Saltar para o conteúdo
Centro de Instrumentação Cientifica e Tecnologias de Informação Centro de Instrumentação Cientifica e Tecnologias de Informação

Zahra Mardani Korani

Zahra Mardani Korani
Tel: 218 443 612

Situação Profissional

Junior Research Fellow

Graus Académicos e Científicos

  • Ph.D. in Information Sciences and Technologies,
    • 2021–present  ISCTE - Instituto Universitario de Lisboa    
  • Master of Computer Engineering - Software,
    • 2013–2015 Azad University, Science and Research Branch, Tehran, Iran      
  • Bachelor of Computer Science, 2006–2011

Áreas de Investigação / Interesse

  • Model-Driven Engineering     
  • Machine Learning      
  • Internet of Things     
  • Smart Wearable for Health Monitoring

Atividade Desenvolvida

  • River Cure project, at, Lisbon, Portugal, March 2021-June2021 Scientific supervisor: AlbertoRodrigues da Silva, Joao Carlos Ferreira This project was about becoming acquainted with and investigating concepts such as Model-Driven Engineering (MDE), Domain-Specific Language (DSL), initial research challenges in MDE for Internet of Things (IoT) applications, and some related tools such as XTEXT, Sirius, and EMF.         
  • MDE4IoT (Model-Driven Engineering of IoT Services.)”, Lisbon, Portugal, July 2021- January 2022  Scientific supervisor: Alberto Rodrigues da Silva, Joao Carlos Ferreira This project involved the following tasks: implementing a sample IoT system with Sirius and automatically generating code, writing a survey paper about investigation tools and techniques MDE4IoT, investing challenges Machin learning for MDE4IoT, and becoming acquainted with ML-Quadrat, writing a proposal.         
  • Safe Cities, Porto, Portugal, Jan 2022-Sep 2022  Scientific supervisor: Ines Dutra   The "Safe Cities” project is about Sensor Data Mining and Automatic Learning and working on data that can come from various sources and can be of different types and varieties data can come from: Fire alarms, Environmental pollution meters, Optical, thermal, or acoustic sensors, Data from customized mobile applications, Data from other subprojects.  My task in this project was: becoming acquainted with Time series modelling techniques: ARIMA, Holt Winter, LSTM and training this model for a fire detection system and forecasting the value of some sensor (Opt1, Temp and so on) 
  • PhD project, Lisbon, Portugal, July2022-at present  Scientific supervisor: Alberto Rodrigues da Silva, Joao Carlos Ferreira  ,Armin moin    My PhD project is about enabling Time series modelling techniques on ML-Quadrat (ML2). Ml2 is a Model-Driven Software Engineering (MDSE) tool with full code generation and out-of-the-box Machine Learning (ML) support at the modeling layer for creating smart services for the Internet of Things (IoT) and Cyber-Physical Systems (CPS). This tools only support supervised, unsupervised, and semi supervised ML techniques. In my PhD project I am applying Time series modelling techniques for ML2.  
  • Reviewer in EAI INTSYS 2021 - 5th EAI International Conference on Intelligent Transport Systems        
  • Demo chair in EAI INTSYS 2020 - 4th EAI International Conference on Intelligent Transport 
  • Experience of Supervisions          
    • Co-supervisor, Patrick Henrique Soares de Medeiros, " Calculation of the ecological footprint of freight carriers". ISCTE-IUL, Lisbon, Portugal, 2021–Present.      
    • Co-supervisor, Joana de Castro Faria de Matos Ascenso, "Intelligent, sustainable and efficient road freight transport operations". ISCTE-IUL, Lisbon, Portugal, 2021–Present.   

Publicações Relevantes

Journal Papers     
  • J1. Zahra Mardani Korani, Kamran Zamanifar. "A Novel Protocol in Media Access Control for Wireless Body Area Network." INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY 17, no. 7 (2017): 301-305.     
  • J2. Javadpour, Abdollah, Amir Javadpour, Zeynab Farhadi, and Zahra Mardani Korani. "An Accurate Measurement System Comprising of Wireless Thermometers for Neonate Body Temperature Monitoring." Journal of Biomedical Physics and Engineering (2017).    
Conference Papers     
  • C1. Z. Mardani, K. Zamanifar, "A Review of   Protocols of   Media Access Layer in Wireless Body Area Networks (WBAN), ‘’ First National Conference on Computer Engineering & Information Technology, Qom, Iran,2016.     
  • (Available online https://www.civilica.com/Paper-CIICE01-CIICE01_028.html)    
  • C2. Z. Mardani, K. Zamanifar, "Investigating Energy Consumption in Wireless Body Area
  • Networks with Changes in the Media Access Layer, "First National Conference on Electrical Engineering, Computer Engineering and Information Technology, Shiraz,
  • Iran,2016.    (Available online https://www.civilica.com/Paper-ECIE01-ECIE01_019.html)     
Submitted paper    
  • Model-Driven Engineering Techniques and Tools for Machine Learning-enabled IoT Applications: A Systematic Mapping Study. 

Outras Atividades Científicas e Técnicas

Scientific Workshop      
  • Research Methods Workshop, Islamic Azad University, Isfahan, Iran, June 2015     
  • Third International Conf. on Electronic commerce, Isfahan Chamber of Commerce, Isfahan, Iran, Feb 2016     
  • Medical Tourism Start-up Weekend, Isfahan Healthcare City, Isfahan, Iran, October
  • Workshop on IoT and Business Opportunities, Najaf Abad University, Isfahan, Iran, Feb. 2019
Invited Talks            
  • Delivered a talk at Cloud Computing Workshop, University of Isfahan, Iran, November 2014 Title: Security in cloud computing
Experience of Teaching         
  • Department of Computer and IT Engineering, Chehelsotoon Institute of Higher Education, Isfahan, Iran, September 2017- Febuary2020 (https://naghshejahan.ac.ir/)     
Courses     
  • Advance programming (C++)     
  • Web-based programming (PHP, HTML)     
  • Computer Networking Lab (Cisco Packet Tracer for Network Simulation)     
  • Advance Web Design Lab (PHP, CMS (Word Press))       
Online Training Course    
  • Machine learning– (2019), https://faradars.org/     
  • Python-(2019), https://faradars.org/
Computer Skills     
  • Modeling Technologies
    • Sirius Eclipse, XTEXT, Acceleo, Eclipse Modeling Framework, ML-Quadrat.  (Used in INOV and INESC project)
Data Analytic     
  • Working with time series analysis and forecasting (Holt Winter, ARIMA, SARIMAX, LSTM).  (Used in Safe cities project)       
Programming languages       
  • Python (used for Safe cities project)     
  • C++, PHP, Html, CSS, SQL Server, MATLAB, Asp.Net, C#
Simulation tools       
  • Weka, CISCO packet tracer, NS2

Outra Informação

Honors & Awards            
  • One research grant (research scholarship) in the project CIT, entitled "River Cure”, at INESCID honor date March 2021, Lisbon, Portugal        
  • One research grant (research scholarship) in the project CIT, entitled "MDE4IOT”, INOV – Institute of Systems and Computer Engineering Innovation, honor date July 2021, Lisbon, Portugal          
  • One research grant (research scholarship) in the project Safe Cities, with the reference POCI01-0247-FEDER-041435 (SP2_101), honor date Jaunuary2022, University of Porto and Bosch Company, Porto, Portugal          

« voltar