Authors: Rohan Agarwal
arXiv
There are many philosophies and theories on what creativity is and how it works, but one popular idea is that of variations on a theme and intersection of concepts. This literature review explores phi...
Authors: Maria A. Terres, Aiyou Chen, Ruixuan Rachel Zhou, Claire M. McLeod
arXiv
Autonomous vehicles are continually increasing their presence on public roads. However, before any new autonomous driving software can be approved, it must first undergo a rigorous assessment of drivi...
Authors: Jirka Poropudas, Topi Halme
arXiv
This paper studies the relationship between basketball teams' four factors and efficiency ratings as defined by Oliver (2004). The paper introduces an equation showing how a team's four factors in con...
Authors: Sam Hawke, Hengrui Luo, Didong Li
arXiv
Supervised dimension reduction (SDR) has been a topic of growing interest in data science, as it enables the reduction of high-dimensional covariates while preserving the functional relation with cert...
Authors: Rand R. Wilcox, Guillaume A. Rousselet
arXiv
When comparing two independent groups, shift functions are basically techniques that compare multiple quantiles rather than a single measure of location, the goal being to get a more detailed understa...
Authors: Shotaro Takasu, Toshio Aoyagi
arXiv
The dynamics of recurrent neural networks (RNNs), and particularly their response to inputs, play a critical role in information processing. In many applications of RNNs, only a specific subset of the...
Authors: Ofek Ophir, Orit Shefi, Ofir Lindenbaum
arXiv
The brain is likely the most complex organ, given the variety of functions it controls, the number of cells it comprises, and their corresponding diversity. Studying and identifying neurons, the brain...
Authors: Kate B. Ellis, Ruth H. Keogh, Geraldine M. Clarke, Stephen O'Neill
arXiv
We use a recently proposed staggered difference-in-differences approach to investigate effects of adoption of an online consultation system in English general practice on antibiotic prescribing patter...
Authors: Zahmeeth Sayed Sakkaff
arXiv
New mental tasks were investigated for suitability in Brain-Computer Interface (BCI). Electroencephalography (EEG) signals were collected and analyzed to identify these mental tasks. MS Windows-based...
Authors: Lysea Haggie, Thor Besier, Angus McMorland
arXiv
Computational models of cortical activity provide insight into the mechanisms of higher-order processing in the human brain including planning, perception and the control of movement. Activity in the...
Authors: Valentina Giunchiglia, Sharon Curtis, Stephen Smith, Naomi Allen, Adam Hampshire
arXiv
Automated online and App-based cognitive assessment tasks are becoming increasingly popular in large-scale cohorts and biobanks due to advantages in affordability, scalability and repeatability. Howev...
Authors: Konstantin Hopf, Hannah Hartstang, Thorsten Staake
arXiv
Forecasting electricity demand plays a critical role in ensuring reliable and cost-efficient operation of the electricity supply. With the global transition to distributed renewable energy sources and...
Authors: Ryan Yee, Sameer K. Deshpande
arXiv
We introduce a three-step framework to determine at which pitches Major League batters should swing. Unlike traditional plate discipline metrics, which implicitly assume that all batters should always...
Authors: Arhit Chakrabarti, Yang Ni, Bani K. Mallick
arXiv
Single-cell RNA-sequencing technologies may provide valuable insights to the understanding of the composition of different cell types and their functions within a tissue. Recent technologies such as s...
Authors: Nicolò Rubattu, Gabriele Maroni, Giorgio Corani
arXiv
We describe our experience in developing a predictive model that placed high position in the BigDeal Challenge 2022, an energy competition of load and peak forecasting. We present a novel procedure fo...