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Roy Jafari
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Improved churn prediction in telecommunication industry using data mining techniques
A Keramati, R Jafari-Marandi, M Aliannejadi, I Ahmadian, M Mozaffari, ...
Applied Soft Computing 24, 994-1012, 2014
2302014
Quantifying geometric accuracy with unsupervised machine learning: Using self-organizing map on fused filament fabrication additive manufacturing parts
M Khanzadeh, P Rao, R Jafari-Marandi, BK Smith, MA Tschopp, L Bian
Journal of Manufacturing Science and Engineering 140 (3), 031011, 2018
1532018
Misfire and valve clearance faults detection in the combustion engines based on a multi-sensor vibration signal monitoring
K Jafarian, M Mobin, R Jafari-Marandi, E Rabiei
Measurement 128, 527-536, 2018
1012018
From in-situ monitoring toward high-throughput process control: cost-driven decision-making framework for laser-based additive manufacturing
R Jafari-Marandi, M Khanzadeh, W Tian, B Smith, L Bian
Journal of Manufacturing Systems 51, 29-41, 2019
972019
An optimum ANN-based breast cancer diagnosis: Bridging gaps between ANN learning and decision-making goals
R Jafari-Marandi, S Davarzani, MS Gharibdousti, BK Smith
Applied Soft Computing 72, 108-120, 2018
942018
Fluid genetic algorithm (FGA)
R Jafari-Marandi, BK Smith
Journal of Computational Design and Engineering 4 (2), 158-167, 2017
612017
A distributed decision framework for building clusters with different heterogeneity settings
R Jafari-Marandi, M Hu, OFA Omitaomu
Applied Energy 165, 393-404, 2016
552016
Optimum estimation of missing values in randomized complete block design by genetic algorithm
A Azadeh, SM Asadzadeh, R Jafari-Marandi, S Nazari-Shirkouhi, ...
Knowledge-Based Systems 37, 37-47, 2013
332013
Self-organizing and error driven (SOED) artificial neural network for smarter classifications
R Jafari-Marandi, M Khanzadeh, BK Smith, L Bian
Journal of Computational Design and Engineering 4 (4), 282-304, 2017
252017
A new hybrid GA-PSO method for solving multi-period inventory routing problem with considering financial decisions
M Rabbani, M Baghersad, R Jafari
Journal of Industrial Engineering and Management (JIEM) 6 (4), 909-929, 2013
212013
Engineering soft skills vs. engineering entrepreneurial skills
RJ Marandi, BK Smith, RF Burch, SC Vick
The International journal of engineering education 35 (4), 988-998, 2019
192019
Supervised or unsupervised learning? Investigating the role of pattern recognition assumptions in the success of binary predictive prescriptions
R Jafari-Marandi
Neurocomputing 434, 165-193, 2021
182021
Optimum profit-driven churn decision making: innovative artificial neural networks in telecom industry
R Jafari-Marandi, J Denton, A Idris, BK Smith, A Keramati
Neural Computing and Applications, 2020
172020
WEBPAGE CLUSTERING – TAKING THE ZERO STEP: A CASE STUDY OF AN IRANIAN WEBSITE
A Keramati, R Jafari-Marandi
Journal of Web Engineering 13 (4), 333-360, 2014
16*2014
A simulated Annealing-based optimal design of STATCOM under unbalanced conditions and faults
M Babaei, R Jafari-Marandi, S Abdelwahed, B Smith
2017 IEEE Power and Energy Conference at Illinois (PECI), 1-5, 2017
122017
Real-time implementation of MVDC shipboard power system reconfiguration
M Babaei, R Jafari-Marandi, S Abdelwahed
2017 IEEE Electric Ship Technologies Symposium (ESTS), 514-519, 2017
112017
Dynamic vehicle routing problem with cooperative strategy in disaster relief
SM Gholami-Zanjani, R Jafari-Marandi, MS Pishvaee, W Klibi
International Journal of Shipping and Transport Logistics 11 (6), 455-475, 2019
102019
A novel approach for real-time implementation of MVDC shipboard power system reconfiguration
M Babaei, R Jafari-Marandi, S Abdelwahed, J Kluss
International Journal of Electrical Power & Energy Systems 100, 240-252, 2018
102018
A novel benchmark methodology for estimating industrial electricity demand considering unsteady socio-economic conditions
A Azadeh, R Jafari-Marandi, M Abdollahi, E Roudi
International Journal of Business Performance Management 18 (2), 196-215, 2017
102017
Profiling and optimizing the geometric accuracy of additively manufactured components via self-organizing map
M Khanzadeh, R Jafari Marandi, MS Tootooni, L Bian, B Smith, P Rao
University of Texas at Austin, 2016
82016
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Articles 1–20