Denis Wolf

Denis Wolf

Universidade de São Paulo

H-index: 31

Latin America-Brazil

About Denis Wolf

Denis Wolf, With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Robotics, Mobile Robotics, Intelligent Vehicles, Machine Learning, Computer Vision.

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

Maximum Entropy Inverse Reinforcement Learning Using Monte Carlo Tree Search for Autonomous Driving

Integrating Modular Pipelines with End-to-End Learning: A Hybrid Approach for Robust and Reliable Autonomous Driving Systems

Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision-Making

Late-Fusion Multimodal Human Detection Based on RGB and Thermal Images for Robotic Perception

Autonomous driving of trucks in off-road environment

Scheduling system for multiple self-driving cars using K-Means and bio-inspired optimization algorithms

Evaluation of Point Cloud Data Augmentation for 3D-LiDAR Object Detection in Autonomous Driving

Uma iniciativa para integrar habilidades e competências em Tecnologia da Informação e Administração de Negócios

Denis Wolf Information

University

Position

- ICMC/USP

Citations(all)

4619

Citations(since 2020)

2062

Cited By

3488

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

74

i10Index(since 2020)

38

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Denis Wolf Skills & Research Interests

Robotics

Mobile Robotics

Intelligent Vehicles

Machine Learning

Computer Vision

Top articles of Denis Wolf

Title

Journal

Author(s)

Publication Date

Maximum Entropy Inverse Reinforcement Learning Using Monte Carlo Tree Search for Autonomous Driving

IEEE Transactions on Intelligent Transportation Systems

Júnior Anderson Rodrigues da Silva

Valdir Grassi

Denis Fernando Wolf

2024/2/19

Integrating Modular Pipelines with End-to-End Learning: A Hybrid Approach for Robust and Reliable Autonomous Driving Systems

Sensors

Luis Alberto Rosero

Iago Pachêco Gomes

Júnior Anderson Rodrigues Da Silva

Carlos André Przewodowski

Denis Fernando Wolf

...

2024/3/25

Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision-Making

International Journal of Fuzzy Systems

Iago Pachêco Gomes

Denis Fernando Wolf

2024/3

Late-Fusion Multimodal Human Detection Based on RGB and Thermal Images for Robotic Perception

Elísio Sousa

Kennedy OS Mota

Iago P Gomes

Luís Garrote

Denis F Wolf

...

2023/9/4

Autonomous driving of trucks in off-road environment

Journal of Control, Automation and Electrical Systems

Kenny AQ Caldas

Filipe M Barbosa

Junior AR Silva

Tiago C Santos

Iago P Gomes

...

2023/12

Scheduling system for multiple self-driving cars using K-Means and bio-inspired optimization algorithms

SN Computer Science

Clênio E Silva

Tiago S César

Iago P Gomes

Júnior AR Silva

Denis F Wolf

...

2023/8/28

Evaluation of Point Cloud Data Augmentation for 3D-LiDAR Object Detection in Autonomous Driving

Marta Martins

Iago P Gomes

Denis Fernando Wolf

Cristiano Premebida

2023/11/22

Uma iniciativa para integrar habilidades e competências em Tecnologia da Informação e Administração de Negócios

Tecnologias, Sociedade e Conhecimento

Maria Lydia Fioravanti

Ellen Francine Barbosa

Rosana Teresinha Vaccare Braga

Márcia Mazzeo Grande

Ildeberto Aparecido Rodello

...

2023/7/31

A review on intention-aware and interaction-aware trajectory prediction for autonomous vehicles

Iago Gomes

Denis Wolf

2023/10/30

Interaction-aware Maneuver Prediction for Autonomous Vehicles using Interaction Graphs

Iago Pachêco Gomes

Cristiano Premebida

Denis Fernando Wolf

2023/6/4

Interaction-Aware Maneuver Intention Prediction Using Gated Mixture-of-Experts Attention Mechanism

Iago Pachêco Gomes

Cristiano Premebida

Denis Fernando Wolf

2023/9/24

CNN-Planner: A neural path planner based on sensor fusion in the bird's eye view representation space for mapless autonomous driving

Luis Rosero

Júnior Silva

Denis Wolf

Fernando Osório

2022/10/18

Route scheduling system for multiple self-driving cars using K-means and bio-inspired algorithms

Clênio E Silva

Tiago S César

Iago P Gomes

Júnior AR Silva

Denis F Wolf

...

2022/6/10

Leveraging convergence behavior to balance conflicting tasks in multi-task learning

Neurocomputing

Angelica Tiemi Mizuno Nakamura

Valdir Grassi Jr

Denis Fernando Wolf

2022/10/28

ICAR 2019 Special Issue

Journal of Intelligent & Robotic Systems

Guilherme AS Pereira

Paulo LJ Drews

Denis F Wolf

Leonardo S Mattos

2021/8

Optimal guaranteed cost control of discrete-time linear systems subject to structured uncertainties

International Journal of Control

Carlos M Massera

Marco H Terra

Denis F Wolf

2021/4/3

An effective combination of loss gradients for multi-task learning applied on instance segmentation and depth estimation

Engineering Applications of Artificial Intelligence

Angelica Tiemi Mizuno Nakamura

Valdir Grassi Jr

Denis Fernando Wolf

2021/4/1

Improving multi-goal and target-driven reinforcement learning with supervised auxiliary task

Luiz RT Horita

Angelica TM Nakamura

Denis F Wolf

Valdir Grassi Junior

2021/12/6

Decision making for autonomous vehicles at signalized intersection under uncertain traffic signal phase and timing information

Júnior Anderson Rodrigues da Silva

Valdir Grassi

Denis Fernando Wolf

2021/12/6

Health monitoring system for autonomous vehicles using dynamic Bayesian networks for diagnosis and prognosis

Journal of Intelligent & Robotic Systems

Iago Pacheco Gomes

Denis Fernando Wolf

2021/1

See List of Professors in Denis Wolf University(Universidade de São Paulo)

Co-Authors

H-index: 132
Wolfram Burgard

Wolfram Burgard

Albert-Ludwigs-Universität Freiburg

H-index: 130
Vijay Kumar

Vijay Kumar

University of Pennsylvania

H-index: 128
Dieter Fox

Dieter Fox

University of Washington

H-index: 64
Ronald C. Arkin

Ronald C. Arkin

Georgia Institute of Technology

H-index: 59
Christoph Stiller

Christoph Stiller

Karlsruher Institut für Technologie

H-index: 58
Urbano José C. Nunes

Urbano José C. Nunes

Universidade de Coimbra

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