Periodicals of Engineering and Natural Sciences (PEN),
Год журнала:
2022,
Номер
10(1), С. 421 - 421
Опубликована: Фев. 7, 2022
In
recent
times,
it
has
increasingly
become
imperative
to
demonstrate
the
function
which
mathematics
plays
in
different
aspects
of
life
general,
especially
terms
solving
problems
and
decision-making.
Mathematics
is
applied
that
individuals
society
at
large
are
faced
with
daily.
Also,
a
crucial
role
lives
students
by
enabling
them
prepare
for
challenges
through
creation
positive
interaction
between
real-life
situations,
development
their
mental
capabilities
problem-solving
creativity.
It
also
helps
be
responsible
develop
self-confidence.
This
research
seeks
find
out
whether
there
correlation
learners'
ability
connect
its
branches
other
sciences,
as
well
daily
think
productively.
achieved
using
two
statistical
tests,
whereby
one
tests
used
determining
mathematical
connection
skills
possessed
learners,
while
employed
measure
productive
thinking
among
learners.
A
sample
300
fourth-grade
science
from
Baghdad
was
study.
The
results
analyses
revealed
skill
positively
correlated
thinking.
International Journal of Interactive Mobile Technologies (iJIM),
Год журнала:
2023,
Номер
17(06), С. 139 - 155
Опубликована: Март 21, 2023
The
Internet
of
Medical
Things
(IoMT)
faces
stiff
competition
from
the
5th
Generation
(5G)
communication
standard,
which
includes
attributes
like
short
and
long
transmission
ranges,
Device
to
(D2D)
connectivity,
low
latency,
high
node
density.
To
function
in
linked
ecosystem,
IoMT
based
on
5G
is
anticipated
have
a
diversity
energy
mobility.
It
currently
difficult
create
an
routing
system
that
maximizes
efficiency,
lowers
increases
network
lifespan.
"Quality
Services
(QoS)"
5G-based
improved
by
Reliable
Fuzzy-based
Multi-path
shown
this
study.
Whale
Optimization
Algorithm
(WOA)
enhances
protocol
performance.
residual
energy-based
Cluster
Head
(CH)
selection
strategy
rotates
CH
location
among
nodes
with
greater
levels
than
others.
method
chooses
following
set
CHs
for
suitable
applications
considering
initial
energy,
ideal
value
CHs.
According
simulation
results,
our
suggested
technique
QoS
comparison
current
approaches.
PLoS ONE,
Год журнала:
2024,
Номер
19(10), С. e0309651 - e0309651
Опубликована: Окт. 23, 2024
Multimodal
medical
image
fusion
methods,
which
combine
complementary
information
from
many
multi-modality
images,
are
among
the
most
important
and
practical
approaches
in
numerous
clinical
applications.
Various
conventional
techniques
have
been
developed
for
multimodality
fusion.
Complex
procedures
weight
map
computing,
fixed
strategy
lack
of
contextual
understanding
remain
difficult
machine
learning
approaches,
usually
resulting
artefacts
that
degrade
quality.
This
work
proposes
an
efficient
hybrid
model
using
pre-trained
non-pre-trained
networks
i.e.
VGG-19
SNN
with
stacking
ensemble
method.
The
leveraging
unique
capabilities
each
architecture,
can
effectively
preserve
detailed
high
visual
quality,
combinations
modalities
challenges,
notably
improved
contrast,
increased
resolution,
lower
artefacts.
Additionally,
this
be
more
robust
various
source
images
publicly
available
Havard-Medical-Image-Fusion
Datasets,
GitHub.
Kaggle.
Our
proposed
performance
is
superior
terms
quality
metrics
to
existing
methods
literature
like
PCA+DTCWT,
NSCT,
DWT,
DTCWT+NSCT,
GADCT,
CNN
VGG-19.
Periodicals of Engineering and Natural Sciences (PEN),
Год журнала:
2022,
Номер
10(1), С. 421 - 421
Опубликована: Фев. 7, 2022
In
recent
times,
it
has
increasingly
become
imperative
to
demonstrate
the
function
which
mathematics
plays
in
different
aspects
of
life
general,
especially
terms
solving
problems
and
decision-making.
Mathematics
is
applied
that
individuals
society
at
large
are
faced
with
daily.
Also,
a
crucial
role
lives
students
by
enabling
them
prepare
for
challenges
through
creation
positive
interaction
between
real-life
situations,
development
their
mental
capabilities
problem-solving
creativity.
It
also
helps
be
responsible
develop
self-confidence.
This
research
seeks
find
out
whether
there
correlation
learners'
ability
connect
its
branches
other
sciences,
as
well
daily
think
productively.
achieved
using
two
statistical
tests,
whereby
one
tests
used
determining
mathematical
connection
skills
possessed
learners,
while
employed
measure
productive
thinking
among
learners.
A
sample
300
fourth-grade
science
from
Baghdad
was
study.
The
results
analyses
revealed
skill
positively
correlated
thinking.