Regularized reduced rank regression for mixed predictor and response variables
Abstract In this paper, we introduce the Generalized Mixed Regularized Reduced Rank Regression model (GMR4), an extension of the GMR3 model designed to improve performance in high‐dimensional settings. GMR3 is a regression method for a mix of numeric, binary and ordinal response variables, while also allowing for mixed‐type predictors through optimal ...
Lorenza Cotugno +2 more
wiley +1 more source
Short-term load forecasting using a metaheuristic optimized temporal fusion transformer with decomposition technique. [PDF]
Chandrasekaran R, Paramasivan SK.
europepmc +1 more source
Survey on Visualization of Information Diffusion over Networks
Abstract Information Diffusion (ID) describes how a value (e.g., a pathogen, a rumor, a packet) spreads through an underlying “medium” network of elements (e.g., a social or computer network). Understanding the information diffusion process is essential to predicting trends, controlling misinformation, and enhancing decision‐making as well as ...
T. Baumgartl +8 more
wiley +1 more source
Multiscale Traffic Dynamics Representation for Forecasting via MEMD-Guided Dual-Branch Recurrent Networks. [PDF]
Qian Y +5 more
europepmc +1 more source
The Story(line) So Far: A Survey on Storyline Visualization
Abstract Storyline visualizations model narratives as temporal networks, using x‐monotone lines to represent entities and their interactions over time. This technique offers an intuitive way to reveal structural patterns over time, such as character co‐occurrence and narrative flow.
S. Di Bartolomeo +4 more
wiley +1 more source
Nickel price forecasting based onempirical mode decomposition and deep learning model with expansion mechanism. [PDF]
Li J, Yu Z, Zhang J, Meng W.
europepmc +1 more source
The Role of Governance and Delegation in Climate Change Transparency by European Pension Funds
ABSTRACT Research Question/Issue We examine the key governance and delegated management factors that incentivize 50 large European pension fund organizations to align their climate reporting with the Task Force for Climate‐Related Financial Disclosures (TCFD) guidelines.
Jesper Lindgaard Christensen +2 more
wiley +1 more source
Intrinsic mode entropy based on multivariate empirical mode decomposition and its application to neural data analysis. [PDF]
Hu M, Liang H.
europepmc +1 more source
A qualitative assessment of quantitative easing sentiment
Abstract This mixed‐method study undertakes a comprehensive inquiry of the public discourse on social media surrounding quantitative easing (QE) across the US, the UK, and the European Union. Utilizing a unique tweet dataset, we reveal the sentiment polarity toward QE policy to be strongly negative, at 71.27%, with positive sentiment a mere 4.25 ...
Niamh Wylie, Martha O’Hagan‐Luff
wiley +1 more source
Remote investing in Latin America, 1869–1929
Abstract Substantial amounts of British capital flowed to Latin America during the first era of globalization. Companies financed by this capital were typically headquartered in the United Kingdom, but operated thousands of miles away. This paper asks how this geographic separation between governance and business activities affected the valuation of ...
Gareth Campbell +2 more
wiley +1 more source

