Fadi Al Machot

According to our database, Fadi Al Machot authored at least 50 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies.

Witesyavwirwa Vianney Kambale, Mohamed Salem, Taha Benarbia, Fadi Al Machot, Kyandoghere Kyamakya

Symmetry, February, 2024

RevCD - Reversed Conditional Diffusion for Generalized Zero-Shot Learning.

William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot

CoRR, 2024

Deep Learning Based Models for Paddy Disease Identification and Classification: A Systematic Survey.

Mahrin Tasfe, Akm Nivrito, Fadi Al Machot, Mohib Ullah, Habib Ullah

IEEE Access, 2024

A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique.

Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Joachim Pichler, Sergii Tkachov, Anjeza Karaj, Fadi Al Machot, Kyandoghere Kyamakya

IEEE Access, 2024

Battery manufacturing knowledge infrastructure requirements for multicriteria optimization based decision support in design of simulation.

Martin Thomas Horsch, Dmytro Romanov, Eirik Valseth, Salim Belouettar, Luis Eduardo Cordova-Lopez, Johanna Glutting, Mathijs A. Janssen, Peter Klein, Andreas Linhart, Michael A. Seaton, Elin D. Sødahl, Noel Vizcaino, Stephan Werth, Simon Stephan, Ilian T. Todorov, Silvia Chiacchiera, Fadi Al Machot

Proceedings of the First International Workshop on Semantic Materials Science: Harnessing the Power of Semantic Web Technologies in Materials Science co-located with the 20th International Conference on Semantic Systems (SEMANTiCS 2024), 2024

Exploration of Core Concepts Required for Mid- and Domain-level Ontology Development to Facilitate Explainable-AI-readiness of Data and Models.

Martin Thomas Horsch, Silvia Chiacchiera, Ilian T. Todorov, Ana Teresa Correia, Aditya Dey, Natalia A. Konchakova, Sebastian Scholze, Simon Stephan, Kristin Tøndel, Arkopaul Sarkar, Mohamed-Hedi Karray, Fadi Al Machot, Björn Schembera

Proceedings of the 4th International Workshop on Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

An Enhanced Subject-Independent Approach for Hand-Based Micro Activities Recognition.

Florenc Demrozi, Fadi Al Machot

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy.

Ali Deeb, Abdalrahman Ibrahim, Mohamed Salem, Joachim Pichler, Sergii Tkachov, Anjeza Karaj, Fadi Al Machot, Kyandoghere Kyamakya

Sensors, March, 2023

SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning.

William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot

CoRR, 2023

Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER).

Fadi Al Machot

CoRR, 2023

A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition.

Florenc Demrozi, Cristian Turetta, Fadi Al Machot, Graziano Pravadelli, Philipp H. Kindt

CoRR, 2023

An Integral Projection-Based Semantic Autoencoder for Zero-Shot Learning.

William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot

IEEE Access, 2023

Deep learning based speech emotion recognition for Parkinson patient.

Habib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance.

Witesyavwirwa Vianney Kambale, David Krame Kadurha, Ali Deeb, Fadi Al Machot, Taha Bernabia, Kyandoghere Kyamakya

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks.

Witesyavwirwa Vianney Kambale, Ali Deeb, Taha Bernabia, Fadi Al Machot, Kyandoghere Kyamakya

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition.

Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Witesyavwirwa Vianney Kambale, Joachim Pichler, Fadi Al Machot, Kyandoghere Kyamakya

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022

HFM: A Hybrid Feature Model Based on Conditional Auto Encoders for Zero-Shot Learning.

Fadi Al Machot, Mohib Ullah, Habib Ullah

J. Imaging, 2022

Human emotion modeling (HEM): an interface for IoT systems.

Mohammed R. Elkobaisi, Fadi Al Machot

J. Ambient Intell. Humaniz. Comput., 2022

Toward Authentication of Videos: Integer Transform Based Motion Vector Watermarking.

Rafi Ullah, Sultan Daud Khan, Mohib Ullah, Fadi Al Machot, Habib Ullah

IEEE Access, 2022

2021

Document-Image Related Visual Sensors and Machine Learning Techniques.

Kyandoghere Kyamakya, Ahmad Haj Mosa, Fadi Al Machot, Jean Chamberlain Chedjou

Sensors, 2021

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies.

Kyandoghere Kyamakya, Fadi Al Machot, Ahmad Haj Mosa, Hamid Bouchachia, Jean Chamberlain Chedjou, Antoine B. Bagula

Sensors, 2021

Intelligent Transportation Related Complex Systems and Sensors.

Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Ahmad Haj Mosa, Antoine B. Bagula

Sensors, 2021

Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme.

Venkatachalam Kandasamy, Pavel Trojovský, Fadi Al Machot, Kyandoghere Kyamakya, Nebojsa Bacanin, Sameh S. Askar, Mohamed Abouhawwash

Sensors, 2021

2020

Zero-Shot Human Activity Recognition Using Non-Visual Sensors.

Fadi Al Machot, Mohammed R. Elkobaisi, Kyandoghere Kyamakya

Sensors, 2020

2019

A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors.

Fadi Al Machot, Ali Elmachot, Mouhannad Ali, Elyan Al Machot, Kyandoghere Kyamakya

Sensors, 2019

Real-time raindrop detection based on cellular neural networks for ADAS.

Fadi Al Machot, Mouhannad Ali, Ahmad Haj Mosa, Christopher Schwarzlmüller, Markus Gutmann, Kyandoghere Kyamakya

J. Real Time Image Process., 2019

2018

Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments.

Fadi Al Machot, Ahmad Haj Mosa, Mouhannad Ali, Kyandoghere Kyamakya

IEEE Trans. Circuits Syst. Video Technol., 2018

A Globally Generalized Emotion Recognition System Involving Different Physiological Signals.

Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Midhat Jdeed, Elyan Al Machot, Kyandoghere Kyamakya

Sensors, 2018

IoT-based human action prediction and support.

Gabriel Machado Lunardi, Fadi Al Machot, Vladimir A. Shekhovtsov, Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Heinrich C. Mayr, José Palazzo M. de Oliveira

Internet Things, 2018

The HBMS Story - Past and Future of an Active Assistance Approach.

Judith Michael, Claudia Steinberger, Vladimir A. Shekhovtsov, Fadi Al Machot, Suneth Ranasinghe, Gert Morak

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2018

Improving Subject-independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living.

Fadi Al Machot, Mouhannad Ali, Suneth Ranasinghe, Ahmad Haj Mosa, Kyandoghere Kyamakya

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Human Activity Recognition based on Real Life Scenarios.

Fadi Al Machot, Suneth Ranasinghe, Johanna Plattner, Nour Jnoub

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions.

Gabriel Machado Lunardi, Guilherme Medeiros Machado, Fadi Al Machot, Vinícius Maran, Alencar Machado, Heinrich C. Mayr, Vladimir A. Shekhovtsov, José Palazzo M. de Oliveira

Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2016

A review on applications of activity recognition systems with regard to performance and evaluation.

Suneth Ranasinghe, Fadi Al Machot, Heinrich C. Mayr

Int. J. Distributed Sens. Networks, 2016

A novel EEG-based emotion recognition approach for e-healthcare applications.

Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Kyandoghere Kyamakya

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Improving Human Activity Recognition by Smart Windowing and Spatio-Temporal Feature Analysis.

Fadi Al Machot, Heinrich C. Mayr

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A windowing approach for activity recognition in sensor data streams.

Fadi Al Machot, Heinrich C. Mayr, Suneth Ranasinghe

Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

EEG-based emotion recognition approach for e-healthcare applications.

Mouhannad Ali, Ahmad Haj Mosa, Fadi Al Machot, Kyandoghere Kyamakya

Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

HCM-L: Domain-Specific Modeling for Active and Assisted Living.

Heinrich C. Mayr, Fadi Al Machot, Judith Michael, Gert Morak, Suneth Ranasinghe, Vladimir A. Shekhovtsov, Claudia Steinberger

Proceedings of the Domain-Specific Conceptual Modeling, Concepts, Methods and Tools, 2016

2015

ADOxx based tool support for a behavior centered modeling approach.

Judith Michael, Fadi Al Machot, Heinrich C. Mayr

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

2014

Behavior Modeling and Reasoning for Ambient Support: HCM-L Modeler.

Fadi Al Machot, Heinrich C. Mayr, Judith Michael

Proceedings of the Modern Advances in Applied Intelligence, 2014

A Behavior Centered Modeling Tool Based on ADOxx.

Judith Michael, Fadi Al Machot, Heinrich C. Mayr

Proceedings of the Joint Proceedings of the CAiSE 2014 Forum and CAiSE 2014 Doctoral Consortium co-located with the 26th International Conference on Advanced Information Systems Engineering (CAiSE 2014), 2014

2012

CNN Based High Performance Computing for Real Time Image Processing on GPU.

Sasanka Potluri, Alireza Fasih, Laxminand Kishore Vutukuru, Fadi Al Machot, Kyandoghere Kyamakya

Proceedings of the Autonomous Systems: Developments and Trends, 2012

A Novel Real-Time Emotion Detection System for Advanced Driver Assistance Systems.

Fadi Al Machot, Ahmad Haj Mosa, Alireza Fasih, Christopher Schwarzlmüller, Mouhanndad Ali, Kyandoghere Kyamakya

Proceedings of the Autonomous Systems: Developments and Trends, 2012

Enabling a Driver-Specific "Real-Time Road Safety" Assessment through an "Extended Floating Car Data" and Visualization System.

Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Alireza Fasih

Proceedings of the Autonomous Systems: Developments and Trends, 2012

Origin-Destination Estimator Based on Hidden Markov Models for Adaptive Traffic Control.

Ahmad Haj Mosa, Fadi Al Machot, Alireza Fasih, Fidaa Al Machot, Kyandoghere Kyamakya

Proceedings of the 1st Conference on Embedded Systems, 2012

2011

Smart resource-aware multimedia sensor network for automatic detection of complex events.

Fadi Al Machot, Carlo Tasso, Bernhard Dieber, Kyandoghere Kyamakya, Claudio Piciarelli, Christian Micheloni, Sabrina Londero, Massimiliano Valotto, Paolo Omero, Bernhard Rinner

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Real time complex event detection for resource-limited multimedia sensor networks.

Fadi Al Machot, Kyandoghere Kyamakya, Bernhard Dieber, Bernhard Rinner

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

AVSS 2011 demo session: Smart Resource-Aware Multi-Sensor Network.

Fadi Al Machot, Bernhard Dieber, Petra Hossl, Kyandoghere Kyamakya, Sabrina Londero, Christian Micheloni, Paolo Omero, Claudio Piciarelli, Bernhard Rinner, Carlo Tasso, Massimiliano Valotto

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

Camera-based system for tracking and position estimation of humans.

Robert Hartmann, Fadi Al Machot, Philipp Mahr, Christophe Bobda

Proceedings of the 2010 Conference on Design & Architectures for Signal & Image Processing, 2010