Hossein Mohammadhassanzadeh

PhD | hassanzadeh@dal.ca


ABOUT

I am a recent PhD graduate in Computer Science from Dalhousie University and open to new opportunities. I graduated with a MSc. in Information Technology Engineering (eCommerce) from Amirkabri University of Technology (Tehran Polythechnic) in 2013.

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RESEARCH INTEREST

My present research interest is at the intersection of Artificial Intelligence, Data Analytics, Logic, and the Semantic Web with applications in healthcare and finance.

As my PhD thesis, I developed a SEmantics-based Data ANalytics (SeDan) framework implementing plausible reasoning over knowledge graphs. Our framework provides an exploratory approach to ‘Big’ data analytics deriving meaningful insights by turning collected data into actionable knowledge.

Recently, I was also involved in a Natural Language Processing research project, a subject which has always been an interest of mine. Prior to this, I have worked in and am still passionate about Data Mining, Trust and Reputation Mechanisms, Social Network Analysis, and Financial Engineering.

Thank you for stopping by! If you want to know more about my previous and present work and experience please scroll down or do not hesitate to drop an email to hassanzadeh@dal.ca


EDUCATION

Doctor of Philosophy (PhD), Computer Science
Dalhousie University, Halifax, Canada
Dissertation: “Plausible Reasoning over Knowledge Graphs: A Novel Approach for Semantics-Based Health Data Analytics”

Sep. 2013 - Mar. 2019

Master of Science (MSc), Information Technology Engineering
Amirkabir University of Technology (Polytechnic), Tehran, Iran
Dissertation: “Context-based Trust Inference in Social Networks Using Data Mining Techniques”

2010 - 2013

Bachelor of Science (BSc), Information Technology Engineering
University of Isfahan, Isfahan, Iran
Senior Project: “Implementation of an e-Auction website”

2005-2010




WORK

Researcher and Mobile Application Developer
NICHE Research Group, Faculty of Computer Science, Dalhousie University
• Conducted inter-disciplinary research on artificial intelligence, data analytics and healthcare
• Investigated the application of plausible reasoning to infer new knowledge from big data
• Designed a semantics-based reasoning engine for intelligent extraction of knowledge
• Developed a novel semantics-based data analytics framework deriving actionable insights from knowledge graphs
• Developed a cross-platform mobile application (IMPACT-AF project)

Sep. 2013 - Mar. 2019

Data Scientist
College of Pharmacy, Dalhousie University
• Studied how the media present pharmacoepidemiological research
• Examined the media uptake of a CNODES study on drug safety
• Developed NLP techniques over unstructured text corpus for document clustering analysis
• Developed a framework for automatic analysis of other CNODES studies using Python

Jun. 2016 – Apr. 2018

Data and IT Analyst, Financial System Designer
COMPUCO Inter Swiss Affiliation Company, Tehran, Iran
• Developed data ETL and BI dashboard for the Iranian banking industry
    Including data gathering, warehousing and visualization
• Performed statistical analysis of financial data to develop a risk management system for banking industry
    Including: credit risk, liquidity risk, currency/stock market risk
• Provided IT solutions for the operational challenges and management of big financial data
• Provided advice on the development/implementation of data policies, standards and models
• Achieved extensive expertise in database design and management, and data analysis

Feb. 2012 – Sep. 2013

Database Designer and Developer
Shahlai Industrial Group, Tehran, Iran
• Developed a data management system on distributed data
    Including backup/restore, data replication between office and plants
• Analyzed, designed, and developed industrial automation and ERP systems
• Broadened proficiency in software development
    Including SQL Server, C#, and ADO.NET, and software design

Jul. 2010 - Apr. 2011




TEACHING EXPERINCES

Instructor
Rowe School of Business, Dalhousie University, Halifax, Canada
• Core Business Applications: Introduction to Computers (Fall 2018)

Computer Engineering Department, Abrar University, Tehran, Iran
• Information Security (Winter 2013, Summer 2013)

Teaching Assistant / Marker
Faculty of Computer Science, Dalhousie University, Halifax, Canada
• Data Structures & Algorithms (Winter 2019)
• Introduction to Experimental Robotics (Fall 2016, Fall 2017)
• Introduction to Web Site Creation (Winter 2016)
• Introduction to Experimental Robotics (Winter 2016)
• Advanced Database Systems (Summer 2016)

Rowe School of Business, Dalhousie University, Halifax, Canada
• Core Business Applications: Introduction to Computers (Fall 2016, Fall 2017 & Winter 2019)

Faculty of Computer Engineering and IT, Amirkabir University of Technology, Tehran, Iran
• Information Security (Fall 2012)
• e-Commerce Systems Engineering (Fall 2011)




PUBLICATION

Conference Papers
• H. Mohammadhassanzadeh, S.R. Abidi, W. Van Woensel, S.S.R. Abidi, “Investigating Plausible Reasoning over Knowledge Graphs for Semantics-based Health Data Analytics”, Data Exploration in the Web 3.0 Age (DEW) conference track at 27th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE’18), IEEE, Paris, France, June 27-29, 2018
(Forthcoming)

• H. Mohammadhassanzadeh, S.R. Abidi, MS. Shah, M. Karamollahi, S.S.R. Abidi, “SeDAn: a Plausible Reasoning Approach for Semantics-based Data Analytics in Healthcare”, Workshop on Artificial Intelligence with Application in Health (WAIAH 2017), co-located with the AI*IA 2017, Bari, Italy, November 14-17, 2017.

• H. Mohammadhassanzadeh, SA. Stewart, R. Traynor, S. Alexander, IS. Sketris, “Using Natural Language Processing to examine the media uptake of a study on isotretinoin safety”, 33rd International Conference on Pharmacoepidemiology & Therapeutic Risk Management (ICPE'17) , Montreal, Canada, August 26 - 30, 2017.
Pharmacoepidemiology and Drug Safety journal: http://onlinelibrary.wiley.com/doi/10.1002/pds.4275/full

• H. Mohammadhassanzadeh, W. Van Woensel, S.R. Abidi, S.S.R. Abidi, “A Semantic Web-based Approach to Plausible Reasoning for Improving Clinical Knowledge Engineering”, IEEE International Conference on Biomedical and Health Informatics (BHI'16), Las Vegas, USA, February 24 - 27, 2016.

• W. Van Woensel, H. Mohammadhassanzadeh, S.R. Abidi, S.S.R. Abidi, “Multi-Strategy Semantic Web Reasoning for Medical Knowledge Bases”, Proc. of Int. Workshop on Biomedical Data Mining, Modeling, and Semantic Integration (BDM2I), Bethlehem, USA, October 11, 2015

• M. Farahikia, H. Mohammadhassanzadeh, “Application of Fuzzy Logistic Regression in Forecasting Stock Market Index”, 3rd Conference on Financial Mathematics, Semnan, 2013 (In Persian)

•H. Mohammadhassanzadeh, M. Farahikia, A. Esfahanipour, “An Empirical Study of Predictability of Stock Index Movement in Tehran Stock Exchange with Machine Learning Techniques”, 9th International Industrial Engineering Conference, Tehran, Iran, 2013 (In Persian)

• H. Mohammadhassanzadeh, H.R. Shahriari, “Using User Similarity to Infer Trust Values in Social Networks Regardless of Direct Ratings” , 9th International ISC Conference on Information Security and Cryptology (ISCISC `12), Tabriz, 2012

Journal Papers
• H. Mohammadhassanzadeh, W. Van Woensel, S.R. Abidi, and S.S.R. Abidi, “Semantics-based plausible reasoning to extend the knowledge coverage of medical knowledge bases for improved clinical decision support” , BioData Mining, vol. 10, no. 1, p. 7, 2017.
BioData Mining journal: http://doi.org/10.1186/s13040-017-0123-y

• H. Mohammadhassanzadeh, H.R. Shahriari, “Prediction of User's Trustworthiness in Social Networks via Text Mining” , The ISC International Journal of Information Security, Vol. 5, Issue 2, 2014




HONORS AND LEADERSHIP

Nova Scotia Research and Innovation Graduate Scholarship
Dalhousie University, Halifax, Canada

Sept. 2017 - present

CNODES Atlantic Site Trainee
Canadian Network for Observational Drug Effect Studies (CNODES)

Jun. 2016 – present

Grants Committee Member
Dalhousie Computer Science Graduate Society (CSGS)

Nov. 2016 - Present

Post-Graduate Full Scholarship
Dalhousie University, Halifax, Canada

Sept. 2013 - Aug. 2017

Treasurer
Dalhousie Computer Science Graduate Society (CSGS)

Apr. 2016 - Nov. 2016

Member at Large
Dalhousie Computer Science Graduate Society (CSGS)

Jun. 2014 - Mar. 2016

DCSI’15 Conference Organizing Committee Member
Dalhousie University

Sept. 2015

Partial Thesis Support Scholarship
Research Institute for Information and Communication Technology (ITRC), Iran

2010 - 2011

Scientific Society of IT Engineering Member
University of Isfahan, Isfahan, Iran

2007 - 2009


CONTACT

Email
hassanzadeh@dal.ca

Address
Second Floor, Goldberg Computer Science Building
6050 University Avenue
Dalhousie University
Halifax, NS. Canad, B3H 1W5

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