O
Ozlem Ozmen Garibay
Researcher at University of Central Florida
Publications - 35
Citations - 146
Ozlem Ozmen Garibay is an academic researcher from University of Central Florida. The author has contributed to research in topics: Computer science & Modular design. The author has an hindex of 5, co-authored 22 publications receiving 69 citations.
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Journal ArticleDOI
Six Human-Centered Artificial Intelligence Grand Challenges
Ozlem Ozmen Garibay,Brent Winslow,Salvatore Andolina,Margherita Antona,Anja Bodenschatz,Constantinos K. Coursaris,Gregory Falco,E. M. Fiore,Ivan Garibay,Keri Grieman,John Havens,Marina Jirotka,Hernisa Kacorri,Waldemar Karwowski,Joe Kider,Joseph A. Konstan,Sean Koon,Mónica López-González,Iliana Mi'ilani Maifeld-Carucci,Sean McGregor,Gavriel Salvendy,Ben Shneiderman,Constantine Stephanidis,Christina Strobel,C. Ten Holter,Wei Xu +25 more
TL;DR: Human-Centred Artificial Intelligence (HCAI) as mentioned in this paper advocates for a human-centered approach to AI that (1) is centered in human well-being, (2) is designed responsibly, (3) respects privacy, (4) follows humancentered design principles, (5) is subject to appropriate governance and oversight, and (6) interacts with individuals while respecting human cognitive capacities.
Book ChapterDOI
The Modular Genetic Algorithm: Exploiting Regularities in the Problem Space
TL;DR: A limited version of the modular genetic algorithm is compared with a canonical genetic algorithm applied to the checkerboard-pattern discovery problem and it is observed that the MGA significantly outperforms the GA for high complexities.
Journal ArticleDOI
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification
Mehdi Yazdani-Jahromi,Niloofar Yousefi,Aida Tayebi,Elayaraja Kolanthai,Craig J. Neal,Sudipta Seal,Ozlem Ozmen Garibay +6 more
TL;DR: An interpretable graph-based deep learning prediction model, AttentionSiteDTI, which utilizes protein binding sites along with a self-attention mechanism to address the problem of drug–target interaction prediction, inspired by sentence classification models in the field of Natural Language Processing.
Journal ArticleDOI
Strategies to enhance university economic engagement: evidence from US universities
Seyyedmilad Talebzadehhosseini,Ivan Garibay,Heather Keathley-Herring,Zahra Rashid Said Al-Rawahi,Ozlem Ozmen Garibay,James K. Woodell +5 more
TL;DR: In an increasingly innovation-driven economic environment, universities serve as engines of economic growth by igniting innovation, fueling entrepreneurship, and inspiring the next generation of innovators and entrepreneurs.
Journal ArticleDOI
Investigating Dynamics of COVID-19 Spread and Containment with Agent-Based Modeling
TL;DR: This work revisits Epstein’s “coupled contagion dynamics of fear and disease” model in order to extend and adapt it to explore fear-driven behavioral adaptations and their impact on efforts to combat the COVID-19 pandemic.