question comes to my mind: what if I have enough paired image data, ...
1
vote
0answers
41 views

Is there a GAN that can be used for sequence prediction?

I want to use a GAN for sequence prediction, in a similar way that we use RNNs for sequence prediction. I want to test its performance in comparison with RNNs. Is there a GAN that can be used for ...
1
vote
1answer
59 views

Applications of genetic algorithms in project management

Do you see any GA Application that could support Project Management? I thought about Task Dispatching. I am curious about your ideas.
1
vote
2answers
358 views

Is it a good idea to use BERT to answer a FAQ with semantic similarity?

I have been looking for BERT for many tasks. I would like to compare the performance to answer an FAQ, using BERT semantic similarity and BERT Q/A. However, I'm not sure it is a good idea to use ...
1
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0answers
68 views

Dialects classification using deep learning

Dialects differ a lot between cities in my country, Syria. People sometimes express themselves using different local phrases and idioms which refer to the same topic. So, I came up with the idea of ...
1
vote
1answer
147 views

Where are reinforcement algorithms used in financial services?

One of the most common misconceptions about reinforcement learning (RL) applications is that, once you deploy them, they continue to learn. And, usually, I'm left having to explain this. As part of my ...
1
vote
1answer
265 views

How Swarm Intelligence can empower Blockchain?

Are there examples of applications in blockchain consensus using swarm intelligence, as opposed to classical consensus mechanisms like PoW or PBFT? Please note that recent classical consensuses, ...
1
vote
1answer
85 views

What is the relation between optimality theory and AI?

How do the basic components optimality theory apply to artificial intelligence? How is optimality theory related to neural network research?
0
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0answers
68 views

Can AI improve the online casino experience?

I read this German article and was wondering if there was any truth in it? Wie kann die KI das Casino-Erlebnis verbessern? (How can AI improve the casino experience?) Is this article accurate and ...
0
votes
0answers
26 views

How to recognize arbitrary symbols within an image?

I want to investigate whether I could use AI to count arbitrary symbols on an image. Here's an example image like one I would be talking about, I wanted to know if there's an algorithm or an ...
0
votes
0answers
23 views

In which situation hill climbing searching will be more appropriate?

There are various heuristic search algorithms, like hill climbing, greedy search, A* algorithm, but when it is best preferred to use hill climbing?
0
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0answers
52 views

AI application to gather information about all the services of an enterprise

Is it possible to build an AI application which would gather information about all the services and applications of a large enterprise?
0
votes
1answer
38 views

Resources on incremental and online learning novelty detection algorithms

Can you please point me to some good tutorials/examples on the application of incremental (online) learning novelty detection algorithms?