Mesopotamian Journal of Big Data,
Journal Year:
2024,
Volume and Issue:
2024, P. 48 - 67
Published: May 11, 2024
In
the
realm
of
stock
market
prediction
and
classification,
use
machine
learning
algorithms
has
gained
significant
attention.
this
study,
we
explore
application
Multilayer
Perceptron
(MLP)
Radial
Basis
Function
(RBF)
in
predicting
classifying
prices,
specifically
amidst
economic
policy
uncertainty.
Stock
fluctuations
are
greatly
influenced
by
policies
implemented
governments
central
banks.
These
can
create
uncertainty
volatility,
which
turn
makes
accurate
predictions
classifications
prices
more
challenging.
By
leveraging
MLP
RBF
algorithms,
aim
to
develop
models
that
effectively
navigate
these
uncertainties
provide
valuable
insights
investors
financial
analysts.
The
algorithm,
based
on
artificial
neural
networks,
is
able
learn
complex
patterns
relationships
within
data.
other
hand,
utilizes
radial
basis
functions
capture
non-linear
identify
hidden
combining
enhance
accuracy
price
classification
models.
results
showed
both
MLB
predicted
well
for
a
group
countries
using
an
index
reflecting
impact
news
expectations,
where
algorithm
proved
its
ability
predict
chain
Countries
were
also
classified
according
data
policy,
allowing
us
determine
best
country
invest
surrounding
what
forecasting
so
crucial.
Investors
must
consider
degree
how
it
affects
asset
when
deciding
allocate
their
assets.
Heliyon,
Journal Year:
2024,
Volume and Issue:
10(15), P. e35037 - e35037
Published: July 23, 2024
The
current
COVID-19
pandemic
has
affected
almost
every
aspect
of
life
but
its
impact
on
the
healthcare
landscape
is
conspicuously
adverse.
However,
digital
technologies
played
a
significant
contribution
in
coping
with
challenges
spawned
by
this
pandemic.
In
list
applied
technologies,
role
immersive
battling
notice-worthy.
Immersive
consisting
virtual
reality
(VR),
augmented
(AR),
mixed
(MR),
extended
(XR),
metaverse,
gamification,
etc.
have
shown
enormous
market
growth
within
system,
particularly
emergence
pandemics.
These
supplemented
interactivity,
experience,
3D
modeling,
touching
sensory
elements,
simulation,
and
feedback
mechanisms
to
tackle
disease
systems.
Keeping
view
applicability
significance
technological
advancement,
major
aim
study
identify
highlight
concerning
handling
setup.
domain
for
different
purposes
such
as
medical
education,
training,
proctoring,
online
surgeries,
stress
management,
social
distancing,
physical
fitness,
drug
manufacturing
designing,
cognitive
rehabilitation
highlighted.
A
comprehensive
in-depth
analysis
collected
studies
been
performed
understand
research
work
future
directions.
state-of-the-artwork
presented
discuss
various
issues
involving
adoption
area.
Furthermore,
solutions
these
emerging
provided
based
an
extensive
literature
study.
results
show
that
considerable
potential
provide
massive
support
stakeholders
system
during
situation
European Journal of Environment and Public Health,
Journal Year:
2024,
Volume and Issue:
8(2), P. em0157 - em0157
Published: June 18, 2024
<b>Background:</b>
The
beauty-care
industry
flourishes
globally,
including
in
Kathmandu,
Nepal.
Despite
limited
research
on
personal
hygiene,
beauty
parlors
lack
comprehensive
studies.
This
study
aims
to
assess
parlor
public
hygiene
(BPH)
awareness
among
university
students.<br
/>
<b>Methods</b>:
researchers
employed
a
quantitative
cross-sectional
approach
and
purposive
sampling
gather
data
from
consumers.
Consumers
were
surveyed
using
self-designed
tools,
the
assessed
tools’
reliability,
validity,
pilot-tested
them.
reliability
(Cronbach’s
alpha)
of
tools
was
measured
at
0.793.
Prior
conducting
final
study,
obtained
ethical
approval.
In
this
utilized
descriptive
analysis,
t-tests,
Chi-square
tests
analyze
data.<br
<b>Results:</b>
analysis
showed
that
53.0%
consumers
scored
50.0%
or
lower
BPH.
A
one-sample
t-test
revealed
significant
result
(p=0.049)
for
BPH,
with
mean
difference
0.753
(95%
confidence
interval:
0.0032
1.5033).
Regarding
sociodemographic
variables,
age
26.89
years.
52.1%
visited
more
than
once
month,
43.8%
spent
between
501
1,000
rupees
per
month.
main
services
sought
hair
styling/cutting
facial/skin
care
study.<br
<b>Conclusions:</b>
Researchers
suggested
below
low
levels
regarding
Therefore,
targeted
interventions,
in-depth
studies,
interdisciplinary
collaboration,
standardized
protocols
regulating
monitoring
are
recommended.
Regular
laboratory
examinations
identify
different
types
microbes
such
as
bacteria,
fungi,
viruses
also
prevent
various
communicable
pandemic
diseases.
Electronic Journal of Medical and Educational Technologies,
Journal Year:
2024,
Volume and Issue:
17(1), P. em2402 - em2402
Published: Feb. 27, 2024
In
this
narrative
review,
general
practitioners
and
occupational
physicians
(GPOPs)
are
compared
in
terms
of
their
burnout
job
satisfaction.
The
studies
used
show
an
immediate
link
between
a
lack
However,
it
is
unclear
which
these
two
factors,
will
apparently
need
to
be
researched
discovered
through
more
research,
influences
the
growth
other
one.
High
low
satisfaction
rates
arise
because
intrapersonal
variables,
factors
related
workplace,
dynamics
workplace
environment.
There
remarkable
rise
among
GPOPs
during
COVID-19
pandemic.
It
critical
psychological
interventions
made
address
boost
levels
as
has
detrimental
impact
adverse
effect
on
medical
working
Electronic Journal of Medical and Educational Technologies,
Journal Year:
2024,
Volume and Issue:
17(3), P. em2406 - em2406
Published: July 25, 2024
<b>Background</b>:
Emotional
intelligence
(EI)
and
quality
of
life
(QoL)
are
critical
aspects
women’s
health
that
have
received
limited
attention
in
previous
studies.
Most
research
on
EI
has
focused
business
leadership,
while
QoL
studies
predominantly
revolved
around
diseases.
This
study
aims
to
bridge
this
gap
by
examining
the
relationship
between
EI,
education
level,
among
women
reproductive
age
group.<br
/>
<b>Methods</b>:
A
quantitative,
cross-sectional
was
conducted,
involving
a
total
sample
N
=
104
participants.
Self-administered
questionnaires
designed
validated
for
assessment,
were
employed.
The
utilized
structured
instruments,
such
as
SF-12
questionnaire,
known
their
reliability.
Data
analysis
involved
descriptive
statistics,
regression
analysis,
one-way
ANOVA
tests.<br
<b>Results</b>:
findings
revealed
there
is
moderate
correlation
studied
population.
However,
did
not
attain
statistical
significance.
On
other
hand,
level
demonstrated
positive
association
with
but
exert
significant
influence
particular
study.<br
<br
<b>Conclusion</b>:
In
conclusion,
exhibit
strong
direct
QoL,
it
remains
crucial
skill
enhancing
well-being.
Also,
plays
role
increasing
can
be
learned
developed.
Hence,
interventions
focusing
could
potentially
improve
women.
Further
targeted
recommended
empower
experience
better
overall
European Journal of Sustainable Development Research,
Journal Year:
2025,
Volume and Issue:
9(2), P. em0288 - em0288
Published: April 23, 2025
Per-
and
polyfluoroalkyl
substances
(PFAS)
are
persistent
organic
pollutants
extensively
used
in
industrial
consumer
applications.
Their
accumulation
European
agricultural
soils
through
discharges,
biosolid
applications,
contaminated
irrigation
water
poses
an
unprecedented
threat
to
food
security,
soil
health,
quality.
Despite
extensive
laboratory
research,
no
full-scale,
long-term
validated
PFAS
remediation
study
exists,
leaving
critical
gaps
mitigation
strategies.
Existing
approaches–including
mobilization,
immobilization,
degradation
techniques–have
demonstrated
effectiveness
controlled
environments
but
lack
real-world
validation
dynamic
settings.
This
proposes
artificial
intelligence
(AI)-driven
framework
that
integrates
real-time
detection
tools,
predictive
modeling,
adaptive
technologies
overcome
these
challenges.
Unlike
static
strategies,
the
proposed
AI-assisted
system
dynamically
optimizes
interventions
based
on
contamination
patterns,
composition,
environmental
conditions.
Machine
learning
algorithms
statistical
models
enable
precise
tracking,
migration
automated
decision-making,
offering
a
scalable
responsive
solution
for
sustainable
management.
underscores
urgent
need
large-scale,
policy-backed
field
trials
validate
AI-driven
technologies,
bridging
gap
between
scientific
advancements
implementation.
By
transitioning
from
theory
adaptive,
field-deployable
framework,
this
research
ensures
solutions
resilience,
public
health
protection.
Asian Journal of Applied Sciences,
Journal Year:
2021,
Volume and Issue:
9(5)
Published: Nov. 4, 2021
All
nations
are
facing
significant
challenges
and
difficulties
in
the
face
of
an
intense
pandemic
that
controls
human
life,
many
things
have
changed
which
led
to
doubling
global
economy
difficulty
life
for
world's
inhabitants.
At
present,
seeking
control
spread
epidemic
them,
as
every
country
uses
plans
prevent
this
pandemic.
This
article
presents
South
Korea's
experience
employing
modern
artificial
intelligence
techniques
COVID-19.
Besides,
use
their
great
role
analysing
images
people
with
COVID-19
disease
discussed,
how
they
used
save
lives
victims.
The
data
obtained
is
from
a
group
studies,
social
networking
sites,
news
on
TV
channels
first
period
2020,
collected
summarised
article.
study
summarises
Korea
through
application
detect
disease,
tracking
injured
GPS
intelligent
quarantine
established,
diagnosing
examining
damaged
remotely,
applying
electronic
platform
publish
information
about
avoid
infection
robots
assist
diagnose
drones
sterilisation
purposes.
Journal of Cloud Computing Advances Systems and Applications,
Journal Year:
2024,
Volume and Issue:
13(1)
Published: Nov. 14, 2024
Internet
of
Things
(IoT)
platforms
have
become
the
building
blocks
any
automated
system
but
they
are
more
important
in
case
industrial
systems
where
sensitive
data
captured
and
handled
by
information
system.
Therefore,
it
is
imperative
to
deploy
right
IoT
platform
perform
computational
operational
tasks
a
better
way.
During
last
few
years,
an
array
technologies/platforms
with
different
capabilities
features
were
introduced
markets.
This
abrupt
rise
created
selection
decision-making
issues
particularly
for
network
engineers,
designers,
managers
due
lack
technical
understanding
skill
this
area.
we
present
integrated
assessment
model
focusing
on
evaluating
ranking
environment.
It
encompasses
multiple
methods
such
as
proposed
leverages
well-known
collection
technique
Delphi
related
criteria
features.
adopts
Analytic
Hierarchy
Process
(AHP)
giving
weights
The
Order
Preference
Similarity
Ideal
Solution
(TOPSIS)
method
has
been
applied
evaluation
top
twenty
(20)
Industrial
IoT(IIoT)
alternatives
according
criteria.
selects
most
rational
choice
that
can
be
employed
Industry
4.0
setting.
produces
accurate
consistent
outcomes.
Hence,
believed
used
guideline
stakeholders
like
researchers,
developers,
policymakers
deployment
first
kind
multi-methods
mode
assessment,
decision-making,
prioritization
technologies
industry
domain.
Electronic Journal of Medical and Educational Technologies,
Journal Year:
2024,
Volume and Issue:
17(2), P. em2404 - em2404
Published: April 4, 2024
<b>Background:</b>
Perceptions
of
COVID-19
and
vaccination
depend
on
personal
beliefs,
experiences,
trust
in
health
authorities’
information.
Cultural
social
factors
also
influence
perceptions.
Effective
government
messaging
can
minimize
barriers
to
vaccination.<br
/>
<b>Methodology:</b>
This
cross-sectional
research
examines
socio-demographic
parameters
related
risk
factors,
conducted
using
questionnaires
at
the
center
Hippokrateio
General
Hospital
Athens,
Greece
(n=167),
last
quarter
2022.
Participants
were
asked
answer
questions
regarding
impact
pandemic,
a
measurement
tool
for
assessing
good
status
developed
by
World
Health
Organization.
The
data
analyzed
IBM
SPSS
v26.<br
<b>Results:</b>
study
found
that
women
perceive
vaccines
cause
more
harm
than
men,
with
younger
individuals
viewing
infection
as
harmless.
Educational
level
influences
vaccine
side
effects
long-term
harm.
differ
based
status.<br
<b>Conclusions:</b>
confirms
link
between
variables
pandemic
severity
perception,
emphasizing
importance
correlated
medical
public
services
management
enhancing
communication
strategies
creating
effective
campaigns.