Sentences with phrase «output of an algorithm»

The output of the algorithms of Koch - Janusz and Ringel (in color) overlapped with the pattern of the underlying dimer model (in black) on a two - dimensional lattice (indicated in red).

The output of the algorithm is a set of regions, each with chromosomal coordinates and a log2 - ratio of copy number change.

You can gauge that very easily with the number of messages on the site and how the message sending correlates with the output of the algorithm.

Not exact matches

That's because machine learning algorithms — an area where both Google and Facebook have invested heavily, and which Facebook uses to fine - tune the content of each user's News Feed — are highly effective at connecting inputs and outputs in a recursive optimization loop.

In order to add blocks to the Blockchain, a miner must map an input data set (i.e., the Blockchain, plus a block of the most recent Bitcoin Network transactions and an arbitrary number called a «nonce») to a desired output data set of predetermined length (the «hash value») using the SHA - 256 cryptographic hash algorithm.

«To the best of our knowledge, this is the largest trial of a perioperative, cardiac output - guided hemodynamic therapy algorithm to date.

One possible solution is the use of cardiac output monitoring to guide administration of intravenous fluid and inotropic drugs as part of a hemodynamic (blood flow) therapy algorithm (a step - by - step protocol for management of a health care issue).

Rupert M. Pearse, M.D., of Queen Mary University of London, and colleagues randomly assigned patients (50 years of age or older) undergoing major gastrointestinal surgery to a cardiac output - guided hemodynamic therapy algorithm for intravenous fluid and inotrope (dopexamine) infusion during and 6 hours following surgery (n = 368) or to usual care (n = 366).

Any results that are reported to constitute a blinded, independent validation of a statistical model (or mathematical classifier or predictor) must be accompanied by a detailed explanation that includes: 1) specification of the exact «locked down» form of the model, including all data processing steps, algorithm for calculating the model output, and any cutpoints that might be applied to the model output for final classification, 2) date on which the model or predictor was fully locked down in exactly the form described, 3) name of the individual (s) who maintained the blinded data and oversaw the evaluation (e.g., honest broker), 4) statement of assurance that no modifications, additions, or exclusion were made to the validation data set from the point at which the model was locked down and that neither the validation data nor any subset of it had ever been used to assess or refine the model being tested

It is as though the cells were integrating the output of the component sensitive cells by deploying the intersection - of - constraints algorithm.

The programmers also tell the algorithm that its outputs must meet some certain standard of fairness, so it should design its decision - making procedure accordingly.

For a machine - learning algorithm that exhibits this kind of discrimination, Hardt's team suggested switching some of the program's past decisions until each demographic gets erroneous outputs at the same rate.

On the flip side, other research groups have proposed de-biasing the outputs of already - trained machine - learning algorithms.

One technique for interrogating algorithms, proposed by Datta and colleagues in 2016 in San Jose, Calif., at the IEEE Symposium on Security and Privacy, involves altering the inputs of an algorithm and observing how that affects the outputs.

SUPERVISED LEARNING A type of machine learning in which the algorithm compares its outputs with the correct outputs during training.

Error - correcting algorithms compare multiple copies of the output.

To test their performance, Monroe's team ran a set of standard algorithms on each device, and compared the output.

Formal verification examines the algorithms in a piece of software to check that the output will always be what the programmer intended.

The result is a long list of input - output pairs, which the researchers» algorithms can analyze to determine which changes to which inputs cause which changes to which outputs.

(c) Equivalent output of the new «Mixed - Scale Dense Convolution Neural Network» algorithm with 100 layers.

• Decomposition • Abstraction • Basic Pseudocode • Arithmetic Operations • Relational Operators • Boolean Operators • Input and Output • Iteration • Selection • Nesting statements • Flowcharts • Trace Tables • Dealing with Arrays • Subroutines • Dealing with strings • ASCII and Unicode • Linear search • Binary Search • Compare the two search algorithms < • Bubble Sort • Merge Sort • Compare the two sort algorithms Other student workbooks in this series include: Programming Fundamentals of Data Representation GCSE revision student workbook Computer Systems GCSE revision student workbook Computer Networks GCSE revision student workbook Cyber Security GCSE revision student workbook Ethical, legal and environmental impacts GCSE workbook

Students create an algorithm, which in this case is series of transformations, to change their starting polygon (the input) to their final polygon (the output).

Use of this tool will develop computational thinking skills including algorithms, iteration, the processing of inputs and outputs, variables, testing procedures and much more.

Microstructures Aluminum Gradient Chair (2014): The Aluminum Gradient Chair was directly laser sintered in aluminum, made using generative design tools (technology that almost automatically outputs appropriate designs with the input of computerized algorithms) and new materials research.

Being a retired biz executive, the climate model output has always reminded me of marketing managers spending way too much time devising Excel algorithms that provide «empirical» evidence, with the end result always being that a new marketing campaign means total domination of a given market within a few years.

Add to that a Mannomatic «algorithm» that takes any hockeystickedness of any conmponent, and outputs a hockey stick as the «combination» of the components.

You finally filter out from the collection of trials all those with a particular measured C14 age, and look at the distributions of true calendar ages that generated it, compared against the measured calendar age distribution each algorithm output.

Functional correctness refers to the input - output behaviour of the algorithm (i.e., for each input it produces the correct output).

These algorithms would clearly meet the first step of my test because a specific line of reasoning synthesizes the output.

This is where many legal services are heading, especially those for which the outcome is a document or other tangible output: lawyers will help create processes and algorithms by which clients can take on more of the work, corresponding to clients» growing readiness to assume more responsibility for their legal affairs.

Many lawyers baulk at the idea that their contracts are essentially algorithms that need only have data inputted to output a clear answer, citing the presence of qualitative criteria (such as an obligation to use «reasonable endeavours» to do something) in many agreements.

A hash function is an algorithm which takes an arbitrarily - sized input and generates an output digest of a fixed size, such as 160 bits.

Search algorithms and the current generation of online interfaces are improving serendipity within platforms — if you are willing to call algorithms» output serendipitous — but the ability to know what you are missing from the platforms is more difficult to know.

Clients can now see, from any device, what each member of the legal team is working on at any one time, with lawyer efficiency monitored by a smart algorithm combining time spent and tangible outputs, feeding into the firm's ongoing appraisal and remuneration process.

• The Term Insurance Calculator is a time saver and calculates the desired output at a fraction of time using algorithms related to the input provided.

This is possible due to the technique of hashing, a mathematical algorithm that takes data of an arbitrary size and outputs a string of a fixed size, while mathematically covering its tracks.

Credit: Sam RutherfordUsing a complex mix of electromechanical engineering and carefully calculated algorithms, the speaker's ARM processor times the device's output to create an acoustic hologram of sorts.