Concepedia

Jhonatan Contreras

JC

5

Publications

112

Citations

5

H-Index

2013

Active since

Affiliations

Friedrich Schiller University Jena(Current)

Leibniz Institute of Photonic Technology

Jhonatan Contreras is an author at Friedrich Schiller University Jena specializing in signal processing, machine vision, and inverse problems.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceInverse ProblemsMachine LearningGeometry Modeling

Publications per year

2013–2024

5

Publications

5

Spectral Zones-Based SHAP/LIME: Enhancing Interpretability in Spectral Deep Learning Models Through Grouped Feature Analysis

Jhonatan Contreras, Andreea Winterfeld, Jürgen Popp et al. · Analytical Chemistry · 2024 · 34 citations · Full text

Edge-Convolution Point Net for Semantic Segmentation of Large-Scale Point Clouds

Jhonatan Contreras, Joachim Denzler · 2019 · 24 citations

Geometric Learning, Engineering, Machine Learning +17

An improved variant of the conventional Harmony Search algorithm

Jhonatan Contreras, Iván Amaya, Rodrigo Correa · Applied Mathematics and Computation · 2013 · 23 citations

Local Search (Optimization), Improved Variant, Inverse Problems +3

Endomicroscopic AI-driven morphochemical imaging and fs-laser ablation for selective tumor identification and selective tissue removal

Matteo Calvarese, Elena Corbetta, Jhonatan Contreras et al. · Science Advances · 2024 · 19 citations · Full text

Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy

Jhonatan Contreras, Sara Mostafapour, Jürgen Popp et al. · Molecules · 2024 · 12 citations · Full text

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