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5,413 results on '"GAVRILOVA, MARINA"'

1. Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems

Author

Dehghani, Farzaneh, Dibaji, Mahsa, Anzum, Fahim, Dey, Lily, Basdemir, Alican, Bayat, Sayeh, Boucher, Jean-Christophe, Drew, Steve, Eaton, Sarah Elaine, Frayne, Richard, Ginde, Gouri, Harris, Ashley, Ioannou, Yani, Lebel, Catherine, Lysack, John, Arzuaga, Leslie Salgado, Stanley, Emma, Souza, Roberto, Souza, Ronnie, Wells, Lana, Williamson, Tyler, Wilms, Matthias, Wahid, Zaman, Ungrin, Mark, Gavrilova, Marina, and Bento, Mariana

Subjects
Computer Science - Artificial Intelligence
Abstract

Artificial Intelligence (AI) has paved the way for revolutionary decision-making processes, which if harnessed appropriately, can contribute to advancements in various sectors, from healthcare to economics. However, its black box nature presents significant ethical challenges related to bias and transparency. AI applications are hugely impacted by biases, presenting inconsistent and unreliable findings, leading to significant costs and consequences, highlighting and perpetuating inequalities and unequal access to resources. Hence, developing safe, reliable, ethical, and Trustworthy AI systems is essential. Our team of researchers working with Trustworthy and Responsible AI, part of the Transdisciplinary Scholarship Initiative within the University of Calgary, conducts research on Trustworthy and Responsible AI, including fairness, bias mitigation, reproducibility, generalization, interpretability, and authenticity. In this paper, we review and discuss the intricacies of AI biases, definitions, methods of detection and mitigation, and metrics for evaluating bias. We also discuss open challenges with regard to the trustworthiness and widespread application of AI across diverse domains of human-centric decision making, as well as guidelines to foster Responsible and Trustworthy AI models., Comment: 45 pages, 2 figures

Published
2024

3. Attention to Emotions: Body Emotion Recognition In-the-Wild Using Self-attention Transformer Network

Author

Paiva, Pedro V. V., Ramos, Josué J. G., Gavrilova, Marina, Carvalho, Marco A. G., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, de Sousa, A. Augusto, editor, Bashford-Rogers, Thomas, editor, Paljic, Alexis, editor, Ziat, Mounia, editor, Hurter, Christophe, editor, Purchase, Helen, editor, Radeva, Petia, editor, Farinella, Giovanni Maria, editor, and Bouatouch, Kadi, editor

Published
2024
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5. I Got Your Emotion: Emotion Preserving Face De-identification Using Injection-Based Generative Adversarial Networks

Author

Shopon, Md, Gavrilova, Marina L., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Bebis, George, editor, Ghiasi, Golnaz, editor, Fang, Yi, editor, Sharf, Andrei, editor, Dong, Yue, editor, Weaver, Chris, editor, Leo, Zhicheng, editor, LaViola Jr., Joseph J., editor, and Kohli, Luv, editor

Published
2023
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6. A Novel Self-supervised Representation Learning Model for an Open-Set Speaker Recognition

Author

Ohi, Abu Quwsar, Gavrilova, Marina L., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Saeed, Khalid, editor, Dvorský, Jiří, editor, Nishiuchi, Nobuyuki, editor, and Fukumoto, Makoto, editor

Published
2023
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8. Gait Emotion Recognition Using a Bi-modal Deep Neural Network

Author

Bhatia, Yajurv, Bari, A. S. M. Hossain, Gavrilova, Marina, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Bebis, George, editor, Li, Bo, editor, Yao, Angela, editor, Liu, Yang, editor, Duan, Ye, editor, Lau, Manfred, editor, Khadka, Rajiv, editor, Crisan, Ana, editor, and Chang, Remco, editor

Published
2022
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10. Transformation of Modern University Under Conditions of Global Challenges and Changes of Professional Environment

Author

Gavrilova, Marina V., Rassanova, Olga E., Danilova, Natalia V., Khabazina, Lubov N., Shmeleva, Dina A., Pisello, Anna Laura, Editorial Board Member, Hawkes, Dean, Editorial Board Member, Bougdah, Hocine, Editorial Board Member, Rosso, Federica, Editorial Board Member, Abdalla, Hassan, Editorial Board Member, Boemi, Sofia-Natalia, Editorial Board Member, Mohareb, Nabil, Editorial Board Member, Mesbah Elkaffas, Saleh, Editorial Board Member, Bozonnet, Emmanuel, Editorial Board Member, Pignatta, Gloria, Editorial Board Member, Mahgoub, Yasser, Editorial Board Member, De Bonis, Luciano, Editorial Board Member, Kostopoulou, Stella, Editorial Board Member, Pradhan, Biswajeet, Editorial Board Member, Abdul Mannan, Md., Editorial Board Member, Alalouch, Chaham, Editorial Board Member, O. Gawad, Iman, Editorial Board Member, Nayyar, Anand, Editorial Board Member, Amer, Mourad, Series Editor, and Popkova, Elena G., editor

Published
2022
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12. Modern Approaches Towards Improvement of the Mechanism of State Regional Administration

Author

Gavrilova, Marina V., Rassanova, Olga E., Danilova, Natalia V., Zyraeva, Natalia P., Agafonova, Svetlana N., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Bogoviz, Aleksei V., editor, Suglobov, Alexander E., editor, Maloletko, Alexander N., editor, and Kaurova, Olga V., editor

Published
2022
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13. Experience in Implementing International Cooperation in the Field of Drip Irrigation Modelling in Conditions of Water Scarcity

Author

Philippov, Vladimir P., Gavrilova, Marina V., Alekseev, Viktor V., Rechnov, Alexey V., Mirzoev, Mirasil M., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Bogoviz, Aleksei V., editor, Suglobov, Alexander E., editor, Maloletko, Alexander N., editor, and Kaurova, Olga V., editor

Published
2022
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14. Experimental Modeling of Smart City Development Process Based on Smart City Adaptive Concept Model

Author

Gavrilova, Marina V., Alekseev, Viktor V., Alekseev, Vladislav V., Portnov, Mihail S., Egorova, Galina N., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Bogoviz, Aleksei V., editor, Suglobov, Alexander E., editor, Maloletko, Alexander N., editor, and Kaurova, Olga V., editor

Published
2022
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16. Age-Style and Alignment Augmentation for Facial Age Estimation

Author

Lin, Yu-Hong, Tang, Chia-Hao, Chen, Zhi-Ting, Hsu, Gee-Sern Jison, Shopon, Md, Gavrilova, Marina, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Tsapatsoulis, Nicolas, editor, Panayides, Andreas, editor, Theocharides, Theo, editor, Lanitis, Andreas, editor, Pattichis, Constantinos, editor, and Vento, Mario, editor

Published
2021
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18. Assessment of Entrepreneurial Territorial Attractiveness by the Ranking Method

Author

Gavrilova, Marina A., Shepelev, Victor M., Kosyakova, Inessa V., Belikova, Lyudmila F., and Chistik, Olga F.

Abstract

The relevance of the researched problem is caused by existence of differentiation in development of separate regional units (urban districts and municipalities) within the region. The aim of this article is to offer a method, which determines the level of differentiation in development of various components of the region, and also in producing a set of recommendations for local government administration to achieve higher level in development of their territories. The leading approach to the research of this problem is the ranking method of regional units according to cumulative socioeconomic potential and integral risk. The results of the research are: the estimation procedure for entrepreneurial territorial attractiveness is offered and tried out, with the use of municipal formations of the Samara region as an example; the advantages and "bottlenecks" in development of the concrete urban district are educed; specific measures for realization of advantages and (or) elimination of "bottlenecks" are offered. The materials of the research can be useful for developing strategy for improvement of the region by regional public authorities, for leveling-off of social and economic differentiation of separate regional units, and also for developing of scientifically based municipal programs of support and development of entrepreneurship.

Published
2016

19. Multi-layer Perceptron Architecture for Kinect-Based Gait Recognition

Author

Hossain Bari, A. S. M., Gavrilova, Marina L., Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Gavrilova, Marina, editor, Chang, Jian, editor, Thalmann, Nadia Magnenat, editor, Hitzer, Eckhard, editor, and Ishikawa, Hiroshi, editor

Published
2019
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20. Two-Layer Feature Selection Algorithm for Recognizing Human Emotions from 3D Motion Analysis

Author

Ahmed, Ferdous, Gavrilova, Marina L., Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Gavrilova, Marina, editor, Chang, Jian, editor, Thalmann, Nadia Magnenat, editor, Hitzer, Eckhard, editor, and Ishikawa, Hiroshi, editor

Published
2019
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23. Automated Cloud-deployable Pipeline for 3D Cardiac Shape Phenomics FBom 2D Cine Cardiac Magnetic Resonance Imaging

Author

Dykstra, Steven, primary, Marianchuk, Rylan, additional, Labib, Dina, additional, Hasanzadeh, Fereshteh, additional, Farrag, Nadia, additional, Ghosh, Tapotosh, additional, Rivest, Sandra, additional, Flewitt, Jacqueline, additional, Wilton, Stephen B., additional, Alim, Usman, additional, Maleki, Farhad, additional, Greiner, Russell, additional, Gavrilova, Marina, additional, and White, James, additional

Published
2024
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30. Image Quality-Based Illumination-Invariant Face Recognition

Author

Zohra, Fatema Tuz, Gavrilova, Marina, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Gavrilova, Marina L., editor, Tan, C.J. Kenneth, editor, and Sourin, Alexei, editor

Published
2018
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33. Comparison Analysis of Overt and Covert Mental Stimuli of Brain Signal for Person Identification

Author

Rahman, Md Wasiur, Gavrilova, Marina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, L. Gavrilova, Marina, editor, Tan, C.J. Kenneth, editor, and Sourin, Alexei, editor

Published
2017
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34. KINECT Face Recognition Using Occluded Area Localization Method

Author

Zohra, Fatema Tuz, Gavrilova, Marina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, L. Gavrilova, Marina, editor, Tan, C.J. Kenneth, editor, and Sourin, Alexei, editor

Published
2017
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35. Emerging Directions in Virtual Worlds and Biometric Security Research

Author

Gavrilova, Marina L., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, L. Gavrilova, Marina, editor, Tan, C.J. Kenneth, editor, and Sourin, Alexei, editor

Published
2017
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38. A Hybrid Method for Context-Based Gait Recognition Based on Behavioral and Social Traits

Author

Bazazian, Shermin, Gavrilova, Marina, Gavrilova, Marina, Editor-in-chief, Tan, C.J. Kenneth, Editor-in-chief, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gavrilova, Marina L., editor, Saeed, Khalid, editor, Chaki, Nabendu, editor, and Shaikh, Soharab Hossain, editor

Published
2015
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39. Identifying an Emotional State from Body Movements Using Genetic-Based Algorithms

Author

Maret, Yann, Oberson, Daniel, Gavrilova, Marina, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Rutkowski, Leszek, editor, Scherer, Rafał, editor, Korytkowski, Marcin, editor, Pedrycz, Witold, editor, Tadeusiewicz, Ryszard, editor, and Zurada, Jacek M., editor

Published
2018
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40. Problems of Human-Computer Interaction in Cyberworlds

Author

Sourin, Alexei, Earnshaw, Rae, Gavrilova, Marina, Sourina, Olga, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gavrilova, Marina L., editor, Tan, C.J. Kenneth, editor, and Sourin, Alexei, editor

Published
2016
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41. Identifying Users from Online Interactions in Twitter

Author

Sultana, Madeena, Paul, Padma Polash, Gavrilova, Marina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gavrilova, Marina L., editor, Tan, C.J. Kenneth, editor, Iglesias, Andrés, editor, Shinya, Mikio, editor, Galvez, Akemi, editor, and Sourin, Alexei, editor

Published
2016
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46. Cognitive Intelligence

Author

Wang, Yingxu, primary, Widrow, Bernard Carlos, additional, Zadeh, Lotfi A., additional, Howard, Newton, additional, Wood, Sally, additional, Bhavsar, Virendrakumar C., additional, Budin, Gerhard, additional, Chan, Christine W., additional, Fiorini, Rodolfo A., additional, Gavrilova, Marina L., additional, and Shell, Duane F., additional

Published
2020
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48. Social Behavioral Biometrics in Smart Societies

Author

Tumpa, Sanjida Nasreen, primary, Kumar, K. N. Pavan, additional, Sultana, Madeena, additional, Hsu, Gee-Sern Jison, additional, Yadid-Pecht, Orly, additional, Yanushkevich, Svetlana, additional, and Gavrilova, Marina L., additional

Published
2020
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49. Voronoi Diagram of Polygonal Chains under the Discrete Fr\'echet Distance

Author

Bereg, Sergey, Gavrilova, Marina, and Zhu, Binhai

Subjects
Computer Science - Computational Geometry, Computer Science - Computational Complexity, F.2.2, G.2.1
Abstract

Polygonal chains are fundamental objects in many applications like pattern recognition and protein structure alignment. A well-known measure to characterize the similarity of two polygonal chains is the famous Fr\`{e}chet distance. In this paper, for the first time, we consider the Voronoi diagram of polygonal chains in $d$-dimension ($d=2,3$) under the discrete Fr\`{e}chet distance. Given $n$ polygonal chains ${\cal C}$ in $d$-dimension ($d=2,3$), each with at most $k$ vertices, we prove fundamental properties of such a Voronoi diagram {\em VD}$_F({\cal C})$ by presenting the first known upper and lower bounds for {\em VD}$_F({\cal C})$., Comment: 13 pages, 2 figures

Published
2007

50. Constructing Three-Dimensional Models for Surgical Training Simulators

Author

Gavrilova, Marina, Klimenko, Stanislav, Pestrikov, Vladimir, Chernetskiy, Arkadiy, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Siuly, Siuly, editor, Huang, Zhisheng, editor, Aickelin, Uwe, editor, Zhou, Rui, editor, Wang, Hua, editor, Zhang, Yanchun, editor, and Klimenko, Stanislav, editor

Published
2017
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