Advances in computational intelligence and robotics book series,
Journal Year:
2025,
Volume and Issue:
unknown, P. 391 - 404
Published: May 1, 2025
The
use
of
machine
learning
for
customer
profile,
predictive
analytics,
and
cluster
analysis,
AI-powered
audience
segmentation
is
revolutionizing
campaigns
to
raise
awareness
car
safety.
By
identifying
target
demographics,
driving
patterns,
risk
variables,
this
strategy
guarantees
highly
customized
marketing
campaigns.
AI
can
send
safety
messages
by
grouping
audiences
according
concerns
using
behavioral
modeling
clustering
algorithms.
Proactive
outreach
made
possible
which
forecasts
engagement
levels
accident
probability.
improving
precision
marketing,
technique
that
are
seen
the
appropriate
people
at
moment.
Additionally,
dynamic
content
adaption
automatic
campaign
optimization
AI-driven
segmentation,
maximizes
impact.
Through
integration
data
real-time
tracking,
automated
outreach,
companies
public
drive
meaningful
change.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: March 26, 2025
Abstract
This
work
used
the
6-311++G(d,
p)
basis
set
in
DFT/B3LYP
and
DFT/CAM-B3LYP
technique
to
build
molecular
structures
of
nicotine
caffeine
molecules.
The
minimum
energy
gives
stability
these
molecules
with
their
corresponding
dipole
moment.
optimized
structure
compute
Raman
spectroscopy
UV-Vis
CCl4
DMSO
solvent,
employing
p),
CAM-B3LYP
hybrid
function,
C-PCM
model.
re-optimized
molecule
is
study
NLOs
property
which
also
give
moment,
polarizability
hyperpolarizability
titled
We
AIM
investigate
molecules’
intramolecular
interactions,
bond
critical
points,
interbasin
paths.
Multiwfn
software
3.8
produces
NCI-RGD
diagram,
we
use
determine
weak
interaction,
electron
density,
Van
der
Waals
steric
effect,
hydrogen
bond.
Similarly,
analyze
covalent
surface
using
ELF
LOL
techniques.
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: April 8, 2025
Land
use
land
cover
change
due
to
urbanization
is
the
prime
driving
forces
environmental
problem
and
surface
temperature.
The
gap
of
study
lack
awareness
stakeholders
regarding
protection
native
forests,
fruit
trees,
BEBEKA
coffee
plantations.
Deforestation
for
urban
functions,
including
timber
production,
construction
materials,
firewood,
adversely
affects
environment.
aim
this
was
analyze
effect
on
Use
Cover
Change
(LULCC)
at
Mizan
Aman
city,
southwest
Ethiopia
from
1992
2022
using
geographic
information
systemand
remote
sensing
technique.
employed
systematic
sampling
household
surveys
high-resolution
techniques
identify
impact
temperature
change.
Sample
survey
focused
family
size,
education
level,
parcel,
year
house,
type
employment
monthly
income.
LULC
classification
were
based
eight
class
(settlement,
dense
forest,
moderate
sparse
closed
grassland,
open
shrub
land,
annual
crop
land).
Preprocessing,
images
accuracy
assessment
tested
separately
kappa
coefficient.
analysis
incorporates
factor
graph
optimization
ambiguity
resolution.
results
indicated
that
cumulative
81.52%,
82.96%,
85.41%
84.46%
coefficient
82.41%,
84.86%,
89.45%
88.76%%
1992,
2002,
2012
respectively.
This
research
showed
forest
significantly
decreased
by
68.96%,
24.60%,
31.36%
8.28%
respectively
in
last
30
years.
Urban
settlement
increased
alarming
rate
demand
housing,
infrastructure
manufacturing.
Therefore,
planners
must
prioritize
sustainable
management,
integrated
zoning,
active
community
involvement
order
protect
against
unsustainable
changes
cover.
For
future
research,
incorporating
methodologies
such
as
multi-source
imaging
will
help
differentiate
more
effectively.
City
experiences
a
nine-month
rainy
season
with
hot
climate,
cloud
can
affect
image
quality,
making
it
challenging
map
covers
clearly.
Utilizing
SENTINEL
data
enhance
resolution
improve
spatio-temporal
monitoring
frameworks.
Furthermore,
integrating
CO2
estimation
could
offer
deeper
insights
into
associated
urbanization.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 21 - 40
Published: April 4, 2025
Cloud
computing
has
revolutionized
public
administration
and
e-government,
emphasizing
how
it
can
improve
digital
governance.
The
evolution
of
e-government
reflects
a
significant
shift
towards
more
accessible,
efficient,
citizen-centric
services,
as
governments
increasingly
adopt
cloud
solutions.
Transformative
applications
like
smart
cities,
e-health
taxation
are
discussed
alongside
the
benefits
computing,
which
include
better
service
delivery,
process
automation,
resource
optimization.
solution
implementation
is
not
without
its
difficulties,
though,
especially
when
comes
to
data
governance,
legacy
systems,
trust.
Building
citizen
confidence
requires
addressing
problems
with
security,
integrating
outdated
IT
infrastructure,
guaranteeing
transparency.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 395 - 416
Published: April 4, 2025
The
application
of
blockchain
technology
is
revolutionizing
the
practice
law
by
automating
tasks,
enhancing
contract
management,
and
improving
resolution
disputes.
Traditional
contracts,
which
are
hampered
need
for
manual
processes
inefficiencies,
being
phased
out
in
favor
digital
smart
provide
transparency,
security,
automation.
combination
cloud
computing
makes
it
possible
to
create
scalable
solutions,
turn
assists
legal
firms
more
efficiently
managing
complex
data
contracts.
These
transitions
made
easier
major
providers
such
as
Amazon
Web
Services
Microsoft
Azure,
offer
services
automation
processes.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 457 - 476
Published: April 4, 2025
With
its
reliable
infrastructure
and
cutting-edge
tools
to
tackle
new
problems,
cloud
computing
has
become
essential
the
regulation
of
blockchain
virtual
currencies.
This
chaapter
investigates
how
platforms
can
improve
networks
in
a
variety
ways,
from
enabling
real-time
transaction
monitoring
providing
support
for
extensive
forensic
audits.
Cloud
services
solve
important
regulatory
issues
like
transparency
cross-border
compliance
with
their
scalability,
flexibility,
storage
optimization.
facilitate
automated
anomaly
detection
predictive
analytics
through
integration
technologies
artificial
intelligence
(AI)
machine
learning.
enhances
oversight
prevents
fraud
great
extent.
Security
is
still
top
priority,
cybersecurity
cloud-based
encryption
safeguarding
private
information
averting
breaches.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 491 - 510
Published: April 4, 2025
The
transformative
potential
of
cloud-based
technologies
in
the
context
addressing
justice
gap
that
underserved
populations
are
experiencing.
ways
which
innovative
solutions,
such
as
remote
clinics,
virtual
legal
assistance
platforms,
and
tools
powered
by
artificial
intelligence,
bring
about
improvements
accessibility,
affordability,
efficiency
aid
services.
Legal
organizations
able
to
effectively
optimize
their
operations
improve
outcomes
for
clients
utilizing
data
analytics
machine
learning
methodologies.
significance
collaborative
partnerships
between
government
entities,
technology
companies,
community
order
accomplish
goals
increasing
awareness
providing
effective
support.
Future
prospects,
intelligence-driven
advocacy
blockchain
secure
documentation,
both
have
reshape
landscape
system.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 107 - 124
Published: April 4, 2025
Prediction
technologies
based
on
AI
drive
crucial
automotive
safety
and
financial
risk
assessment
which
results
in
minimizing
losses
as
well
increasing
road
safety.
A
Hybrid
AI-Econometrics
Model
merges
machine
learning
algorithms
with
econometric
systems
serves
the
main
proposal
to
estimate
quantify
economic
consequences
linked
accidents.
TensorFlow
performs
deep
operations
within
framework
alongside
Statsmodels
analyze
telematics
data,
insurance
claims
data
macroeconomic
for
determining
risks
of
accidents
their
connected
costs.
The
model
uses
find
patterns
before
calculating
through
GARCH
(Generalized
Autoregressive
Conditional
Heteroskedasticity)
Vector
Autoregression
provides
both
accurate
predictions
understandable
make
it
acceptable
various
users
including
insurers
governmental
agencies
industries.
research
shows
better
capabilities
enhances
protective
driving
environments
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 125 - 144
Published: April 4, 2025
The
integration
of
cloud
services
into
contemporary
business
operations
has
made
the
protection
sensitive
data
via
anonymization
and
encryption
essential
for
upholding
privacy
adhering
to
international
regulations.
main
legal
ramifications
regulations
like
CCPA,
GDPR,
HIPAA
which
set
strict
guidelines
handling
personal
medical
in
are
examined
this
chapter.
It
dives
obligations
service
providers
as
well
customers,
highlighting
significance
compliance
order
reduce
risks
breaches
unauthorized
access,
especially
when
transferring
worldwide.
focuses
on
methods
masking,
aggregation,
tokenization
that
obscure
or
remove
identifiers.
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 85 - 106
Published: April 4, 2025
In
the
meantime,
deep
insights
from
data
analysis
are
being
provided
by
artificial
intelligence
(AI)
and
machine
learning
(ML),
which
is
stimulating
innovation
through
creation
of
new
products
The
revolutionary
effect
technology
on
functioning
organizations,
with
a
focus
how
it
promotes
productivity,
security,
creativity.
By
handling
repetitive
tasks
more
skillfully,
integration
automation
technologies
has
helped
businesses
increase
minimize
errors,
streamline
operations.
Advanced
cybersecurity
solutions
like
firewalls,
encryption,
real-time
monitoring
essential
for
shielding
sensitive
