Everybody's got ML, tell me what else you have: Practitioners' perception of ML-based security tools and explanations

J Mink, H Benkraouda, L Yang, A Ciptadi… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Significant efforts have been investigated to develop machine learning (ML) based tools to
support security operations. However, they still face key challenges in practice. A generally …

Relational capital for shared vision in innovation ecosystems

MG Russell, J Huhtamäki, K Still, N Rubens, RC Basole - Triple Helix, 2015 - brill.com
This paper provides an evidence-based approach to understanding the relationship
infrastructure of spatially defined innovation ecosystems in three metropolitan areas. With …

Revisiting the data lifecycle with big data curation

L Pouchard - International Journal of Digital Curation, 2015 - ijdc.net
As science becomes more data-intensive and collaborative, researchers increasingly use
larger and more complex data to answer research questions. The capacity of storage …

Information visualisation methods and techniques: State-of-the-art and future directions

H Shen, T Bednarz, H Nguyen, F Feng, T Wyeld… - Journal of Industrial …, 2019 - Elsevier
Visualisation research explores techniques for conveying information in a meaningful way to
allow users to make sense of data. This paper aims to review state-of-the-art information …

Task cube: A three-dimensional conceptual space of user tasks in visualization design and evaluation

A Rind, W Aigner, M Wagner, S Miksch… - Information …, 2016 - journals.sagepub.com
User tasks play a pivotal role in visualization design and evaluation. However, the term
'task'is used ambiguously within the visualization community. In this article, we critically …

Graph-based visual analytics for cyber threat intelligence

F Böhm, F Menges, G Pernul - Cybersecurity, 2018 - Springer
The ever-increasing amount of major security incidents has led to an emerging interest in
cooperative approaches to encounter cyber threats. To enable cooperation in detecting and …

Just 5 questions: toward a design framework for immersive analytics

K Marriott, J Chen, M Hlawatsch, T Itoh, MA Nacenta… - Immersive …, 2018 - Springer
We present an initial design framework for immersive analytics based on Brehmer and
Munzner's “W hat-Why-How” data visualisation framework. We extend their framework to …

The application of visual analytics to financial stability monitoring

MD Flood, VL Lemieux, M Varga, BLW Wong - Journal of financial stability, 2016 - Elsevier
This paper provides an overview of visual analytics—the science of analytical reasoning
enhanced by interactive visualizations tightly coupled with data analytics software—and …

An unexpected journey: A few lessons from sciences Po médialab's experience

T Venturini, M Jacomy, A Meunier… - Big Data & …, 2017 - journals.sagepub.com
In this article, we present a few lessons we learnt in the establishment of the Sciences Po
médialab. As an interdisciplinary laboratory associating social scientists, code developers …

[图书][B] Design of visualizations for human-information interaction: A pattern-based framework

K Sedig, P Parsons - 2016 - books.google.com
Interest in visualization design has increased in recent years. While there is a large body of
existing work from which visualization designers can draw, much of the past research has …