Marco Corneli
Biographic Data
| ID | 792954 |
|---|---|
| NAME | Marco Corneli |
| GIVEN NAMES | Marco |
| FAMILY NAME | Corneli |
| SIGNATURE | CORNELI M |
| AFFILIATIONS | Université Côte d'Azur |
| ORCID | 0000-0002-9361-0080 |
| VERIFIED | Yes |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 3 |
| AUTHOR COUNT | 5 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2016 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 1 |
Topological Data Analysis and Multiple Kernel Learning for Species Identification of Modern and Archaeological Small Ruminants
The faunal remains from numerous Holocene archaeological sites across southwest Asia frequently include the bones of various wild and domestic ungulates, such as sheep, goats, ibexes, roe deer and gazelles. These assemblages may provide insight into hunting and animal husbandry strategies and offer palaeoecological information on ancient human societies. However, the skeletons of these taxa are highly similar in appearance, which presents a chall…
Foreword “Advances in artificial intelligence and quantitative methods for archaeology and art history”
From text saliency to linguistic objects
A lot of effort is currently made to provide methods to analyze and understand deep neural network impressive performances for tasks such as image or text classification. These methods are mainly based on visualizing the important input features taken into account by the network to build a decision. However these techniques, let us cite LIME, SHAP, Grad-CAM, or TDS, require extra effort to interpret the visualization with respect to expert knowle…
Continuous latent position models for instantaneous interactions
We create a framework to analyze the timing and frequency of instantaneous interactions between pairs of entities. This type of interaction data is especially common nowadays and easily available. Examples of instantaneous interactions include email networks, phone call networks, and some common types of technological and transportation networks. Our framework relies on a novel extension of the latent position network model: we assume that the en…
Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL
Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL
Continuous latent position models for instantaneous interactions
We create a framework to analyze the timing and frequency of instantaneous interactions between pairs of entities. This type of interaction data is especially common nowadays and easily available. Examples of instantaneous interactions include email networks, phone call networks, and some common types of technological and transportation networks. Our framework relies on a novel extension of the latent position network model: we assume that the en…
Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL
From text saliency to linguistic objects
A lot of effort is currently made to provide methods to analyze and understand deep neural network impressive performances for tasks such as image or text classification. These methods are mainly based on visualizing the important input features taken into account by the network to build a decision. However these techniques, let us cite LIME, SHAP, Grad-CAM, or TDS, require extra effort to interpret the visualization with respect to expert knowle…
Continuous latent position models for instantaneous interactions
We create a framework to analyze the timing and frequency of instantaneous interactions between pairs of entities. This type of interaction data is especially common nowadays and easily available. Examples of instantaneous interactions include email networks, phone call networks, and some common types of technological and transportation networks. Our framework relies on a novel extension of the latent position network model: we assume that the en…
Topological Data Analysis and Multiple Kernel Learning for Species Identification of Modern and Archaeological Small Ruminants
The faunal remains from numerous Holocene archaeological sites across southwest Asia frequently include the bones of various wild and domestic ungulates, such as sheep, goats, ibexes, roe deer and gazelles. These assemblages may provide insight into hunting and animal husbandry strategies and offer palaeoecological information on ancient human societies. However, the skeletons of these taxa are highly similar in appearance, which presents a chall…
Foreword “Advances in artificial intelligence and quantitative methods for archaeology and art history”
Computer Science (4 works) · Artificial Intelligence (3 works) · Algorithm (2 works) · Archaeology (2 works) · Combinatorics (2 works) · Complex Network Analysis Techniques (2 works) · Mathematics (2 works) · 3D Surveying and Cultural Heritage (1 works) · Advanced Clustering Algorithms Research (1 works) · Archaeological Research and Protection (1 works)