blas-ko.github.io/research.html at main · blas-ko/blas-ko.github.io · GitHub

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  <section id="research" aria-labelledby="pubs-title">
    <p class="kicker">Research</p>
    <h2 id="pubs-title">Selected publications</h2>
    <div class="grid">
      <div class="card">
        <h3>Incentivized network dynamics in digital job recruitment</h3>
        <p class="meta"><strong>Kolic B.</strong>, Cebrian M., Ukar I., Lillo R.E. • 2025 • <em>Journal of Complex
            Networks</em></p>
        <img src="assets/img/publications/incentivized.png" alt="Figure from paper"
          style="float:right; width:80%; max-width:220px; height:auto; margin:0 0 .5rem .75rem; border-radius:6px;" />
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          <a class="btn" href="https://doi.org/10.1093/comnet/cnaf047" target="_blank">paper</a>
          <a class="btn" href="https://arxiv.org/abs/2410.09698" target="_blank">arXiv</a>
          <a class="btn" href="https://github.com/blas-ko/IndependentHaltingCascadeModel" target="_blank">code</a>
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      <div class="card">
        <h3>From chambers to echo chambers: quantifying polarization with a second-neighbor approach applied to
          Twitter's climate discussion</h3>
        <p class="meta"><strong>Kolic B.</strong>, Aguirre-López F., et al. • 2025 • <em>Journal of Complex
            Networks</em></p>
        <img src="assets/img/publications/from_chambers.png" alt="Figure from paper"
          style="float:right; width:80%; max-width:220px; height:auto; margin:0 0 .5rem .75rem; border-radius:6px;" />
        <p></p>
        <div class="row">
          <a class="btn" href="https://doi.org/10.1093/comnet/cnaf020" target="_blank">paper</a>
          <a class="btn" href="https://arxiv.org/abs/2206.14501" target="_blank">arXiv</a>
          <a class="btn" href="https://github.com/blas-ko/Twitter_chambers" target="_blank">code</a>
        </div>
      </div>
      <div class="card">
        <h3>Estimating initial conditions for dynamical systems with incomplete information</h3>
        <p class="meta"><strong>Kolic B.</strong>, Sabuco J., Farmer J.D. • 2022 • <em>Nonlinear Dynamics</em></p>
        <img src="assets/img/publications/estimating.png" alt="Figure from paper"
          style="float:right; width:80%; max-width:220px; height:auto; margin:0 0 .5rem .75rem; border-radius:6px;" />
        <p>open access</p>
        <div class="row">
          <a class="btn" href="https://link.springer.com/article/10.1007/s11071-022-07365-y" target="_blank">paper</a>
          <a class="btn" href="https://github.com/blas-ko/LatentStateInitialization" target="_blank">code</a>
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      </div>
      <div class="card">
        <h3>Public risk perception and emotion on Twitter during the Covid-19 pandemic</h3>
        <p class="meta">Dyer J., <strong>Kolic B.</strong> • 2020 • <em>Applied Network Science</em></p>
        <img src="assets/img/publications/public.png" alt="Figure from paper"
          style="float:right; width:80%; max-width:220px; height:auto; margin:0 0 .5rem .75rem; border-radius:6px;" />
        <p>open access</p>
        <div class="row">
          <a class="btn" href="https://appliednetsci.springeropen.com/articles/10.1007/s41109-020-00334-7"
            target="_blank">paper</a>
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    </div>

    <h2 id="pubs-title">Preprints</h2>
    <div class="grid">
      <div class="card">
        <h3>Celebrity messages reduce online hate and limit its spread</h3>
        <p class="meta">Jahani, E., <strong>Kolic, B.</strong>, Tonneau, M., Lin, H., Barkoczi, D., Ikhuoria, E., Orozco, V. and Fraiberger, S. • 2026 • <em>arXiv preprint</em></p>
        <div class="row">
          <a class="btn" href="https://arxiv.org/abs/2601.04134" target="_blank">arXiv</a>
        </div>
      </div>
      <div class="card">
        <h3>Comparing Data Assimilation and Likelihood-Based Inference on Latent State Estimation in Agent-Based Models</h3>
        <p class="meta"><strong>Kolic B.</strong>, Monti, C., Morales, G. D. F., Pangallo, M. • 2025 • <em>arXiv preprint</em></p>
        <p>under revision</p>
        <div class="row">
          <a class="btn" href="https://arxiv.org/abs/2509.17625" target="_blank">arXiv</a>
          <a class="btn" href="" target="_blank">code (soon)</a>
        </div>
      </div>
      <div class="card">
        <h3>Rhythm and form in music: a complex systems approach</h3>
        <p class="meta"><strong>Kolic B.</strong>, Rodríguez-Cervantes M.T., Padilla P., Knights F. • 2022 • <em>arXiv
            preprint</em></p>
        <p>under revision.</p>
        <div class="row">
          <a class="btn" href="https://arxiv.org/abs/2207.03602" target="_blank">arXiv</a>
          <a class="btn" href="https://github.com/blas-ko/rhythmic_complexity" target="_blank">code (soon)</a>
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      </div>
    </div>

    <h2 id="pubs-title">Ongoing research</h2>
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      <div class="card">
        <h3>Trade-offs Between Individual and Group Fairness in Machine Learning: A Comprehensive Review</h3>
        <p class="meta">Benítez-Peña S., <strong>Kolic B.</strong>, Menéndez V., Pulido B.</p>
        <p>in preparation</p>
      </div>
      <div class="card">
        <h3>Network Ensemble Kalman Filter: Inferring Latent States in Interacting Agent Systems</h3>
        <p class="meta"><strong>Kolic B.</strong>, Farmer J.D.</p>
        <p>in preparation</p>
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