215 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Stockholm UniversitySE5 papers
- Avenir HealthUS2 papers
- City College of New YorkUS2 papers
- KTH Royal Institute of TechnologySE2 papers
- Sungkyunkwan UniversityKR2 papers
- Umeå UniversitySE2 papers
- University of EdinburghGB2 papers
- Ames Research CenterUS1 paper
- Bar-Ilan UniversityIL1 paper
- Brandenburg University of Technology Cottbus-SenftenbergDE1 paper
- Health Data Research UKGB1 paper
- Heidelberg Institute for Theoretical StudiesDE1 paper
9 papers
A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks
Muhammad Ihsan Al Hafiz, Naresh Ravichandran, Anders Lansner +2
Brain-inspired algorithms are attractive and emerging alternatives to classical deep learning methods for use in various machine learning applications. Brain-inspired systems can f…
Leveraging pre-trained vision Transformers for multi-band photometric light curve classification
Daniel Moreno-Cartagena, Pavlos Protopapas, Guillermo Cabrera-Vives +3
This study investigates the potential of a pre-trained vision Transformer (VT) model, specifically the Swin Transformer V2 (SwinV2), to classify photometric light curves without th…
Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization
Xinlei Yi, Xiuxian Li, Tao Yang +3
This paper considers the distributed online convex optimization problem with time-varying constraints over a network of agents. This is a sequential decision making problem with tw…
A Systematic Review of Natural Language Processing Applied to Radiology Reports
Arlene Casey, Emma Davidson, Michael Poon +9
NLP has a significant role in advancing healthcare and has been found to be key in extracting structured information from radiology reports. Understanding recent developments in NL…
Balancing selfishness and norm conformity can explain human behavior in large-scale Prisoner's Dilemma games and can poise human groups near criticality
John Realpe-Gómez, Giulia Andrighetto, Gustavo Nardin +1
Cooperation is central to the success of human societies as it is crucial for overcoming some of the most pressing social challenges of our time. Yet how human cooperation is achie…
Finding influential spreaders from human activity beyond network location
Byungjoon Min, Fredrik Liljeros, Hernán A. Makse
Most centralities proposed for identifying influential spreaders on social networks to either spread a message or to stop an epidemic require the full topological information of th…
Fat-tailed fluctuations in the size of organizations: the role of social influence
Hernan Mondani, Petter Holme, Fredrik Liljeros
Organizational growth processes have consistently been shown to exhibit a fatter-than-Gaussian growth-rate distribution in a variety of settings. Long periods of relatively small c…
Birth and death of links control disease spreading in empirical contact networks
Petter Holme, Fredrik Liljeros
We investigate what structural aspects of a collection of twelve empirical temporal networks of human contacts are important to disease spreading. We scan the entire parameter spac…
Communication activity in a social network: relation between long-term correlations and inter-event clustering
Diego Rybski, Sergey V. Buldyrev, Shlomo Havlin +2
The timing patterns of human communication in social networks is not random. On the contrary, communication is dominated by emergent statistical laws such as non-trivial correlatio…