William Melek

William Melek

University of Waterloo

H-index: 30

North America-Canada

About William Melek

William Melek, With an exceptional h-index of 30 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of Robotics, Computational Intelligence, State Estimation.

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

Incremental learning of LSTM-autoencoder anomaly detection in three-axis CNC machines

Model Predictive Path Following Control without terminal constraints for holonomic mobile robots

Anomaly detection in three-axis CNC machines using LSTM networks and transfer learning

The Influence of the Load Type on the Center Frequency Tuning of the Variable-Flux Biaxial Energy Harvester

Self-learned autonomous driving at unsignalized intersections: A hierarchical reinforced learning approach for feasible decision-making

Vision-guided Unified Task and Motion Planning for Multiple Robots in Cluttered Environments

A Data-Driven Approach for Generating Vortex-Shedding Regime Maps for an Oscillating Cylinder

Real-time unified trajectory planning and optimal control for urban autonomous driving under static and dynamic obstacle constraints

William Melek Information

University

Position

Professor

Citations(all)

4590

Citations(since 2020)

2559

Cited By

3004

hIndex(all)

30

hIndex(since 2020)

21

i10Index(all)

69

i10Index(since 2020)

45

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

William Melek Skills & Research Interests

Robotics

Computational Intelligence

State Estimation

Top articles of William Melek

Title

Journal

Author(s)

Publication Date

Incremental learning of LSTM-autoencoder anomaly detection in three-axis CNC machines

The International Journal of Advanced Manufacturing Technology

Eugene Li

Yang Li

Sanjeev Bedi

William Melek

Paul Gray

2024/1

Model Predictive Path Following Control without terminal constraints for holonomic mobile robots

Control Engineering Practice

Joseph Cenerini

Mohamed W Mehrez

Jeong-woo Han

Soo Jeon

William Melek

2023/3/1

Anomaly detection in three-axis CNC machines using LSTM networks and transfer learning

The International Journal of Advanced Manufacturing Technology

Eugene Li

Sanjeev Bedi

William Melek

2023/8

The Influence of the Load Type on the Center Frequency Tuning of the Variable-Flux Biaxial Energy Harvester

Shock and Vibration

Karim El-Rayes

Salam Gabran

William Melek

2023/2/15

Self-learned autonomous driving at unsignalized intersections: A hierarchical reinforced learning approach for feasible decision-making

IEEE Transactions on Intelligent Transportation Systems

Mohammad Al-Sharman

Rowan Dempster

Mohamed A Daoud

Mahmoud Nasr

Derek Rayside

...

2023/6/22

Vision-guided Unified Task and Motion Planning for Multiple Robots in Cluttered Environments

Ilknur Umay

William Melek

Baris Fidan

2023/6/11

A Data-Driven Approach for Generating Vortex-Shedding Regime Maps for an Oscillating Cylinder

Energies

Matthew Cann

Ryley McConkey

Fue-Sang Lien

William Melek

Eugene Yee

2023/5/31

Real-time unified trajectory planning and optimal control for urban autonomous driving under static and dynamic obstacle constraints

Rowan Dempster

Mohammad Al-Sharman

Derek Rayside

William Melek

2023/5/29

Structured Testing Framework for ADAS Algorithm Development

Sachin Fernando

Ansar Khan

Roydon Fraser

William Melek

2023/10/16

Sim-to-real domain adaptation for lane detection and classification in autonomous driving

Chuqing Hu

Sinclair Hudson

Martin Ethier

Mohammad Al-Sharman

Derek Rayside

...

2022/6/4

Drg: A dynamic relation graph for unified prior-online environment modeling in urban autonomous driving

Rowan Dempster

Mohammad Al-Sharman

Yeshu Jain

Jeffery Li

Derek Rayside

...

2022/5/23

A generic image processing pipeline for enhancing accuracy and robustness of visual odometry

Sensors

Mohamed Sabry

Mostafa Osman

Ahmed Hussein

Mohamed W Mehrez

Soo Jeon

...

2022/1

Automated Detection of Older Adults’ Naturally-Occurring Compensatory Balance Reactions: Translation From Laboratory to Free-Living Conditions

IEEE Journal of Translational Engineering in Health and Medicine

Mina Nouredanesh

Lauro Ojeda

Neil B Alexander

Alan Godfrey

Michael Schwenk

...

2022/4/22

RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow

arXiv preprint arXiv:2209.14408

Eddy Zhou

Alex Zhuang

Alikasim Budhwani

Rowan Dempster

Quanquan Li

...

2022/9/28

Simultaneous feasible local planning and path-following control for autonomous driving

IEEE Transactions on Intelligent Transportation Systems

Mohamed A Daoud

Mohamed W Mehrez

Derek Rayside

William W Melek

2022/2/23

A multi-hour ahead wind power forecasting system based on a WRF-TOPSIS-ANFIS model

Energies

Yitian Xing

Fue-Sang Lien

William Melek

Eugene Yee

2022/7/28

The importance of equation η = μn2 in dimensional analysis and scaled vehicle experiments in vehicle dynamics

Vehicle System Dynamics

Sina Milani

Hormoz Marzbani

Nasser Lashgarian Azad

William Melek

Reza N Jazar

2022/7/3

Model Predictive Control for Reliable Path Following with Application to the Autonomous Vehicle and Considering Different Vehicle Models

Behnaz Ahmadi

Mohamed W Mehrez

Wael William Melek

Amir Khajepour

2021/12/18

Redundancy resolution and disturbance rejection via torque optimization in hybrid cable-driven robots

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Ronghuai Qi

Amir Khajepour

William W Melek

2021/7/12

Mode classification for vortex shedding from an oscillating wind turbine using machine learning

Journal of Physics: Conference Series

Matthew Cann

Ryley McConkey

Fue-Sang Lien

William Melek

Eugene Yee

2021/12/1

See List of Professors in William Melek University(University of Waterloo)

Co-Authors

H-index: 101
Jerry M. Mendel

Jerry M. Mendel

University of Southern California

H-index: 68
Amir Khajepour

Amir Khajepour

University of Waterloo

H-index: 58
Hao Ying

Hao Ying

Wayne State University

H-index: 53
Hani Hagras

Hani Hagras

University of Essex

H-index: 47
Baris Fidan

Baris Fidan

University of Waterloo

H-index: 40
Golnaraghi, Farid

Golnaraghi, Farid

Simon Fraser University

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