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ORCIDOzlem O. Garibay
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2020 – today
- 2024
[c17]Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay:
Learning Fair Representations: Mitigating Statistical Dependencies. HCI (52) 2024: 105-115- [c16]Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay:
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation. RECOMB 2024: 68-85 - [i12]Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Sina Abdidizaji, Ivan Garibay, Özlem Özmen Garibay:
Controlling the Misinformation Diffusion in Social Media by the Effect of Different Classes of Agents. CoRR abs/2401.11524 (2024) - [i11]Sina Abdidizaji, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Ivan Garibay:
Agent-Based Modeling of C. Difficile Spread in Hospitals: Assessing Contribution of High-Touch vs. Low-Touch Surfaces and Inoculations' Containment Impact. CoRR abs/2401.11656 (2024) - [i10]Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay:
Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. CoRR abs/2407.09657 (2024) - [i9]Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay:
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning. CoRR abs/2410.08598 (2024) - [i8]Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi:
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting. CoRR abs/2410.11674 (2024) - [i7]Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Özlem Özmen Garibay:
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium. CoRR abs/2410.16432 (2024) - 2023
- [j8]Niloofar Yousefi, Mehdi Yazdani-Jahromi
, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Tanumoy Banerjee, Agnivo Gosai, Ganesh Balasubramanian, Sudipta Seal, Özlem Özmen Garibay:
BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing. Briefings Bioinform. 24(3) (2023) - [j7]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:
Six Human-Centered Artificial Intelligence Grand Challenges. Int. J. Hum. Comput. Interact. 39(3): 391-437 (2023) - [j6]Lux Miranda, Ozlem O. Garibay, Jacopo A. Baggio:
Evolutionary Model Discovery of Human Behavioral Factors Driving Decision-Making in Irrigation Experiments. J. Artif. Soc. Soc. Simul. 26(2) (2023) - [c15]Amirarsalan Rajabi, Özlem Özmen Garibay:
Distance Correlation GAN: Fair Tabular Data Generation with Generative Adversarial Networks. HCI (40) 2023: 431-445 - [c14]Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar:
Through a Fair Looking-Glass: Mitigating Bias in Image Datasets. HCI (40) 2023: 446-459 - [c13]Aida Tayebi, Özlem Özmen Garibay:
Improving Fairness via Deep Ensemble Framework Using Preprocessing Interventions. HCI (40) 2023: 477-489 - [i6]Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay:
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation. CoRR abs/2311.02326 (2023) - 2022
- [j5]Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Sudipta Seal, Özlem Özmen Garibay:
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification. Briefings Bioinform. 23(4) (2022) - [j4]Amirarsalan Rajabi, Özlem Özmen Garibay:
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. Mach. Learn. Knowl. Extr. 4(2): 488-501 (2022) - [c12]Ece Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay:
Contrastive Counterfactual Fairness in Algorithmic Decision-Making. AIES 2022: 499-507 - [c11]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:
Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC 2022: 38-44 - [i5]Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay:
Distraction is All You Need for Fairness. CoRR abs/2203.07593 (2022) - [i4]Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar:
Through a fair looking-glass: mitigating bias in image datasets. CoRR abs/2209.08648 (2022) - 2021
- [j3]Ece C. Mutlu, Özlem Özmen Garibay:
Quantum Contagion: A Quantum-Like Approach for the Analysis of Social Contagion Dynamics with Heterogeneous Adoption Thresholds. Entropy 23(5): 538 (2021) - [c10]Ece C. Mutlu, Özlem Özmen Garibay:
A Quantum Leap for Fairness: Quantum Bayesian Approach for Fair Decision Making. HCI (41) 2021: 489-499 - [c9]Amirarsalan Rajabi, Ozlem O. Garibay:
Towards Fairness in AI: Addressing Bias in Data Using GANs. HCI (41) 2021: 509-518 - [c8]Lux Miranda, Özlem Özmen Garibay:
Multi-agent Naïve Utility Calculus: Intent Recognition in the Stag-Hunt Game. SBP-BRiMS 2021: 331-340 - [i3]Amirarsalan Rajabi, Özlem Özmen Garibay:
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. CoRR abs/2109.00666 (2021) - 2020
- [i2]Ece Çigdem Mutlu, Toktam A. Oghaz, Jasser Jasser, Ege Tütüncüler, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay, Ivan Garibay:
A Stance Data Set on Polarized Conversations on Twitter about the Efficacy of Hydroxychloroquine as a Treatment for COVID-19. CoRR abs/2009.01188 (2020)
2010 – 2019
- 2016
- [i1]Chathika Gunaratne, Mustafa Ilhan Akbas, Ivan I. Garibay, Özlem Özmen Garibay:
Evaluation of Zika Vector Control Strategies Using Agent-Based Modeling. CoRR abs/1604.06121 (2016) - 2015
- [c7]Mustafa Ilhan Akbas, Chathika Gunaratne, Özlem Özmen Garibay, Ivan I. Garibay, Thomas O'Neal:
Role of entrepreneurial support for networking in innovation ecosystems: an agent based approach. WSC 2015: 3112-3113 - 2013
- [j2]Ruba Akram Amarin, Ozlem O. Garibay, Issa Batarseh:
A Topic-Driven Modular Approach to Engineering Education Delivery. Int. J. Emerg. Technol. Learn. 8(1): 53-57 (2013)
2000 – 2009
- 2009
- [c6]R. Paul Wiegand, Gautham Anil, Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu:
On the performance effects of unbiased module encapsulation. GECCO 2009: 1729-1736 - 2007
- [c5]Ozlem O. Garibay, Annie S. Wu:
Analyzing the effects of module encapsulation on search space bias. GECCO 2007: 1234-1241 - 2006
- [j1]Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay:
Emergence of genomic self-similarity in location independent representations. Genet. Program. Evolvable Mach. 7(1): 55-80 (2006) - 2005
- [c4]Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay:
On location independent representations and self-organization. GECCO Workshops 2005: 292 - [c3]Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay:
On favoring positive correlations between form and quality of candidate solutions via the emergence of genomic self-similarity. GECCO 2005: 1177-1184 - 2004
- [c2]Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu:
Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space. GECCO (1) 2004: 1125-1137 - 2003
- [c1]Ozlem O. Garibay, Ivan I. Garibay, Annie S. Wu:
The Modular Genetic Algorithm: Exploiting Regularities in the Problem Space. ISCIS 2003: 584-591
Coauthor Index
aka: Ivan I. Garibay
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