Tiago A. Almeida

Tiago A. Almeida

Universidade Federal de São Carlos

H-index: 24

Latin America-Brazil

About Tiago A. Almeida

Tiago A. Almeida, With an exceptional h-index of 24 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade Federal de São Carlos, specializes in the field of Data Science, Artificial Intelligence, Machine Learning, Text Categorization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Accelerating discoveries in medicine using distributed vector representations of words

A decision support system to recommend appropriate therapy protocol for AML patients

Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

An explainable model to support the decision about the therapy protocol for AML

An effective CPT-based nonintrusive load monitoring for cognitive meters

Interact2Vec: Neural Item and User Embedding for Collaborative Filtering

Incremental Learning for Fake News Detection

Multi-level out-of-vocabulary words handling approach

Tiago A. Almeida Information

University

Position

Professor of Computer Science

Citations(all)

2979

Citations(since 2020)

1860

Cited By

1436

hIndex(all)

24

hIndex(since 2020)

15

i10Index(all)

39

i10Index(since 2020)

24

Email

University Profile Page

Universidade Federal de São Carlos

Google Scholar

View Google Scholar Profile

Tiago A. Almeida Skills & Research Interests

Data Science

Artificial Intelligence

Machine Learning

Text Categorization

Top articles of Tiago A. Almeida

Title

Journal

Author(s)

Publication Date

Accelerating discoveries in medicine using distributed vector representations of words

Expert Systems with Applications

Matheus VV Berto

Breno L Freitas

Carolina Scarton

João A Machado-Neto

Tiago A Almeida

2024/9/15

A decision support system to recommend appropriate therapy protocol for AML patients

Frontiers in Artificial Intelligence

Giovanna Aguiar Castro

Jade Manzur Almeida

João Agostinho Machado-Neto

Tiago A Almeida

2024/5/3

Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

IEEE Geoscience and Remote Sensing Letters

Eduardo Nascimento

John Just

Jurandy Almeida

Tiago Almeida

2023/7/17

An explainable model to support the decision about the therapy protocol for AML

Jade M Almeida

Giovanna A Castro

João A Machado-Neto

Tiago A Almeida

2023/9/25

An effective CPT-based nonintrusive load monitoring for cognitive meters

IEEE transactions on smart grid

Wesley Angelino de Souza

Tiago Agostinho de Almeida

2022/1/19

Interact2Vec: Neural Item and User Embedding for Collaborative Filtering

Pedro R Pires

Tiago A Almeida

2022/11/19

Incremental Learning for Fake News Detection

Journal of Information and Data Management

Renato M Silva

Pedro R Pires

Tiago A Almeida

2022

Multi-level out-of-vocabulary words handling approach

Knowledge-Based Systems

Johannes V Lochter

Renato M Silva

Tiago A Almeida

2022/9/5

FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context

Renato M Silva

Johannes V Lochter

Tiago A Almeida

Akebo Yamakami

2022/11/19

How concept drift can impair the classification of fake news

Renato M Silva

Tiago A Almeida

2021/10/4

Inteligência artificial: uma abordagem de aprendizado de máquina

Katti Faceli

Ana Carolina Lorena

João Gama

Tiago A. Almeida

André C. P. L. F. de Carvalho

2021/3/12

Time-Dependent Item Embeddings for Collaborative Filtering

Pedro R Pires

Amanda C Pascon

Tiago A Almeida

2021

Calling attention to passages for biomedical question answering

Tiago Almeida

Sérgio Matos

2020/4/8

Dense Captioning Using Abstract Meaning Representation

Antonio MS Almeida Neto

Helena M Caseli

Tiago A Almeida

2020

ML-MDLText: An efficient and lightweight multilabel text classifier with incremental learning

Applied Soft Computing

Marciele M Bittencourt

Renato M Silva

Tiago A Almeida

2020/11/1

Oxygen uptake kinetics and bioenergetics profile at maximal and supramaximal intensities in swimming

T Almeida

2020

Towards automatically filtering fake news in Portuguese

Expert Systems with Applications

Renato M Silva

Roney Lira de Sales Santos

Tiago A Almeida

Thiago Alexandre Salgueiro Pardo

2020

Deep learning models for representing out-of-vocabulary words

Johannes V Lochter

Renato M Silva

Tiago A Almeida

2020/10/13

Gaussian mixture descriptors learner

Knowledge-Based Systems

Breno L Freitas

Renato M Silva

Tiago A Almeida

2020/1/5

Scalable ros-based architecture to merge multi-source lane detection algorithms

Tiago Almeida

Vitor Santos

Bernardo Lourenço

2020

See List of Professors in Tiago A. Almeida University(Universidade Federal de São Carlos)

Co-Authors

H-index: 73
Joao Gama

Joao Gama

Universidade do Porto

H-index: 45
Ricardo da Silva Torres

Ricardo da Silva Torres

Norges teknisk-naturvitenskaplige universitet

H-index: 34
Thiago A. S. Pardo

Thiago A. S. Pardo

Universidade de São Paulo

H-index: 30
Neucimar J. Leite

Neucimar J. Leite

Universidade Estadual de Campinas

H-index: 24
Jurandy Almeida

Jurandy Almeida

Universidade Federal de São Paulo

H-index: 20
Rodrigo Minetto

Rodrigo Minetto

Universidade Tecnológica Federal do Paraná

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