19962020

Research output per year

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Research Output

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Conference paper
2020

Predicting Nitrogen Excretion of Dairy Cattle with Machine Learning

Mollenhorst, H., Bouzembrak, Y., de Haan, M., Marvin, H. J. P., Veerkamp, R. F. & Kamphuis, C., 5 Feb 2020, International Symposium on Environmental Software Systems (ISESS 2020): Environmental Software Systems. Data Science in Action. Wageningen: Springer, p. 132-138 (IFIP Advances in Information and Communication Technology ; vol. 554).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Real-Time Visualization of Methane Emission at Commercial Dairy Farms

Schokker, D., Mollenhorst, H., Seigers, G., De Haas, Y., Veerkamp, R. F. & Kamphuis, C., 29 Jan 2020, International Symposium on Environmental Software Systems (ISESS 2020): Environmental Software Systems. Data Science in Action. Wageningen: Springer, p. 194-200 (IFIP Advances in Information and Communication Technology ; vol. 554).

Research output: Chapter in Book/Report/Conference proceedingConference paper

2019

Machine learning to realize phosphate equilibrium at field level in dairy farming

Mollenhorst, H., De Haan, M. H. A., Oenema, J., Hoving-Bolink, A. H., Veerkamp, R. F. & Kamphuis, C., 26 Aug 2019, Precision Livestock Farming 2019: Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019. O'Brien, B., Hennessy, D. & Shalloo, L. (eds.). Teagasc, p. 41-44 4 p. (Precision Livestock Farming 2019 - Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Using a data lake in animal sciences

Schokker, D., Athanasiadis, I. N., Visser, B., Veerkamp, R. F. & Kamphuis, C., Aug 2019, Precision Livestock Farming 2019: Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019. O'Brien, B., Hennessy, D. & Shalloo, L. (eds.). p. 140-144 5 p. (Precision Livestock Farming 2019 - Papers Presented at the 9th European Conference on Precision Livestock Farming, ECPLF 2019).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Using a data lake stack in Animal Sciences

Schokker, D., Athanasiadis, I. N., Visser, B., Veerkamp, R. F. & Kamphuis, C., Aug 2019, p. 140-144. 5 p.

Research output: Contribution to conferenceConference paperAcademic

Open Access
2018

Assigning pigs to uniform target weight groups using machine learning

Alsahaf, A., Azzopardi, G., Ducro, B. J., Veerkamp, R. F. & Petkov, N., 11 Feb 2018, World Congress on Genetics Applied to Livestock Production. 1 ed. Vol. Species - Porcine. p. 112-112

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Early prediction of phenotypic survival to the second lactation in Dutch and Flemish Holstein heifers using genomic and phenotypic data

van der Heide, E. E. M., Veerkamp, R. F., Kamphuis, C. & Ducro, B. J., 11 Feb 2018, Proceedings of the 11th World Congress on Genetics Applied to Livestock Production: Volume Electronic Poster Session - Theory to Application 2. 6 p. 99

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genetic co-variance components within and among muscular, skeletal and functional traits differ among contrasting beef breeds

Doyle, J., Berry, D. P., Walsh, S. W., Veerkamp, R. F., Evans, R. D. & Carthy, T. R., 11 Feb 2018, World Congress on Genetics Applied to Livestock Production. IAVS / Massey University, Vol. 11. 8 p. 555

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genomic prediction across populations, using pre-selected markers and differential weight models

Raymond, B., Bouwman, A. C., Schrooten, C., Houwing-Duistermaat, J. J. & Veerkamp, R. F., 2018, Proceedings of the World Congress on Genetics Applied to Livestock Production: Volume methods and tools - models and computing strategies 2. Vol. 53. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genomic prediction of feed intake using predictor traits

Manzanilla Pech, C. I. V., Veerkamp, R. F., de Haas, Y., Calus, M. P. L. & ten Napel, J., 11 Feb 2018, Proceedings of the 11th World Congress on Genetics Applied to Livestock Production. 4 p. 114

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genomic selection and inbreeding and kinship in Dutch-Flemish Holstein Friesian cattle

Doekes, H. P., Veerkamp, R. F., Bijma, P., Hiemstra, S. J., Ursinus, W. W., van der Beek, S. & Windig, J. J., 2018, Proceedings of the 11th World Congress on Genetics Applied to Livestock Production: Volume Theory to Application 2. 5 p. 11.90

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Predicting slaughter weight in pigs with regression tree ensembles

Alsahaf, A., Azzopardi, G., Ducro, B., Veerkamp, R. F. & Petkov, N., Jan 2018, Applications of Intelligent Systems - Proceedings of the 1st International APPIS Conference 2018, APPIS 2018. Petkov, N., Strisciuglio, N. & Travieso-Gonzalez, C. M. (eds.). IOS Press, p. 1-9 (Frontiers in Artificial Intelligence and Applications; vol. 310).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Selection for low or high feed intake cows: genotype by environment interaction for milk yield, live weight and dry matter intake in dairy cows

Veerkamp, R. F., Schopen, G. & de Haas, Y., 11 Feb 2018, Proceedings of the World Congress on Genetics Applied to Livestock Production,. 8 p. 189

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Significance thresholds and genomic control for a GWAS using SNP panel or imputed whole genome sequence data of a pig population

van den Berg, S. J. P., Vandenplas, J., van Eeuwijk, F. A., Lopez, M. S. & Veerkamp, R. F., 11 Feb 2018, Proceedings of the World Congress on Genetics Applied to Livestock Production: Volume theory to application. Vol. 3. p. 994-994

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Towards routine estimation of breeding values using one million genotyped animals

ten Napel, J., Cromie, A., Schopen, G., Vandenplas, J. & Veerkamp, R. F., 11 Feb 2018, World Congress on Genetics Applied to Livestock Production. IAVS / Massey University

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Validation of genetic evaluation for longevity with a random regression model

van Pelt, M. L., de Jong, G. & Veerkamp, R. F., 11 Feb 2018, World Congress on Genetics Applied to Livestock Production. 1 ed. Vol. Volume Electronic Poster Session - Theory to Application. 6 p. 271

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2017

Traditional mixed linear modelling versus modern machine learning to estimate cow individual feed intake

Kamphuis, C., van Riel, J. W., Veerkamp, R. F. & de Mol, R. M., Sep 2017, Precision Livestock Farming '17: Papers presented at the 8th European Conference on Precision Livestock Farming. Berckmans, D. & Keita, A. (eds.). p. 366-376

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2015

Genetic aspects of feed efficiency

Veerkamp, R. F., 2015.

Research output: Contribution to conferenceConference paperAcademic

Genomic selection in animal breeding: a success story

Veerkamp, R. F., 2015, Book of abstracts EUCARPIA: 16th Meeting of EUCARPIA Section Biometrics for Plant Breeding. Wageningen: Eucarpia, p. 25-25

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Guidelines to measure individual feed intake of dairy cows for genomic and genetic evaluations

Veerkamp, R. F., de Haas, Y., Pryce, J., Coffey, M., Spurlock, D. & VandeHaar, M. J., 2015, Performance recording in the genotyped world. Kowalski, Z., Petreny, N., Burke, M., Bucek, P., Journaux, L., Coffey, M., Hunlun, C. & Radzio, D. (eds.). Rome: International Committee for Animal Recording, p. 191-198 (ICAR Technical Series; no. 19).

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2014

(A)cross-breed Genomic Prediction

Calus, M. P. L., Huang, H., Wientjes, Y. C. J., ten Napel, J., Bastiaansen, J. W. M., Price, M. D., Veerkamp, R. F., Vereijken, A. & Windig, J. J., 2014, p. 1-6.

Research output: Contribution to conferenceConference paperAcademic

Open Access

Breeding value for dry matter intake for Dutch bull based on DGV for DMI and BV for predictors

Veerkamp, R. F., Calus, M. P. L., de Jong, G., van der Linde, R. & de Haas, Y., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access

Consequences of Splitting Sequencing Effort over Multiple Breeds on Imputation Accuracy

Bouwman, A. C. & Veerkamp, R. F., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access

Estimation of genetic parameters and breeding values in honey bees

Brascamp, E. W., Veerkamp, R. F. & Bijma, P., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Functional cluster analysis of genome wide associations for energy balance for cows in experimental herds in four European countries

Tolkamp, A., Coffey, M. P., Wall, E., Berry, D. P., Strandberg, E. & Veerkamp, R. F., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access

Genetic analysis of longevity in Dutch dairy cattle using random regression

van Pelt, M. L. & Veerkamp, R. F., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Genetic and genomic solutions to improve feed efficiency and reduce environmental impact of dairy cattle

de Haas, Y., Pryce, J. E., Berry, D. P. & Veerkamp, R. F., 2014. 5 p.

Research output: Contribution to conferenceConference paperAcademic

Open Access

Genetic Architecture and Biological Basis of Feed Efficiency in Dairy Cattle

Spurlock, D. M., Tempelman, R., Weigel, K., Veerkamp, R. F. & de Haas, Y., 2014.

Research output: Contribution to conferenceConference paperAcademic

Open Access

Genetic Parameters and Accuracy of recording Dry Matter Intake in first parity Holstein-Friesian cows

Manzanilla Pech, C. I. V., Veerkamp, R. F., Calus, M. P. L., Pryce, J. E. & de Haas, Y., 2014.

Research output: Contribution to conferenceConference paperAcademic

Open Access

Genetic Parameters for Endocrine Fertility Traits from In-line Milk Progesterone Records in Dairy Cows

Tenghe, A. M. M., Bouwman, A. C., Berglund, B., Strandberg, E. & Veerkamp, R. F., 2014, Proceedings, 10th World Congress of Genetics Applied to Livestock Production. p. 151

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genetic parameters of atypical progesterone profiles in Holstein-Friesian Cows using data from Four European Experimental research herds

Nyman, S., Johansson, K., de Koning, D. J., Berry, D. P., Veerkamp, R. F. & Berglund, B., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access

Genetics and genomics of fertility in dairy cows

Veerkamp, R. F., Tenghe, A. M. M., Kaal, L. M. T. E. & Bouwman, A. C., 2014, Proceedings of the Nottingham Cattle Fertility Conference 2014. p. 25-30

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genomic prediction from whole genome sequence in Livestock: 1000 bull genomics project

Hayes, B. J., MacLeod, A., Daetwyler, H. D., Veerkamp, R. F., Tassell, C., Gredler, B., Druet, T., Bagnato, A., Vilkki, J. & de Koning, D. J., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Genomic predictions for dry matter intake using the international reference population of gDMI

de Haas, Y., Pryce, J. E., Calus, M. P. L., Hulsegge, B., Spurlock, D. M., Berry, D. P., Wall, E., Lovendahl, P., Weigel, K., MacDonald, K., Miglior, F., Krattenmacher, N. & Veerkamp, R. F., 2014, Proceedings of the The 2014 Interbull Meeting. Vol. 48. p. 94-99

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Genomic Prediction with 12.5 Million SNPs for 5503 Holstein Friesian Bulls

van Binsbergen, R., Calus, M. P. L., Bink, M. C. A. M., Schrooten, C., van Eeuwijk, F. A. & Veerkamp, R. F., 2014.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access

Simultaneous deregression of cow and bull breeding values

Calus, M. P. L., Schopen, G. C. B. & Veerkamp, R. F., 2014, Proceedings of the Interbull Meeting. Vol. 48. p. 63-67

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
2013

1000 Bull Genomes - Toward genomic Selectionf from whole genome sequence Data in Dairy and Beef Cattle

Hayes, B., Daetwyler, H. D., Fries, R., Guldbrandtsen, B., Mogens Sando Lund, M., Didier A. Boichard, D. A., Stothard, P., Veerkamp, R. F., Hulsegge, B., Rocha, D., Tassell, C., Mullaart, E., Gredler, B., Druet, T., Bagnato, A., Goddard, M. E. & Chamberlain, H. L., 2013.

Research output: Contribution to conferenceConference paperAcademic

Economics of using genomic selection at the farm level

Calus, M. P. L., Bijma, P., van Arendonk, J. A. M. & Veerkamp, R. F., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, 26-30 August 2013, Nantes, France. Wageningen Academic Publishers, Vol. 19. p. 184-184

Research output: Chapter in Book/Report/Conference proceedingConference paper

Efficiency of BLUP genomic prediction models that use pre-computed SNP variances

Veerkamp, R. F., Calus, M. P. L. & Schrooten, C., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, Vol. 19. p. 453-453

Research output: Chapter in Book/Report/Conference proceedingConference paper

Generating large scale on-farm methane measurements in exhaled air of individual cows

de Haas, Y., van Riel, J. W., Ogink, N. W. M. & Veerkamp, R. F., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, 26-30 August, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, p. 622-622

Research output: Chapter in Book/Report/Conference proceedingConference paper

Genetic parameters across lactation for dry matter intake and milk yield in Holstein cattle

Manzanilla Pech, C. I. V., Veerkamp, R. F., Pryce, J., Calus, M. P. L. & de Haas, Y., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, Vol. 19. p. 624-624

Research output: Chapter in Book/Report/Conference proceedingConference paper

Genotype imputation accuracy in Holstein Friesian cattle in case of whole-genome sequence data

van Binsbergen, R., Bink, M. C. A. M., Calus, M. P. L., van Eeuwijk, F. A., Hayes, B. J., Hulsegge, B. & Veerkamp, R. F., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, Vol. 19. p. 225-225

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

Global efforts to Understand the Genetics of Feed Efficiency

Veerkamp, R. F., Tempelman, R., de Haas, Y., Pryce, J. & Berry, D. P., 2013.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Imputation of non-genotyped individuals based on genotyped relatives: a real case scenario

Bouwman, A. C., Hickey, J. M., Calus, M. P. L. & Veerkamp, R. F., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, Vol. 19. p. 605-605

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access

International genetic evaluations for feed intake in dairy cattle

Berry, D. P., Coffey, M. P., Pryce, J., de Haas, Y., Lovendahl, P., Thaller, G., Crowley, J., Spurlock, D. M., Weigel, K., MacDonald, K. & Veerkamp, R. F., 2013, 47th Proceedings of the 2013 Interbull meeting. Nantes: Interbull, p. 52-57

Research output: Chapter in Book/Report/Conference proceedingConference paper

Predicting lifespan of dairy cows: phenotypic and genetic change during life

van Pelt, M. L., Veerkamp, R. F. & de Jong, G., 2013, Book of Abstracts of the 64th Annual meeting of the European Association for Animal Production (No. 19) 2013. Nantes: Wageningen Academic Publishers, Vol. 19. p. 530

Research output: Chapter in Book/Report/Conference proceedingConference paper

Quantitative methods in genomics and animal breeding

Calus, M. P. L., Wientjes, Y. C. J. & Veerkamp, R. F., 2013.

Research output: Contribution to conferenceConference paperAcademic

Open Access

Required increase in training set to keep accuracy of genomic selection constant across generations

Pszczola, M. J., Strabel, T., Veerkamp, R. F., Mulder, H. A., van Arendonk, J. A. M. & Calus, M. P. L., 2013, Book of Abstracts of the 64th Annual Meeting of the European Federation of Animal Science, Nantes, France 26-30 August 2013. Wageningen Academic Publishers, Vol. 19. p. 605-605

Research output: Chapter in Book/Report/Conference proceedingConference paper

Selection on Feed intake or Feed Efficiency: A Position Paper from gDMI Breeding Goal Discussions

Veerkamp, R. F., Pryce, J., Spurlock, D. M., Berry, D. P., Coffey, M., Lovendahl, P., van der Linde, R., Bryant, J. M., Migliore, G., Wang, Z., Winters, M., Krattenmacher, N. & de Haas, Y., 2013, Interbull Bulletin nr 47. Nantes, Vol. 2013. p. 15-22

Research output: Chapter in Book/Report/Conference proceedingConference paper

2012

1000 Bull Genomes Consortium Project

Hayes, B. J., Fries, R., Lund, M. S., Boichard, D. A., Stothard, P., Veerkamp, R. F., Tassell, C., Anderson, C. L., Hulsegge, B., Guldbrandtsen, B., Rocha, D., Hinirichs, D., Bagnato, A., Georges, M., Spelman, R. J., Reecy, J. M., Archibald, A. L., Goddard, M. E. & Gredler, B., 2012, Plant and Animal Genome XX Conference, San Diego, CA, USA, 14-18 January 2012. W139

Research output: Chapter in Book/Report/Conference proceedingConference paper