Georgios Sermpinis
Economics and Econometrics · 2012–2020
A researcher in the Science corpus: 6 papers; trusts 18 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Economics and Econometrics — 254 citations into it; #12,611 of 23,481 by trust here, #17,969 by citations
- Management Science and Operations Research — 216 citations into it; #6,214 of 11,946 by trust here, #4,430 by citations
- Finance — 139 citations into it; #5,194 of 10,518 by trust here, #5,938 by citations
- Statistics and Probability — 103 citations into it
- Artificial Intelligence — 90 citations into it
- Signal Processing — 43 citations into it
- Computer Vision and Pattern Recognition — 22 citations into it
- Control and Systems Engineering — 17 citations into it
Whom Georgios Sermpinis trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John R. Koza
- Vladimir Naumovich Vapni
- P. R. Hansen
- Nicolas Huck
- Ming Yuan
- Alex Smola
- Philippe Bacchetta
- Mark J. Flannery
- Amélie Charles
- David S. Broomhead
Who trusts Georgios Sermpinis overall
Papers from Georgios Sermpinis's perspective
Ordered by how strongly the researchers Georgios Sermpinis trusts endorse each paper. Same corpus, a different order for every researcher.
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Regression Shrinkage and Selection via the Lasso
- Estimating the Dimension of a Model
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Bagging Predictors
- Random Forests
- The Elements of Statistical Learning
- A Reality Check for Data Snooping
- Pattern Recognition and Machine Learning
- ImageNet classification with deep convolutional neural networks
Their papers
- Forecasting and trading the EUR/USD exchange rate with Gene Expression and Psi Sigma Neural Networks (2012) — 59 citations
- Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage (2012) — 99 citations
- Stochastic and genetic neural network combinations in trading and hybrid time-varying leverage effects (2014) — 24 citations
- Modelling and trading the U.S. implied volatility indices. Evidence from the VIX, VXN and VXD indices (2016) — 46 citations
- Forecasting: theory and practice (2020) — 551 citations
- Forecasting foreign exchange rates with adaptive neural networks using radial-basis functions and Particle Swarm Optimization (2013) — 181 citations