Justin Dauwels

About Justin Dauwels

Justin Dauwels, With an exceptional h-index of 48 and a recent h-index of 36 (since 2020), a distinguished researcher at Technische Universiteit Delft, specializes in the field of graphical models, machine learning, signal processing, computational neuroscience, intelligent transportation systems.

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

NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?

Modelling dependence between the ice-sheet components of sea-level rise

Tide-Surge Interaction near Singapore and Malaysia using a Semi-empirical Model

MERLIon CCS Challenge Evaluation Plan

Tc-vae: Uncovering out-of-distribution data generative factors

Detection of slowing patterns in eeg data

Sensing and machine learning for automotive perception: A review

Six-center assessment of CNN-Transformer with belief matching loss for patient-independent seizure detection in EEG

Justin Dauwels Information

University

Position

___

Citations(all)

10693

Citations(since 2020)

6101

Cited By

6866

hIndex(all)

48

hIndex(since 2020)

36

i10Index(all)

181

i10Index(since 2020)

129

Email

University Profile Page

Google Scholar

Justin Dauwels Skills & Research Interests

graphical models

machine learning

signal processing

computational neuroscience

intelligent transportation systems

Top articles of Justin Dauwels

NeuroDots: From Single-Target to Brain-Network Modulation: Why and What Is Needed?

2024/4/16

Modelling dependence between the ice-sheet components of sea-level rise

2024/3/7

Justin Dauwels
Justin Dauwels

H-Index: 28

Tide-Surge Interaction near Singapore and Malaysia using a Semi-empirical Model

EGUsphere

2024/2/13

MERLIon CCS Challenge Evaluation Plan

Interspeech 2023

2023/5

Justin Dauwels
Justin Dauwels

H-Index: 28

Sanjeev Khudanpur
Sanjeev Khudanpur

H-Index: 42

Tc-vae: Uncovering out-of-distribution data generative factors

arXiv preprint arXiv:2304.04103

2023/4/8

Anirudh Goyal
Anirudh Goyal

H-Index: 15

Justin Dauwels
Justin Dauwels

H-Index: 28

Detection of slowing patterns in eeg data

2023/4/6

Sensing and machine learning for automotive perception: A review

2023/3/30

Six-center assessment of CNN-Transformer with belief matching loss for patient-independent seizure detection in EEG

International Journal of Neural Systems

2023/3/22

On the Simulation of Perception Errors in Autonomous Vehicles

arXiv preprint arXiv:2302.11919

2023/2/23

Enhancing fixed transit services with demand-responsive limited-stop services considering alternative routes

2023

A Dynamic Object Removal and Reconstruction Algorithm for Point Clouds

2023/12/11

Sarat Chandra Nagavarapu
Sarat Chandra Nagavarapu

H-Index: 5

Justin Dauwels
Justin Dauwels

H-Index: 28

Monte Carlo drift correction–quantifying the drift uncertainty of global climate models

Geoscientific Model Development

2023/11/16

Dhrubajyoti Samanta
Dhrubajyoti Samanta

H-Index: 5

Justin Dauwels
Justin Dauwels

H-Index: 28

Data Science Education: The Signal Processing Perspective [SP Education]

IEEE Signal Processing Magazine

2023/11/8

TC-VAE: On the relationship between Disentanglement and Diversity

2023/10/13

Anirudh Goyal
Anirudh Goyal

H-Index: 15

Justin Dauwels
Justin Dauwels

H-Index: 28

A Data-Driven Approach to Estimate and Predict the Traffic Incidents' Queue Length

2023/9/24

Justin Dauwels
Justin Dauwels

H-Index: 28

PEM: Perception Error Model for Virtual Testing of Autonomous Vehicles

IEEE Transactions on Intelligent Transportation Systems

2023/9/14

Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis

Journal of Breath Research

2023/8/29

Justin Dauwels
Justin Dauwels

H-Index: 28

Slot-VAE: Object-Centric Scene Generation with Slot Attention

ICML 2023

2023/6/12

Yanbo Wang
Yanbo Wang

H-Index: 11

Justin Dauwels
Justin Dauwels

H-Index: 28

Modeling and Inference of Sparse Neural Dynamic Functional Connectivity Networks Underlying Functional Ultrasound Data

2023/6/4

Automatic Camera Pose Estimation by Key-Point Matching of Reference Objects

2023/6/4

Justin Dauwels
Justin Dauwels

H-Index: 28

See List of Professors in Justin Dauwels University(Technische Universiteit Delft)

Co-Authors

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