صفحه شخصی دکتر رضا اکبری

مقالات چاپ شده در نشریات

1. M Yousefi, R Akbari, SMR Moosavi, (2020)‎, Using Machine Learning Methods for Automatic Bug Assignment to Developers, Journal of Electrical and Computer Engineering Innovations ‪(JECEI)‬ 8.‎
2. Javidi, Z.‎, Akbari, R.‎, & Bushehrian, O.‎ (2020)‎.‎ A new method based on formal concept analysis and metaheuristics to solve class responsibility assignment problem.‎ Iran Journal of Computer Science, 1-20.‎
3. Attar, M.‎, Abedini, M.‎ J.‎, & Akbari, R.‎ (2020)‎.‎ Point Versus Block Ordinary Kriging in Rain Gauge Network Design Using Artificial Bee Colony Optimization.‎ Iranian Journal of Science and Technology, Transactions of Civil Engineering, 1-13.‎
4. Hajizadeh, N.‎, Javidan, R.‎, Shamsinejad, P.‎, & Akbari, R.‎ (2020)‎.‎ Node deployment in wireless sensor networks using the new multi-objective levy flight bee algorithm.‎ IET Wireless Sensor Systems, 10(2)‎, 78-87.‎
5. Jalili, A.‎, Keshtgari, M.‎, & Akbari, R.‎ (2020)‎.‎ A new framework for reliable control placement in software-defined networks based on multi-criteria clustering approach.‎ Soft Computing, 24(4)‎, 2897-2916.‎
6. Sepahvand, R.‎, Akbari, R.‎, & Hashemi, S.‎ (2020)‎.‎ Predicting the bug fixing time using word embedding and deep long short term memories.‎ IET Software.‎
7. Attar, M.‎, Abedini, M.‎ J.‎, & Akbari, R.‎ (2019)‎.‎ Optimal prioritization of rain gauge stations for areal estimation of annual rainfall via coupling geostatistics with artificial bee colony optimization.‎ Journal of Spatial Science, 64(2)‎, 257-274.‎
8. Emami, M.‎, Akbari, R.‎, Javidan, R.‎, & Zamani, A.‎ (2019)‎.‎ A new approach for traffic matrix estimation in high load computer networks based on graph embedding and convolutional neural network.‎ Transactions on Emerging Telecommunications Technologies, 30(6)‎, e3604.‎
9. Jalili, A.‎, Keshtgari, M.‎, Akbari, R.‎, & Javidan, R.‎ (2019)‎.‎ Multi criteria analysis of controller placement problem in software defined networks.‎ Computer Communications, 133, 115-128.‎
10. Emami, M.‎, Akbari, R.‎, & Zamani, A.‎ (2018)‎.‎ Evaluation of mathematical models to estimate end‐to‐end traffic in a backbone network.‎ International Journal of Communication Systems, 31(18)‎, e3822.‎
11. Rezaee, R.‎, Akbari, R.‎, Nasiri, M.‎, Foroughinia, F.‎, & Shokrpour, N.‎ (2018)‎.‎ An evaluation of classification algorithms for prediction of drug interactions: Identification of the best algorithm.‎ International Journal of Pharmaceutical Investigation, 8(2)‎, 92-99.‎
12. Jalili A, Keshtgari M, Akbari R.‎ A New Set Covering Controller Placement Problem Model for Large Scale SDNs.‎ Information Systems & Telecommunication.‎:2018.‎
13. Attar M, Abedini MJ, Akbari R.‎ Optimal prioritization of rain gauge stations for areal estimation of annual rainfall via coupling geostatistics with artificial bee colony optimization.‎ Journal of Spatial Science.‎ 2018 Feb 11:1-8.‎
14. Mohammadi R, Parsaei MR, Javidan R, Akbari R.‎ An Effective Countermeasure Method against Freeloading Attack in Software Defined Networks.‎ ADST Journal.‎ 2018 May 15;‎9(2)‎:211-9.‎
15. Khanduzi R, Maleki HR, Akbari R.‎ Two novel combined approaches based on TLBO and PSO for a partial interdiction/fortification problem using capacitated facilities and budget constraint.‎ Soft Computing.‎ 2018:1-9.‎
16. Jalili A, Keshtgari M, Akbari R.‎ Optimal controller placement in large scale software defined networks based on modified NSGA-II.‎ Applied Intelligence.‎ 2017 Dec:1-5.‎
17. Mohammadi R, Javidan R, Keshtgari M, Akbari R.‎ A novel multicast traffic engineering technique in SDN using TLBO algorithm.‎ Telecommunication Systems.‎ 2018 Jul 1;‎68(3)‎:583-92.‎
18. Maleki HR, Khanduzi R, Akbari R.‎ A novel hybrid algorithm for solving continuous single-objective defensive location problem.‎ Neural Computing and Applications.‎ 2017 Nov 1;‎28(11)‎:3323-40.‎
19. Shahabi MM, Badiei SP, Beheshtian SE, Akbari R, Moosavi SM.‎ EVOTLBO: A TLBO based Method for Automatic Test Data Generation in EvoSuite.‎ criterion.‎ 2017;‎8(6)‎.‎
20. Nematollahi M, Akbari R, Nikeghbalian S, Salehnasab C.‎ Classification Models to Predict Survival of Kidney Transplant Recipients Using Two Intelligent Techniques of Data Mining and Logistic Regression.‎ International Journal of Organ Transplantation Medicine.‎ 2017;‎8(2)‎:119.‎
21. Zahedi ZM, Akbari R, Shokouhifar M, Safaei F, Jalali A.‎ Swarm intelligence based fuzzy routing protocol for clustered wireless sensor networks.‎ Expert Systems with Applications.‎ 2016 Aug 15;‎55:313-28.‎
22. Karimi E, Maleki HR, Akbari R.‎ Tabu Search Algorithm to Solve the Intermodal Terminal Location Problem.‎ Journal of Mathematical Extension.‎ 2015 Jan 1;‎9(1)‎:75-89.‎
23. Rahmani N, Zeighami V, Akbari R.‎ A study on the performance of differential search algorithm for single mode resource constrained project scheduling problem.‎ Decision Science Letters.‎ 2015;‎4(4)‎:537-50.‎
24. Zeighami V, Ghasemi M, Akbari R.‎ Using Cooperation Approaches at Different Levels of Artificial Bee Colony Method.‎ World Academy of Science, Engineering and Technology, International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering.‎ 2014 Nov 3;‎8(11)‎:1408-14.‎
25. Alirezamohammadi S, Bagheri B, Akbari R, Derakhshi MR.‎ USING ADAPTIVE MOUNTAIN FUNCTION IN MULTI-OBJECTIVE ARTIFICIAL BEE COLONY.‎
26. Namjoo M, eza Akbari R, Fakhrahmad SM.‎ Predicting Students’ Academic Performance in Iranian Schools.‎ IJECCE.‎ 2014;‎5(3)‎:640-3.‎
27. Mohammadi SA, Derakhshi MF, Akbari R.‎ An adaptive multi-objective artificial bee colony with crowding distance mechanism.‎ Iranian Journal of Science and Technology.‎ Transactions of Electrical Engineering.‎ 2013 Jun 1;‎37‪(E1)‬:79.‎
28. Zeighami V, Akbari R, Ziarati K.‎ Development of a method based on particle swarm optimization to solve resource constrained project scheduling problem.‎ Scientia Iranica.‎ Transaction E, Industrial Engineering.‎ 2013 Dec 1;‎20(6)‎:2123.‎
29. Akbari R, Zeighami V, Akbari I.‎ An ABC-Genetic method to solve resource constrained project scheduling problem.‎ Artificial Intelligence Research.‎ 2012 Sep 26;‎1(2)‎:185.‎
30. Mohammadi SA, Derakhshi MF, Akbari R.‎ An adaptive multi-objective artificial bee colony with crowding distance mechanism.‎ Iranian Journal of Science and Technology.‎ Transactions of Electrical Engineering.‎ 2013 Jun 1;‎37‪(E1)‬:79.‎
31. Akbari R, Zeighami V, Ziarati K, Akbari I.‎ Development of an Efficient Hybrid Method for Motif Discovery in DNA Sequences.‎ AUT Journal of Electrical Engineering.‎ 2012 Apr 1;‎44(1)‎:63-75.‎
32. Mohammadi SA, Akbari R, Mohammadi SH.‎ AN EFFICIENT METHOD BASED ON ABC FOR OPTIMAL MULTILEVEL THRESHOLDING.‎ algorithms.‎ 2012 Jan 1;‎28:29.‎
33. Zeighami V, Akbari R, Ziarati K.‎ An efficient multi population artificial bee colony.‎ International Journal of Machine Learning and Computing.‎ 2012 Jun 1;‎2(3)‎:195.‎
34. Akbari R, Ziarati K.‎ Multi-objective bee swarm optimization.‎ International Journal of Innovative Computing Information and Control.‎ 2012 Jan 1;‎8‪(1B)‬:715-26.‎
35. Akbari R, Hedayatzadeh R, Ziarati K, Hassanizadeh B.‎ A multi-objective artificial bee colony algorithm.‎ Swarm and Evolutionary Computation.‎ 2012 Feb 1;‎2:39-52.‎
36. Akbari R, Ziarati K.‎ A Cooperative Approach to Bee Swarm Optimization.‎ J.‎ Inf.‎ Sci.‎ Eng.‎.‎ 2011 May 1;‎27(3)‎:799-818.‎
37. Akbari R, Ziarati K.‎ A rank based particle swarm optimization algorithm with dynamic adaptation.‎ Journal of Computational and Applied Mathematics.‎ 2011 Feb 15;‎235(8)‎:2694-714.‎
38. Ziarati K, Akbari R, Zeighami V.‎ On the performance of bee algorithms for resource-constrained project scheduling problem.‎ Applied Soft Computing.‎ 2011 Jun 1;‎11(4)‎:3720-33.‎
39. Akbari R, Zeighami V, Ziarati K.‎ Artificial bee colony for resource constrained project scheduling problem.‎ International Journal of Industrial Engineering Computations.‎ 2011 Jan 1;‎2(1)‎:45-60.‎
40. Akbari R, Mohammadi A, Ziarati K.‎ A novel bee swarm optimization algorithm for numerical function optimization.‎ Communications in Nonlinear Science and Numerical Simulation.‎ 2010 Oct 1;‎15(10)‎:3142-55.‎
41. Akbari R, Ziarati K.‎ A multilevel evolutionary algorithm for optimizing numerical functions.‎ International Journal of Industrial Engineering Computations.‎ 2011 Apr 1;‎2(2)‎:419-30.‎

مقالات ارائه شده در کنفرانس ها

1. Mohammad Loni, Ali Zoljodi, Daniel Maier, Amin Majd, Masoud Daneshtalab, Mikael Sjodin, Ben Juurlink, Reza Akbari, DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture, IEEE World Congress on Computational Intelligence ‪(WCCI)‬ 2020
2. Seydeh Akram Saadat Neshan, Reza Akbari, A Combination of Machine Learning and Lexicon Based Techniques for Sentiment Analysis, 6th International Conference on Web Research, 2020
3. Mohammad Loni, Ali Zoljodi, Daniel Maier, Amin Majd, Masoud Daneshtalab, Mikael Sjodin, Ben Juurlink, Reza Akbari, DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture, IEEE World Congress on Computational Intelligence ‪(WCCI)‬ 2020
4. Mohammadnia, S.‎, Esmaeilyfard, R.‎, & Akbari, R.‎ (2019)‎.‎ Automatic SOA Anti-pattern Detection based on REST.‎
5. Karimi M, Najafi MS, Akbari R, Keshtgari M.‎ Presenting a New Method, Using Topology Virtualization for Stabilizing Flow Tables in SDWN.‎ InCollaboration and Internet Computing (CIC), 2017 IEEE 3rd International Conference on 2017 Oct 15 (pp.‎ 219-226).‎ IEEE.‎
6. Jalili A, Keshtgari M, Akbari R.‎ Modified multi-objective TLBO for location of controllers in software defined networks.‎ InComputer Science and Software Engineering Conference (CSSE), 2017 International Symposium on 2017 Oct 25 (pp.‎ 92-98).‎ IEEE.‎
7. Etemadi V, Bushehrian O, Akbari R.‎ Association rule mining for finding usability problem patterns: A case study on StackOverflow.‎ InComputer Science and Software Engineering Conference (CSSE), 2017 International Symposium on 2017 Oct 25 (pp.‎ 24-29).‎ IEEE.‎
8. Farzi P, Akbari R, Bushehrian O.‎ Improving semantic web service discovery method based on QoS ontology.‎ InSwarm Intelligence and Evolutionary Computation (CSIEC), 2017 2nd Conference on 2017 Mar 7 (pp.‎ 72-76).‎ IEEE.‎
9. Shahabi MM, Badiei SP, Beheshtian SE, Akbari R, Moosavi SM.‎ On the performance of EvoPSO: A PSO based algorithm for test data generation in EvoSuite.‎ InSwarm Intelligence and Evolutionary Computation (CSIEC), 2017 2nd Conference on 2017 Mar 7 (pp.‎ 129-134).‎ IEEE.‎
10. Javidi Z, Akbari R, Bushehrian O.‎ Semi-automatic object-oriented software design using metaheuristic algorithms.‎ InSwarm Intelligence and Evolutionary Computation (CSIEC), 2017 2nd Conference on 2017 Mar 7 (pp.‎ 123-128).‎ IEEE.‎
11. Nejad FM, Akbari R, Dejam MM.‎ Using memetic algorithms for test case prioritization in model based software testing.‎ InSwarm Intelligence and Evolutionary Computation (CSIEC), 2016 1st Conference on 2016 Mar 9 (pp.‎ 142-147).‎ IEEE.‎
12. Moradyan K, Bushehrian O, Akbari R.‎ A query ontology to facilitate web service discovery.‎ InKnowledge-Based Engineering and Innovation (KBEI), 2015 2nd International Conference on 2015 Nov 5 (pp.‎ 202-206).‎ IEEE.‎
13. Hajizadeh N, Khayami SR, Akbari R, Jahanbazi P.‎ Empirical study on parallel computation of Cyclomatic complexity by the use of Message Passing Interface.‎
14. Zeighami V, Ghsemi M, Akbari R.‎ A multi-level artificial bee colony method.‎ InInformation Communication and Embedded Systems (ICICES), 2014 International Conference on 2014 Feb 27 (pp.‎ 1-7).‎ IEEE.‎
15. Rastkhadiv S, Akbari R.‎ Multi-Objective Clustering using Artificial Bee Colony, 2013.‎
16. Sanaei P, Akbari R, Zeighami V, Shams S.‎ Using firefly algorithm to solve resource constrained project scheduling problem.‎ InProceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012) 2013 (pp.‎ 417-428).‎ Springer, India.‎
17. Akbari R, Zeighami V, Ziarati K.‎ MLGA: a multilevel cooperative genetic algorithm.‎ InBio-Inspired Computing: Theories and Applications (BIC-TA), 2010 IEEE Fifth International Conference on 2010 Sep 23 (pp.‎ 271-277).‎ IEEE.‎
18. Hedayatzadeh R, Hasanizadeh B, Akbari R, Ziarati K.‎ A multi-objective artificial bee colony for optimizing multi-objective problems.‎ InAdvanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on 2010 Aug 20 (Vol.‎ 5, pp.‎ V5-277).‎ IEEE.‎
19. Hedayatzadeh R, Salmassi FA, Keshtgari M, Akbari R, Ziarati K.‎ Termite colony optimization: A novel approach for optimizing continuous problems.‎ InElectrical Engineering (ICEE), 2010 18th Iranian Conference on 2010 May 11 (pp.‎ 553-558).‎ IEEE.‎
20. Akbari R, Zeighami V, Ziarati K.‎ A cooperative artificial bee colony optimizer.‎ In7th International Industrial Engineering Conference 2010 ‪(pp.‎ 1-10)‬.‎
21. Akbari R, Mohammadi A, Ziarati K.‎ A powerful bee swarm optimization algorithm.‎ InMultitopic Conference, 2009.‎ INMIC 2009.‎ IEEE 13th International 2009 Dec 14 (pp.‎ 1-6).‎ IEEE.‎
22. Akbari R, Ziarati K.‎ An efficient PSO algorithm for motif discovery in DNA.‎ InIEEE International Conference of Emerging Trends in Computing, Tamil Nadu, India 2009.‎
23. Akbari R, Ziarati K.‎ Combination of particle swarm optimization and stochastic local search for multimodal function optimization.‎ InComputational Intelligence and Industrial Application, 2008.‎ PACIIA'08.‎ Pacific-Asia Workshop on 2008 Dec 19 (Vol.‎ 2, pp.‎ 388-392).‎ IEEE.‎
24. Akbari R, Jazi MD, Palhang M.‎ A hybrid method for robust multiple objects tracking in cluttered background.‎ InInformation and Communication Technologies, 2006.‎ ICTTA'06.‎ 2nd 2006 (Vol.‎ 1, pp.‎ 1562-1567).‎ IEEE.‎
25. B.‎ Danaei, and R.‎ Akbari, "Using Data Mining Techniques to Identify Useful Factors in Success or Failure of Software Reusability", 7th Iran Data Mining Conference, pp.‎ 1-9, 2013 ‪(Paper presented in Persian)‬.‎
26. S.‎ Khorram S.‎, M.‎ D.‎ Jazi, and R.‎ Akbari, "A Survey on Expert Finding Methods in Social Networks", 7th Iran Data Mining Conference, pp.‎ 1-14, 2013 ‪(Paper presented in Persian)‬.‎
27. M.‎ Doroodian, R.‎ Akbari, and M.‎ Ahmadzadeh, "Presenting an Efficient Information Search Method Based on Ontology in Social Networks", 7th Iran Data Mining Conference, pp.‎ 1-10, 2013, ‪(Paper presented in Persian)‬.‎
28. Z.‎ Mansoori S.‎, H.‎ R.‎ Maleki, R.‎ Akbari, "Solving Location-Routing Problem Using Heuristic Methods", 6th International Conference of Iranian Society of Operation Research, Tehran, Iran, pp.‎ 482-483, 2013, ‪(Paper presented in persian)‬.‎
29. E.‎ Karimi D.‎, H.‎ R.‎ Maleki, and Reza Akbari, "Using Methahuristic Methods to Solve Facility Location Problem", 6th International Conference of Iranian Society of Operation Research, Tehran, Iran, 2013, ‪(Paper presented in persian)‬.‎
30. E.‎ Soochi, and R.‎ Akbari, "Targeted Advertising in Social Networks", National Conference on Computer Science and Engineering and Information Technology, pp.‎ 1-6, Shiraz, Iran, 2012.‎
31. S.‎ Shams Shirazi, P.‎ Sanaei, R.‎ Akbari, and V.‎ Zeighami , "Solving Resource Constrained Project Scheduling Problem Based on Bees Algorithm", Eight International Project Management Conference, Iran, Tehran, pp.‎ 1-10,2012.‎
32. M.‎ Emami, E.‎ Tavakol, R.‎ Akbari, and R.‎ Khayami, "A Service Oriented Framework for Integrating HIS Systems", 8th International Industrial Engineering Conference, Tehran, Iran, pp.‎ 1-6, February 2012.‎
33. H.‎ N.‎ Ataei, K.‎ Ziarati, R.‎ Akbari, “MCBSO: A Cooperative Bee Swarm Optimization Algorithm”, 16th Iranian Conference on Computer (CSI2011), Tehran, Iran, pp.‎ 1-6, 2011.‎
34. R.‎ Akbari, and K.‎ Ziarati, “A PSO based method for neural networks training and its application in image compression”, In proceeding of First Iranian Joint Conference on Intelligent and Fuzzy Systems, Mashhad, Iran, 2007.‎
35. R.‎ Akbari, and M.‎ Palhang, "Presenting a structure for recognizing printed musical notes", Proceedings of the 11th International Computer Society of  Iran Computer Conference (CSICC'2006), School of Computer Science, IPM, Tehran, Iran, January 24-26, 2006, pp.‎ 855-858

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