HARALD MARTENS

About HARALD MARTENS

HARALD MARTENS, With an exceptional h-index of 63 and a recent h-index of 33 (since 2020), a distinguished researcher at Norges teknisk-naturvitenskaplige universitet, specializes in the field of multivariate data modelling, interpretable machine learning with an eye for the physics, math anxiety.

His recent articles reflect a diverse array of research interests and contributions to the field:

General Effect Modelling (GEM)--Part 2. Multivariate GEM applied to gene expression data of type 2 diabetes detects information that is lost by univariate validation

Causality, machine learning and human insight

Corrigendum: Hyperspectral Video Analysis by Motion and Intensity Preprocessing and Subspace Autoencoding

Hyperspectral Video Analysis by Motion and Intensity Preprocessing and Subspace Autoencoding

Interpretable machine learning with an eye for the physics: Hyperspectral Vis/NIR “video” of drying wood analyzed by hybrid subspace modeling

Metamodeling of the electrical conditions in submerged arc furnaces

Understanding the root cause (s) of nonlinearities in near infrared spectroscopy

4.16-Fast Analysis, Processing and Modeling of Hyperspectral Videos: Challenges and Possible Solutions

HARALD MARTENS Information

University

Position

prof. emerit. chemometrics multivariate metamodelling .

Citations(all)

26832

Citations(since 2020)

4811

Cited By

25786

hIndex(all)

63

hIndex(since 2020)

33

i10Index(all)

158

i10Index(since 2020)

65

Email

University Profile Page

Norges teknisk-naturvitenskaplige universitet

Google Scholar

View Google Scholar Profile

HARALD MARTENS Skills & Research Interests

multivariate data modelling

interpretable machine learning with an eye for the physics

math anxiety

Top articles of HARALD MARTENS

Title

Journal

Author(s)

Publication Date

General Effect Modelling (GEM)--Part 2. Multivariate GEM applied to gene expression data of type 2 diabetes detects information that is lost by univariate validation

arXiv preprint arXiv:2404.03029

Ellen Færgestad Mosleth

Simon Erling Nitter Dankel

Gunnar Mellgren

Francisco Martin Barajas Olmos

Lorena Sofia Orozco

...

2024/4/3

Causality, machine learning and human insight

Harald Martens

2023/8/9

Corrigendum: Hyperspectral Video Analysis by Motion and Intensity Preprocessing and Subspace Autoencoding

Frontiers in Chemistry

Raffaele Vitale

Cyril Ruckebusch

Ingunn Burud

Harald Martens

2022/5/18

Hyperspectral Video Analysis by Motion and Intensity Preprocessing and Subspace Autoencoding

Frontiers in Chemistry

Raffaele Vitale

Cyril Ruckebusch

Ingunn Burud

Harald Martens

2022/3/15

Interpretable machine learning with an eye for the physics: Hyperspectral Vis/NIR “video” of drying wood analyzed by hybrid subspace modeling

NIR news

Harald Martens

2021/12

Metamodeling of the electrical conditions in submerged arc furnaces

Metallurgical and Materials Transactions B

Manuel Sparta

Damiano Varagnolo

Kristian Stråbø

Svenn Anton Halvorsen

Egil Vålandsmyr Herland

...

2021/6

Understanding the root cause (s) of nonlinearities in near infrared spectroscopy

NIR news

Harald Martens

2021/3

4.16-Fast Analysis, Processing and Modeling of Hyperspectral Videos: Challenges and Possible Solutions

Raffaele Vitale

Petter Stefansson

Federico Marini

Cyril Ruckebusch

Ingunn Burud

...

2020

Analysis of Megavariate Data in Functional Omics

Comprehensive Chemometrics 2nd Edition

Ellen Færgestad Mosleth

Anette McLeod

Ida Rud

Lars Axelsson

Lars Erik Solberg

...

2020

Multivariate image fusion: A pipeline for hyperspectral data enhancement

Chemometrics and Intelligent Laboratory Systems

João Fortuna

Harald Martens

Tor Arne Johansen

2020/10/15

Quantitative trait loci affecting fatty acid composition in milk

2020/10/1

See List of Professors in HARALD MARTENS University(Norges teknisk-naturvitenskaplige universitet)