Sariah Mghames

Sariah Mghames

University of Lincoln

H-index: 7

Europe-United Kingdom

About Sariah Mghames

Sariah Mghames, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Lincoln, specializes in the field of machine learning, deep learning, predictive analysis, causal AI/robotics, motion planning and control.

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

Learning Manipulation Tasks in Dynamic and Shared 3D Spaces

ROS-Causal: A ROS-based Causal Analysis Framework for Human-Robot Interaction Applications

Wavelet-based temporal models of human activity for anomaly detection in smart robot-assisted environments 1

Qualitative Prediction of Multi-Agent Spatial Interactions

Selective Harvesting Robots: A Review

Enhancing Causal Discovery from Robot Sensor Data in Dynamic Scenarios

A Neuro-Symbolic Approach for Enhanced Human Motion Prediction

From continual learning to causal discovery in robotics

Sariah Mghames Information

University

Position

___

Citations(all)

90

Citations(since 2020)

87

Cited By

28

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

University of Lincoln

Google Scholar

View Google Scholar Profile

Sariah Mghames Skills & Research Interests

machine learning

deep learning

predictive analysis

causal AI/robotics

motion planning and control

Top articles of Sariah Mghames

Title

Journal

Author(s)

Publication Date

Learning Manipulation Tasks in Dynamic and Shared 3D Spaces

arXiv preprint arXiv:2404.17673

Hariharan Arunachalam

Marc Hanheide

Sariah Mghames

2024/4/26

ROS-Causal: A ROS-based Causal Analysis Framework for Human-Robot Interaction Applications

arXiv preprint arXiv:2402.16068

Luca Castri

Gloria Beraldo

Sariah Mghames

Marc Hanheide

Nicola Bellotto

2024/2/25

Wavelet-based temporal models of human activity for anomaly detection in smart robot-assisted environments 1

Journal of Ambient Intelligence and Smart Environments

Manuel Fernandez-Carmona

Sariah Mghames

Nicola Bellotto

2023

Qualitative Prediction of Multi-Agent Spatial Interactions

Sariah Mghames

Luca Castri

Marc Hanheide

Nicola Bellotto

2023/8/28

Selective Harvesting Robots: A Review

Vishnu Rajendran Sugathakumary

Bappaditya Debnath

Sariah Mghames

Willow Mandil

Soran Parsa

...

2023

Enhancing Causal Discovery from Robot Sensor Data in Dynamic Scenarios

Luca Castri

Sariah Mghames

Marc Hanheide

Nicola Bellotto

2023/8/10

A Neuro-Symbolic Approach for Enhanced Human Motion Prediction

Sariah Mghames

Luca Castri

Marc Hanheide

Nicola Bellotto

2023/6/18

From continual learning to causal discovery in robotics

Luca Castri

Sariah Mghames

Nicola Bellotto

2023/6/4

Efficient Causal Discovery for Robotics Applications

arXiv preprint arXiv:2310.14925

Luca Castri

Sariah Mghames

Nicola Bellotto

2023/10/23

Towards Autonomous Selective Harvesting: A Review of Robot Perception, Robot Design, Motion Planning and Control

Vishnu Rajendran

Bappaditya Debnath

Sariah Mghames

Willow Mandil

Soran Parsa

...

2023

Survey of maps of dynamics for mobile robots

Tomasz Piotr Kucner

Martin Magnusson

Sariah Mghames

Luigi Palmieri

Francesco Verdoja

...

2023/9

Causal discovery of dynamic models for predicting human spatial interactions

Luca Castri

Sariah Mghames

Marc Hanheide

Nicola Bellotto

2022/12/13

Environment-aware Interactive Movement Primitives for Object Reaching in Clutter

Sariah Mghames

Marc Hanheide

2022

From Human Perception and Action Recognition to Causal Understanding of Human-Robot Interaction in Industrial Environments

Stefano Ghidoni

Matteo Terreran

Daniele Evangelista

Emanuele Menegatti

Christian Eitzinger

...

2022

Interactive Movement Primitives: Planning to Push Occluding Pieces for Fruit Picking

Sariah Mghames

Marc Hanheide

Amir Ghalamzan

2020/10/24

Computed Torque Control for a VSA type Hybrid Shoulder Joint

Sariah Mghames

Manuel GA Catalano

Antonio Bicchi

Giorgio Grioli

2021/1/1

Haptic-guided shared control grasping: collision-free manipulation

Soran Parsa

Disha Kamale

Sariah Mghames

Kiyanoush Nazari

Tommaso Pardi

...

2020/8/20

See List of Professors in Sariah Mghames University(University of Lincoln)

Co-Authors

H-index: 26
Nicola Bellotto

Nicola Bellotto

University of Lincoln

H-index: 15
Amir Ghalamzan

Amir Ghalamzan

University of Lincoln

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