Dr. Vijay Mago

Supervisor
Professor


 807-343-8310
 AT5023 Lakehead University 955 Oliver Rd Thunder Bay ON P7B 5E1
     



Biography

Required...


DataLab.Science


Journal Articles



 

Eugene Belyi, Philippe J Giabbanelli, Indravadan Patel, Naga Harish Balabhadrapathruni, Aymen Ben Abdallah, Wedyan Hameed, Vijay K Mago. (2016). Combining association rule mining and network analysis for pharmacosurveillance. The Journal of Supercomputing. 72(5): 2014-2034.

  Link


 

Vijay K. Mago, Richard Frank, Andrew Reid, and Vahid Dabbaghian. (2014). The strongest does not attract all but it does attract the most-evaluating the criminal attractiveness of shopping malls using fuzzy logic. Expert systems. 31(2): 121-135.

  Link


 

Vijay K Mago, Hilary K Morden, Charles Fritz, Tiankuang Wu, Sara Namazi1, Parastoo Geranmayeh, Rakhi Chattopadhyay and Vahid Dabbaghian. (2013). Analyzing the impact of social factors on homelessness: a Fuzzy Cognitive Map approach. BMC Medical Informatics and Decision Making. 13(1): 94.

  Link


 

Vijay K. Mago, Laurens Bakker, Elpiniki I. Papageorgiou, Azadeh Alimadad, Peter Borwein, Vahid Dabbaghian. (2012). Fuzzy cognitive maps and cellular automata: An evolutionary approach for social systems modelling. Applied Soft Computing. 12(12): 3771-3784.

  Link


 

Vijay K Mago, Ravinder Mehta, Ryan Woolrych and Elpiniki I Papageorgiou. (2012). Supporting meningitis diagnosis amongst infants and children through the use of fuzzy cognitive mapping. BMC Medical Informatics and Decision Making. 12(1): 98.

  Link


 

Philippe J. Giabbanellia, Thomas Torsney-Weira, Vijay Kumar Mago. (2012). A fuzzy cognitive map of the psychosocial determinants of obesity. Applied Soft Computing. 12(12): 3711-3724.

  Link


 

Vijay Kumar Mago, Nitin Bhatia, Ajay Bhatia, Anjali Mago. (2012). Clinical decision support system for dental treatment. Journal of Computational Science. 3(5): 254-261.

  Link


 

Vahid Dabbaghian, Vijay K Mago, Tiankuang Wu, Charles Fritz and Azadeh Alimadad. (2012). Social interactions of eating behaviour among high school students: a cellular automata approach. BMC Medical Research Methodology. 12(1): 155.

  Link


 

K. Jeet, V.K. Mago, B. Prasad, R.S. Minhas. (2011). An Influence Diagram Based Approach for Estimating Staff Training in Software Industry. Journal of Intelligent Systems. 18(4): 267-284.

  Link


 

Janda, Harneet Kaur, Atish Pawar, Shan Du, and Vijay Mago. "Syntactic, Semantic and Sentiment Analysis: The Joint Effect on Automated Essay Evaluation." IEEE Access 7 (2019): 108486-108503

  Link


 

Heppner, Andrew, Atish Pawar, Daniel Kivi, and Vijay Mago. "Automating articulation: Applying natural language processing to post-secondary credit transfer." IEEE Access 7 (2019): 48295-48306

  Link


 

Pawar, Atish, and Vijay Mago. "Challenging the boundaries of unsupervised learning for semantic similarity." IEEE Access 7 (2019): 16291-16308.

  Link


 

Robinson, Kyle, and Vijay Mago. "Birds of prey: identifying lexical irregularities in spam on Twitter." Wireless Networks (2018): 1-8.

  Link


 

Shah, N., Willick, D., & Mago, V. (2018). A framework for social media data analytics using Elasticsearch and Kibana. Wireless Networks, 1-9.

  Link



Journal Issues



 

Mago VK, Giabbanelli PJ. (2016). Special Issue on Intelligent Healthcare Systems. Journal of Intelligent Systems. : 84.

  Link



Books



 

Vahid Dabbaghian, Vijay Kumar Mago. (2014). Theories and Simulations of Complex Social Systems. (52): 204.

  Link


 

VK Mago, V Dabbaghian. (2014). Computational Models of Complex Systems. (53): 196.

  Link


 

Chengjun Liu, Vijay Kumar Mago. (2012). Cross Disciplinary Biometric Systems. : 225.

  Link


 

Vijay K Mago and Nitin Bhatia. (2011). Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies: Advancing Technologies. : 673.

  Link


 

Giabbanelli, Philippe J., Vijay K. Mago, and Elpiniki I. Papageorgiou. Advanced data analytics in health. Springer, 2018.

  Link



Book Chapters



 

Vijay Kumar Mago, Ryan Woolrych, Stephen N Robinovitch, Andrew Sixsmith. (2014). Determining the 'Fault Zone' of Fall Events in Long Term Care. Vijay Kumar Mago and Vahid Dabbaghian. Computational Models of Complex Systems. : 59-73.

  Link


 

Vijay Kumar Mago, Elpiniki I. Papageorgiou, Anjali Mago. (2014). Employing Fuzzy Cognitive Map for Periodontal Disease Assessment. Elpiniki I. Papageorgiou. Fuzzy Cognitive Maps for Applied Sciences and Engineering. : 375-389.

  Link


 

Hilary K Morden, Vijay K Mago, Ruby Deol, Sara Namazi, Suzanne Wuolle, Vahid Dabbaghian. (2014). Youth Gang Formation: Basic Instinct or Something Else?. Vahid Dabbaghian and Vijay Kumar Mago. Theories and Simulations of Complex Social Systems. : 161-177.

  Link


 

Vijay Kumar Mago, Anjali Mago, Poonam Sharma, Jagmohan Mago. (2011). Fuzzy Logic Based Expert System for the Treatment of Mobile Tooth. Hamid Arabnia Quoc-Nam Tran. Software Tools and Algorithms for Biological Systems. : 607-614.

  Link



Reports



 

Steven Rossi, Eric Joel, Katherine Drasic and Rupananda Widanage. (2012). Modelling the social- ecological sustainability of Fraser River sockeye salmon fisheries. 18. Simon Fraser University Contribution Percentage: 11-20

  Link



Conference Publications



 

Dikopoulou, Z., Papageorgiou, E., Mago, V., & Vanhoof, K. (2017, July). A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data. In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp. 1-6). IEEE.

  Link


 

Using computer simulation modeling to address homelessness: A project based on fuzzy cognitive maps and cellular automata. The 2nd Annual Canadian Homelessness Data Sharing. Calgary.

  Link


 

Mago, V., Wu, T., & Dabbaghian, V. (2017, March). A fuzzy clustering method based on topology structure and ɛ-connectedness. In SoutheastCon 2017 (pp. 1-8). IEEE.

  Link


 

Patel, I., Nguyen, H., Belyi, E., Getahun, Y., Abdulkareem, S., Giabbanelli, P. J., & Mago, V. (2017, March). Modeling information spread in polarized communities: Transitioning from legacy media to a facebook world. In SoutheastCon 2017 (pp. 1-8). IEEE.

  Link


 

Liu, Q., Kumar, S., & Mago, V. (2017, January). Safernet: Safe transportation routing in the era of internet of vehicles and mobile crowd sensing. In 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC) (pp. 299-304). IEEE.

  Link


 

Finding Trend Setters in Yelp Data. IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) (1-7). IEEE

  Link


 

Building a Cardiovascular Disease Predictive Model using Structural Equation Model and Fuzzy Cognitive Map. IEEE International Conference on Fuzzy Systems ( FUZZ-IEEE) (1-6). IEEE

  Link


 

Teaching Computational Modeling in the Data Science Era. International Conference on Computational Science, 2016 (1968-1977). ACM

  Link


 

A Novel Agent Based Method for Intelligent Public Transportation System. 1st International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics (85-93). ACM

  Link


 

Gradient: A User-Centric Lightweight Smartphone-Based Standalone Pervasive Fall Detection System. EPIA: Portuguese Conference on Artificial Intelligence (0-12). Springer

  Link


 

A Multi-Agent Based System for Route Planning. HCI International 2015 (500-512). Springer Paper

  Link


 

Exploring the Relationship between Adherence to Treatment and Viral Load through a New Discrete Simulation Model of HIV Infectivity. Proceedings of the 3rd ACM Conference on SIGSIM-Principles of Advanced Discrete Simulation (145-156). ACM

  Link


 

A comprehensive model of spread of malaria in humans and mosquitos. IEEE SoutheastCon - 2015 (1-6). IEEE

  Link


 

Use of soft computing techniques in medical decision making: A survey. International Conference on Advances in Computing, Communications and Informatics (ICACCI, 2014) (1131-1137). IEEE

  Link


 

Rebel with many causes: A computational model of insurgency. IEEE International Conference on Intelligence and Security Informatics (ISI), 2012 (90-95). IEEE

  Link


 

Reddy, Thrishma, Philippe J. Giabbanelli, and Vijay K. Mago. "The artificial facilitator: guiding participants in developing causal maps using voice-activated technologies." In International Conference on Human-Computer Interaction, pp. 111-129. Springer, Cham, 2019.

  Link


 

Sandhu, Mannila, Philippe J. Giabbanelli, and Vijay K. Mago. "From social media to expert reports: The impact of source selection on automatically validating complex conceptual models of obesity." In International Conference on Human-Computer Interaction, pp. 434-452. Springer, Cham, 2019.

  Link


 

Gupta, Yashi, Suman Kumar, and Vijay Mago. "Pregnancy Health Monitoring System based on Biosignal Analysis." In 2019 42nd International Conference on Telecommunications and Signal Processing (TSP), pp. 664-667. IEEE, 2019.

  Link


 

Kumar, Suman, Yashi Gupta, and Vijay Mago. "Health-monitoring of pregnant women: Design requirements, and proposed reference architecture." In 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 1-6. IEEE, 2019.

  Link


 

Budhiraja, Sahib Singh, and Vijay Mago. "Extracting learning outcomes using machine learning and white space analysis." In Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, pp. 7-12. ACM, 2018.

  Link


 

G. Rao, V. Mago, D. W. Savage and R. Beyer, "Identifying and Allocating Resources during Out of Hospital Cardiac Arrest," 2019 International Conference on Internet of Things (iThings), Atlanta, GA, USA, 2019, pp. 959-966. doi: 10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00169



 

Praznik, L., Srivastava, G., Mendhe, C., & Mago, V. (2019). Vertex-Weighted Measures for Link Prediction in Hashtag Graphs.

  Link

Current Projects