Nowadays, computational intelligence is being used more frequently by the engineers to solve a whole range of real engineering problems. The computational intelligence-based methods, such as machine learning and nature-inspired metaheuristic algorithms, can often provide valuable alternatives to the traditional methods for efficiently solving problems in civil engineering fields. In particular, the development of machine learning and metaheuristic methods are the main concerns of Computational Intelligence in Civil Engineering (CICE) research group.
Doddy Prayogo is currently a lecturer in the Department of Civil Engineering at Petra Christian University. He received his ST from Petra Christian University (PCU), his MT from Sepuluh Nopember Institute of Technology (ITS) and his MSc and PhD in Construction Management from National Taiwan University of Science and Technology (NTUST). He is the author of several journal articles and conference papers. He is the co-founder of a new metaheuristic optimization algorithm, Symbiotic Organisms Search (SOS). His main research interests are machine learning and metaheuristic applications for solving civil engineering issues.
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Academic Qualifications
2015: PhD in Construction Management, National Taiwan University of Science and Engineering
2012: MSc in Construction Management, National Taiwan University of Science and Engineering
2012: MT in Construction Project Management, Sepuluh Nopember Institute of Technology
2009: ST in Civil Engineering, Petra Christian University
Career History
2015-current: Lecturer – Petra Christian University
2015-2016: Postdoctoral researcher – National Taiwan University of Science and Engineering
2009-2010: Site Engineer – PT Hakadikon Pratama
Awards
2012-2015: Awarded Doctoral Program Full Scholarship, NTUST
2011-2012: Awarded Master Program Full Scholarship, NTUST
2009: The most highly participated and outstanding student, PCU
2005: Top 10 outstanding first-year student, PCU
Teaching Experiences
PCU:
[MT5036] Systems Analysis in Construction – Graduate
[MT5044] Economic Decision Analysis in Construction – Graduate
[TS4512] Statics (Statika) – Undergraduate
[TS4211] Statistics (Statistik) – Undergraduate
[TS4247] Construction Management (Manajemen Konstruksi) – Undergraduate
[TS4234] Computer Programming (Bahasa Pemrograman) – Undergraduate
[TS4441] System Reliability Analysis (Analisa Keandalan Sistem) – Undergraduate
ITS:
[PM092202] Decision System and Analysis (Analisis dan Sistem Keputusan) – Graduate
Other Activities
PCU Committe:
2017 – present: Head of Computer Laboratory of Civil Engineering Department
2016 – present: Advisor of PCU civil engineering student council
2016: Committee of Seminar on Best Practice in Civil and Structural Engineering Works
2016: Committee of Petra Parade – Green Bazaar Division
International Committee:
2017: Scientific committee, The 34th International Symposium on Automation and Robotics in Construction (ISARC), 28 June – 1 July, Taipei, Taiwan
Reviewing Activities for Journals:
Reviewer for Structural and Engineering Mechanics since 2017
Reviewer for Journal of Computational Design and Engineering since 2017
Reviewer for IEEE Transactions on Neural Networks and Learning Systems since 2017
Reviewer for Iranian Journal of Science and Technology, Transactions of Mechanical Engineering since 2017
Reviewer for PLOS ONE since 2017
Reviewer for Engineering Applications of Artificial Intelligence since 2017
Reviewer for Soft Computing since 2016
Reviewer for Civil Engineering Dimension since 2016
Reviewer for Applied Mathematical Modelling since 2016
Reviewer for Transactions of the Institute of Measurement and Control since 2016
Reviewer for Journal of Experimental & Theoretical Artificial Intelligence since 2015
Reviewer for IET Generation, Transmission & Distribution since 2015
Reviewer for Neural Computing and Applications since 2015
Reviewer for International Journal of Computer Mathematics since 2014
Reviewer for Journal of Computing in Civil Engineering since 2013
Reviewer for Swarm and Evolutionary Computation since 2013