Fadi Al Machot

62 papers B 4Misc 1Journal 31Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning-Based Models for Paddy Disease Classification and Segmentation: An Experimental Review. IEEE Access Mahrin Tasfe, Akm Nivrito, Fadi Al Machot, Mohib Ullah, Faouzi Alaya Cheikh, Habib Ullah
2025	—	`conf`	Few-Shot Learning for Hand-Based Micro Activity Recognition. COINS Florenc Demrozi, Fadi Al Machot
2025	J	`jnl`	HADL Framework for Noise Resilient Long-Term Time Series Forecasting. CoRR Aditya Dey, Jonas Kusch, Fadi Al Machot
2025	J	`jnl`	NASP-T: A Fuzzy Neuro-Symbolic Transformer for Logic-Constrained Aviation Safety Report Classification. CoRR Fadi Al Machot, Fidaa Al Machot
2025	—	`conf`	Recognizing Hand-Based Micro Activities Using Wrist-Worn Inertial Sensors: A Zero-Shot Learning Approach. The Combined Power of Research, Education, and Dissemination Fadi Al Machot, Habib Ullah, Florenc Demrozi
2025	—	`conf`	RevCD: Reversed Conditional Diffusion for Generalized Zero-Shot Learning. DeLTA William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2025	—	`conf`	SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning. WACV (Workshops) William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2025	J	`jnl`	Towards Sustainable Universal Deepfake Detection with Frequency-Domain Masking. CoRR Chandler Timm C. Doloriel, Habib Ullah, Kristian Hovde Liland, Fadi Al Machot, Ngai-Man Cheung
2025	—	`conf`	Uncertainty Estimation and Calibration of a Few-Shot Transfer Learning Model for Lettuce Phenotyping. IC3K (KDIR) Rusith Chamara Hathurusinghe Dewage, Habib Ullah, Muhammad Salman Siddiqui, Rakibul Islam, Fadi Al Machot
2024	J	`jnl`	A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique. IEEE Access Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Joachim Pichler, Sergii Tkachov, Anjeza Karaj, Fadi Al Machot, Kyandoghere Kyamakya
2024	—	`conf`	An Enhanced Subject-Independent Approach for Hand-Based Micro Activities Recognition. COINS Florenc Demrozi, Fadi Al Machot
2024	—	`conf`	Battery manufacturing knowledge infrastructure requirements for multicriteria optimization based decision support in design of simulation. SeMatS@SEMANTiCS 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
2024	J	`jnl`	Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet). CoRR Fadi Al Machot, Martin Thomas Horsch, Habib Ullah
2024	J	`jnl`	Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies. Symmetry Witesyavwirwa Vianney Kambale, Mohamed Salem, Taha Benarbia, Fadi Al Machot, Kyandoghere Kyamakya
2024	J	`jnl`	Deep Learning Based Models for Paddy Disease Identification and Classification: A Systematic Survey. IEEE Access Mahrin Tasfe, Akm Nivrito, Fadi Al Machot, Mohib Ullah, Habib Ullah
2024	—	`conf`	Exploration of Core Concepts Required for Mid- and Domain-level Ontology Development to Facilitate Explainable-AI-readiness of Data and Models. DAO-XAI@ECAI 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
2024	J	`jnl`	RevCD - Reversed Conditional Diffusion for Generalized Zero-Shot Learning. CoRR William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2024	J	`jnl`	Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach. CoRR Fadi Al Machot, Martin Thomas Horsch, Habib Ullah
2023	J	`jnl`	A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition. CoRR Florenc Demrozi, Cristian Turetta, Fadi Al Machot, Graziano Pravadelli, Philipp H. Kindt
2023	J	`jnl`	A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy. Sensors Ali Deeb, Abdalrahman Ibrahim, Mohamed Salem, Joachim Pichler, Sergii Tkachov, Anjeza Karaj, Fadi Al Machot, Kyandoghere Kyamakya
2023	—	`conf`	A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition. ICECS Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Witesyavwirwa Vianney Kambale, Joachim Pichler, Fadi Al Machot, Kyandoghere Kyamakya
2023	J	`jnl`	An Integral Projection-Based Semantic Autoencoder for Zero-Shot Learning. IEEE Access William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2023	J	`jnl`	An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning. CoRR William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2023	J	`jnl`	Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER). CoRR Fadi Al Machot
2023	—	`conf`	Deep learning based speech emotion recognition for Parkinson patient. Image Processing: Algorithms and Systems Habib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad
2023	—	`conf`	Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks. ICECS Witesyavwirwa Vianney Kambale, Ali Deeb, Taha Bernabia, Fadi Al Machot, Kyandoghere Kyamakya
2023	J	`jnl`	SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning. CoRR William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot
2023	—	`conf`	Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance. ICECS Witesyavwirwa Vianney Kambale, David Krame Kadurha, Ali Deeb, Fadi Al Machot, Taha Bernabia, Kyandoghere Kyamakya
2022	J	`jnl`	HFM: A Hybrid Feature Model Based on Conditional Auto Encoders for Zero-Shot Learning. J. Imaging Fadi Al Machot, Mohib Ullah, Habib Ullah
2022	J	`jnl`	Human emotion modeling (HEM): an interface for IoT systems. J. Ambient Intell. Humaniz. Comput. Mohammed R. Elkobaisi, Fadi Al Machot
2022	J	`jnl`	Toward Authentication of Videos: Integer Transform Based Motion Vector Watermarking. IEEE Access Rafi Ullah, Sultan Daud Khan, Mohib Ullah, Fadi Al Machot, Habib Ullah
2021	J	`jnl`	Document-Image Related Visual Sensors and Machine Learning Techniques. Sensors Kyandoghere Kyamakya, Ahmad Haj Mosa, Fadi Al Machot, Jean Chamberlain Chedjou
2021	J	`jnl`	Emotion and Stress Recognition Related Sensors and Machine Learning Technologies. Sensors Kyandoghere Kyamakya, Fadi Al Machot, Ahmad Haj Mosa, Hamid Bouchachia, Jean Chamberlain Chedjou, Antoine B. Bagula
2021	J	`jnl`	Intelligent Transportation Related Complex Systems and Sensors. Sensors Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Ahmad Haj Mosa, Antoine B. Bagula
2021	J	`jnl`	Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme. Sensors Venkatachalam Kandasamy, Pavel Trojovský, Fadi Al Machot, Kyandoghere Kyamakya, Nebojsa Bacanin, Sameh S. Askar, Mohamed Abouhawwash
2020	J	`jnl`	Zero-Shot Human Activity Recognition Using Non-Visual Sensors. Sensors Fadi Al Machot, Mohammed R. Elkobaisi, Kyandoghere Kyamakya
2019	J	`jnl`	A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors. Sensors Fadi Al Machot, Ali Elmachot, Mouhannad Ali, Elyan Al Machot, Kyandoghere Kyamakya
2019	J	`jnl`	Real-time raindrop detection based on cellular neural networks for ADAS. J. Real Time Image Process. Fadi Al Machot, Mouhannad Ali, Ahmad Haj Mosa, Christopher Schwarzlmüller, Markus Gutmann, Kyandoghere Kyamakya
2018	J	`jnl`	A Globally Generalized Emotion Recognition System Involving Different Physiological Signals. Sensors Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Midhat Jdeed, Elyan Al Machot, Kyandoghere Kyamakya
2018	J	`jnl`	Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments. IEEE Trans. Circuits Syst. Video Technol. Fadi Al Machot, Ahmad Haj Mosa, Mouhannad Ali, Kyandoghere Kyamakya
2018	—	`conf`	Human Activity Recognition based on Real Life Scenarios. PerCom Workshops Fadi Al Machot, Suneth Ranasinghe, Johanna Plattner, Nour Jnoub
2018	—	`conf`	Improving Subject-independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living. PETRA Fadi Al Machot, Mouhannad Ali, Suneth Ranasinghe, Ahmad Haj Mosa, Kyandoghere Kyamakya
2018	J	`jnl`	IoT-based human action prediction and support. Internet Things Gabriel Machado Lunardi, Fadi Al Machot, Vladimir A. Shekhovtsov, Vinícius Maran, Guilherme Medeiros Machado, Alencar Machado, Heinrich C. Mayr, José Palazzo M. de Oliveira
2018	B	`conf`	Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. AINA Gabriel Machado Lunardi, Guilherme Medeiros Machado, Fadi Al Machot, Vinícius Maran, Alencar Machado, Heinrich C. Mayr, Vladimir A. Shekhovtsov, José Palazzo M. de Oliveira
2018	J	`jnl`	The HBMS Story - Past and Future of an Active Assistance Approach. Enterp. Model. Inf. Syst. Archit. Judith Michael, Claudia Steinberger, Vladimir A. Shekhovtsov, Fadi Al Machot, Suneth Ranasinghe, Gert Morak
2016	Misc	`conf`	A novel EEG-based emotion recognition approach for e-healthcare applications. SAC Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa, Kyandoghere Kyamakya
2016	J	`jnl`	A review on applications of activity recognition systems with regard to performance and evaluation. Int. J. Distributed Sens. Networks Suneth Ranasinghe, Fadi Al Machot, Heinrich C. Mayr
2016	—	`conf`	A windowing approach for activity recognition in sensor data streams. ICUFN Fadi Al Machot, Heinrich C. Mayr, Suneth Ranasinghe
2016	—	`conf`	EEG-based emotion recognition approach for e-healthcare applications. ICUFN Mouhannad Ali, Ahmad Haj Mosa, Fadi Al Machot, Kyandoghere Kyamakya
2016	—	`ch.`	HCM-L: Domain-Specific Modeling for Active and Assisted Living. Domain-Specific Conceptual Modeling Heinrich C. Mayr, Fadi Al Machot, Judith Michael, Gert Morak, Suneth Ranasinghe, Vladimir A. Shekhovtsov, Claudia Steinberger
2016	—	`conf`	Improving Human Activity Recognition by Smart Windowing and Spatio-Temporal Feature Analysis. PETRA Fadi Al Machot, Heinrich C. Mayr
2015	—	`conf`	ADOxx based tool support for a behavior centered modeling approach. PETRA Judith Michael, Fadi Al Machot, Heinrich C. Mayr
2014	—	`conf`	A Behavior Centered Modeling Tool Based on ADOxx. CAiSE (Forum/Doctoral Consortium) Judith Michael, Fadi Al Machot, Heinrich C. Mayr
2014	—	`conf`	Behavior Modeling and Reasoning for Ambient Support: HCM-L Modeler. IEA/AIE (2) Fadi Al Machot, Heinrich C. Mayr, Judith Michael
2012	—	`ch.`	A Novel Real-Time Emotion Detection System for Advanced Driver Assistance Systems. Autonomous Systems: Developments and Trends Fadi Al Machot, Ahmad Haj Mosa, Alireza Fasih, Christopher Schwarzlmüller, Mouhanndad Ali, Kyandoghere Kyamakya
2012	—	`ch.`	CNN Based High Performance Computing for Real Time Image Processing on GPU. Autonomous Systems: Developments and Trends Sasanka Potluri, Alireza Fasih, Laxminand Kishore Vutukuru, Fadi Al Machot, Kyandoghere Kyamakya
2012	—	`ch.`	Enabling a Driver-Specific "Real-Time Road Safety" Assessment through an "Extended Floating Car Data" and Visualization System. Autonomous Systems: Developments and Trends Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Alireza Fasih
2012	—	`conf`	Origin-Destination Estimator Based on Hidden Markov Models for Adaptive Traffic Control. CESCIT Ahmad Haj Mosa, Fadi Al Machot, Alireza Fasih, Fidaa Al Machot, Kyandoghere Kyamakya
2011	B	`conf`	AVSS 2011 demo session: Smart Resource-Aware Multi-Sensor Network. AVSS Fadi Al Machot, Bernhard Dieber, Petra Hossl, Kyandoghere Kyamakya, Sabrina Londero, Christian Micheloni, Paolo Omero, Claudio Piciarelli, Bernhard Rinner, Carlo Tasso, Massimiliano Valotto
2011	B	`conf`	Real time complex event detection for resource-limited multimedia sensor networks. AVSS Fadi Al Machot, Kyandoghere Kyamakya, Bernhard Dieber, Bernhard Rinner
2011	B	`conf`	Smart resource-aware multimedia sensor network for automatic detection of complex events. AVSS Fadi Al Machot, Carlo Tasso, Bernhard Dieber, Kyandoghere Kyamakya, Claudio Piciarelli, Christian Micheloni, Sabrina Londero, Massimiliano Valotto, Paolo Omero, Bernhard Rinner
2010	—	`conf`	Camera-based system for tracking and position estimation of humans. DASIP Robert Hartmann, Fadi Al Machot, Philipp Mahr, Christophe Bobda