Hajar Baghcheband (0A1C-3D7D-7CDA)

Curriculum Vitae

Hajar Baghcheband

Hadjar Baghcheband completed a Master's in Information Technology at the Graduate University of Advanced Technology in 2011 and a Bachelor's in Computer Software Engineering at Islamic Azad University Shiraz in 2008. Her master's thesis was granted by the Iran Telecommunications Research Center (ITRC) and focused on applying data mining techniques to intrusion detection systems. From 2009-2015, she was a lecturer at higher education institutes and colleges in Shiraz. In 2016, her new role in the company as project management and database administrator started and their project was shortlisted for the World Summit Award. Hajar began her Ph.D. studies in Computer Engineering at the University of Porto in September 2018. Her research interests are Machine Learning, Multi-agent Systems, Artificial Intelligence, Data mining, Business Intelligence, Decision Support systems, and databases.

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Identification

Personal identification

Full name: Hajar Baghcheband

Citation names

Baghcheband, Hajar
Baghcheband, H.

Author identifiers

Ciência ID: 0A1C-3D7D-7CDA
ORCID iD: 0000-0003-1587-4635
Google Scholar ID: https://scholar.google.com/citations?hl=en&user=Sf7Aui0AAAAJ
Scopus Author Id: 57211018801

Email addresses

f.baghcheband@gmail.com (Personal)

Telephones

Mobile phone

911196656 (Personal)
914844261 (Personal)

Addresses

Rua Horácio Marçal, 269, RC04 B, 4200-003, Porto, Porto, Portugal (Personal)

Websites

linkedin.com/in/baghcheband (Social media)

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences
Exact Sciences - Computer and Information Sciences - Computer Sciences
Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Persian (Mother tongue)

Education

	Degree	Classification
2008/09/22 - 2011/09/21 Concluded	Information Technology (Master) Major in Information Technology Graduate University of Advanced Technology, Iran "Increasing the Security of Wireless Sensor Networks using a Multi-Agent based Cryptography and Nero-Genetic Intrusion Detection System" (THESIS/DISSERTATION)	18.81
2004/09/22 - 2008/08/27 Concluded	Computer Software Engineering (Bachelor) Islamic Azad University Shiraz, Iran "Automation Application for Shiraz Municipality to automated their diary tasks" (THESIS/DISSERTATION)	17.78

Affiliation

Science

	Category Host institution	Employer
2021/09/01 - Current	Researcher (Research)	Fundação para a Ciência e a Tecnologia, Portugal
	Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal (...)
2020/02/14 - 2021/02/13	Contracted Researcher (Research)	Universidade do Porto Faculdade de Engenharia, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal
2019/01/15 - 2019/07/14	Researcher (Research)	CISTER Research Center, Portugal
	CISTER Research Center, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2011/09/21 - 2017/07/21	Lecturer (University Teacher)	Eram Institute of Higher Education, Iran
	Higher Education Institutions of Shiraz, Iran
2011/01/20 - 2015/01/20	Lecturer (University Teacher)	University of Applied Science and Technology, Iran
	University of Applied Science and Technology, Iran
2009/01/01 - 2011/07/31	Lecturer (University Teacher)	Besat Institute of Higher Education, Iran

Other Careers

	Category Host institution	Employer
2017/02/01 - 2018/08/31	Coordenador de Projeto (Categorias e Funções Especificas)	Atishahr Hooshmand , Iran

Others

	Category Host institution	Employer
2016/01/01 - 2018/08/23	Senior Data-Base Administrator, Data Analyst	Atishahr Hooshmand , Iran

Projects

Grant

	Designation	Funders
2019/01/15 - 2019/07/14	CISTER Research Unit (UID/CEC/04234) CISTER Research Unit (UID/CEC/04234) PhD Student Fellow CISTER Research Center, Portugal	Concluded

Contract

	Designation	Funders
2009/01/01 - 2011/10/20	Increasing the Security of Wireless Sensor Networks using a Multi-Agent based Cryptography and Nero-Genetic Intrusion Detection System 18505/500/T Master Student Fellow ITRC - Iran Telecommunication Research Center, Iran	Concluded

Outputs

Publications

Book chapter	Hajar Baghcheband; Carlos Soares; Luís Paulo Reis. "Machine Learning Data Markets: Evaluating the Impact of Data Exchange on the Agent Learning Performance". 2023. 10.1007/978-3-031-49008-8_27
Conference paper	Baghcheband, Hajar; Soares, Carlos; Reis, Luis Paulo. "Machine Learning Data Markets: Trading Data using a Multi-Agent System". Niagara Falls, 2022. Published • 10.1109/wi-iat55865.2022.00073 Baghcheband, Hajar; Kokkinogenis, Zafeiris; Rossetti, Rosaldo J. F.. "Transportation Policy Evaluation Using Minority Games and Agent-Based Simulation". Paper presented in 5th IEEE International Smart Cities Conference (ISC2 2019), Casablanca, 2019. 10.1109/isc246665.2019.9071668 Baghcheband, H.; Kokkinogenis, Z.; Rossetti, R.J.F.. "Policy appraisal using iteration games in artificial transportation systems". Paper presented in 17th International Industrial Simulation Conference 2019, ISC 2019, Lisbon, 2019. Accepted Baghcheband, Hajar. "Reinforcement Learning to Reach Equilibrium Flow on Roads in Transportation System". Paper presented in 14th Doctoral Symposium in Informatics Engineering, Porto, 2019. Published Baghcheband, Hajar; Hamid Reza Naji; Farzamiyan, Amir Hossein. "Increasing the Security in Wireless Sensor Networks using Multi-Agent based Crypto Sensor Nodes". Paper presented in 2011 International Conference on Information Communication and Management (ICICM 2011), 2011. Accepted Baghcheband, Hajar; Amir Hossein Farzamiyan; Reza Parsamehr. "Review and design of automatic control system of car access to the parking space with RFID technology". Paper presented in ICEEE 2011- 3rd Iranian Conference on Electrical and Electronics Engineering, 2011. Published Baghcheband, Hajar; Amir Hossein Farzamiyan; Hamid Reza Naji. "Features selection in the wireless sensor network intrusion detection system using a decision tree". Paper presented in ICEEE 2011, 2011. Published Baghcheband, Hajar; Farzamiyan, Amir Hossein; Hamid Reza Naji. "Multi Agent Cryptography for wireless sensor network". Paper presented in 2011 International Conference on Computing and Computer Vision (ICCCV 2011), 2011. Accepted Baghcheband, Hajar; Ali Akbar Niknafs; Hamid Reza Naji; Farzamiyan, Amir Hossein. "Intrusion Detection Using C5.0 and Cart Classification Tree Algorithms". Paper presented in 2011 International Conference on Computing and Computer Vision (ICCCV 2011), 2011. Accepted Baghcheband, Hajar; Ali Akbar Niknafs; Hojat Alah Ranjbar; Kaveh Taghizadeh. "Applying data mining techniques in copper prediction in mine". Paper presented in The 3rd Iran Data Mining conference, (IDMC) 2009, Tehran, 2009. Published
Conference poster	Baghcheband, Hajar; Carlos Soares; Luis Paulo Reis. "Data Markets: A Multi-Agent System Platform for Cooperative and Competitive Distributed Machine Learning". Paper presented in EPIA 2019, Vila Real, Portugal, 2019. Baghcheband, Hajar; Ali Akbar Niknafs. "Predict the amount of molybdenum in the mines using decision tree and clustering". Paper presented in 1st Iranian Student Conference on Information Technology, 2010, 2010.
Journal article	Niknafs, A.A.; Baghche Ba, H.. "Improved Win-Win Quiescent Point Algorithm: A Recommender System Approach". Journal of Applied Sciences 10 23 (2010): 3084-3090. http://dx.doi.org/10.3923/jas.2010.3084.3090. 10.3923/jas.2010.3084.3090

Activities

Event organisation

	Event name Type of event (Role)	Institution / Organization
2018/11/01 - 2019/03/06	Scientific Committee (2019/03/06 - 2019/03/06) Conference (Member of the Scientific Committee)

Distinctions

Award

2010	Best Researcher Graduate University of Advanced Technology, Iran
2010	Top Student of Master Degree Graduate University of Advanced Technology, Iran
2008	Top Student of Bachelor Degree Islamic Azad University Shiraz, Iran