... truth and imprecision, efficient linear and/ or
sublinear scalability, incremental approaches to knowledge discovery, and increased
level and intelligence of interactivity with human experts and ... global features:
n-gram features and features based on signal processing techniques by mapping the
sequence into a signal. It is shown that the n-gram features extracted for n = 2, 3,...
... Evaluation method for feature selection
For evaluation of feature selection, we used mutual
information between feature subset and class label
set to assess the importance of selected feature sub-
set. ... “serve” and noun “line”. For
Table 3: Mutual information between feature subset and class
label with χ
2
based feature ranking.
Word Cont. Size of MI Size of MI
wind....
... organization and 1845 date entities.
2.2 Feature Description
We have identified a number of candidate features
for the Hindi NER task. Several experiments were
conducted with the identified features, ... the binary
NomPSP feature along with word feature (w
i−1
,
w
i+1
), suffix and digit information. It is noted that
when w
i−2
, w
i+2
and prefix information are added
with the best f...
... Singapore, 4 August 2009.
c
2009 ACL and AFNLP
Transfer Learning, Feature Selection and Word Sense Disambguation
Paramveer S. Dhillon and Lyle H. Ungar
Computer and Information Science
University ... transfer learning that learns a feature rel-
evance prior from similar word senses, aids in the
process of feature selection and hence benefits the
task of WSD.
Feature sel...
... Computational Intelligence in Electromyography Analysis –
A Perspective on Current Applications and Future Challenges
88
geometry and damping features. Our findings ... the IAP with its depolarization and
repolarization phases. L and T
in
are the spatial extension and temporal duration of the IAP, respectively.
Computational Intelligence in Electromyography ... (mV)
x
d...
... status and long-term change of
nitrate-nitrogen concentration in Kumamoto city-groundwater are investigated and
discussed.
MATERIALS AND METHODS
Subsurface geological structure and groundwater ... concentration range was 0.2~5.8 mg/l, and average and
median were 3.0 and 3.1 mg/l, respectively.
Figure 5 shows the NO
3
-N concentrations in the deep well and shallow w...
... McKay, D. and McEntire, R. (1993). KQML — A Language and Protocol for
Knowledge and Information Exchange, Tech. Report, University of Maryland, Baltimore.
Gaines, B.R., Norrie, D.H. and Lapsley, ... Systems: Methodologies and Applications, Lecture Notes in Artificial Intelligence 1286,
(eds. Zhang, C. and Lukose, D.), Springer-Verlag, pp. 63-75.
Dilts, D.M., Boyd, N.P. and Whor...
... results than the other approaches. O’Keefe and Rao
[1992], Grabot and Geneste [1994], and Petrovic and Sweeney [1994] concluded that from an analytical
and computational point of view, the fuzzy ... q1 with 6 jobs and q2 with 9 jobs, with capacity of 10 and 15 jobs, respectively,
and both queues are busy at the decision-making time. The values of
µ
1
(1) and
µ
1
(2), for...
... assumes values between zero and one.
Malave and Ramachandran [1991], Venugopal and Narendran [1992a, 1994] and Chu [1993] simulated
the competitive learning model and reported good results on ... procedures in general, and to retrieve existing designs and
foster standardization and variety reduction among parts.
Works such as Kamarthi et al. [1990] and Venugopal and Naren...