Jogi Suda Neto, MSc

Jogi Suda Neto, MSc

Co-founder @ QuaTI and Machine Learning Engineer

Posts by Collection

portfolio

publications

Corneal Tomography Multivariate Index (CTMVI) effectively distinguishes healthy corneas from those susceptible to ectasia

Published in Elsevier Biomedical Signal Processing and Control, 2021

Undergraduate research dissertation at UNESP. A novel index for diagnosis of Keratoconus was proposed, which we called Corneal Tomography Multivariate Index (CTMVI). It uses Paraconsistent Feature Engineering and Support-Vector Machines to differentiate between healthy and pathological (clinical/subclinical) patients.

Recommended citation: Gildasio Castello de Almeida Jr, Rodrigo Capobianco Guido, Jogi Suda Neto, João Marcos Rosa, Lilian Castiglioni, Luiz Carlos de Mattos, Cinara Cássia Brandão.

Introducing the Discrete Path Transform (DPT) and its applications in signal analysis, artefact removal, and spoken word recognition

Published in Elsevier Digital Signal Processing, 2021

Joint work with the Signal Processing lab at UNESP to develop a novel transform, designed to serve as a new tool for handcrafted feature extraction (FE). It improves the elementary analysis provided by signal energy (E) and enhances the humble spectral investigation granted by zero-crossing rates (ZCR). Python code is presented here for both the DPT as well as the inverse transform, IDPT, allowing for perfect reconstruction of the signal.

Recommended citation: Rodrigo Capobianco Guido, Fernando Pedroso, Rodrigo Colnago Contreras, Luciene Cavalcanti Rodrigues, Emanuel Guariglia, Jogi Suda Neto

Quantum neural networks successfully calibrate language models

Published in Quantum Machine Intelligence, 2024

Collaboration between QuaTI and NTT Data. We applied variational circuits as confidence calibrators to classical language models for question-answering tasks, showing good improvements over the baseline.

Recommended citation: Jogi Suda Neto, Lluis Quiles Ardila, Thiago Nascimento Nogueira, Felipe Albuquerque, João Paulo Papa, Rodrigo Capobianco Guido & Felipe Fernandes Fanchini

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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