Chinese Physics B,
Journal Year:
2024,
Volume and Issue:
33(6), P. 060310 - 060310
Published: March 15, 2024
We
redesign
the
parameterized
quantum
circuit
in
deep
neural
network,
construct
a
three-layer
structure
as
hidden
layer,
and
then
use
classical
optimization
algorithms
to
train
circuit,
thereby
propose
novel
hybrid
network
(HQDNN)
used
for
image
classification.
After
bilinear
interpolation
reduces
original
suitable
size,
an
improved
enhanced
representation
(INEQR)
is
encode
it
into
states
input
of
HQDNN.
Multi-layer
circuits
are
main
implement
feature
extraction
The
output
results
converted
data
through
measurements
optimized
on
computer.
To
verify
performance
HQDNN,
we
conduct
binary
classification
three
experiments
MNIST
(Modified
National
Institute
Standards
Technology)
set.
In
first
classification,
accuracy
0
4
exceeds
98%.
Then
compare
with
other
algorithms,
two
datasets
show
that
higher
than
general
convolutional
network.
International Journal of Emerging Technologies in Learning (iJET),
Journal Year:
2023,
Volume and Issue:
18(04), P. 50 - 65
Published: Feb. 23, 2023
The
aim
of
the
research
is
to
know
effect
a
training
program
based
on
interactive
teaching
strategies
achievement
and
creative
problem
solving
among
fourth-grade
students
in
chemistry
directorate
education
Rusafa
first,
sample
was
divided
into
two
groups,
one
experimental
numbering
(29)
other
control
group
(30)
students.
underwent
first
semester
year
(2021-2022)
studied
according
usual
method.
Two
tools
were
built,
being
an
academic
test
consisting
(40)
multiple-choice
items,
second
problem-solving
skills
subject
(10)
essay
questions.
results,
using
t-test
for
independent
samples,
showed
that
there
statistically
significant
difference
at
level
(0.05)
favor
average
scores
who
applied
which
strategies.
Wasit Journal of Computer and Mathematics Science,
Journal Year:
2022,
Volume and Issue:
1(2), P. 8 - 13
Published: June 30, 2022
Topic
of
exhaustive
study
for
about
past
decades
has
been
carried
out
in
machine
imitation
human
reading.
a
small
number
investigates
have
accepted
on
the
detection
cursive
font
writing
like
Arabic
texts
its
individual
challenge
and
difficulty
.In
this
work,
novel
technique
automatic
recognition
is
proposed
to
demonstrate
an
suitable
rate
multi
fonts
styles
sizes
word
images.
The
scheme
can
be
classified
into
steps.
First,
segmenting
line
words
depending
vertical
projection
dynamic
threshold
then
we
implicated
each
as
class
by
ignoring
characters
.Second
,normalizing
step,
size
images
varies
from
other
.The
system
converts
that
contribution
new
divisible
"N"
without
remainder,
decrease
feature
extraction
may
allow
different
resources,
Third,
step
which
based
apply
ratio
sliding
strips
features.
Finally,
support
vector
(one
versus
one
technique)is
used
classifier
.This
method
was
estimated
off
printed
fonts,
five
(Andalus,
Arial,
Simplified
Arabic,
Tahoma
Traditional
Arabic)
were
average
all
95.744%.
International Journal of Emerging Technologies in Learning (iJET),
Journal Year:
2023,
Volume and Issue:
18(01), P. 55 - 67
Published: Jan. 10, 2023
—
Researcher
adopted
the
experimental
research
method
with
two
groups
(experimental;
control)
a
posttest;
to
know
impact
of
proposed
strategy
according
design
thinking
model
on
achievement
mathematics
and
personal
intelligence
among
students
sixth-class
scientific.
The
null
hypotheses
were
made
"there
is
no
statistically
significant
difference
at
significance
level
(0.05)
between
mean
scores
scientific
(biology)
who
learned
subject
assigned
them
(the
group)
same
material
by
usual
way
(control
in
test
achievement,
also
“there
(Biology)
control
scale”.
Community
represent
from
General
Directorate
Education
Karkh
First.
Research
sample
was
selected
(60)
students,
divided
into
(experimental)
(control).
equivalence
both
(previous
“Mathematics”,
“level
intelligence”,
“chronological
age”).
For
collecting
data
experiment,
an
built
(10)
paragraphs
essay
type,
plus
scale
measure
five
paragraphs.
Analyzes
conducted
appropriate
statistic,
psychometric
properties
confirmed.
Results
indicated
that
group
studied
superior
method.
Wasit Journal of Computer and Mathematics Science,
Journal Year:
2022,
Volume and Issue:
1(3), P. 50 - 68
Published: Sept. 30, 2022
There
is
no
doubting
that
contemporary
technology
creates
new
hazards,
and
these
threats
are
many
significant,
directly
harming
people's
lives
threatening
their
stability.
Because
of
the
increased
use
computers
Internet-connected
cellphones
in
recent
years,
problem
cybercrime
has
expanded
substantially.
Unquestionably,
this
kind
crime
now
a
reality
jeopardizes
reputations
lives,
therefore
we
must
be
aware
it
to
prevent
being
victim.
The
exponential
growth
internet
connectedness
closely
tied
rise
cyberattack
incidences,
frequently
with
significant
consequences.
Malware
weapon
choice
for
carrying
out
malicious
intent
cyberspace,
whether
by
exploiting
pre-existing
flaws
or
unique
properties
technology.
an
urgent
need
cybersecurity
area
develop
more
inventive
effective
virus
defense
techniques.
To
do
this,
first
give
overview
most
often
exploited
vulnerabilities
current
hardware,
software,
network
layers.
This
follows
criticism
mitigation
efforts
reasons
why
they
may
not
helpful.
Following
that,
We'll
talk
about
attack
methods
cutting-edge
technologies
including
social
networking,
cloud
computing,
mobile
technology,
as
well
critical
infrastructure.
We
conclude
sharing
our
speculative
findings
on
potential
future
research
avenues.
International Journal of Emerging Technologies in Learning (iJET),
Journal Year:
2023,
Volume and Issue:
18(01), P. 235 - 253
Published: Jan. 10, 2023
This
study
aimed
at
finding
out
the
degree
of
practicing
creative
thinking
skills
by
basic
school
teachers
in
Emirate
Sharjah,
from
their
point
view.
The
descriptive
–
survey
methodology
was
used
study.
sample
consisted
(50)
female
stage.
A
questionnaire
developed
to
collect
data.
It
(22)
items,
distributed
on
five
domains:
(fluency,
flexibility,
sensitivity
problems,
taking
risk
and
enriching
detail
skills).
Validity
reliability
tool
were
assured.
findings
showed
that
high
There
no
statistically
significant
differences
(α
≤
0.05)
Al
Sharjah
attributed
academic
qualification
experience
variables.
Among
recommendations
was:
Supporting
effectiveness
Sharjah.
International Journal of Emerging Technologies in Learning (iJET),
Journal Year:
2023,
Volume and Issue:
18(01), P. 68 - 99
Published: Jan. 10, 2023
The
purpose
of
this
study
is
to
investigate
and
explore
the
degree
success
implementation
online
learning
in
conventional
higher
education
institutions
instead
face-to-face
during
spread
Covid-19
Pandemic
2019/2020
academic
year,
via
exploring
undergraduate
students'
perceptions
application
system
at
Ajman
University
UAE,
Griffith
Australia.
In
study,
descriptive
approach
was
used.
A
questionnaire
consisting
40
items
designed
distributed
630
students
from
675
University,
who
were
randomly
selected
different
faculties
two
universities
year
COVID-19
pandemic.
results
revealed
that
a
moderate
satisfaction
with
University's
readiness,
training,
technical
support
for
university's
teaching
process
pandemic,
female
finding
them
more
than
male
students.
Disciplines
computer
skills
also
showed
an
impact
on
such
satisfaction,
Pharmacy
&
Health
Science
College
Architecture,
Art,
Design
discipline
those
excellent
both
Universities.
addition,
positive
attitudes
towards
use
International Journal of Online and Biomedical Engineering (iJOE),
Journal Year:
2023,
Volume and Issue:
19(06), P. 31 - 46
Published: May 16, 2023
Recently
developed
low-power
networked
systems,
wireless
communications,
and
sensors
have
all
contributed
to
the
rise
of
Wireless
Sensor
Networks
(WSNs)
as
a
potentially
useful
tool
in
medical
field.
Securing
Body
Area
(WBANs)
is
essential
for
their
widespread
use
healthcare
environments
because
data
they
send
frequently
includes
private
confidential
patient
health
information.
The
study's
goal
create
system
detecting
intrusions
WBAN.
To
best
identify
attacks
such
we
present
novel
“Attention-based
Bi-directional
Long
Short-Term
Memory
with
Graph
Construction”
(ABL-GC)
here.
suggested
approach
ensures
that
intrusion
detection
uses
only
features
detect
given
attack,
reducing
processing
complexity.
Periodicals of Engineering and Natural Sciences (PEN),
Journal Year:
2023,
Volume and Issue:
10(6), P. 168 - 168
Published: Jan. 23, 2023
Pneumonia
is
a
type
of
lung
disease
that
can
be
detected
using
X-ray
images.
The
analysis
chest
images
an
active
research
area
in
medical
image
and
computer-aided
radiology.
This
aims
to
improve
the
accuracy
efficiency
radiologists'
work
by
providing
technique
for
identifying
categorizing
diseases.
More
attention
should
given
applying
machine
learning
approaches
develop
robust
classification
method.
typical
method
detecting
through
images,
but
analyzing
these
complex
requires
expertise
radiographer.
paper
demonstrates
feasibility
as
datasets
Support
Vector
Machine
combined
with
Naive
Bayesian
classifier,
PCA
GA
feature
selection
methods.
selected
features
are
essential
training
many
classifiers.
proposed
system
achieved
92.26%,
91%
principal
component.
study's
result
suggests
achieve
good
97.44%.
Further
needed
explore
use
other
data
mining
models
care
components
effectiveness
system.
Wasit Journal of Computer and Mathematics Science,
Journal Year:
2022,
Volume and Issue:
1(3), P. 10 - 15
Published: Sept. 30, 2022
E-learning
is
the
acquiring
of
information
that
takes
place
through
electronic
devices
and
media,
also
known
as
online
learning
or
learning.
can
be
understood
"learning
enabled
electronically".
Typically,
conducted
online.
E-Learning
typically
occurs
in
form
courses,
degrees
programmes.
Online
has
many
benefits
over
person
classes.
These
include
students
being
able
to
undertake
study
using
self-paced
opportunity
choose
their
environment.
This
leads
low
expenditure,
staff
training,
capital
outlay.
All
these
factors
prove
e-learning
will
perform
well
terms
business
growth
development.
Over
long-term,
worldwide
market
expected
grow
significantly
from
$107
Billion
2015
$325
2025.
forces
learners
concede
some
privileges.
Higher
cheating
rate,
peer
pressure,
lack
skill
development
for
are
challenges
need
dealt
with.
work
integrates
usage
patterns
reviews
on
quality
based
course
materials
effectual
outcomes
academia
