{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T04:03:13Z","timestamp":1782792193155,"version":"3.54.5"},"reference-count":31,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/100012331","name":"Agentschap Innoveren en Ondernemen","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100012331","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003130","name":"Fonds Wetenschappelijk Onderzoek","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003130","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Research in Veterinary Science"],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1016\/j.rvsc.2017.10.005","type":"journal-article","created":{"date-parts":[[2017,10,31]],"date-time":"2017-10-31T14:32:10Z","timestamp":1509460330000},"page":"425-433","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":97,"special_numbering":"C","title":["On the use of on-cow accelerometers for the classification of behaviours in dairy barns"],"prefix":"10.1016","volume":"125","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7962-6900","authenticated-orcid":false,"given":"Said","family":"Benaissa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frank A.M.","family":"Tuyttens","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Plets","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toon","family":"de Pessemier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jens","family":"Trogh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emmeric","family":"Tanghe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luc","family":"Martens","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leen","family":"Vandaele","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Annelies","family":"Van Nuffel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wout","family":"Joseph","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bart","family":"Sonck","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.rvsc.2017.10.005_bb0005","series-title":"Activity Recognition Using Inertial Sensing for Healthcare, Wellbeing and Sports Applications: A Survey. Archit. Comput. Syst. (ARCS), 2010 23rd Int. Conf","first-page":"1","author":"Avci","year":"2010"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0305","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1016\/j.compag.2016.07.026","article-title":"Experimental characterisation of the off-body wireless channel at 2.4GHz for dairy cows in barns and pastures","volume":"127","author":"Benaissa","year":"2016","journal-title":"Comput. Electron. Agric."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0310","doi-asserted-by":"crossref","first-page":"4848","DOI":"10.1109\/TAP.2016.2606571","article-title":"Characterization of the on-body path loss at 2.45GHz and energy efficient WBAN design for dairy cows","volume":"11","author":"Benaissa","year":"2016","journal-title":"IEEE Trans. Antennas Propag."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0010","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0088609","article-title":"Love thy neighbour: automatic animal behavioural classification of acceleration data using the k-nearest neighbour algorithm","volume":"9","author":"Bidder","year":"2014","journal-title":"PLoS One"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0015","article-title":"Pattern recognition and machine learning","author":"Bishop","year":"2006","journal-title":"Pattern Recogn."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0020","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.rvsc.2015.05.001","article-title":"Eating and rumination activity in 10 cows over 10 days","volume":"101","author":"Braun","year":"2015","journal-title":"Res. Vet. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0025","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1006\/jmps.1999.1279","article-title":"Cross-validation methods","volume":"44","author":"Browne","year":"2000","journal-title":"J. Math. Psychol."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0030","doi-asserted-by":"crossref","first-page":"2895","DOI":"10.3168\/jds.2010-3882","article-title":"Measurement of acceleration while walking as an automated method for gait assessment in dairy cattle","volume":"94","author":"Chapinal","year":"2011","journal-title":"J. Dairy Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0035","doi-asserted-by":"crossref","first-page":"853","DOI":"10.1007\/0-387-25465-X_40","article-title":"Data mining for imbalanced datasets: an overview","author":"Chawla","year":"2005","journal-title":"Data Min. Knowl. Discov. Handb."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0040","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.neuroimage.2010.11.002","article-title":"Performance comparison of machine learning algorithms and number of independent components used in fMRI decoding of belief vs. disbelief","volume":"56","author":"Douglas","year":"2011","journal-title":"NeuroImage"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0045","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.compag.2014.12.002","article-title":"Dynamic cattle behavioural classification using supervised ensemble classifiers","volume":"111","author":"Dutta","year":"2015","journal-title":"Comput. Electron. Agric."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0050","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1111\/j.2041-210X.2010.00057.x","article-title":"Making overall dynamic body acceleration work: on the theory of acceleration as a proxy for energy expenditure","volume":"2","author":"Gleiss","year":"2011","journal-title":"Methods Ecol. Evol."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0055","doi-asserted-by":"crossref","first-page":"2336","DOI":"10.1890\/11-2241.1","article-title":"Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions","volume":"93","author":"Langrock","year":"2012","journal-title":"Ecology"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0060","doi-asserted-by":"crossref","first-page":"5129","DOI":"10.3168\/jds.2009-2945","article-title":"Evaluation of data loggers, sampling intervals, and editing techniques for measuring the lying behavior of dairy cattle","volume":"93","author":"Ledgerwood","year":"2010","journal-title":"J. Dairy Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0065","series-title":"2012 IEEE International Symposium on Workload Characterization (IISWC)","first-page":"25","article-title":"Wireless body area networks: where does energy go?","author":"Lee","year":"2012"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0070","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1016\/j.applanim.2009.03.005","article-title":"Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines","volume":"119","author":"Martiskainen","year":"2009","journal-title":"Appl. Anim. Behav. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0075","doi-asserted-by":"crossref","first-page":"01","DOI":"10.1016\/j.rvsc.2016.10.003","article-title":"Daily lying time, motion index and step frequency in dairy cows change throughout lactation","volume":"110","author":"Maselyne","year":"2017","journal-title":"Res. Vet. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0080","doi-asserted-by":"crossref","first-page":"4899","DOI":"10.2527\/jas.2012-5554","article-title":"Methodology for quantifying the behavioral activity of dairy cows in freestall barns","volume":"91","author":"Mattachini","year":"2013","journal-title":"J. Anim. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0085","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1186\/2050-3385-2-5","article-title":"Tri-axial accelerometers quantify behaviour in the Eurasian badger (Meles meles): towards an automated interpretation of field data","volume":"2","author":"McClune","year":"2014","journal-title":"Anim. Biotelemetry"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0090","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1016\/j.applanim.2009.04.008","article-title":"Use of a tri-axial accelerometer for automated recording and classification of goats' grazing behaviour","volume":"119","author":"Moreau","year":"2009","journal-title":"Appl. Anim. Behav. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0095","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/S0168-1591(03)00141-2","article-title":"A new method to measure behavioural activity levels in dairy cows","volume":"83","author":"M\u00fcller","year":"2003","journal-title":"Appl. Anim. Behav. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0100","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.applanim.2013.09.001","article-title":"Automatic registration of grazing behaviour in dairy cows using 3D activity loggers","volume":"148","author":"Nielsen","year":"2013","journal-title":"Appl. Anim. Behav. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0105","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.rvsc.2010.12.011","article-title":"A comparison of daily total locomotor activity between the lactation and the dry period in dairy cattle","volume":"91","author":"Piccione","year":"2011","journal-title":"Res. Vet. Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0110","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0031187","article-title":"Tri-axial dynamic acceleration as a proxy for animal energy expenditure; should we be summing values or calculating the vector?","volume":"7","author":"Qasem","year":"2012","journal-title":"PLoS One"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0115","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1186\/s40462-014-0027-0","article-title":"AcceleRater: a web application for supervised learning of behavioral modes from acceleration measurements","volume":"2","author":"Resheff","year":"2014","journal-title":"Mov. Ecol."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0120","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1016\/j.compag.2009.03.002","article-title":"Evaluation of three-dimensional accelerometers to monitor and classify behavior patterns in cattle","volume":"67","author":"Robert","year":"2009","journal-title":"Comput. Electron. Agric."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0125","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1159\/000078939","article-title":"Automatic monitoring of primate locomotor behaviour using accelerometers","volume":"75","author":"Sellers","year":"2004","journal-title":"Folia Primatol."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0130","doi-asserted-by":"crossref","first-page":"2889","DOI":"10.3168\/jds.S0022-0302(04)73419-0","article-title":"Bedding on geotextile mattresses: how much is needed to improve cow comfort?","volume":"87","author":"Tucker","year":"2004","journal-title":"J. Dairy Sci."},{"key":"10.1016\/j.rvsc.2017.10.005_bb0135","article-title":"Lameness detection in dairy cows: part 2. Use of sensors to automatically register changes in locomotion or behavior","author":"Van Nuffel","year":"2015","journal-title":"Animals"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0140","doi-asserted-by":"crossref","DOI":"10.1186\/s40317-015-0045-8","article-title":"Classification of behaviour in housed dairy cows using an accelerometer-based activity monitoring system","volume":"3","author":"V\u00e1zquez Diosdado","year":"2015","journal-title":"Anim. Biotelemetry"},{"key":"10.1016\/j.rvsc.2017.10.005_bb0145","series-title":"2005 Int. Conf. Neural Networks Brain","first-page":"1212","article-title":"Human activity recognition with user-free accelerometers in the sensor networks","volume":"2","author":"Wang","year":"2005"}],"container-title":["Research in Veterinary Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S003452881730423X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S003452881730423X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,22]],"date-time":"2025-09-22T04:22:39Z","timestamp":1758514959000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S003452881730423X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":31,"alternative-id":["S003452881730423X"],"URL":"https:\/\/doi.org\/10.1016\/j.rvsc.2017.10.005","relation":{},"ISSN":["0034-5288"],"issn-type":[{"value":"0034-5288","type":"print"}],"subject":[],"published":{"date-parts":[[2019,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"On the use of on-cow accelerometers for the classification of behaviours in dairy barns","name":"articletitle","label":"Article Title"},{"value":"Research in Veterinary Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.rvsc.2017.10.005","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2017 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}