Fadi Al Machot

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

Activity Recognition

Transfer Learning

Emotion Recognition

Top Venues

Publications

Witesyavwirwa Vianney Kambale, Mohamed Salem, Taha Benarbia, Fadi Al Machot, Kyandoghere Kyamakya
Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies. Symmetry 16 (2) (2024)
Mahrin Tasfe, Akm Nivrito, Fadi Al Machot, Mohib Ullah, Habib Ullah
Deep Learning Based Models for Paddy Disease Identification and Classification: A Systematic Survey. IEEE Access 12 (2024)
William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning. CoRR (2023)
Fadi Al Machot
Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER). CoRR (2023)
William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning. CoRR (2023)
William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
An Integral Projection-Based Semantic Autoencoder for Zero-Shot Learning. IEEE Access 11 (2023)
Witesyavwirwa Vianney Kambale, David Krame Kadurha, Ali Deeb, Fadi Al Machot, Taha Bernabia, Kyandoghere Kyamakya
Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance. ICECS (2023)
Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Witesyavwirwa Vianney Kambale, Joachim Pichler, Fadi Al Machot, Kyandoghere Kyamakya
A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition. ICECS (2023)
Witesyavwirwa Vianney Kambale, Ali Deeb, Taha Bernabia, Fadi Al Machot, Kyandoghere Kyamakya
Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks. ICECS (2023)
Habib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad
Deep learning based speech emotion recognition for Parkinson patient. Image Processing: Algorithms and Systems (2023)
Ali Deeb, Abdalrahman Ibrahim, Mohamed Salem, Joachim Pichler, Sergii Tkachov, Anjeza Karaj, Fadi Al Machot, Kyandoghere Kyamakya
A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy. Sensors 23 (6) (2023)
Florenc Demrozi, Cristian Turetta, Fadi Al Machot, Graziano Pravadelli, Philipp H. Kindt
A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition. CoRR (2023)
Fadi Al Machot, Mohib Ullah, Habib Ullah
HFM: A Hybrid Feature Model Based on Conditional Auto Encoders for Zero-Shot Learning. J. Imaging 8 (6) (2022)
Mohammed R. Elkobaisi, Fadi Al Machot
Human emotion modeling (HEM): an interface for IoT systems. J. Ambient Intell. Humaniz. Comput. 13 (8) (2022)
Rafi Ullah, Sultan Daud Khan, Mohib Ullah, Fadi Al Machot, Habib Ullah
Toward Authentication of Videos: Integer Transform Based Motion Vector Watermarking. IEEE Access 10 (2022)
Venkatachalam Kandasamy, Pavel Trojovský, Fadi Al Machot, Kyandoghere Kyamakya, Nebojsa Bacanin, Sameh S. Askar, Mohamed Abouhawwash
Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme. Sensors 21 (22) (2021)
Kyandoghere Kyamakya, Ahmad Haj Mosa, Fadi Al Machot, Jean Chamberlain Chedjou
Document-Image Related Visual Sensors and Machine Learning Techniques. Sensors 21 (17) (2021)
Kyandoghere Kyamakya, Fadi Al Machot, Ahmad Haj Mosa, Hamid Bouchachia, Jean Chamberlain Chedjou, Antoine B. Bagula
Emotion and Stress Recognition Related Sensors and Machine Learning Technologies. Sensors 21 (7) (2021)
Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Ahmad Haj Mosa, Antoine B. Bagula
Intelligent Transportation Related Complex Systems and Sensors. Sensors 21 (6) (2021)
Fadi Al Machot, Mohammed R. Elkobaisi, Kyandoghere Kyamakya
Zero-Shot Human Activity Recognition Using Non-Visual Sensors. Sensors 20 (3) (2020)
Fadi Al Machot, Ali Elmachot, Mouhannad Ali, Elyan Al Machot, Kyandoghere Kyamakya
A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors. Sensors 19 (7) (2019)
Fadi Al Machot, Mouhannad Ali, Ahmad Haj Mosa, Christopher Schwarzlmüller, Markus Gutmann, Kyandoghere Kyamakya
Real-time raindrop detection based on cellular neural networks for ADAS. J. Real Time Image Process. 16 (4) (2019)
Fadi Al Machot, Ahmad Haj Mosa, Mouhannad Ali, Kyandoghere Kyamakya
Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Gabriel Machado Lunardi, Fadi Al Machot, Vladimir A. Shekhovtsov, Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Heinrich C. Mayr, José Palazzo M. de Oliveira
IoT-based human action prediction and support. Internet Things (2018)
Gabriel Machado Lunardi, Guilherme Medeiros Machado, Fadi Al Machot, Vinícius Maran, Alencar Machado, Heinrich C. Mayr, Vladimir A. Shekhovtsov, José Palazzo M. de Oliveira
Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. AINA (2018)
Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Midhat Jdeed, Elyan Al Machot, Kyandoghere Kyamakya
A Globally Generalized Emotion Recognition System Involving Different Physiological Signals. Sensors 18 (6) (2018)
Judith Michael, Claudia Steinberger, Vladimir A. Shekhovtsov, Fadi Al Machot, Suneth Ranasinghe, Gert Morak
The HBMS Story - Past and Future of an Active Assistance Approach. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 13 (Special) (2018)
Fadi Al Machot, Suneth Ranasinghe, Johanna Plattner, Nour Jnoub
Human Activity Recognition based on Real Life Scenarios. PerCom Workshops (2018)
Fadi Al Machot, Mouhannad Ali, Suneth Ranasinghe, Ahmad Haj Mosa, Kyandoghere Kyamakya
Improving Subject-independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living. PETRA (2018)
Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Kyandoghere Kyamakya
A novel EEG-based emotion recognition approach for e-healthcare applications. SAC (2016)
Mouhannad Ali, Ahmad Haj Mosa, Fadi Al Machot, Kyandoghere Kyamakya
EEG-based emotion recognition approach for e-healthcare applications. ICUFN (2016)
Fadi Al Machot, Heinrich C. Mayr, Suneth Ranasinghe
A windowing approach for activity recognition in sensor data streams. ICUFN (2016)
Suneth Ranasinghe, Fadi Al Machot, Heinrich C. Mayr
A review on applications of activity recognition systems with regard to performance and evaluation. Int. J. Distributed Sens. Networks 12 (8) (2016)
Fadi Al Machot, Heinrich C. Mayr
Improving Human Activity Recognition by Smart Windowing and Spatio-Temporal Feature Analysis. PETRA (2016)
Judith Michael, Fadi Al Machot, Heinrich C. Mayr
ADOxx based tool support for a behavior centered modeling approach. PETRA (2015)
Fadi Al Machot, Heinrich C. Mayr, Judith Michael
Behavior Modeling and Reasoning for Ambient Support: HCM-L Modeler. IEA/AIE (2) (2014)
Judith Michael, Fadi Al Machot, Heinrich C. Mayr
A Behavior Centered Modeling Tool Based on ADOxx. CAiSE (Forum/Doctoral Consortium) (2014)
Ahmad Haj Mosa, Fadi Al Machot, Alireza Fasih, Fidaa Al Machot, Kyandoghere Kyamakya
Origin-Destination Estimator Based on Hidden Markov Models for Adaptive Traffic Control. CESCIT (2012)
Fadi Al Machot, Kyandoghere Kyamakya, Bernhard Dieber, Bernhard Rinner
Real time complex event detection for resource-limited multimedia sensor networks. AVSS (2011)
Fadi Al Machot, Carlo Tasso, Bernhard Dieber, Kyandoghere Kyamakya, Claudio Piciarelli, Christian Micheloni, Sabrina Londero, Massimiliano Valotto, Paolo Omero, Bernhard Rinner
Smart resource-aware multimedia sensor network for automatic detection of complex events. AVSS (2011)
Fadi Al Machot, Bernhard Dieber, Petra Hossl, Kyandoghere Kyamakya, Sabrina Londero, Christian Micheloni, Paolo Omero, Claudio Piciarelli, Bernhard Rinner, Carlo Tasso, Massimiliano Valotto
AVSS 2011 demo session: Smart Resource-Aware Multi-Sensor Network. AVSS (2011)
Robert Hartmann, Fadi Al Machot, Philipp Mahr, Christophe Bobda
Camera-based system for tracking and position estimation of humans. DASIP (2010)