Ozlem O. Garibay

According to our database, Ozlem O. Garibay authored at least 34 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium.

Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Özlem Özmen Garibay

CoRR, 2024

LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting.

Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi

CoRR, 2024

Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning.

Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay

CoRR, 2024

Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures.

Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay

CoRR, 2024

Agent-Based Modeling of C. Difficile Spread in Hospitals: Assessing Contribution of High-Touch vs. Low-Touch Surfaces and Inoculations' Containment Impact.

Sina Abdidizaji, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Ivan Garibay

CoRR, 2024

Controlling the Misinformation Diffusion in Social Media by the Effect of Different Classes of Agents.

Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Sina Abdidizaji, Ivan Garibay, Özlem Özmen Garibay

CoRR, 2024

FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation.

Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay

Proceedings of the Research in Computational Molecular Biology, 2024

Learning Fair Representations: Mitigating Statistical Dependencies.

Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2024

2023

BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing.

Niloofar Yousefi, Mehdi Yazdani-Jahromi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Tanumoy Banerjee, Agnivo Gosai, Ganesh Balasubramanian, Sudipta Seal, Özlem Özmen Garibay

Briefings Bioinform., May, 2023

Evolutionary Model Discovery of Human Behavioral Factors Driving Decision-Making in Irrigation Experiments.

Lux Miranda, Ozlem O. Garibay, Jacopo A. Baggio

J. Artif. Soc. Soc. Simul., 2023

Six Human-Centered Artificial Intelligence Grand Challenges.

Özlem Özmen Garibay, Brent Winslow, Salvatore Andolina, Margherita Antona, Anja Bodenschatz, Constantinos K. Coursaris, Gregory Falco, Stephen M. Fiore, Ivan Garibay, Keri Grieman, John C. Havens, Marina Jirotka, Hernisa Kacorri, Waldemar Karwowski, Joseph T. Kider Jr., Joseph A. Konstan, Sean Koon, Mónica López-González, Iliana Maifeld-Carucci, Sean McGregor, Gavriel Salvendy, Ben Shneiderman, Constantine Stephanidis, Christina Strobel, Carolyn Ten Holter, Wei Xu

Int. J. Hum. Comput. Interact., 2023

Improving Fairness via Deep Ensemble Framework Using Preprocessing Interventions.

Aida Tayebi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2023

Through a Fair Looking-Glass: Mitigating Bias in Image Datasets.

Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar

Proceedings of the Artificial Intelligence in HCI, 2023

Distance Correlation GAN: Fair Tabular Data Generation with Generative Adversarial Networks.

Amirarsalan Rajabi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2023

2022

TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks.

Amirarsalan Rajabi, Özlem Özmen Garibay

Mach. Learn. Knowl. Extr., 2022

Distraction is All You Need for Fairness.

Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay

CoRR, 2022

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, Özlem Özmen Garibay

Briefings Bioinform., 2022

Entropy-Based Characterization of Influence Pathways in Traditional and Social Media.

Özlem Özmen Garibay, Niloofar Yousefi, Kevin Aslett, Jacopo A. Baggio, Erik Hemberg, Chathura Jayalath, Alexander V. Mantzaris, Bruce Miller, Una-May O'Reilly, William Rand, Chathurani Senevirathna, Ivan Garibay

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

Contrastive Counterfactual Fairness in Algorithmic Decision-Making.

Ece Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Quantum Contagion: A Quantum-Like Approach for the Analysis of Social Contagion Dynamics with Heterogeneous Adoption Thresholds.

Ece C. Mutlu, Özlem Özmen Garibay

Entropy, 2021

Multi-agent Naïve Utility Calculus: Intent Recognition in the Stag-Hunt Game.

Lux Miranda, Özlem Özmen Garibay

Proceedings of the Social, Cultural, and Behavioral Modeling, 2021

Towards Fairness in AI: Addressing Bias in Data Using GANs.

Amirarsalan Rajabi, Ozlem O. Garibay

Proceedings of the HCI International 2021 - Late Breaking Papers: Multimodality, eXtended Reality, and Artificial Intelligence, 2021

A Quantum Leap for Fairness: Quantum Bayesian Approach for Fair Decision Making.

Ece C. Mutlu, Özlem Özmen Garibay

Proceedings of the HCI International 2021 - Late Breaking Papers: Multimodality, eXtended Reality, and Artificial Intelligence, 2021

2020

A Stance Data Set on Polarized Conversations on Twitter about the Efficacy of Hydroxychloroquine as a Treatment for COVID-19.

Ece Çigdem Mutlu, Toktam A. Oghaz, Jasser Jasser, Ege Tütüncüler, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay, Ivan Garibay

CoRR, 2020

2016

Evaluation of Zika Vector Control Strategies Using Agent-Based Modeling.

Chathika Gunaratne, Mustafa Ilhan Akbas, Ivan I. Garibay, Özlem Özmen Garibay

CoRR, 2016

2015

Role of entrepreneurial support for networking in innovation ecosystems: an agent based approach.

Mustafa Ilhan Akbas, Chathika Gunaratne, Özlem Özmen Garibay, Ivan I. Garibay, Thomas O'Neal

Proceedings of the 2015 Winter Simulation Conference, 2015

2013

A Topic-Driven Modular Approach to Engineering Education Delivery.

Ruba Akram Amarin, Ozlem O. Garibay, Issa Batarseh

Int. J. Emerg. Technol. Learn., 2013

2009

On the performance effects of unbiased module encapsulation.

R. Paul Wiegand, Gautham Anil, Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2007

Analyzing the effects of module encapsulation on search space bias.

Ozlem O. Garibay, Annie S. Wu

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006

Emergence of genomic self-similarity in location independent representations.

Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay

Genet. Program. Evolvable Mach., 2006

2005

On location independent representations and self-organization.

Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

On favoring positive correlations between form and quality of candidate solutions via the emergence of genomic self-similarity.

Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space.

Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

The Modular Genetic Algorithm: Exploiting Regularities in the Problem Space.

Ozlem O. Garibay, Ivan I. Garibay, Annie S. Wu

Proceedings of the Computer and Information Sciences, 2003