Independence Day 2020 ML Hackathon
Janatahack: Independence Day 2020 ML Hackathon
@kaggle.sureshmecad_independence_day_2020_ml_hackathon
Train
@kaggle.sureshmecad_independence_day_2020_ml_hackathon.train
- 13.12 MB
- 20972 rows
- 9 columns
idID | titleTITLE | abstractABSTRACT | computer_scienceComputer Science | physicsPhysics | mathematicsMathematics | statisticsStatistics | quantitative_biologyQuantitative Biology | quantitative_financeQuantitative Finance |
|---|---|---|---|---|---|---|---|---|
| 1 | Reconstructing Subject-Specific Effect Maps | Predictive models allow subject-specific inference when analyzing disease related alterations in neuroimaging data. Given a subject's data, inference can be made at two levels: global, i.e. identifiying condition presence for the subject, and local, i.e. detecting condition effect on each individu… | 1 | |||||
| 2 | Rotation Invariance Neural Network | Rotation invariance and translation invariance have great values in image recognition tasks. In this paper, we bring a new architecture in convolutional neural network (CNN) named cyclic convolutional layer to achieve rotation invariance in 2-D symbol recognition. We can also get the position and … | 1 | |||||
| 3 | Spherical polyharmonics and Poisson kernels for polyharmonic functions | We introduce and develop the notion of spherical polyharmonics, which are a natural generalisation of spherical harmonics. In particular we study the theory of zonal polyharmonics, which allows us, analogously to zonal harmonics, to construct Poisson kernels for polyharmonic functions on the union… | 1 | |||||
| 4 | A finite element approximation for the stochastic Maxwell--Landau--Lifshitz--Gilbert system | The stochastic Landau--Lifshitz--Gilbert (LLG) equation coupled with the Maxwell equations (the so called stochastic MLLG system) describes the creation of domain walls and vortices (fundamental objects for the novel nanostructured magnetic memories). We first reformulate the stochastic LLG equati… | 1 | |||||
| 5 | Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants | Fourier-transform infra-red (FTIR) spectra of samples from 7 plant species were used to explore the influence of preprocessing and feature extraction on efficiency of machine learning algorithms. Wavelet Tensor Train (WTT) and Discrete Wavelet Transforms (DWT) were compared as feature extraction t… | 1 | 1 | ||||
| 6 | On maximizing the fundamental frequency of the complement of an obstacle | Let $\Omega \subset \mathbb{R}^n$ be a bounded domain satisfying a Hayman-type asymmetry condition, and let $ D $ be an arbitrary bounded domain referred to as "obstacle". We are interested in the behaviour of the first Dirichlet eigenvalue $ \lambda_1(\Omega \setminus (x+D)) $. First, we prove an… | 1 | |||||
| 7 | On the rotation period and shape of the hyperbolic asteroid 1I/`Oumuamua (2017) U1 from its lightcurve | We observed the newly discovered hyperbolic minor planet 1I/`Oumuamua (2017 U1) on 2017 October 30 with Lowell Observatory's 4.3-m Discovery Channel Telescope. From these observations, we derived a partial lightcurve with peak-to-trough amplitude of at least 1.2 mag. This lightcurve segment rules … | 1 | |||||
| 8 | Adverse effects of polymer coating on heat transport at solid-liquid interface | The ability of metallic nanoparticles to supply heat to a liquid environment under exposure to an external optical field has attracted growing interest for biomedical applications. Controlling the thermal transport properties at a solid-liquid interface then appears to be particularly relevant. In… | 1 | |||||
| 9 | SPH calculations of Mars-scale collisions: the role of the Equation of State, material rheologies, and numerical effects | We model large-scale ($\approx$2000km) impacts on a Mars-like planet using a Smoothed Particle Hydrodynamics code. The effects of material strength and of using different Equations of State on the post-impact material and temperature distributions are investigated. The properties of the ejected ma… | 1 | |||||
| 10 | $\mathcal{R}_{0}$ fails to predict the outbreak potential in the presence of natural-boosting immunity | Time varying susceptibility of host at individual level due to waning and boosting immunity is known to induce rich long-term behavior of disease transmission dynamics. Meanwhile, the impact of the time varying heterogeneity of host susceptibility on the shot-term behavior of epidemics is not well… | 1 |
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