A Hybrid Geometric Morphometric Deep Learning Approach for Cut and Trampling Mark Classification

Automated identification and deep classification of cut marks on bones and its paleoanthropological implications

(2019) Wonmin Byeon et al.   Journal of Computational Science

Classifying agency in bone breakage: an experimental analysis of fracture planes to differentiate between hominin and carnivore dynamic and static loading using machine learning (ML) algorithms

(2019) Abel Moclán et al.   Archaeological and Anthropological Sciences

Combining machine learning algorithms and geometric morphometrics: A study of carnivore tooth marks

(2019) Lloyd A. Courtenay et al.   PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY

Cut marks and raw material exploitation in the lower pleistocene site of Bell's Korongo (BK, Olduvai Gorge, Tanzania): A geometric morphometric analysis

(2019) Lloyd A. Courtenay et al.   QUATERNARY INTERNATIONAL

The use of canid tooth marks on bone for the identification of livestock predation

(2019) José Yravedra et al.   Scientific Reports

A review of statistical and machine learning methods for modeling cancer risk using structured clinical data

(2018) Aaron N. Richter et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Analyzing business process anomalies using autoencoders

(2018) Timo Nolle et al.   MACHINE LEARNING

Testing accuracy in 2D and 3D geometric morphometric methods for cut mark identification and classification

(2018) Lloyd A. Courtenay et al.   PeerJ

Successful classification of experimental bone surface modifications (BSM) through machine learning algorithms: a solution to the controversial use of BSM in paleoanthropology?

(2018) Manuel Domínguez-Rodrigo   Archaeological and Anthropological Sciences

New taphonomic advances in 3D digital microscopy: A morphological characterisation of trampling marks

(2018) Lloyd A. Courtenay et al.   QUATERNARY INTERNATIONAL

1.9-million- and 2.4-million-year-old artifacts and stone tool–cutmarked bones from Ain Boucherit, Algeria

(2018) Mohamed Sahnouni et al.   SCIENCE

Using deep neural network with small dataset to predict material defects

(2018) Shuo Feng et al.   MATERIALS & DESIGN

Use and abuse of cut mark analyses: The Rorschach effect

(2017) Manuel Domínguez-Rodrigo et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

A new high-resolution 3-D quantitative method for identifying bone surface modifications with implications for the Early Stone Age archaeological record

(2017) Michael C. Pante et al.   JOURNAL OF HUMAN EVOLUTION

A 130,000-year-old archaeological site in southern California, USA

(2017) Steven R. Holen et al.   NATURE

Discerning carnivore agency through the three-dimensional study of tooth pits: Revisiting crocodile feeding behaviour at FLK- Zinj and FLK NN3 (Olduvai Gorge, Tanzania)

(2017) Julia Aramendi et al.   PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY

3D analysis of cut marks using a new geometric morphometric methodological approach

(2017) Lloyd A. Courtenay et al.   Archaeological and Anthropological Sciences

Intentional cut marks on bovid from the Quranwala zone, 2.6 Ma, Siwalik Frontal Range, northwestern India

(2016) Anne Dambricourt Malassé et al.   COMPTES RENDUS PALEVOL

Domain Specific Learning for Newborn Face Recognition

(2016) Samarth Bharadwaj et al.   IEEE Transactions on Information Forensics and Security

Artificial neural networks and geometric morphometric methods as a means for classification: A case-study using teeth fromCarcharhinussp. (Carcharhinidae)

(2016) K.J. Soda et al.   JOURNAL OF MORPHOLOGY

The Next Era: Deep Learning in Pharmaceutical Research

(2016) Sean Ekins   PHARMACEUTICAL RESEARCH

When felids and hominins ruled at Olduvai Gorge: A machine learning analysis of the skeletal profiles of the non-anthropogenic Bed I sites

(2016) Mari Carmen Arriaza et al.   QUATERNARY SCIENCE REVIEWS

Micro-photogrammetric and morphometric differentiation of cut marks on bones using metal knives, quartzite, and flint flakes

(2016) Miguel Ángel Maté-González et al.   Archaeological and Anthropological Sciences

Artificial Neural Network applied as a methodology of mosquito species identification

(2015) Camila Lorenz et al.   ACTA TROPICA

The evolution of the hominin thumb and the influence exerted by the non-dominant hand during stone tool production

(2015) Alastair J.M. Key et al.   JOURNAL OF HUMAN EVOLUTION

Trampling versus cut marks on chemically altered surfaces: an experimental approach and archaeological application at the Barranc de la Boella site (la Canonja, Tarragona, Spain)

(2014) Antonio Pineda et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Experimental study of cut marks made with rocks unmodified by human flaking and its bearing on claims of ∼3.4-million-year-old butchery evidence from Dikika, Ethiopia

(2011) Manuel Domínguez-Rodrigo et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Evidence for stone-tool-assisted consumption of animal tissues before 3.39 million years ago at Dikika, Ethiopia

(2010) Shannon P. McPherron et al.   NATURE

Comparison of morphometric techniques for shapes with few homologous landmarks based on machine-learning approaches to biological discrimination

(2010) Bert Van Bocxlaer et al.   PALEOBIOLOGY

A new protocol to differentiate trampling marks from butchery cut marks

(2009) M. Domínguez-Rodrigo et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE