Alessandro Lameiras Koerich

About Alessandro Lameiras Koerich

Alessandro Lameiras Koerich, With an exceptional h-index of 38 and a recent h-index of 25 (since 2020), a distinguished researcher at École de Technologie Supérieure, specializes in the field of Multimodal Machine Learning, Trustworthy Machine Learning, Affective Computing, Big Data Analytics.

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

Methods for Generating Drift in Text Streams

Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues

Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport

Subject-Based Domain Adaptation for Facial Expression Recognition

Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models

Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams

Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild

Multiresolution Texture Analysis of Histopathologic Images Using Ecological Diversity Measures

Alessandro Lameiras Koerich Information

University

Position

InviSys SVC, ÉTS Montréal, University of Québec, LIVIA, REPARTI

Citations(all)

4821

Citations(since 2020)

2426

Cited By

3244

hIndex(all)

38

hIndex(since 2020)

25

i10Index(all)

91

i10Index(since 2020)

57

Email

University Profile Page

Google Scholar

Alessandro Lameiras Koerich Skills & Research Interests

Multimodal Machine Learning

Trustworthy Machine Learning

Affective Computing

Big Data Analytics

Top articles of Alessandro Lameiras Koerich

Title

Journal

Author(s)

Publication Date

Methods for Generating Drift in Text Streams

arXiv e-prints

Cristiano Mesquita Garcia

Alessandro Lameiras Koerich

Alceu de Souza Britto Jr

Jean Paul Barddal

2024/3

Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues

Soufiane Belharbi

Marco Pedersoli

Alessandro Lameiras Koerich

Simon Bacon

Eric Granger

2024/5/27

Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport

Muhammad Haseeb Aslam

Muhammad Osama Zeeshan

Soufiane Belharbi

Marco Pedersoli

Alessandro Koerich

...

2024/5/27

Subject-Based Domain Adaptation for Facial Expression Recognition

arXiv preprint arXiv:2312.05632

Muhammad Osama Zeeshan

Muhammad Haseeb Aslam

Soufiane Belharbi

Alessandro L Koerich

Marco Pedersoli

...

2023/12/9

Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models

Israel A. Laurensi

Alceu de Souza Britto Jr.

Jean Paul Barddal

Alessandro Lameiras Koerich

2024/4

Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams

arXiv preprint arXiv:2403.15455

Cristiano Mesquita Garcia

Alessandro Lameiras Koerich

Alceu de Souza Britto Jr

Jean Paul Barddal

2024/3/18

Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild

arXiv preprint arXiv:2403.10488

Paul Waligora

Osama Zeeshan

Haseeb Aslam

Soufiane Belharbi

Alessandro Lameiras Koerich

...

2024/3/15

Multiresolution Texture Analysis of Histopathologic Images Using Ecological Diversity Measures

Expert Systems With Applications

Steve Tsham Mind Ataky

Alessandro Lameiras Koerich

2023/4

Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition

Digital Signal Processing

Bernardo Bentes Gatto

Juan Gabriel Colonna

Eulanda Miranda dos Santos

Alessandro Lameiras Koerich

Kazuhiro Fukui

2023/3/1

Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review

Cristiano Mesquita Garcia

Ramon Simoes Abilio

Alessandro Lameiras Koerich

Alceu de Souza Britto Jr

Jean Paul Barddal

2023/12/5

Multiscale Analysis for Improving Texture Classification

Applied Sciences

Steve Tsham Mpinda Ataky

Diego Saqui

Jonathan de Matos

Alceu de Souza Britto Junior

Alessandro Lameiras Koerich

2023/1/18

Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild

Muhammad Haseeb Aslam

Muhammad Osama Zeeshan

Marco Pedersoli

Alessandro L Koerich

Simon Bacon

...

2023

Large-Margin Representation Learning for Texture Classification

Pattern Recognition Letters

Jonathan de Matos

Luiz Eduardo Soares de Oliveira

Alceu de Souza Britto Junior

Alessandro Lameiras Koerich

2023/6/1

E-BiT: Extended Bio-Inspired Texture Descriptor for 2D Texture Analysis and Characterization

Electronics

Steve Tsham Mpinda Ataky

Alessandro Lameiras Koerich

2023/5

Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition

Bruna Rossetto Delazeri

Leonardo Leon Vera

Jean Paul Barddal

Alessandro L Koerich

2022/7/18

A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition

R Gnana Praveen

Wheidima Carneiro de Melo

Nasib Ullah

Haseeb Aslam

Osama Zeeshan

...

2022/6/19

A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures

Pattern Recognition

Steve Tsham Mpinda Ataky

Alessandro Lameiras Koerich

2022/3

From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks

Applied Acoustics

Mohammad Esmaeilpour

Patrick Cardinal

Alessandro Lameiras Koerich

2022/6/30

Two-View Fine-grained Classification of Plant Species

Neurocomputing

Voncarlos M Araújo

Alceu S Britto Jr

Luiz S Oliveira

Alessandro L Koerich

2022/1/7

Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems

IEEE Transactions on Information Forensics and Security

Mohammad Esmaeilpour

Patrick Cardinal

Alessandro Lameiras Koerich

2022/5

See List of Professors in Alessandro Lameiras Koerich University(École de Technologie Supérieure)

Co-Authors

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