What is the best machine learning algorithms till date?

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How to compress highly correlated sensor reading in WSN ?

In WSN the data recorded by sensors is highly correlated in spatial and temporal domain. What are some good techniques which use this property to compress signal and send it to sink efficiently.

01 February 2016 5,679 2 View

How can I obtain a considerable deflection in in our bridge model?

We are designing an open web steel girder bridge of span 15m. The dimensions of the bridge are 15m x 2.6m x 3.8m. The bridge is a scaled down version of a Standard 30.5 m Indian Railways Bridge....

10 November 2015 7,948 5 View

Is it possible to close a socket from client side if sever is not responding anymore?

I have used closed socket to close but I am unable to close a socket as my sever is not responding. I can reset the sever only when I close my program. Is there any way to reset the connection by...

05 June 2015 5,794 3 View

What is the probability of sending a packet over a network of nodes?

If p is probabilty of sucessful trasmission and 1-p is of failure then what is the probabily of sucessful transmision over n nodes. I want in the eqation form

05 June 2015 3,701 1 View

Why does the crosscorr function of matlab gives bad correlation while compared to x corr fucntion?

I know that crosscorr function normalizes the correlation and gives us correlation with respect to 1. Where as the xcorr function of matlab gives unnormalized values. But why I am not able to see...

05 June 2015 2,610 3 View

Which models are best suited for time series data?

I am currently using an auto regression model for time series data. What other models can perform better. I am basically trying to model the vibration of an accelerometer data.

02 March 2015 439 6 View

Are there any devices from which one can extract information from far away places?

Say I have some device which can store data but does not have any capability to send/receive, but my second device from far away places like, say 1km or so should be able to receive the data from...

01 February 2015 2,289 4 View

What is the difference between the cloud data server and a file data server ?

does hosting a ftp server online is same as hosting a cloud data server. If no then what is the differece?

01 February 2015 8,770 3 View

Which kind of topologies in WSN are most efficient?

Topologies are decided on basis of application area. But in general what kind of topologies are most efficient in terms of power consumption.

01 February 2015 1,294 6 View

Where can I get an HDL souce code of some popular opensouce hardware platforms?

I want to create my own hardware for WSN systems by modifying the open source hardware platforms like beagle bone or so. Can somebody tell me which hardware platform provides all the hdl logic...

31 December 2014 4,124 2 View

Feedback defines the constitution of an organism?

“Here is a thought experiment. Let's place Rodolpho Llinas's jarred-brain on top of a body (Fig. 1). I bet Llinas would argue that his jarred-brain retains its own consciousness, and the android...

11 August 2024 2,483 1 View

Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

The rate of glucose consumption by the neocortex is reduced by over 80% during anesthesia (Sibson et al. 1998), which disables the synapses (Richards 2002) that are inundated by glial tissue (Engl...

08 August 2024 3,118 0 View

Measuring the Intelligence of a Species?

Larger brains, which typically contain more neurons, store and transfer more information (Tehovnik and Chen 2015), but the precise relationship between number of neurons and information has yet to...

05 August 2024 1,238 2 View

How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.

05 August 2024 2,977 3 View

The Curse of Evolution and Complexity?

Brain and body mass together are positively correlated with lifespan (Hofman 1993). The duration of neural development is one of the best predictors of brain size, and conception is the best...

05 August 2024 6,247 3 View

Need help with my research project on open source SIEM and machine learning?

Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...

04 August 2024 3,196 2 View

Swimming/space travel depends on the proprioceptive muscle spindles?

When the entire neocortex is ablated in rodents, although they are still able to swim, all the limbs move continuously and asynchronously (Vanderwolf 2006; Vanderwolf et al. 1978). Normal animals...

03 August 2024 835 3 View

What are the limitations and challenges of using machine learning for predicting concrete compressive strength in practical applications?

Machine learning (ML) has shown great potential in predicting the compressive strength of concrete, an important property for structural engineering. However, its practical application comes with...

03 August 2024 2,546 2 View

Some new emerging problems on application of RL for scheduling in IoT networks?

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01 August 2024 8,754 2 View

How to Compress Information Neurally?

Samuel Morse, the inventor of the Morse Code, understood that certain letters in the English language occurred more frequently than others (Gallistel and King 2010). To deal with this, Morse used...

01 August 2024 4,456 2 View

Jens Allmer Popular answer

No.

Jens Allmer

Matthew G Keffalas

It is extremely dependent on your application: how much training data is available and what form (labeled, unlabeled, labeled with errors) it is in, what the input data looks like, what features are available, processing/memory requirements, and on and on. You shouldn't assume there's a one-size-fits-all solution.

Sri BALA Malladi

Actually machine learning is a collection of various algorithms hence it is purely application dependent on what algorithm u are going to implement.various algorithms are available depending upon your requirement u can use.