Search Results - "Lipić, Tomislav"

Social physics by Jusup, Marko, Holme, Petter, Kanazawa, Kiyoshi, Takayasu, Misako, Romić, Ivan, Wang, Zhen, Geček, Sunčana, Lipić, Tomislav, Podobnik, Boris, Wang, Lin, Luo, Wei, Klanjšček, Tin, Fan, Jingfang, Boccaletti, Stefano, Perc, Matjaž

“…Recent decades have seen a rise in the use of physics methods to study different societal phenomena. This development has been due to physicists venturing…”
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Interpretable machine learning approach for neuron-centric analysis of human cortical cytoarchitecture by Štajduhar, Andrija, Lipić, Tomislav, Lončarić, Sven, Judaš, Miloš, Sedmak, Goran

“…The complexity of the cerebral cortex underlies its function and distinguishes us as humans. Here, we present a principled veridical data science methodology…”
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Stringency without efficiency is not adequate to combat pandemics by Lipić, Tomislav, Štajduhar, Andrija, Medvidović, Luka, Wild, Dorian, Korošak, Dean, Podobnik, Boris

“…Why during pandemics some countries successfully cope with anti-vaccination sentiment while some others do not is partially because people rarely change their…”
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BioGD: Bio-inspired robust gradient descent by Kulikovskikh, Ilona, Prokhorov, Sergej, Lipić, Tomislav, Legović, Tarzan, Šmuc, Tomislav

“…Recent research in machine learning pointed to the core problem of state-of-the-art models which impedes their widespread adoption in different domains. The…”
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Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis by Grbčić, Luka, Družeta, Siniša, Mauša, Goran, Lipić, Tomislav, Lušić, Darija Vukić, Alvir, Marta, Lučin, Ivana, Sikirica, Ante, Davidović, Davor, Travaš, Vanja, Kalafatovic, Daniela, Pikelj, Kristina, Fajković, Hana, Holjević, Toni, Kranjčević, Lado

“…Coastal water quality management is a public health concern, as water of poor quality can potentially harbor dangerous pathogens. In this study, we employ…”
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Fine-tuning Convolutional Neural Networks for fine art classification by Cetinic, Eva, Lipic, Tomislav, Grgic, Sonja

“…•We achieve state-of-the-art results for five fine art-related classification tasks.•Different convolutional neural network fine-tuning strategies are…”
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The screening and evaluation of potential clinically significant HIV drug combinations against the SARS-CoV-2 virus by Tomić, Draško, Davidović, Davor, Szasz, Attila Marcel, Rezeli, Melinda, Pirkić, Boris, Petrik, Jozsef, Vrca, Vesna Bačić, Janđel, Vladimir, Lipić, Tomislav, Skala, Karolj, Mesarić, Josip, Periša, Marija Milković, Šojat, Zorislav, Rogina, Branka Medved

“…Spike glycoprotein is essential for the reproduction of the SARS-CoV-2 virus, and its inhibition using already approved antiviral drugs may open new avenues…”
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A Deep Learning Perspective on Beauty, Sentiment, and Remembrance of Art by Cetinic, Eva, Lipic, Tomislav, Grgic, Sonja

“…With the emergence of large digitized fine art collections and the successful performance of deep learning techniques, new research prospects unfold in the…”
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Human-Centric AI: The Symbiosis of Human and Artificial Intelligence by Horvatić, Davor, Lipic, Tomislav

“…Well-evidenced advances of data-driven complex machine learning approaches emerging within the so-called second wave of artificial intelligence (AI) fostered…”
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Effects of quarantine disobedience and mobility restrictions on COVID-19 pandemic waves in dynamical networks by Stipic, Dorian, Bradac, Mislav, Lipic, Tomislav, Podobnik, Boris

“…•Novel COVID-19 metapopulation epidemiological network model based on mobility restrictions and quarantine disobedience.•Model simulation results are compared…”
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Towards 3D thermal models standardisation for human body in motion by Skala, Karolj, Lipić, Tomislav, Sović, Ivan, Grubišić, Ivan, Grbeša, Igor

“…In this paper, a novel multi-resolution real-time 3D thermal imaging system as potential solution for a human body 3D thermal models standardisation is…”
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Dew Intelligence: Federated learning perspective by Guberovic, Emanuel, Lipic, Tomislav, Cavrak, Igor

“…Newly emerging and evolving technologies such as Cloud, Fog and Edge Computing, as well as Internet of Things, Cyber-Physical Systems and Distributed Ledger…”
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From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning by Kulikovskikh, Ilona, Lipic, Tomislav, Šmuc, Tomislav

“…Machines usually employ a guess-and-check strategy to analyze data: they take the data, make a guess, check the answer, adjust it with regard to the correct…”
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Benchmarking Attention-Based Interpretability of Deep Learning in Multivariate Time Series Predictions by Barić, Domjan, Fumić, Petar, Horvatić, Davor, Lipic, Tomislav

“…The adaptation of deep learning models within safety-critical systems cannot rely only on good prediction performance but needs to provide interpretable and…”
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Delivering bioinformatics MapReduce applications in the cloud by Forer, Lukas, Lipic, Tomislav, Schonherr, Sebastian, Weisensteiner, Hansi, Davidovic, Davor, Kronenberg, Florian, Afgan, Enis

“…The ever-increasing data production and availability in the field of bioinformatics demands a paradigm shift towards the utilization of novel solutions for…”
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Learning the Principles of Art History with convolutional neural networks by Cetinic, Eva, Lipic, Tomislav, Grgic, Sonja

“…Understanding the historical transformation of artistic styles implies the recognition of different stylistic properties. From a computer vision perspective,…”
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The new wealth of nations: How STEM fields generate the prosperity and inequality of individuals, companies, and countries by Podobnik, Boris, Christopher Crawford, G., Lichtenstein, Benyamin, Lipic, Tomislav, Wild, Dorian, Zhang, Xin, Stanley, H.  Eugene

“…Fundamental research in physics has long been a prerequisite for computer scientists and engineers to design innovative products, such as laptops and cell…”
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Computational analysis of laminar structure of the human cortex based on local neuron features by Štajduhar, Andrija, Lipić, Tomislav, Sedmak, Goran, Lončarić, Sven, Judaš, Miloš

“…In this paper, we present a novel method for analysis and segmentation of laminar structure of the cortex based on tissue characteristics whose change across…”
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Cities' influence on spatial epidemics: Comment on “Pattern transitions in spatial epidemics: Mechanisms and emergent properties” by Gui-Quan Sun et al by Podobnik, Boris, Lipic, Tomislav, Bojic, Iva, Antulov-Fantulin, Nino

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Predicting the Lifetime of Dynamic Networks Experiencing Persistent Random Attacks by Podobnik, Boris, Lipic, Tomislav, Horvatic, Davor, Majdandzic, Antonio, Bishop, Steven R., Eugene Stanley, H.

“…Estimating the critical points at which complex systems abruptly flip from one state to another is one of the remaining challenges in network science. Due to…”
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