Roman M. Balabin

Analytical Chemistry · 2007–2011

A researcher in the Science corpus: 5 papers; trusts 4 researchers and is trusted by 16 researchers here, as inferred from the citation graph.

Subfields

• Analytical Chemistry — 8 citations into it; #496 of 1,254 by trust here, #570 by citations
• Model Architectures — 5 citations into it

Whom Roman M. Balabin trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Eric R. Ziegel
2. Kurt Hornik
3. Simon S. Haykin
4. Larry A. Curtiss
5. Vera Kurková
6. Ekaterina I. Lomakina
7. Ravilya Z. Safieva

Who trusts Roman M. Balabin overall

1. J. C. L. Alves
2. Edward O. Pyzer-Knapp
3. Ming Jing
4. J. Behler
5. Grgoire Montavon
6. Pavlo O. Dral
7. Ekaterina I. Lomakina
8. C. B. Henriques
9. Matthias Rupp 
10. Changwon Suh

Papers from Roman M. Balabin's perspective

Ordered by how strongly the researchers Roman M. Balabin trusts endorse each paper. Same corpus, a different order for every researcher.

1. Neural Networks: A Comprehensive Foundation
2. Tsukuba Meeting: Largest Attendance Ever (Technometrics)
3. Generalized Linear Models
4. Applied Logistic Regression (Technometrics)
5. Projection Pursuit Regression
6. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
7. The Nature of Statistical Learning Theory
8. An introduction to computing with neural nets
9. Optimal unsupervised learning in a single-layer linear feedforward neural network
10. Applied Statistics and Probability for Engineers (Technometrics)

Their papers

• Neural network approach to quantum-chemistry data: accurate prediction of density functional theory energies. (2009) — 162 citations
• Near-infrared (NIR) spectroscopy for motor oil classification: From discriminant analysis to support vector machines (2011) — 119 citations
• Support vector machine regression (LS-SVM)--an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data? (2011) — 185 citations
• Wavelet neural network (WNN) approach for calibration model building based on gasoline near infrared (NIR) spectra (2008) — 126 citations
• Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction (2007) — 239 citations