Jonatan M. Contreras

According to our database, Jonatan M. Contreras authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Economic and Financial Applications of Benford's Law: from Traditional Use in Audits to Help in Deep Learning.

Phuoc Nguyen Kim, Jonatan M. Contreras, Martine Ceberio, Nguyen Ngoc Thach

Int. J. Uncertain. Fuzziness Knowl. Based Syst., December, 2023

One More Physics-Based Explanation for Rectified Linear Neurons.

Jonatan M. Contreras, Martine Ceberio, Vladik Kreinovich

Proceedings of the Uncertainty, Constraints, and Decision Making, 2023

2022

Why neural networks in the first place: a theoretical explanation.

Jonatan M. Contreras, Martine Ceberio, Olga Kosheleva, Vladik Kreinovich

J. Intell. Fuzzy Syst., 2022

2021

Why Dilated Convolutional Neural Networks: A Proof of Their Optimality.

Jonatan M. Contreras, Martine Ceberio, Vladik Kreinovich

Entropy, 2021

2020

Let Us Use Negative Examples in Regression-Type Problems Too.

Jonatan M. Contreras, Francisco Zapata, Olga Kosheleva, Vladik Kreinovich, Martine Ceberio

Proceedings of the 24th International Conference on Information Visualisation, 2020

A Safety Index for Smart Mobility using Real-Time Crowdsourced Data.

Neale A. Smith, Adriana I. Camacho, Edgar J. Escobedo, Jonatan M. Contreras, Oscar Mondragon, Natalia Villanueva-Rosales, Ruey Long Cheu, Victor M. Larios-Rosillo

Proceedings of the IEEE International Smart Cities Conference, 2020