دکتر بابک امیری

سوابق علمی، پژوهشی و اجرایی دکتر بابک امیری

تحصیلات

مشاغل دانشگاهی

تجارب صنعتی

شاخص های پژوهشی

توانایی های برنامه نویسی و نرم افزاری

• R
• Python
• Matlab
• Java
• Hadoop
• Graphchi
• SQL & NoSQL
• Gephi
• C++
• Netlogo
• SPSS

دروس تدریس شده

• Data Analysis (Course-Coordinator)
• Social Networks Analysis (Course-Coordinator)
• Data Mining & Expert Systems (Course-Coordinator)
• Computer Application in Project management (Course-Coordinator)
• International Project management (Course-Coordinator)
• Information Technology Project Management (Course-Coordinator)
• Quantitative Methods in Economy (Course-Coordinator)
• Econometrics (Course-Coordinator)
• Operation Research (Course-Coordinator)
• Engineering Economy (Course-Coordinator)
• Strategic Planning (Course-Coordinator)
• Expert System (Course-Coordinator)
• Discrete Mathematics (Course-Coordinator)
• Advance Programming Java (Course-Coordinator)
• Advance Programming C++ (Course-Coordinator)
• Artificial Intelligence (Course-Coordinator)
• Software Engineering (Course-Coordinator)

زمینه های تحقیقاتی

• Complex Network
• Evolutionary Computation
• e-Commerce Business Models
• Business Intelligence
• Organizational Computation
• System Analysis
• Social Network Analysis
• Project Planning
• Data Mining Algorithms
• Big data
• Social Media Analysis
• Financial and Economic Networks

مقالات ژورنال

• Amir Karimi-Majd, Mohammad Fathian, Babak Amiri. A hybrid artificial immune network for detecting communities in complex networks, Computing 97 (5), 483-507, 2015. (ISI)

• M Zare, Taher Niknam, Rasoul Azizipanah-Abarghooee, Babak Amiri, Multi-objective probabilistic reactive power and voltage control with wind site correlations, Energy 66, 810-822, 2014. (ISI)

• Taher Niknam, Rasoul Azizipanah-Abarghooee and Babak Amiri, A new multi-objective reserve constrained combined heat and power dynamic economic emission dispatch, Energy the International Journal, 2013. (ISI)

• Babak Amiri, Liaquat Hossain and John Crawford, New Directions of Community Detection in Complex Networks: Multi-objective Enhanced Firefly Algorithm, Knowledge Based Systems Journal, 2012. (ISI)

• Babak Amiri, Application of Teaching-Learning-Based Optimization Algorithm on Cluster Analysis, Journal of Basic and Applied Scientific Research, 2012. (ISI)

• Babak Amiri, A Multi-Objective Hybrid Optimization Algorithm for Project Selection Problem, Journal of Basic and Applied Scientific Research, 2012. (ISI)

• Ali maroosi and Babak Amiri, A new clustering algorithm based on hybrid global optimization and dynamical systems approach algorithm, Expert System With Application, 2010. (ISI)

• Taher Niknam, Babak Amiri, An efficient hybrid approach based on PSO, ACO and kmeans for cluster analysis, Applied Soft Computing, 2010. (ISI)

• Babak Amiri, Mohammad Fathian and Ali Maroosi, Cluster analysis by the k-means and shuffled frog-leaping algorithms, International Journal of Advanced Manufacturing Technology, In press, 2009. (ISI)

• Taher Niknam, Babak Amiri, Javad Olamaei and Ali Arefi, An efficient hybrid evolutionary optimization algorithm based on PSO and SA for clustering, Journal of Zhejiang University Science A,2009.(ISI)

• Taher Niknam, Javad Olamaei and Babak Amiri, A hybrid evolutionary algorithm based on ACO and SA for cluster analysis, Journal of Applied Science, 2008. (ISI)

• Fathian Mohammad, Babak Amiri and Ali Maroosi, A honey bee mating approach for cluster analysis, International Journal of Advanced Manufacturing Technology, 2007. (ISI)

• Fathian Mohammad and Babak Amiri, Application of honey bee mating on cluster analysis, Applied Mathematics and Computation, 2007. (ISI)

• Mohammad Fathian, Babak Amiri 2006, E-Business Evaluation Indicators of the Iranian Manufacturing Small and Medium Enterprises, Quarterly Journal of New Economy and Commerce, Number 4, pp1-19.

• Babak Amiri and Mohammad Fathian 2007, Integration of Self Organization Feature Map Neural Network and honey bee mating optimization algorithm for Market Segmentation, Journal of Theoretical and Applied Information Technology, 2007.

مقالات کنفرانس

• Babak Amiri, Liaquat Hossain and John Crawford, Multiobjective TLBO evolutionary algorithm for clustering in social networks, International Conference on Genetic and Evolutionary Methods, 2012, USA (GEM’12).

• Babak Amiri, Liaquat Hossain and John Crawford, A Hybrid Evolutionary Algorithm based on HSA and CLS for Multi-objective Community Detection in Complex Networks, The IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Turkey, 2012.

• Babak Amiri, Liaquat Hossain and John Crawford, An Efficient Multiobjective Evolutionary Algorithm for Community Detection in Social Networks, IEEE Congress on Evolutionary Computation, New Orleans, USA, 2011.

• Babak Amiri and Liaquat Hossain, Application of harmony search algorithm on clustering, International Conference on Machine Learning and Data Analysis, San Francisco, USA, 2010.

• Babak Amiri, Mohammad Fathian, Investigation of e-CRM factors in Iranian SMEs, International Conference of e-Society, Portugal, 2008.

• Mohammad Fathian, Babak Amiri, Investigation of e-Readiness Indicators in Iranian Manufacturing SMEs, IEEE, International Conference of Information Technology, Nevada, USA, 2007.

• Mostafa Jafari and Babak Amiri and Meisam Jafari, A new model in information technology strategic planning, The First International Conference on Strategic Management, Tehran, Iran, 2007.

• Ali Akbar Jalali, Babak Amiri and Mohammad Amin Zare, Investigation of implementation of e-commerce in selected countries, Presented in International Conference of e-Commerce, Tehran, Iran, 2005.

• Babak Amiri and Mohammad Reza Jalali, The importance of development of rural ICT in the view of WSIS, Presented in Application of ICT in Regional Development Conference, Qrnabad, Iran, 2005.

• Babak Amiri, Application of TRIZ in technology forecasting, 9th Industrial Engineering Conference, Tehran, Iran, 2002.

مقالات تحت داوری

• Tsunami: a novel optimization algorithm for for resource scheduling on could computing (Under review)
• Fun-Net: A New Multi-objective algorithm Link Community Detection in Complex Networks (Under review)
• A multi-objective fuzzy adaptive ASO algorithm for community detection in dynamic networks (Under review)
• A hybrid optimization algorithm for predicting student’s performance (Under review)
• A Neuro-fuzzy model to match personality psychology and job: case study of computer engineering students
• A new optimization algorithm for link community detection in dynamic networks (Under review)
• Research trends and evolution in recommendation systems (Under review)

سوابق اجرایی علمی

• PC Member of the IEEE International Conference on Social Computing 2012, 2013
• Reviewer of IEEE Transaction on Evolutionary Computation Journal
• Reviewer of Social Network Analysis and Mining Journal
• Reviewer of Journal of Energy
• Reviewer of Swarm Intelligence Journal
• Reviewer of Journal of Optimization
• Reviewer of Journal of Pattern Recognition Letter
• Reviewer of European Journal of Operation Research
• Reviewer of Journal of Information Science
• Reviewer of Journal of Computational and Applied Mathematic

افتخارات

• Awarded The University of Sydney full scholarship for PhD 2010
• Awarded as a distinguished MSc student for 2007 at Iran University of Science and Technology
• Awarded as a distinguished researcher in engineering for 2009 at region one of Universities in Iran
• Awarded as a distinguished researcher for 2009 at Fars Science and Research University
• Awarded as a distinguished researcher for 2008 at Fars Science and Research University