| Image feature extraction for classification of aggressive interactions among pigs S Viazzi, G Ismayilova, M Oczak, LT Sonoda, M Fels, M Guarino, ... Computers and Electronics in Agriculture 104, 57-62, 2014 | 146 | 2014 |
| Tail Biting in pigs—Causes and management intervention strategies to reduce the behavioural disorder. A review LT Sonoda, M Fels, M Oczak, E Vranken, G Ismayilova, M Guarino, ... Berl Munch Tierarztl Wochenschr 126 (3-4), 104-12, 2013 | 98 | 2013 |
| A computer vision-based method for spatial-temporal action recognition of tail-biting behaviour in group-housed pigs D Liu, M Oczak, K Maschat, J Baumgartner, B Pletzer, D He, T Norton Biosystems Engineering 195, 27-41, 2020 | 95 | 2020 |
| Classification of aggressive behaviour in pigs by activity index and multilayer feed forward neural network M Oczak, S Viazzi, G Ismayilova, LT Sonoda, N Roulston, M Fels, C Bahr, ... Biosystems Engineering 119, 89-97, 2014 | 94 | 2014 |
| Analysis of aggressive behaviours of pigs by automatic video recordings M Oczak, G Ismayilova, A Costa, S Viazzi, LT Sonoda, M Fels, C Bahr, ... Computers and electronics in agriculture 99, 209-217, 2013 | 70 | 2013 |
| Classification of nest-building behaviour in non-crated farrowing sows on the basis of accelerometer data M Oczak, K Maschat, D Berckmans, E Vranken, J Baumgartner Biosystems Engineering 140, 48-58, 2015 | 53 | 2015 |
| A computer vision approach for recognition of the engagement of pigs with different enrichment objects C Chen, W Zhu, M Oczak, K Maschat, J Baumgartner, MLV Larsen, ... Computers and Electronics in Agriculture 175, 105580, 2020 | 42 | 2020 |
| Automatic estimation of number of piglets in a pen during farrowing, using image analysis M Oczak, K Maschat, D Berckmans, E Vranken, J Baumgartner Biosystems Engineering 151, 81-89, 2016 | 40 | 2016 |
| Can an automated labelling method based on accelerometer data replace a human labeller?–Postural profile of farrowing sows M Oczak, K Maschat, D Berckmans, E Vranken, J Baumgartner Computers and electronics in agriculture 127, 168-175, 2016 | 25 | 2016 |
| Dynamics of sows’ activity housed in farrowing pens with possibility of temporary crating might indicate the time when sows should be confined in a crate before the onset of … M Oczak, K Maschat, J Baumgartner Animals 10 (1), 6, 2019 | 24 | 2019 |
| An ear-attached accelerometer as an on-farm device to predict the onset of calving in dairy cows S Krieger, M Oczak, L Lidauer, A Berger, F Kickinger, M Öhlschuster, ... Biosystems engineering 184, 190-199, 2019 | 23 | 2019 |
| A PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sows M Wang, M Larsen, F Bayer, K Maschat, J Baumgartner, JL Rault, ... Computers and Electronics in Agriculture 189, 106351, 2021 | 18 | 2021 |
| Comparison of the automated monitoring of the sow activity in farrowing pens using video and accelerometer data M Oczak, F Bayer, S Vetter, K Maschat, J Baumgartner Computers and Electronics in Agriculture 192, 106517, 2022 | 17 | 2022 |
| Cognitive enrichment in piglet rearing: an approach to enhance animal welfare and to reduce aggressive behaviour LT Sonoda, M Fels, S Rauterberg, S Viazzi, G Ismayilova, M Oczak, ... International Scholarly Research Notices 2013, 2013 | 17 | 2013 |
| How do pigs behave before starting an aggressive interaction? Identification of typical body positions in the early stage of aggression using video labelling techniques G Ismayilova, M Oczak, A Costa, LT Sonoda, S Viazzi, M Fels, E Vranken, ... Berliner Und Munchener Tierarztliche Wochenschrift 126 (3/4), 113-120, 2013 | 9 | 2013 |
| Labelling of video images: the first step to develop an automatic monitoring tool of pig aggression. G Berg, S Viazzi, G Ismayilova, T Sonoda, M Oczak, T Leroy, A Costa, ... | 7 | 2011 |
| Duration of confinement and pen-type affect health-related measures of welfare in lactating sows K Maschat, M Dolezal, C Leeb, B Heidinger, C Winckler, M Oczak, ... Animal Welfare 29 (3), 339-352, 2020 | 6 | 2020 |
| Cognitive enrichment in the farrowing pen-a first approach to use early behavioural conditioning of suckling piglets to reduce aggressive behaviour during rearing. S Rauterberg, LT Sonoda, M Fels, S Viazzi, G Ismayilova, M Oczak, ... | 4 | 2013 |
| Acoustic-reward learning as a method to reduce the incidence of aggressive and abnormal behaviours among newly mixed piglets G Ismayilova, L Sonoda, M Fels, R Rizzi, M Oczak, S Viazzi, E Vranken, ... Animal production science 54 (8), 1084-1090, 2013 | 3 | 2013 |
| Where is the sow’s nose: RetinaNet object detector as a basis for monitoring the use of rack with nest-building material M Oczak, F Bayer, SG Vetter, K Maschat, J Baumgartner Frontiers in Animal Science 3, 913407, 2022 | 2 | 2022 |
