International Journal of Intelligent Systems,
Год журнала:
2021,
Номер
37(2), С. 1646 - 1673
Опубликована: Сен. 27, 2021
Using
inertial
measurement
units
mounted
on
foot
is
a
feasible
approach
to
improve
the
positioning
accuracy
for
human
motion
capture
system.
This
paper
presents
lightweight
and
low
cost
wireless
system
simultaneous
reconstruction
of
body
attitude
displacement.
First
all,
device
based
sensor
networks
distributes
15
nodes
key
limbs.
Then,
after
an
initial
alignment
with
reduced
error,
zero-speed
update
algorithm
used
calculate
In
addition,
constantly
posture
information,
kind
method
gradient
descent
was
fuse
data.
Finally,
new
three-dimensional
proposed,
which
different
from
traditional
Through
unconstrained
traversal
root,
trajectory
are
combined
realize
synchronous
It
concluded
experiment
results
that
estimation
errors
well
controlled,
patterns
consistent
actual
situation.
Journal of Bionic Engineering,
Год журнала:
2021,
Номер
18(3), С. 674 - 710
Опубликована: Май 1, 2021
Abstract
This
paper
proposes
a
new
stochastic
optimizer
called
the
Colony
Predation
Algorithm
(CPA)
based
on
corporate
predation
of
animals
in
nature.
CPA
utilizes
mathematical
mapping
following
strategies
used
by
animal
hunting
groups,
such
as
dispersing
prey,
encircling
supporting
most
likely
successful
hunter,
and
seeking
another
target.
Moreover,
proposed
introduces
features
unique
model
that
uses
success
rate
to
adjust
strategy
simulate
animals’
selective
abandonment
behavior.
also
presents
way
deal
with
cross-border
situations,
whereby
optimal
position
value
situation
replaces
improve
algorithm’s
exploitation
ability.
The
was
compared
state-of-the-art
metaheuristics
comprehensive
set
benchmark
functions
for
performance
verification
five
classical
engineering
design
problems
evaluate
efficacy
optimizing
problems.
results
show
algorithm
exhibits
competitive,
superior
different
search
landscapes
over
other
algorithms.
source
code
will
be
publicly
available
after
publication.
Journal of Nanobiotechnology,
Год журнала:
2021,
Номер
19(1)
Опубликована: Май 29, 2021
Abstract
In
this
article,
we
will
describe
the
properties
of
albumin
and
its
biological
functions,
types
sources
that
can
be
used
to
produce
nanoparticles,
methods
producing
therapeutic
applications
importance
nanoparticles
in
production
pharmaceutical
formulations.
view
increasing
use
Abraxane
approval
for
treatment
several
cancer
during
final
stages
clinical
trials
other
cancers,
evaluate
it
compare
effectiveness
with
conventional
non
formulations
chemotherapy
Paclitaxel
is
paid.
examine
role
animal
proteins
Nano
medicine
various
benefits
these
biomolecules
preparation
drug
delivery
carriers
characteristics
plant
protein
cages
their
potentials
diagnosis
treatment.
Finally,
advantages
disadvantages
are
mentioned,
as
well
Mathematics,
Год журнала:
2021,
Номер
9(22), С. 2970 - 2970
Опубликована: Ноя. 21, 2021
Today,
artificial
intelligence
(AI)
and
machine
learning
(ML)
have
dramatically
advanced
in
various
industries,
especially
medicine.
AI
describes
computational
programs
that
mimic
simulate
human
intelligence,
for
example,
a
person’s
behavior
solving
problems
or
his
ability
learning.
Furthermore,
ML
is
subset
of
intelligence.
It
extracts
patterns
from
raw
data
automatically.
The
purpose
this
paper
to
help
researchers
gain
proper
understanding
its
applications
healthcare.
In
paper,
we
first
present
classification
learning-based
schemes
According
our
proposed
taxonomy,
healthcare
are
categorized
based
on
pre-processing
methods
(data
cleaning
methods,
reduction
methods),
(unsupervised
learning,
supervised
semi-supervised
reinforcement
learning),
evaluation
(simulation-based
practical
implementation-based
real
environment)
(diagnosis,
treatment).
classification,
review
some
studies
presented
We
believe
helps
familiarize
themselves
with
the
newest
research
medicine,
recognize
their
challenges
limitations
area,
identify
future
directions.
