AI & Machine Learning
epub |eng | | Author:Charu C. Aggarwal

(7.18) It is also possible to define the average reciprocal hit-rate for a recommended list of size L by adding only those utility values for which v j ≤ L. ...
( Category: Intelligence & Semantics April 24,2020 )
epub |eng | | Author:Jonah Gamba

(6.16) Properties The MUSIC algorithm is one of the high-resolution techniques for DOA estimation. It is capable of reliably resolving targets with angular separation of as low as 1° from ...
( Category: Robotics & Automation April 18,2020 )
epub, pdf |eng | | Author:Ameet V Joshi

12.4.2.1 Forget Gate At forget gate the input is combined with the previous output to generate a fraction between 0 and 1, that determines how much of the previous state ...
( Category: Intelligence & Semantics April 16,2020 )
epub |eng | | Author:Walker H. Land Jr. & J. David Schaffer

frac_len_p_gt_2s Fraction of utterance length that is pauses greater than 2 s frac_len_p_gt_5s Fraction of utterance length that is pauses greater than 5 s frac_len_p_gt_10s Fraction of utterance length that ...
( Category: Intelligence & Semantics April 16,2020 )
epub |eng | | Author:Joseph R. Carvalko Jr.

Notes 1.Partridge, D., and Rowe, J. (1994). Computers and Creativity. Oxford: Intellect Books. 2.Olazaran, M. (1996). “A Sociological Study of the Official History of the Perceptrons Controversy.” Social Studies of ...
( Category: Intelligence & Semantics April 16,2020 )
epub |eng | | Author:Bin Shi & S. S. Iyengar

7.2 Notations and Preliminaries For the sake of completeness, we present necessary notations and review important definitions some of which defined earlier in Chap. 5 and will be used later ...
( Category: Intelligence & Semantics April 16,2020 )
epub |eng | | Author:Kishan G. Mehrotra, Chilukuri K. Mohan & HuaMing Huang

6.1 Distance from the Rest of the Data The simplest anomaly detection algorithms are based on the assumptions about the data distribution, e.g., that data is one-dimensional and normally distributed ...
( Category: Computer Vision & Pattern Recognition April 14,2020 )
epub, pdf |eng | | Author:Boris Mirkin

Given a finite set I of N elements, a collection of its subsets R = {R1, R2, …, Rp} is referred to as a partition if the subsets Rs are ...
( Category: Intelligence & Semantics April 14,2020 )
epub |eng | | Author:Boris Mirkin

Civ 0.28 −0.32 1.00 0.77 −0.77 −0.77 1.73 Cyb 0.90 1.97 2.00 0.77 −0.77 −0.77 1.73 Cnt 8 8 8 8 8 8 8 Cnt, % 14.3 14.3 14.3 14.3 ...
( Category: Intelligence & Semantics April 14,2020 )
epub |eng | 2019-01-31 | Author:Dipayan Sarkar [Dipayan Sarkar]

Getting ready In this example, we use a dataset from the UCI ML repository on credit card defaults. This dataset contains the following information: Default payments Demographic factors Credit data ...
( Category: Intelligence & Semantics April 14,2020 )
epub |eng | 2019-05-11 | Author:Mather, Bob [Mather, Bob]

Use of Semi-attached Figures - Correlational Statistics The last bit that I want to talk about here is the use of a semi-attached figure. It doesn't require much but I ...
( Category: Intelligence & Semantics April 14,2020 )
azw3 |eng | 2020-04-06 | Author:Kevin Scott & Greg Shaw [Scott, Kevin]

How Models Learn The machine learning approach I just described is an example of supervised learning. With supervised learning, a human being labels all the data required to train a ...
( Category: Intelligence & Semantics April 14,2020 )
epub |eng | 2019-11-29 | Author:Yunis Ahmad Lone & Himanshu Singh [Yunis Ahmad Lone]

In classification and regression problems, the data always contains a dependent variable, which is the variable that you want to predict or classify. There is one field of ML where ...
( Category: Software Development April 13,2020 )
epub |eng | | Author:Peter Bloom

These perspectives are additionally redefining understandings of contemporary development (Das and Misra 2017). Importantly, the establishment of “responsive” governments is not meant to be a mere updating of the status ...
( Category: Robotics & Automation April 13,2020 )
epub |eng | | Author:Greg Parker

There are several things to note in the CCDInspector result. A large number of stars have been analysed to produce this result (1279), so you can therefore be assured that ...
( Category: Computer Vision & Pattern Recognition April 13,2020 )