Publications
Selected Publications
Shopon, M., Bari, A. H., & Gavrilova, M. L. (2021). Residual connection-based graph convolutional neural networks for gait recognition. The Visual Computer, 37, 2713-2724. (Best Research Poster Award) (Paper Link)
Lin, Y. H., Tang, C. H., Chen, Z. T., Hsu, G. S. J., Shopon, M., & Gavrilova, M. (2021). Age-Style and Alignment Augmentation for Facial Age Estimation. In Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II 19 (pp. 297-307). Springer International Publishing. (Runner-up, International Deep Learning Biometric Competition) (Paper Link)
Bari, A. H., & Gavrilova, M. (2018). Deep Learning for Postural Classification in Physiotherapy. 19th International Conference, AI and Medicine at the university-wide AI Day. (Best Poster Award)
Ahmadian, K., & Gavrilova, M. L. (2011, October). A novel multi-modal biometric architecture for high-dimensional features. In 2011 International Conference on Cyberworlds (pp. 9-16). IEEE. (Best Paper Award) (Paper Link)
Selected Publications
Sudhakar, T., & Gavrilova, M. (2019, October). Multi-instance cancelable biometric system using convolutional neural network. In 2019 International Conference on Cyberworlds (CW) (pp. 287-294). IEEE. (Best Poster Awar) (Paper Link)
Selected Publications
Finnigan, K. D. C., Anzum, F., Rokne, J., & Gavrilova, M. L. (2022, December). Weighted Lexicon-based Sentiment Analysis for Women Career Traits in Information Technology. In 2022 IEEE 21st International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 91-98). IEEE. (Best Paper Award) (Paper Link)
Sultana, M., Paul, P. P., & Gavrilova, M. (2017, October). Authorship recognition of tweets: A comparison between social behavior and linguistic profiles. In 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 471-476). IEEE. (Best Student Paper Award SMC 2017) (Paper Link)
Paul, P. P., Sultana, M., Matei, S. A., & Gavrilova, M. L. (2015, October). Editing Behavior to Recognize Authors of Crowdsourced Content. In SMC (pp. 1676-1681). (Merit Paper Award) (Paper Link)
Paul, P. P., & Gavrilova, M. (2012, August). Multimodal cancelable biometrics. In 2012 IEEE 11th international conference on cognitive informatics and cognitive computing (pp. 43-49). IEEE. (Best Paper Award) (Paper Link)
Selected Publications
F. Anzum, A.Z. Asha and M. Gavrilova, Biases, Fairness, and Implications of Using AI in Social Media Data Mining, International Conference on Cyberworlds, IEEE, pp 251-254, October 2022
F. Anzum, A.Z. Asha and M. Gavrilova, Biases, Fairness, and Implications of Using AI in Social Media Data Mining, International Conference on Cyberworlds, IEEE, pp 251-254, October 2022
Selected Publications
Wang, Y., Valipour, M., Zatarain, O. D., Gavrilova, M. L., Hussain, A., Howard, N., & Patel, S. (2017, July). Formal ontology generation by deep machine learning. In 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC) (pp. 6-15). IEEE. (Best Paper Award) (Paper Link)
Sherstyuk, A., Treskunov, A., & Gavrilova, M. (2012, March). Predator-prey vision metaphor for multi-tasking virtual environments. In 2012 IEEE Symposium on 3D User Interfaces (3DUI) (pp. 81-84). IEEE. (Best Paper Award) (Paper Link)
Tian, Y., Wang, Y., Gavrilova, M. L., & Ruhe, G. (2011, August). A formal knowledge representation system for the cognitive learning engine. In IEEE 10th International Conference on Cognitive Informatics and Cognitive Computing (ICCI-CC'11) (pp. 23-32). IEEE. (Best Paper Award) (Paper Link)
Nayyar S, Gavrilova M, "Exploring Potential of Spatial-Temporal Data in Healthcare" Paper , CGS Proceedings, 1-4 Canadian Geomatics Conference, GSN Showcase (Best Paper Award)
Books
Refereed Book Chapters
M. Gavrilova, Invited Foreword, in Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery book, Editors: B. Kovalerchuk, K. Nazemi, R. Andonie, N. Datia, and E. Banissi, by invitation from book series Studies on Computational Intelligence, Springer, vol 1014, pp v-vi, 2022
M. Gavrilova, F. Anzum, H. Bari, Y. Bhatia, F. Iffath, Q. Ohi, M. Shopon, Z. Wahid, A multifaceted role of biometrics in online security, privacy, and trustworthy decision making, in Breakthroughs in Digital Biometrics and Forensics book, pp 303-324, Springer, 2022
M. Gavrilova, I. Luchak, T. Sudhakar, S. Tumpa, Artificial Intelligence in Biometrics: Uncovering Intricacies of Human Body and Mind, in Advances in Selected Artificial Intelligence, subtitle: World Outstanding Women in Artificial Intelligence, by invitation, book featuring research of most prominent women in artificial intelligence in the world, G. Tsihrintzis (Ed), Springer, Ch 7, pp. 123-169, 2022
M. Shopon, H. Bari, Y. Bhatia, P.K. Narayanaswamy, S. Tumpa, B. Sieu, and M. Gavrilova, Biometric System De-Identification: Concepts, Applications, and Open Problems, in Handbook of Artificial Intelligence in Healthcare, Vol. 212, Ch 17, Chee-Peng Lim et. Al. Eds, Springer, 393-422, 2021
S. Dykstra, J. White, M. Gavrilova, New Insights on Implementing and Evaluating Artificial Intelligence in Cardiovascular Care, in Handbook of Artificial Intelligence in Healthcare, Springer, vol 212, Ch 17, pp 425-456, 2021
M. Gavrilova, F. Ahmed, H. Bari, R. Liu, T. Liu, Y. Maret, B. Sieu, and T. Sudhakar, Multi-modal Motion Capture Based Biometric Systems for Emergency Response and Patient Rehabilitation, by invitation, in Research Anthology on Rehabilitation Practices and Therapy, Ch 32, 653-678, IGI Global, 2021
M. Gavrilova, Decoding Intricacies of Human Nature from Social Network Communications, in Script-based Semantics: Foundations and Applications, by invitation to Essays in Honor of Victor Raskin, 269-277, De Gruyter, 2020
K. Bauer, L. Behjat, J. Brown, M. Gavrilova, J. Hayley, E. Marasco First Wave, Second Wave, Third Wave: Women in Science, Technology, Engineering and Mathematics, in Women Negotiating Life in the Academy: A Canadian Perspective by invitation to an auto-biographic book featuring prominent Canadian women, 101-115, Springer, 2020
S. Tumpa, M. Sultana, P. Kumar, S. Yanushkevich, Orly Y-P, J. Hsu and M. Gavrilova, Social Behavioral Biometrics in Smart Societies, in Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies, by invitation, Muhammad Sarfraz Ed, 1-24, IGI Global, 2020
S. Tumpa, A. Gavrilov, O.Z. Duran, F. Tuz Zohra and M. Gavrilova Quality Estimation for Facial Biometrics, Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence, 298-320, IGI Global, 2020
Y. Wang, B. Widrow, Lotfi A. Zadeh, N. Howard, S. Wood, V.C. Bhavsar, G. Budin, C. Chan, R. Fiorini, M. Gavrilova, D.F. Shell Cognitive Intelligence: Deep Learning, Thinking, and Reasoning by Brain-Inspired System, in Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications, Ch 84, 1500-1523, IGI Global, 2019
M. Gavrilova, F. Ahmed, H. Bari, R. Liu, T. Liu, Y. Maret, B. Sieu, and T. Sudhakar, Multi-modal Motion Capture Based Biometric Systems for Emergency Response and Patient Rehabilitation, in Handbook of Research on Healthcare Biometrics, Editor: Prof. Dakshina Ranjan Kisku, Ch 7, 160-184, IGI Global, 2018
M. Gavrilova, F. Ahmed, S. Azam, P. Paul, M. Sultana, W. Rahman, F. T. Zohra, Emerging Trends in Security System Design using the Concept of Social Behavioral Biometrics, in Information Fusion for Cyber-Security Analytics, Studies on Computational Intelligence, Ch 10, Vol. 691, 229-252, Izzat M Alsmadi et al. (Eds), Springer, 2017
F. Ahmed and M. Gavrilova, Biometric-Based User Authentication and Activity Level Detection in a Collaborative Environment, by invitation, in Transparency in Social Media, S. A. Matei et.al. Eds., Springer, 165-180, 2015
P.P. Paul, M. Gavrilova and R. Alhajj, Social Network Analysis for Biometric Template Protection, by invitation, in Applications of Social Media and Social Network Analysis, Lecture Notes on Social Networks, 217-233, Springer, 2015
M. Sultana, P.P. Paul, and M. Gavrilova, Online User Interaction Traits in Web-based Social Biometrics, in Computer Vision, Image Processing, Intelligent Systems Multimedia Technologies, 177-190, IGI Global, 2014
P. Bhattacharia and M. Gavrilova, A Survey of Landmark Recognition Using the Bag-of-Words Framework, in Intelligent Computer Graphics, D. Plemenos, and G. Miaoulis (Eds), 243-263, Springer, 2013
M. Gavrilova, Adaptive Algorithms for Intelligent Geometric Computing, in Machine Learning for Biometrics, Albert Ali Salah (Ed.), Netherlands, Ch 9, 97-104, IGI Global, 2012
K. Ahmadian and M. Gavrilova, Chaotic Neural Network and Multidimensional Data Analysis in Biometric Applications, in book Biometrics and Kansei Engineering, by invitation, K. Saeed Eds, Ch 8, Vol XII, 153-173, Springer, 2012
M. L. Gavrilova, Adaptive Computation Paradigm in Knowledge Representation: Traditional and Emerging Applications, in Software and Intelligent Sciences: New Transdisciplinary Findings, 142-156, IGI Global, 2012
M. Gavrilova and M. Monwar, Pattern Recognition and Biometric Fusion, in Pattern Recognition, Machine Intelligence and Biometrics, book dedicated to the memory of the late Prof. King-Sun Fu, by invitation, Patrick Wang (Ed), 657-674, Springer, 2011
A. Sherstyuk and M. Gavrilova, Virtual Roommates: Sampling and Reconstructing Presence in Multiple Shared Spaces, in Handbook of Augmented Reality, 211-230, Springer, 2011
A. Anikeenko, M. Gavrilova and N. Medvedev, Shapes of Delaunay Simplexes and Structural Analysis of Hard Sphere Packings, in Generalized Voronoi Diagram: A Geometry-Based Approach to Computational Intelligence, in Book Series: Studies in Computational Intelligence, Ch 2, Vol 158, 13-46, Springer, 2009
R. Apu and M. Gavrilova, Efficient Swarm Neighborhood Management using the Layered Delaunay Triangulation, in Generalized Voronoi Diagram: A Geometry-Based Approach to Computational Intelligence, Book Series: Studies in Computational Intelligence, Ch 5, Vol 158, 109-130, Springer, 2009
P. Bhattacharya and M. Gavrilova, Density-Based Clustering Based on Topological Properties of the Data Set, in Generalized Voronoi Diagram: A Geometry-Based Approach to Computational Intelligence, Book Series: Studies in Computational Intelligence, M. Gavrilova Ed., Ch 8, 158, 197-214, Springer, 2009
S. Bereg, M. Gavrilova and Y. Zhang, Robust Point-Location in generalized Voronoi Diagrams, in Generalized Voronoi Diagram: A Geometry-Based Approach to Computational Intelligence, Book Series: Studies in Computational Intelligence, M. Gavrilova Ed., Ch 13, Vol 158, 285-300, Springer, 2009
M. Monwar and M. Gavrilova, A Robust Authentication System using Multiple Biometrics, by invitation, in Computer and Information Sciences, Book Series: Studies in Computational Intelligence, Lee, R., Kim, H.-K. (Eds.), Vol 131, 189-201, Springer, 2008
M. L. Gavrilova Computational Geometry and Image Processing in Biometrics: on the Path to Convergence, in book Image Pattern Recognition: Synthesis and Analysis in Biometrics, Ch. 4, 103-133, World Scientific, 2007
A. Wang, Y. Luo, M. Gavrilova and J. Rokne, Fingerprint Image Matching Using a Hierarchical Approach, in book Computational Intelligence in Information Assurance and Security, Springer SCI Series, 175-198, 2007
S. Bertazzon and M. Gavrilova, Book Chapter, Multivariate Spatial Analysis in Epidemiology: An Integrated Approach to Human Health and the Environment, in GIS for Sustainable Development, M. Campagna Ed., Ch 14, 223-247, 2005
Y. Luo, M. Gavrilova, M. Costa-Sousa, Y. Pivovarov and S. Yanushkevish, Morphing Facial Expressions from Artistic Drawings, in Advanced in Computational Methods in Sciences and Engineering, Lecture Series on Computer and Computational Sciences, Vol 4, 1507-1511, Brill Academic Publishers, Netherlands, 2005
