Exploration of an interdisciplinary scientific landscape

J Raimbault - Scientometrics, 2019 - Springer
Patterns of interdisciplinarity in science can be quantified through complementary
dimensions. This paper studies as a case study the scientific environment of a generalist …

Classifying patents based on their semantic content

A Bergeaud, Y Potiron, J Raimbault - PloS one, 2017 - journals.plos.org
In this paper, we extend some usual techniques of classification resulting from a large-scale
data-mining and network approach. This new technology, which in particular is designed to …

The better turbulence index? Forecasting adverse financial markets regimes with persistent homology

E Baitinger, S Flegel - Financial Markets and Portfolio Management, 2021 - Springer
Persistent homology is the workhorse of modern topological data analysis, which in recent
years becomes increasingly powerful due to methodological and computing power …

Detecting policy preferences and dynamics in the un general debate with neural word embeddings

S Gurciullo, SJ Mikhaylov - … on the Frontiers and Advances in …, 2017 - ieeexplore.ieee.org
Foreign policy analysis has been struggling to find ways to measure policy preferences and
paradigm shifts in international political systems. This paper presents a novel, potential …

Data innovation for international development: An overview of natural language processing for qualitative data analysis

P Broniecki, A Hanchar - … on the Frontiers and Advances in …, 2017 - ieeexplore.ieee.org
Availability, collection and access to quantitative data, as well as its limitations, often make
qualitative data the resource upon which development programs heavily rely. Both …

Co-occurrence simplicial complexes in mathematics: identifying the holes of knowledge

V Salnikov, D Cassese, R Lambiotte, NS Jones - Applied network science, 2018 - Springer
In the last years complex networks tools contributed to provide insights on the structure of
research, through the study of collaboration, citation and co-occurrence networks. The …

Transfer topic labeling with domain-specific knowledge base: An analysis of UK House of Commons speeches 1935-2014

A Herzog, P John, SJ Mikhaylov - arXiv preprint arXiv:1806.00793, 2018 - arxiv.org
Topic models are widely used in natural language processing, allowing researchers to
estimate the underlying themes in a collection of documents. Most topic models use …

Characterising and modeling the co-evolution of transportation networks and territories

J Raimbault - arXiv preprint arXiv:2110.15950, 2021 - arxiv.org
The identification of structuring effects of transportation infrastructure on territorial dynamics
remains an open research problem. This issue is one of the aspects of approaches on …

Accommodation of Right-Wing Populist Rhetoric: Evidence From Parliamentary Speeches in Germany

E Esguerra, F Hagemeister, J Heid, T Leffler - 2023 - econstor.eu
We provide novel evidence on how right-wing (populist) rhetoric spreads. Using several
thousand speeches from the German parliament, we show that exposure to politicians from …

Analyzing the United Nations Speeches with a Neutrosophic Approach to Text Mining in The Context of Türkiye's Foreign Policy.

MM Budak, MF Sert, IY Durmaz - International Journal of …, 2023 - search.ebscohost.com
Document clustering is an integral and important part of text mining. In case of classical
clustering, data item belongs to only one cluster, whereas in Plithogenic approach to fuzzy …