Dr Omid Ameri Sianaki is a lecturer in Information Systems. He has extensive experience in new product development in Automobile Manufacturing Industry. He was a project manager for thirteen trim parts of Peugeot 206 Sedan, Renault Logan Cross Car Beam and Glasses during production localisation in Iran from 2000 to 2008.

Dr Ameri Sianaki contributed to teaching at Curtin University, Macquarie University, and CQU.

Prior to commencing at Victoria University in Melbourne, he held course (program) coordinator roles at Victoria University Sydney from 2017 to mid-2020 including:

  • Course Coordinator Bachelor of Business (BBNS)
  • Course Coordinator Master of Enterprise Resource Planning Systems (BMES)
  • Course Coordinator Bachelor of Information Technology (NBIT)
  • Course Coordinator Master of Information Technology (NMIT).

Dr Ameri Sianaki has a research background in contributing to a multidisciplinary research team working on Smart Grid, Energy Management Systems, Production Planning, Supply Chain Management, Cybersecurity and Blockchain, Cloud Computing, IoT, and Data analytics. He holds an international workshop on Internet of Everything and Machine Learning Applications (IOEMLA) in conjunction with AINA conference since 2018. He is a senior member of IEEE.

Areas of expertise

  • Artificial intelligence
  • Machine Learning
  • Data mining
  • Data security and governance
  • NoSQL database
  • Combinatorial optimisation
  • Linear and non-linear programming
  • Multi-criteria decision making (MCDM)
  • Operation research
  • Business process engineering
  • Supply chain management

Contact details

+61 (3) 9919 1907

Teaching responsibilities

Coordination

Unit Convenor for Melbourne campuses (postgraduate):

Unit Convenor for Melbourne campuses (undergraduate):

Unit Convenor TNE (Sydney, Malaysia, China, India campuses):

  • BGP7730 Business Research Project (Sydney, India)
  • BMO2201 Distribution Management (Malaysia, China)
  • BMO3123 Integrated Supply Chain Management (Malaysia, China)
  • BCO6007 Business Analytics (India)
  • BCO6604 Customer Relationship Management (Sydney)
  • BCO6672 Information Systems Professionals (Sydney)
  • BCO6008 Predictive Analytics (India)
  • BCO5501 Business Process Engineering (Sydney, India)

Teaching

Melbourne campuses, postgraduate:

Melbourne campuses, undergraduate:

Supervision

Principal supervisor of one candidate.

Publications

Refereed journal articles

Mousavi, Mitra, Javad Rezazadeh, and Omid Ameri Sianaki. "Machine learning applications for fog computing in IoT: a survey." International Journal of Web and Grid Services 17, no. 4 (2021): 293-320.

Uddin, Shahadat, Tasadduq Imam, Md Ekramul Hossain, Ergun Gide, Omid Ameri Sianaki, Mohammad Ali Moni, Ashwaq Amer Mohammed, and Vandana Vandana. "Intelligent type 2 diabetes risk prediction from administrative claim data." Informatics for Health and Social Care (2021): 1-15.

Chowdhury, Md Maruf Hossan, Sanjoy Kumar Paul, Omid Ameri Sianaki, and Mohammed A. Quaddus. "Dynamic sustainability requirements of stakeholders and the supply portfolio." Journal of Cleaner Production 255 (2020): 120148.

Hasan, Khalid, Khandakar Ahmed, Kamanashis Biswas, Md Saiful Islam, and Omid Ameri Sianaki. "Software-defined application-specific traffic management for wireless body area networks." Future Generation Computer Systems 107 (2020): 274-285.

Sianaki, Omid Ameri, Mohammad AS Masoum, and Vidyasagar Potdar. "A decision support algorithm for assessing the engagement of a demand response program in the industrial sector of the smart grid." Computers & Industrial Engineering 115 (2018): 123-137.

Refereed book chapters

Sattarian, Mahbubeh, Javad Rezazadeh, Reza Farahbakhsh, and Omid Ameri Sianaki. "A Data Mining Approach for Indoor Navigation Systems in IoT Scenarios." Data Science and Internet of Things: Research and Applications at the Intersection of DS and IoT (2021): 157-182.

Refereed conference papers

Fotros, Maede, Javad Rezazadeh, and Omid Ameri Sianaki. "A survey on vanets routing protocols for iot intelligent transportation systems." In Workshops of the International Conference on Advanced Information Networking and Applications, pp. 1097-1115. Springer, Cham, 2020.

Dawoud, Ahmed, Omid Ameri Sianaki, Seyed Shahristani, and Chun Raun. "Internet of Things Intrusion Detection: A Deep Learning Approach." In 2020 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1516-1522.

IEEE, 2020. Hussain, Shafquat, Omid Ameri Sianaki, and Nedal Ababneh. "A survey on conversational agents/chatbots classification and design techniques." In Workshops of the International Conference on Advanced Information Networking and Applications, pp. 946-956. Springer, Cham, 2019.

Daneshgar, Farhad, Omid Ameri Sianaki, and Amnna Ilyas. "Overcoming data security challenges of cloud of things: an architectural perspective." In Conference on Complex, Intelligent, and Software Intensive Systems, pp. 646-659. Springer, Cham, 2019.

Singh, Ravinder, Jiahua Du, Yanchun Zhang, Hua Wang, Yuan Miao, Omid Ameri Sianaki, and Anwaar Ulhaq. "A framework for early detection of antisocial behavior on Twitter using natural language processing." In Conference on Complex, Intelligent, and Software Intensive Systems, pp. 484-495. Springer, Cham, 2019.

Find a list of publications on the Victoria University Research Repository.

Professional memberships

  • IEEE
  • Australian Computer Society (ACS)
  • PMI
  • American Society for Quality (ASQ)

Industry experience

Project manager for thirteen trim parts of Peugeot 206 Sedan, Renault Logan Cross Car Beam and Glasses during production localisation in Iran from 2000 to 2008.