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PEER-REVIEWED SCHOLARLY JOURNALS:
1
.
Hatami-marbini,
A.,
Toloo,
M.,
Amini,
M.,
Azar,
A.,
Performance
Based-Budgeting
Maturity
Index:
A
fuzzy multiple-layer parallel network DEA approach
,
Expert Systems with Applications,
2022.
in press
2
.
Toloo,
M.,
Mensah,
E.K.,
Salahi,
M.,
Robust
optimization
and
its
duality
in
data
envelopment
analysis
,
OMEGA
, Vol. 108, 102583, 2022.
3
.
Toloo,
M.,
Taghizadeh
Yazdi,
M.,
Mohammadi-Balani,
A.,
Multi-objective
centralization-
decentralization
trade-off
analysis
for
multi-source
renewable
electricity
generation
expansion
planning:
A
case study of Iran
,
Computers & Industrial Engineering
, Vol. 164, 107870, 2022.
4
.
Kerstens,
K.,
Sadeghi,
J.,
Toloo,
M.,
Van
de
Woestynex,
I.,
Procedures
for
Ranking
Technical
and
Cost
Efficient
Units:
With
a
Focus
on
Nonconvexity
,
European
Journal
of
Operational
Research
,
Vol. 300, Issue 1, 269-281, 2022.
5
.
Izadikhah,
M.,
Azadi,
M.,
Toloo,
M.,
Khadeer
Hussain,
F.,
Sustainably
Resilient
Supply
Chains
Evaluation
in
Public
Transport:
A
Fuzzy
Chance-Constrained
Two-Stage
DEA
Approach
,
Applied
Soft
Computing
, Vol. 113, 107879, 2021.
6
.
Wu,
X.,
Ji,
Z.,
Gong,
Y.,
Chen,
Y.,
Toloo,
M.,
Haze
emission
efficiency
assessment
and
governance
for
sustainable
development
based
on
an
improved
network
data
envelopment
analysis
method
,
Journal
of
Cleaner Production
, Vol. 317, 128424, 2021.
7
.
Toloo,
M.,
An
equivalent
linear
programming
form
of
general
linear
fractional
programming,
A
duality
approach
,
Mathematics
, Vol. 9, 1586, 2021.
8
.
Goodarzian,
F.,
Hoseini-Nasab,
H.,
Toloo,
M.,
Fakhrzad,
M.
Designing
a
new
Medicine
Supply
Chain
Network
considering
production
technology
policy
using
two
novel
heuristic
algorithms
,
RAIRO
-
Operations Research
, Vol. 55, Issue 2, 2021.
9
.
Talatahari,
S.,
Azizi,
M.,
Toloo,
M.,
Fuzzy
Adaptive
Charged
System
Search
for
Global
Optimization
,
Applied Soft Computing
, Vol. 109, 107518, 2021.
1
0
.
Arabmaldar,
A.,
Mensah,
E.,
Toloo,
M.,
Robust
worst-practice
interval
DEA
with
non-discretionary
factors
,
Expert Systems with Applications
, Vol. 182, 115256, 2021.
1
1
.
Toloo,
M.,
Keshavarz,
E.,
Hatami-Marbini,
A.,
An
Interval
Efficiency
Analysis
with
Dual-Role
Factors
,
OR Spectrum
, Vol. 43, 255-287, 2021.
1
2
.
Babaee,
S.,
Toloo,
M.,
Hermans,
E.,
Shen,
Y.,
A
New
Approach
for
Index
Construction:
The
Case
of
the
Road User Behavior Index
,
Computers & Industrial Engineering
, Vol. 152, 106993, 2021.
1
3
.
Toloo,
M.,
Ebrahimi,
B.,
Amin,
G.R.,
New
DEA
models
for
classifying
flexible
measures:
the
role
of
non-
Archimedean Epsilon
,
European Journal of Operational Research
, Vol. 292, Issue 3, 2021.
1
4
.
Tavana,
M.,
Izadikhah,
M.,
Toloo,
M.,
Roostaee,
R.,
A
New
Non-Radial
Directional
Distance
Model
for
Data
Envelopment
Analysis
Problems
with
Negative
and
Flexible
Measures
,
OMEGA
,
Vol.
102,
102355,
2021.
1
5
.
Tavana,
M.,
Toloo,
M.,
Aghayi,
N.,
Arabmaldar,
A.,
A
Robust
Cross-Efficiency
Data
Envelopment
Analysis
Model
in
the
Presence
of
Undesirable
Outputs
,
Expert
Systems
with
Applications
,
Vol.
167,
114117, 2021.
1
6
.
Kazemi,
S.,
Tavana,
M.,
Toloo,
M.,
Zenkevich,
N.A.,
A
Common
Weights
Model
for
Investigating
Efficiency-Based
Leadership
in
the
Russian
Banking
Industry
,
RAIRO
-
Operations
Research
,
Vol.
55,
Issue 1, 2021.
1
7
.
Izadikhah,
M.,
Azadi,
E.,
Azadi,
M.,
Farzipoor
Saeen,
Toloo,
M.,
Developing
a
new
chance
constrained
NDEA
model
to
measure
performance
of
sustainable
supply
chains
,
Annals
of
Operations
Research,
2020,
in press
.
1
8
.
Salahi,
M.,
Toloo,
M.,
Torabi,
N.,
A
new
robust
optimization
approach
to
common
weights
formulation
in DEA
,
Journal of the Operational Research Society
, Vol. 72, Issue 6, 1390-1402, 2021.
1
9
.
Keshavarz,
E.,
Toloo,
M.,
A
hybrid
DEA-MADM
approach
to
sustainability
assessment
,
Expert
Systems
, Vol. 18, 12347, 2020.
2
0
.
Ebrahimi,
B.,
Tavana,
M.,
Toloo,
M.,
Charles,
V.,
A
Novel
Mixed
Binary
DEA
Model
for
Ranking
Decision-Making
Units
with
Preference
Information
,
Computers
&
Industrial
Engineering
,
Vol.
164,
2020, 106720.
2
1
.
Nemati,
M.,
Kazemi
Matin,
R.,
Toloo.
M.,
A
Two-stage
DEA
Model
with
Partial
Impacts
between
Inputs
and
Outputs:
Application
in
Refinery
Industries
,
Annals
of
Operations
Research
,
Vol.
295,
285–312, 2020.
2
2
.
Tone,
K.,
Toloo,
M.,
Izadikhak,
M.,
A
Modified
Slacks-Based
Measure
of
Efficiency
in
Data
Envelopment Analysis
,
European Journal of Operational Research
, 286(2), 560-571, 2020.
2
3
.
Toloo,
M.,
Hančlova
J.,
Multi-valued
measures
in
DEA
in
the
presence
of
undesirable
outputs
,
OMEGA
,
Vol. 94, 102041, 2020.
2
4
.
Toloo,
M.,
Keshavarz
E.,
Hatami-Marbini,
A.,
Selecting
data
envelopment
analysis
models:
A
data-
driven application to EU countries
,
OMEGA
, Vol. 101, 102248, 2020.
2
5
.
Ebrahimi,
B.,
Toloo,
M.,
Efficiency
bounds
and
efficiency
classifications
in
imprecise
DEA:
An
extension
,
Journal of the Operational Research Society
, Vol. 71, Issue 3, 491-504, 2020.
2
6
.
Navas,
L.
P.,
Montesa,
F.,
Abolghasem,
S.,
Salas,
R.
J.,
Toloo,
M.,
Zaramaa,
R.,
Colombian
Higher
Education Institutions Evaluation
,
Socio-Economic Planning Sciences
, Vol. 71, 100801, 2020.
2
7
.
Babazadeh,
R.,
Khalili,
M.,
Toloo,
M.,
A
data
envelopment
analysis
method
for
location
optimization
of
microalgae cultivation: A case study
,
Waste and Biomass Valorization
,Vol. 11, 173-186, 2020.
2
8
.
Toloo,
M.,
Mirbolouki,
M.,
A
new
project
selection
method
using
Data
Envelopment
Analysis
,
Computers & Industrial Engineering
, Vol. 138, 106119, 2019.
2
9
.
Santos
Arteaga,
F.
J.,
Tavana,
M.,
Di
Caprio,
D.,
Toloo,
M.,
A
dynamic
multi-stage
slacks-based
measure
data
envelopment
analysis
model
with
knowledge
accumulation
and
technological
evolution
,
European Journal of Operational Research
, Vol. 278, No. 2, 448-462, 2019.
3
0
.
Hatami-Marbini,
A.,
Toloo,
M.,
Data
Envelopment
Analysis
Models
with
Ratio
Data:
A
revisit
,
Computers & Industrial Engineering, Vol. 133, 331-338, 2019
3
1
.
Khezrimotlagh,
D.,
Zhu,
J.,
Cook,
W.D.,
Toloo,
M.,
Data
Envelopment
Analysis
and
Big
Data
,
European Journal of Operational Research
, Vol. 274, No. 3, 1047-1054, 2019.
3
2
.
Salahi,
M.,
Toloo,
M.,
Hesabirad,
Z.,
Robust
Russell
and
Enhanced
Russell
Measures
in
DEA
,
Journal
of the Operational Research Society
,
Vol. 70, No. 8, 1275-1283, 2019.
3
3
.
Abolghasem,
S.,
Toloo,
M.,
Amézquita,
S.,
Cross-efficiency
evaluation
in
the
presence
of
flexible
measures
with
an
application
to
healthcare
systems
,
Health
Care
Management
Science
,
Vol.
22,
512–533, 2019.
3
4
.
Amin,
G.R.,
Al-Muharrami,
S.,
Toloo,
M.,
A
combined
goal
programming
and
inverse
DEA
method
for
target setting in mergers
,
Expert Systems With Applications
, Vol. 115, 412-417, 2019.
3
5
.
Toloo,
M.,
Mensah
E.K.
Robust
optimization
with
nonnegative
decision
variables:
A
DEA
approach
,
Computers & Industrial Engineering
, Vol. 127, 313-325, 2019.
3
6
.
Toloo,
M.,
Tavana
M.,
Santos-Arteaga,
F.
J.,
An
Integrated
Data
Envelopment
Analysis
and
Mixed
Integer
Non-Linear
Programming
Model
for
Linearizing
the
Common
Set
of
Weights
,
Central
European
Journal of Operations Research
, Vol. 27, 887-904, 2019.
3
7
.
Toloo,
M.,
Nalchigar,
S.,
Sohrabi,
B.,
Selecting
most
efficient
information
system
projects
in
presence
of
user
subjective
opinions:
a
DEA
approach
,
Central
European
Journal
of
Operations
Research
,
Vol.
26, Issue 4, 1027–1051, 2018.
3
8
.
Toloo,
M.,
Allahyar,
M.,
A
simplification
generalized
returns
to
scale
approach
for
selecting
performance
measures in data envelopment analysis
,
Measurement
, Vol. 121, 327-334, 2018.
3
9
.
Mahdiloo,
M.,
Toloo,
M.,
Duong
T.,
Farzipoor
Saen,
R.,
Tatham,
P.,
Integrated
data
envelopment
analysis:
linear
vs.
nonlinear
model
,
European
Journal
of
Operational
Research
,
Vol.
268,
255-267,
2018.
4
0
.
Toloo,
M.,
Keshavarz,
E.,
Hatami-Marbini,
A.,
Dual-Role
Factors
for
Imprecise
Data
Envelopment
Analysis
,
OMEGA
, Vol. 77, 15–31, 2018.
4
1
.
Akhavan
Rahnama,
A.
H.,
Toloo,
M.,
Zaidenberg,
N.
J.,
An
LP-based
hyperparameter
optimization
model for language modeling
,
The Journal of Supercomputing
, , Vol. 74, 2151–2160, 2018.
4
2
.
Toloo,
M.,
Salahi,
M.,
A
powerful
discriminative
approach
for
selecting
the
most
efficient
unit
in
DEA
,
Computers & Industrial Engineering
, Vol. 115, 269-277, 2018.
4
3
.
Toloo,
M.,
Allahyar
M.,
Hanclova
J.,
A
non-radial
directional
distance
method
on
classifying
inputs
and
outputs
in
DEA
Application
to
banking
industry
,
Expert
Systems
With
Applications
,
Vol.
92,
495–506, 2018.
4
4
.
Kresta,
A.,
Tichý,
T.,
Toloo,
M.,
Examination
of
Market
Risk
Estimation
Models
via
DEA
Approach
Modelling
,
Politická ekonomie
, Vol. 65, Issue 2, 161-178, 2017. (Czech Language)
4
5
.
Toloo,
M.,
Emrouznejad,
A.,
Moreno,
P.,
A
linear
relational
DEA
model
to
evaluate
two-stage
processes
with shared inputs
,
Computational and Applied Mathematics
, Vol. 36, 45-61, 2017.
4
6
.
Hatami-Marbini,
Toloo,
M.,
An
extended
multiple
criteria
data
envelopment
analysis
model
,
Expert
Systems With Applications
,
Vol. 73, 201-219, 2017
.
4
7
.
Salahi,
M.,
Toloo,
M.,
In
the
determination
of
the
most
efficient
decision
making
unit
in
data
envelopment
analysis: a comment
,
Computers & Industrial Engineering
, Vol. 104, 216–218, 2017.
4
8
.
Toloo,
M.,
Tavana,
M.,
A
Novel
Method
for
Selecting
a
Single
Efficient
Unit
in
Data
Envelopment
Analysis without Explicit Inputs/Outputs
,
Annals of Operations Research
,
Vol. 253, 657–681, 2017
.
4
9
.
Arabi,
B.,
Munisamy,
S.,
Emrouznejad,
A.,
Toloo,
M.,
Ghazizadeh,
M.S.,
Eco-Efficiency
considering
the issue of heterogeneity among power plants
,
Energy
,
Vol. 111, 722-735, 2016
.
5
0
.
Masoumzadeh,
A.,
Toloo,
M.,
Amirteimori,
A.,
Performance
assessment
in
production
systems
without
explicit
inputs:
An
application
to
basketball
players
,
IMA
Journal
of
Management
Mathematics
,
Vol.
27, 143–156, 2016.
5
1
.
Toloo,
M.,
Jalili,
R.,
LU
Decomposition
in
DEA
with
an
Application
to
Hospitals
,
Computational
Economics
, Vol. 47, Issue 3, 473-488, 2016.
5
2
.
Toloo,
M.,
A
cost
efficiency
approach
for
strategic
vendor
selection
problem
under
certain
input
prices
assumption
,
Measurement,
Vol. 85, 175–183, 2016.
5
3
.
Toloo,
M.,
Babaee,
S.,
On
variable
reductions
in
data
envelopment
analysis
with
an
illustrative
application to a gas company
,
Applied Mathematics and Computation
,
, Vol. 270, 527–533, 2015.
5
4
.
Toloo,
M.,
Barat,
M.,
On
considering
dual-role
factor
in
supplier
selection
problem
,
Mathematical
Methods of Operations Research
, Vol. 82, 107–122, 2015.
5
5
.
Toloo,
M.,
A
technical
note
'erratum
to
''Finding
the
most
efficient
DMUs
in
DEA:
An
improved
integrated
model''
[Comput.
Indus.
Eng.
52
(2007)
71-77]'
,
Computers
&
Industrial
Engineering
,
Vol. 83, 261-263, 2015.
5
6
.
Toloo,
M.,
Zandi,
A.,
Emrouznejad,
A.,
Evaluation
efficiency
of
large-scale
data
set
with
negative
data:
an artificial neural network approach
,
The Journal of Supercomputing
,
Vol. 71, 2397–2411, 2015
.
5
7
.
Toloo,
M.,
Alternative
minimax
model
for
finding
the
most
efficient
unit
in
data
envelopment
analysis
,
Computers & Industrial Engineering
,
Vol. 81, 186-194, 2015.
5
8
.
Sohrabi,
B.,
Toloo,
M.,
Moeini,
A.,
Nalchigar,
S.,
Evaluation
of
recommender
systems:
A
multi-criteria
decision making approach
,
Iranian Journal of Management Studies
, Vol. 8, Issue 4, 589-605, 2015.
5
9
.
Toloo,
M.,
Tichy,
T.,
Two
alternative
approaches
for
selecting
performance
measures
in
data
envelopment
analysis
,
Measurement
,
Vol. 65, 29-40, 2015.
6
0
.
Toloo,
M.,
Masoumzadeh,
A.,
Barat,
M.,
Finding
an
initial
basic
feasible
solution
for
DEA
models
with
an application on bank industry
,
Computational Economics
, Vol. 45, Issue 2, 323-326, 2015.
6
1
.
Keshavarz,
E.,
Toloo,
M.,
Efficiency
status
of
a
feasible
solution
in
the
Multi-Objective
Integer
Linear
programming
problems:
A
DEA
methodology
,
Applied
Mathematical
Modelling
,
Vol.
39,
3236–3247,
2015.
6
2
.
Toloo,
M.,
Barat,
M.,
Masoumzadeh,
A.,
Selective
measures
in
data
envelopment
analysis
,
Annals
of
Operations Research
, Vol. 226, 523-642, 2015.
6
3
.
Toloo,
M.,
Farzipoor,
R.,
Azadi,
M.,
Obviating
some
of
the
theoretical
barriers
of
data
envelopment
analysis
discriminant
analysis
(DEA-DA):
An
application
in
predicting
cluster
membership
of
customers
,
Journal of the Operational Research Society
, Vol. 66, 674–683, 2015.
6
4
.
Keshavarz,
E.,
Toloo,
M.,
Finding
efficient
assignments:
An
innovative
DEA
approach
,
Measurement
,
Vol. 58, 448–458, 2014.
6
5
.
Toloo,
M.,
Selecting
and
full
ranking
suppliers
with
imprecise
data:
A
new
DEA
method
,
International
Journal of Advanced Manufacturing Technology,
Vol. 74, Issues 5-8, 1141-1148, 2014.
6
6
.
Toloo,
M.,
Kresta,
A.,
Finding
the
best
asset
financing
alternative:
A
DEA-WEO
approach
,
Measurement
, Vol. 55, 288-294, 2014.
6
7
.
Toloo,
M.,
The
role
of
non-Archimedean
epsilon
in
finding
the
most
efficient
unit:
With
an
application
of
professional tennis players
,
Applied Mathematical Modelling
, Vol. 38, 5334–5346, 2014.
6
8
.
Toloo,
M.,
Ertay,
T.,
The
most
cost
efficient
automotive
vendor
with
price
uncertainty:
A
new
DEA
approach
,
Measurement
, Vol. 52, 135-144, 2014.
6
9
.
Toloo,
M.,
Notes
on
classifying
inputs
and
outputs
in
data
envelopment
analysis:
a
comment
,
European
Journal of Operational Research
, Vol. 235, Issue 3, 810-812, 2014.
7
0
.
Toloo,
M.,
An
Epsilon-free
Approach
for
Finding
the
Most
Efficient
Unit
in
DEA
,
Applied
Mathematical Modelling
, Vol. 38, 3182–3192, 2014.
7
1
.
Toloo,
M.,
The
most
efficient
unit
without
explicit
inputs:
An
extended
MILP-DEA
model
,
Measurement
, Vol. 6, Issue 9, 3628-3634, 2013.
7
2
.
Toloo,
M.,
Alternative
solutions
for
classifying
inputs
and
outputs
in
data
envelopment
analysis
,
Computers and Mathematics with Application,
Vol. 63, 1104–1110, 2012.
7
3
.
Toloo,
M.,
On
finding
the
most
BCC-efficient
DMU:
A
new
integrated
MIP-DEA
model
,
Applied
Mathematical Modelling,
Vol. 36, 5515–520, 2012.
7
4
.
Toloo,
M.,
Nalchigar,
S.,
A
New
Integrated
DEA
Model
for
Supplier
Selection
in
Presence
of
both
Cardinal and Ordinal Data
, Expert Systems with Applications,
Vol.
38, 14726–14731, 2011.
7
5
.
Amin,
G.R.,
Toloo,
M.,
Sheikhan,
M.,
Input
and
output
scaling
in
advanced
manufacturing
technology:
theory
and
application
,
International
Journal
of
Advanced
Manufacturing
Technology
,
Vol.
50,
No. 9-12, 1235–1241, 2010.
7
6
.
Toloo,
M.,
Sohrabi,
B.,
Nalchigar,
S.,
A
New
Method
for
Ranking
Discovered
Rules
from
Data
Mining
by DEA
, Expert Systems with Applications
, Vol. 36, 8503–8508, 2009.
7
7
.
Toloo,
M.,
On
classifying
inputs
and
outputs
in
DEA:
A
revised
model
,
European
Journal
of
Operational Research
, Vol. 198, 358–360, 2009.
7
8
.
Toloo,
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