... 20dB. The
theory in this chapter accurately describes the noise performance of this oscillator,
within the thermal noise regime, to within ½ to 1dB of the predicted minimum.
A brief introduction ... 177
4 Low Noise Oscillators 179
4.1 Introduction 179
4.2 Oscillator Noise Theories 180
4.3 Equivalent Circuit Model 181
4.4 The Effect of the Load 191
4.5 Optimisation for Minimum Phase Noise 191
4.5.1
... low noise oscillators
and shows which parameters explicitly affect the noise performance. From these
analyses equations are produced which accurately describe oscillator performance
usually to within...
... 2000, Learning
to construct knowledge bases from the World Wide
Web, Artificial Intelligence, 118(1-2), pp. 69-113.
T. Joachims, 1998, Text Categorization with Support
Vector Machines: Learning ... features. Since elements with
a high TF-IDF value in projections of a feature
must become more useful classification criteria for
the feature, we use only elements with TF-IDF
values above ... Using TCFP with
those Using other Classifiers
In this section, we prove the superiority of TCFP
over the other classifiers (SVM, kNN, Naive Bayes
(NB), Roccio) in training data with much noisy...
... and
difficult. One popular solution is Active Learning,
which maximizes learning accuracy while minimiz-
ing labeling efforts. In active learning, the learning
algorithm itself selects unlabeled ... inter-
active learning. Experimental validation on a num-
ber of datasets shows that active learningwith con-
fidence can improve standard methods.
2 Confidence-Weighted Linear Classifiers
Common online learning ... Pennsylvania
Philadelphia, PA 19104
{mdredze,crammer}@cis.upenn.edu
Abstract
Active learning is a machine learning ap-
proach to achieving high-accuracy with a
small amount of labels by letting the learn-
ing algorithm...
... client might also use a Content-type header with the POST or PUT
method. Most commonly, with many CGI applications, clients use a POST
or PUT request with information in the entity-body, and supply ... information along with a new account ID, and sends it
back in the response:
HTTP/1.0 200 OK
[Server headers here]
Set-Cookie: acct=04382374
The client saves the cookie information along with the ... different values with commas.
2. On the other hand, sometimes it takes longer to pick up everyone in a
carpool than it would take to drive to work alone. This sometimes happens
with caching proxy...
... practice, POST is used with CGI programs that happen to interface with
other resources like network services and command line programs. In the
future, POST may be directly interfaced with a wider variety ... headers, but no entity-body. The headers
returned by the server with the HEAD method should be exactly the same as
the headers returned with a GET request. This method is often used by web
clients ... Command-line interface programs
Annotation of documents on the server
Database operations
The HEAD method is functionally like GET, except that the server will
reply with a response line and headers,...
... request. Either something was
wrong with the document, or something was wrong with the request itself.
By far, the server status code that web users are most familiar with is 404
HTTP 1.0 also introduced ... the requested URL. With HTML editors, it
is possible to publish documents onto the server with a PUT method.
Revisiting the PUT example in Chapter 2, we see an HTML editor with
some sample ... when used with a keep-alive
value, specifies that the network connection should remain after the initial
transaction, provided that both the client and server use the Connection
header with the...
... of the new web site will be HelloWorld (with no space character). The site
will be fully contained in a subdirectory named HelloWorld within the directory
LearningASP.
Click OK; the IDE will create ... 29
Controls 31
Organizing the Properties Window 32
Finding properties with IntelliSense 32
Basic Controls 33
Learning ASP.NET 2.0 with AJAX
Mastering Web Site Fundamentals
|
21
Login & Security ... optional elements, within syntax
lines or code.
Constant Width Bold
Used for emphasis within program code examples.
Pay special attention to notes set apart from the text with the following icons:
This...
... help their companion
patients cope with the effects of a disability. AAA and AAT have been used
widely with children with disabilities including autism and other learning disabil
-
ities. Taking ... communication. Many children with
ADD are hyperactive, but others have under-responsive attention systems, and
are lethargic and slow to respond to learning challenges. Children with specific
11
Website: ... interaction.
Children with specific learning disabilities demonstrate a significant discrepancy
between their ability to learn (based upon measures of intelligence) and their
actual learning, and this...
... of translation edit rate
with targeted human annotation. In AMTA.
Valentin I. Spitkovsky, Hiyan Alshawi, and Daniel Juraf-
sky. 2011. Lateen em: Unsupervised training with
multiple objectives, ... {p
k
}. Recent work
in MT evaluation has examined combining metrics
using machine learning for better correlation with
human judgments (Liu and Gildea, 2007; Albrecht
and Hwa, 2007; Gimnez and M
`
arquez, ... recommendation models. (Eisner and
Daum
´
e III, 2011) trades off speed and accuracy of
a parser with reinforcement learning. None of the
techniques in NLP use Pareto concepts, however.
6 Opportunities...
... the baseline at the 95% confidence level are labelled with a single star, at the 99% level with two.
with a 3-gram language model smoothed with modi-
fied Knesser-Ney discounting (Chen and Goodman,
1998), ... the impact of the linguis-
tic annotations in the LTS system (lts), when com-
pared with an instance not employing such annotations
(lts-nolabels) and (b) decoding with a 4th-order
language model ... Work
In this work, we focus on the combination of
learning latent structure with syntax and linguistic
annotations, exploring the crossroads of machine
learning, linguistic syntax and machine translation.
Training...