... is labeled for
each particular verb as so-called frames. Addition-
ally, semantic roles can also be labeled with one of
13 ARGM adjunct labels, such as ARGM-LOC or
ARGM-TMP for additional locational ... predicates identified by ASSERT
we instead obtain 84.32% accuracy for our network,
and 87.02% for ASSERT.
6 Discussion
We have introduced aneuralnetwork architecture
that can provide computationally ... locational or temporal
information relative to some verb.
Shallow semantic parsing has immediate applica-
tions in tasks such as meta-data extraction (e.g. from
web documents) and question and answer...
... example, if N=5 and
N' = 1, then these values generate a space of 1029 times
larger than that of DES.
Artificial neural networks (ANNs): Aneuralnetwork
is a massively parallel-distributed ... Yen, J.C. and J.I. Guo, 2002. The design and
realization of a chaotic neural signal security
system. Pattern Recognition and Image Analysis
(Advances in Mathematical Theory and
Applications), ... EWMA for auto
correlated and uncorrelated data. IEEE Trans.
Reliability, 52: 75-82.
13. Li, C., S. Li, D. Zhang and G. Chen, 2004.
Cryptanalysis of a chaotic neuralnetwork based
multimedia...
... V
tool breakage
5
2.5
-2.5
-5
0
0
0.5 1 2 3 3 5 4 54.52.51.5
Time sec
Amplitude of current V
S
S
S
S
S
S
aaaa
aaaa
aaaa
aaaa
aaaa
aaaa
v
f
d
1
2
3
4
5
6
10 11 12 13
20 21 22 23
30 31 32 33
40 41 ... 15.19 is a membership function of tool
wear states. The reason for choosing a trapezoid shape for tool wear states is that it is difficult to quantify
an exact wear value. Using a wider range avoids ... can be considered as signal compression. Wavelet packet transforms can be represented as a
compressed signal method. Therefore, it is ideal to use the wavelet packet transforms as a method for
extracting...
... induction
in a linguistically appropriate way.
1 Introduction
Many statistical parsers (Ratnaparkhi, 1999;
Collins, 1999; Charniak, 2001) are based on
a history-based probability model (Black et al.,
1993), ... structurally
specified and linguistically appropriate biases on
the search fora good history representation. The
resulting parser achieves performance far greater
than previous approaches to neural ... history features for struc-
turally local aspects of the parse history are re-
placed by hand-crafted features (namely node la-
bels), performance degrades dramatically. In ad-
dition to demonstrating...
... terminal Ara6 motifs: Arafb1
fi 2Arafa1 fi 5 (A rafb1 fi 2Arafa1 fi 3)Arafa1 fi
5Arafa1. About two-thirds of the terminal b-Araf
and the penultimate 2 -a- Araf serve as attachment
sites for mycolic acids ... [26]. The branched
arabinan chains of the arabinogalactan are attached to
the linear galactan backbone. The arabinan consists of
an inner linear region of Araf-(1 fi 5) -a- Araf and of
branched non-reducing ... the Ara6 motif similar to that present in arabi-
nogalactan, and a simplified linear Ara4 motif: Ara-
fb fi 2Arafa1 fi 5Arafa1 fi 5Arafa1. Some of the
non-reducing arabinofuranose termini are capped...
... unlike b-adrenergic and ACTH receptors
that contain seven transmembrane spanning domains,
the ANP receptor (NPR -A) is a guanyl cyclase that
contains only a single transmembrane spanning
domain [27].
We ... incubated with the indicated concentrations of ACTH. In six separate experiments, the mean FFA concentration measured in
the incubation media in absence of any pharmacological agents (basal lipolysis) ... to values
obtained by chemical analysis [49]. The machine was calib-
rated before performing measurements two times on mice
lightly anaesthetized with isoflurane. The fat-free mass was
then calculated...
... superfamily and
share structural and functional characteristics. In the mal-
arial parasite, Plasmodium falciparum, a functional thio-
redoxin and glutathione system have been demonstrated
and are ... malaria; Plasmodium falciparum;
redox-metabolism; thioredoxin superfamily.
The malarial parasite, Plasmodium falciparum is respon-
sible for more than 2 million deaths per year and novel
antiparasitic ... considered to be attractive targets for antimalarial
drug development.
Here we describe the identification and characterization of
a novel 22 kDa redox-active protein in P. falciparum.As
demonstrated by...
...
layer by a decay
constant,
a
thresholding
of
a
layer,
a
non-linear
transform
of
a
layer
or
a
feedforward
transform
between
two
layers
takes
a
single
pass
of
the
image
through ...
SBIR
Phase
I
project
has
been
to
take
a
significant
neural
network
vision
application
and
to
map
it
onto
dedicated
hardware
for
real
time
implementation.
The
neural
network ...
goal
of
this
SBIR
Phase
I
project
has
been
to
take
a
significant
I N
neural network
vision application
and
to
map
it
onto
dedicated
hardware
for
real time
implementation....
...
4.1 Network Anomaly Data:
Here we give brief description of each sub data set of NAD.
The data set is extracted from MIT-DARPA network traffic,
each data sub set contain artificial neural network- based ... feature database. If the
deviation is large enough, we can say that the current behavior
is anomaly or intrusion. Although having a low false negative
rate and high false alarm rate, it can ... first data set, LLS
DDOS 1.0, replicates a 3.5 hour attack scenario in which a
trainee attacker starts a Distributed Denial of Service (DDOS)
attack against a raw adversary. The second data set,...
... unadulterated PU foam
sample and that of the PPy-coated PU foams sample were
similar showing regions of elastic and inelastic responses
to force. Problems such as repeatability and long-term
aging ... proactive and personalized information service. In
this paper we provide an overview of initial research con-
ducted as part of the Adaptive Information Cluster http://
www.adaptiveinformation.net ... Conducting
electroactive polymers are attractive for sensing in a gar-
ment-integrated context because of their ability to retain
the tactile and mechanical properties of a textile-based
structure. In the garment...
... research has lead to a
national regulation for w orkstation (BildscharbV) that
defines the workstation delineating sizes of chair and
table to guarantee optimal body and visual axis [5].
This approach ... is
the workstation. Although the fading away of the
heavy and dirty work lead to an exoneration of health
risks new work related health challenges have
appeared. Above all the psychological and ergon ... performed the analysis and interpretation of
the data. MFS, SU, KV, SM, BK: Participation in the analysis of data, revision of
the manuscript. All authors read and approved the final manuscript.
Received:...
... cooperate
with people as capable partners, that are able to learn
from natural human instruction and that are intuitive and
engaging for people to interact with, but that are also able to
simultaneously ... left images of several image pairs
of an image sequence perceived from a stationary binocular
camera head. Although the index values below each image
are not consecutive, all image pairs are processed. ... have implemented two basic behaviors
in this stage: a visual natural landmark detector and a
human gesture recognition behavior. These behaviors are
the responsible for provide natural landmarks...