Publications

Jayalath, Chathura, Champon, Xiaoxia, Rand, William, Jasser, Jasser, Garibay, Ozlem, Garibay, Ivan. Comparing community-based interventions versus population-wide response in information diffusion on social media platforms. Data & Policy

Xiaoxia Champon, Chathura Jayalath, William Rand, Jasser Jasser, Ivan Garibay. Compare Social Media Communities using Functional Data Analysis. Data & Policy

Hanin Alhaddad, Seyyedmilad Talebzadehhosseini, Ivan Garibay. Accelerating green growth: The effect of technological innovation on production capabilities spillovers in developing economies. Journal of Cleaner Production

Jayalath, Chathura, Champon, Xiaoxia, Rand, William, Seneviratna, Chathurani, Garibay, Ivan. Quantifying the Effect of Clustering Coefficient on Models of Information Diffusion. Manuscript in preparation

Jayalath, Chathura, Champon, Xiaoxia, Rand, William, Garibay, Ivan. Measuring influence in online social networks. Manuscript in preparation

Shah, Saloni, Bantupalli, Sarat, Champon, Xiaoxia, Rand, William, Jayalath, Chathura, Garibay, Ivan, Garibay, Ozlem. Unraveling Emotional Dynamics: Predicting Susceptibility to Information Campaigns Through User Emotional Changes. Manuscript in preparation

Smith, Landon, Brezac, Luke, Champon, Xiaoxia, Rand, William, Jayalath, Chathura, Garibay, Ivan, Garibay, Ozlem. Modeling the Effects of Changes in Public Perception on the Ukraine War due to Community Differences. Manuscript in preparation

Alhaddad, H., Roney J., Garibay, Ivan. Leveraging HERD Data to Understand Institutions’ Competitive Edge and Growth Potential. Manuscript in preparation

Alhaddad, H., Jasser, Jasser, Jayalath, C., Garibay, Ivan. Narratives in Social Media. Global Emotions on CCS: A Comprehensive Examination of Public Perception

Marie Alaghband, Hamid Reza Maghroor, Ivan Garibay. A survey on sign language literature. Machine Learning with Applications

Miller, Bruce, Garibay, Ivan, Baggio, Jacopo, Nassiff, Edwin. Network Structure Can Amplify Innovation Adoption and Polarization in Group-Structured Populations with Outgroup Aversion. Journal of Artificial Societies and Social Simulation

Jayalath, Chathura And Gunaratne, Chathika And Rand, William And Seneviratne, Chathurani, Garibay, Ivan. A GENERALIZATION OF THRESHOLD-BASED AND PROBABILITY-BASED MODELS OF INFORMATION DIFFUSION. Advances in Complex Systems

Gunaratne, Chathika, Hatna, Erez, Epstein, Joshua M., Garibay, Ivan. Generating Mixed Patterns of Residential Segregation: An Evolutionary Approach. Journal of Artificial Societies and Social Simulation

Epstein, Joshua M., Garibay, Ivan, Hatna, Erez, Koehler, Matthew, Rand, William. Special Section on "Inverse Generative Social Science": Guest Editors; Statement. Journal of Artificial Societies and Social Simulation

Ozlem Ozmen Garibay, Brent Winslow, Salvatore Andolina, Margherita Antona, Anja Bodenschatz, Constantinos Coursaris, Gregory Falco, Stephen M. Fiore, Garibay, Ivan, Keri Grieman, John C. Havens, Marina Jirotka, Hernisa Kacorri, Waldemar Karwowski, Joe Kider, Joseph Konstan, Sean Koon, Monica Lopez-Gonzalez, 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. International Journal of Human–Computer Interaction

Talebzadehhosseini, Seyyedmilad, Garibay, Ivan. The interaction effects of technological innovation and path-dependent economic growth on countries overall green growth performance. Journal of Cleaner Production

Gunaratne, Chathika, Garibay, Ivan. NL4Py: Agent-based modeling in Python with parallelizable NetLogo workspaces. SoftwareX

Salinas, T., Tejada, M., Encinas, JJ., Talebzadehhosseini, S., Garibay, Ivan. Evolution Scenarios and Mitigation Strategies for COVID-19 in Peru, from the Complexity Approach and Agent-Based Modeling. COVID

Salinas, T., Tejada, M., Encinas, JJ., Garibay, Ivan. Policy Guidelines to Face COVID-19 in Peru: A Complex Systems Perspective. Journal on AI Policy and Complex Systems

Jasser, Jasser, Garibay, Ivan, Scheinert , Steve, Mantzaris , Alexander V.. Controversial information spreads faster and further than non-controversial information in Reddit. Journal of Computational Social Science

Rajabi, Amirarsalan, Mantzaris , Alexander V., Atwal , Kuldip Singh, Garibay, Ivan. Exploring the disparity of influence between users in the discussion of Brexit on Twitter.. Journal of Computational Social Science

Akula , Ramya, Garibay, Ivan. Interpretable Multi-Head Self-Attention Architecture for Sarcasm Detection in Social Media. Entropy

Gunaratne, Chathika, Rand, William, Garibay, Ivan. Inferring Mechanisms of Response Prioritization on Social Media under Information Overload. Scientific Reports

Prateek, Basavaraj, Garibay, Ivan, Garibay, Ozlem Ozmen. Pathway patterns mobility study of first time vs. transfer students in computer science and information technology programs at a public university. Journal of Applied Research in Higher Education

Senevirathna, Chathurani, Gunaratne, Chathika, Rand, William, Jayalath, Chathura, Garibay, Ivan. Influence Cascades: Entropy-Based Characterization of Behavioral Influence Patterns in Social Media. Entropy

Gunaratne, Chathika, Garibay, Ivan. Evolutionary model discovery of causal factors behind the socio-agricultural behavior of the ancestral Pueblo. PLOS ONE

Ece C. Mutlu, Toktam Oghaz, Jasser Jasser, Ege Tutunculer, Amirarsalan Rajabi, Aida Tayebi, Ozlem Ozmen, Garibay, Ivan. A stance data set on polarized conversations on Twitter about the efficacy of hydroxychloroquine as a treatment for COVID-19. Data in Brief

Gunaratne, Chathika, Baral, Nisha, Rand, William, Garibay, Ivan, Jayalath, Chathura, Senevirathna, Chathurani. The effects of information overload on online conversation dynamics. Computational and Mathematical Organization Theory

Mutlu, Ece C., Oghaz, Toktam, Rajabi, Amirarsalan, Garibay, Ivan. Review on Learning and Extracting Graph Features for Link Prediction. Machine Learning and Knowledge Extraction

Talebzadehhosseini, Seyyedmilad, Scheinert, Steven, Garibay, Ivan. Growing Green: the Role of Path Dependency and Structural Jumps in Green Economy Expansion. Journal on AI Policy and Complex Systems

Bidoki, Neda Hajiakhoond, Schiappa, Madeline, Sukthankar, Gita, Garibay, Ivan. Modeling social coding dynamics with sampled historical data. Online Social Networks and Media

Basavaraj, P., Sedghi, M., Garibay, Ivan, Ozmen Garibay, O., Guha, A. R.. The role of entry exams on higher education: a case study on reforming qualifier exam policies to improve student success while maintaining program quality. Journal of Applied Research in Higher Education

Alaghband, Marieh, Yousefi, Niloofar, Garibay, Ivan. FePh: An Annotated Facial Expression Dataset for the RWTH-PHOENIX-Weather 2014 Dataset. Manuscript submitted for publication

Jasser, Jasser, Garibay, Ivan, Mantzaris, Alexander. Social media activity segmenter (SMA-Seg):automatic identification of social media narrative phases using online social media activity. Manuscript submitted for publication

Basavaraj, Prateek, Garibay, Ivan, Garibay, Ozlem Ozmen. Pathway Patterns: A Comparative Study of First Time in College vs. Transfer Students to Improve Retention and Completion Rates using Student Degree Mobility Patterns. Manuscript submitted for publication

Basavaraj, Prateek, Sedghi, Mahlagha, Garibay, Ivan, Garibay, Ozlem Ozmen, Guha, A.. Computer Science qualifying exam: a case study on improving student success and program quality. Manuscript submitted for publication

Gunaratne, Chathika, Garibay, Ivan. NL4Py: Agent-Based Modeling in Python with Parallelizeable NetLogo Workspaces. Manuscript submitted for publication

Jasser, Jasser, Garibay, Ivan. Narratives in Social Media. Manuscript in preparation

Mutlu, Ece C., Oghaz, Toktam A., Jasser, Jasser, Tutunculer, Ege, Rajabi, Amirarsalan, Tayebi, Aida, Garibay, Ivan. THE OPINIONS ON TWITTER OVER THE SPREAD AND TREATMENT OF COVID-19: A STANCE DATA SET ON ONLINE DEBATES. Manuscript in preparation

Gunaratne, Chathika, Garibay, Ivan, Rand, William. The Multi-Action Cascade Model of Social Media Conversation. Manuscript in preparation

Gunaratne, Chathika, Garibay, Ivan. Evolutionary model discovery of factors driving residential segregation. Manuscript in preparation

Talebzadehhosseini, Seyyedmilad, Garibay, Ivan. The role of non-path dependent development on green production: evolutionary adaptation versus high investment jumps. Manuscript in preparation

Gunaratne, Chathika, Talebzadehhosseini, Seyyedmilad, Garibay, Ivan. Innovation is driven by capabilities: exploring the dark matter of the product space. Manuscript in preparation

Yousefi, Niloofar, Garibay, Ivan. Sharp Excess Risk Bounds for Online Convex Learning Algorithms. Manuscript in preparation

Gunaratne, Chathika, Garibay, Ivan, Belcher, B.. Vegetation sparsity affects Aedes aegypti populations: A simulation study. Manuscript in preparation

Garibay, Ivan, Mantzaris, Alexander, Rajabi, Amirarsalan, Taylor, Cameron E.. Polarization in social media assists influencers to become more influential: analysis and two inoculation strategies. Scientific Reports

Talebzadehhosseini, Seyyedmilad, Garibay, Ivan, Keathley-Herring, Heather, Al-Rawahi, Zahra Rashid Said, Garibay, Ozlem Ozmen, Woodell, James K.. Strategies to enhance university economic engagement: evidence from US universities. Studies in Higher Education

Akula, Ramya, Garibay, Ivan. VizTract: Visualization of Complex Social Networks for Easy User Perception. Big Data and Cognitive Computing

Taylor, C.E, Mantzaris, Alexander, Garibay, Ivan. Exploring How Homophily and Accessibility Can Facilitate Polarization in Social Networks. Information

Lasrado, Vernet, Sivo, Stephen, Ford, Cameron, O’Neal, Thomas, Garibay, Ivan. Do graduated university incubator firms benefit from their relationship with university incubators?. Journal of Technology Transfer

Garibay, Ivan, Wu, Annie S., Garibay, Ozlem Ozmen. Emergence of genomic self-similarity in location independent representations. Genetic Programming and Evolvable Machines

Wu, Annie S., Garibay, Ivan. Intelligent Automated Control of Life Support Systems Using Proportional Representations. IEEE Transactions on Systems, Man and Cybernetics Part B (Cybernetics)

Wu, Annie S., Garibay, Ivan. The Proportional Genetic Algorithm: Gene Expression in a Genetic Algorithm. Genetic Programming and Evolvable Machines

Garibay, Ivan, Barham, Clayton, Abdidizaji, Sina, Jayalath, Chathura. Future Directions and Applications of Artificial Intelligence. Advances in Artificial Intelligence Applications in Industrial and Systems Engineering

Garibay, Ivan, Gunaratne, Chathika, Yousefi, Niloofar, Scheinert, Steven. The Agent-Based Modeling Canvas: A Modeling Franca for Computational Social Science. Social-Behavioral Modeling for Complex Systems

Hadzikadic, Mirsad, Carmichael, Ted, Dixon, David, Koehler, Matt, Gulden, Tim, Garibay, Ivan, Yang, Zining, von Briesen, Elizabeth, Howe, Andrew. CSS 2017: Proceedings of the 2017 International Conference of The Computational Social Science Society of the Americas.

Hollander, Christopher D., Garibay, Ivan, O’Neal, Thomas. Transformation Networks: A study of how technological complexity impacts economic performance. Managing Market Complexity. Lecture Notes in Economics and Mathematical Systems

Garibay, Ivan. Dario Floreano and Claudio Mattiussi (eds): Bio-inspired artificial intelligence: theories, methods and technologies. Genetic Programming and Evolvable Machines Journal

Garibay, Ivan, Jansen, Thomas, Wiegand, R. Paul, Wu, Annie S.. FOGA ’09: Proceedings of the Tenth ACM SIGEVO Workshop on Foundations of Genetic Algorithms.

Ibna Basher, Mohammad Jahid, Yalabadi, Ali Khodabandeh, Garibay, Ivan, Garibay, Ozlem Ozmen. ConRetroBert: EMA Stabilized Dual Encoders for Template-Based Single-Step Retrosynthesis.

Hossain, Elias, Roy Dipta, Shubhashis, Neupane, Subash, Rana, Rajib, Shwartz-Ziv, Ravid, Garibay, Ivan, Yousefi, Niloofar. UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers.

Prottasha, Nusrat Jahan, Kowsher, Md, Raman, Hafijur, Anny, Israt Jahan, Bhat, Prakash, Garibay, Ivan, Garibay, Ozlem. User Profile with Large Language Models: Construction, Updating, and Benchmarking.

Oghaz, Toktam A., Garibay, Ivan. Dominant Set-based Active Learning for Text Classification and its Application to Online Social Media.

Jasser, Jasser, Garibay, Ivan. Resilience from Diversity: Population-based approach to harden models against adversarial attacks.

Akula, Ramya, Garibay, Ivan. Audit and Assurance of AI Algorithms: A framework to ensure ethical algorithmic practices in Artificial Intelligence.

Ivan Garibay, Toktam A. Oghaz, Niloofar Yousefi, Ece C. Mutlu, Madeline Schiappa, Steven Scheinert, Georgios C. Anagnostopoulos, Christina Bouwens, Stephen M. Fiore, Alexander Mantzaris, John T. Murphy, William Rand, Anastasia Salter, Mel Stanfill, Gita Sukthankar, Nisha Baral, Gabriel Fair, Chathika Gunaratne, Neda B. Hajiakhoond, Jasser Jasser, Chathura Jayalath, Oliva Newton, Samaneh Saadat, Chathurani Senevirathna, Rachel Winter, Xi Zhang. Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks.

Mutlu, Ece ğdem, Rajabi, Amirarsalan, Garibay, Ivan. CD-SEIZ: Cognition-Driven SEIZ Compartmental Model for the Prediction of Information Cascades on Twitter.

Mutlu, Ece ğdem, Oghaz, Toktam, Tütüncüler, Ege, Jasser, Jasser, Garibay, Ivan. Quantifying Latent Moral Foundations in Twitter Narratives: The Case of the Syrian White Helmets Misinformation.

Ramya Akula, Niloofar Yousefi, Ivan Garibay. DeepFork: Supervised Prediction of Information Diffusion in GitHub.

Seyyedmilad Talebzadehhosseini, Steven R. Scheinert, Ivan Garibay. Growing green: the role of path dependency and structural jumps in the green economy expansion.

Taylor, Cameron E., Garibay, Ivan, Mantzaris, Alexander V.. How polarization can provide an increase in content dissemination amongst the highly ranked influencers.