Author

Berthold Lausen

Professor of Data Science, Department of Mathematical Sciences, University of Essex, UK - Cited by 7,820 - artificial intelligence - biostatistics - classification - data science - machine learning

Biography

Berthold Lausen joined the Department of Mathematical Sciences at the University of Essex. He has 34 years of experience as medical and trial statistician and data scientist. He contributed to the first conference of the International Federation of Classification Societies (IFCS) in 1987 with a cutting-edge proposal of a three-objects variance estimator and parametric bootstrap to evaluate the confidence and stability of estimated phylogenies with DNA-DNA hybridisation data.
Title
Cited by
Year
Skeletal maturation, fundamental motor skills and motor coordination in children 7–10 years
DL Freitas, B Lausen, JA Maia, J Lefevre, ÉR Gouveia, M Thomis, ...Journal of sports sciences 33 (9), 924-934, 2015201
117
2015
Ensemble of a subset of kNN classifiers
A Gul, A Perperoglou, Z Khan, O Mahmoud, M Miftahuddin, W Adler, ...Advances in Data Analysis and Classification, 2016201
99
2016
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score
O Mahmoud, A Harrison, A Perperoglou, A Gul, Z Khan, MV Metodiev, ...BMC bioinformatics 15 (1), 1-20, 2014201
51
2014
Recovery of deep-water megafaunal assemblages from hydrocarbon drilling disturbance in the Faroe− Shetland Channel
DOB Jones, AR Gates, B LausenMarine Ecology Progress Series 461, 71-82, 2012201
51
2012
Ensemble of optimal trees, random forest and random projection ensemble classification
Z Khan, A Gul, A Perperoglou, M Miftahuddin, O Mahmoud, W Adler, ...Advances in Data Analysis and Classification 14, 97-116, 2020202
49
2020
Skeletal maturation, body size, and motor coordination in youth 11–14 years
DL Freitas, B Lausen, JAR Maia, ÉR Gouveia, M Thomis, J Lefevre, ...Medicine & Science in Sports & Exercise 48 (6), 1129-1135, 2016201
44
2016
Quantitative proteome profiling of lymph node‐positive vs. ‐negative colorectal carcinomas pinpoints MX1 as a marker for lymph node metastasis
RS Croner, M Stürzl, TT Rau, G Metodieva, CI Geppert, E Naschberger, ...International journal of cancer 135 (12), 2878-2886, 2014201
39
2014
Skeletal maturation, fundamental motor skills, and motor performance in preschool children
DL Freitas, B Lausen, JA Maia, ÉR Gouveia, AM Antunes, M Thomis, ...Scandinavian journal of medicine & science in sports (11), 2358-2368, 2018201
28
2018
Structural proteins of Kaposi’s sarcoma-associated herpesvirus antagonize p53-mediated apoptosis
P Chudasama, A Konrad, R Jochmann, B Lausen, P Holz, E Naschberger, ...Oncogene 34 (5), 639-649, 2015201
23
2015
An ensemble of optimal trees for class membership probability estimation
Z Khan, A Gul, O Mahmoud, M Miftahuddin, A Perperoglou, W Adler, ...Analysis of Large and Complex Data, 395-409, 2016201
21
2016
Optimal trees selection for classification via out-of-bag assessment and sub-bagging
Z Khan, N Gul, N Faiz, A Gul, W Adler, B LausenIEEE Access 9, 28591-28607, 2021202
19
2021
Data Science, Learning by Latent Structures, and Knowledge Discovery
B Lausen, S Krolak-Schwerdt, M BöhmerSpringer, 2015201
10
2015
propOverlap: feature (gene) selection based on the proportional overlapping scores. R package version 1.0
O Mahmoud, A Harrison, A Perperoglou, A Gul, Z Khan, B LausenBioMed Central, London, UK, Tech. Rep, 2014201
7
2014
Ensemble pruning for glaucoma detection in an unbalanced data set
W Adler, O Gefeller, A Gul, FK Horn, Z Khan, B LausenMethods of Information in Medicine (06), 7-63, 2016201
5
2016
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation
A Gul, Z Khan, A Perperoglou, O Mahmoud, M Miftahuddin, W Adler, ...Analysis of large and complex data, 11-21, 2016201
4
2016
Algorithms from and for Nature and Life
B Lausen, D Van den Poel, A UltschSpringer, New York, 2013201
4
2013
Decreased usage of specific scrib exons defines a more malignant phenotype of breast cancer with worsened survival
G Metodieva, S Adoki, B Lausen, MV MetodievEBioMedicine 8, 150-158, 2016201
3
2016
Exact change point detection with improved power in small‐sample binomial sequences
D Ellenberger, B Lausen, T FriedeBiometrical Journal 6 (), 558-574, 2021202
3
2021
Minimizing redundancy among genes selected based on the overlapping analysis
O Mahmoud, A Harrison, A Gul, Z Khan, MV Metodiev, B LausenAnalysis of Large and Complex Data, 75-85, 01601
2
2016
An ensemble of optimal trees for classification and regression (OTE)
Z Khan, A Gul, A Perperoglou, M Miftahuddin, O Mahmoud, W Adler, ...Elsevier, 01601
2
2016

Referred From: https://scholar.google.co.uk/citations?user=Pg4OjGUAAAAJ&hl=en

Cited by
Citations 7820
h-index 43
i10-index 73
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