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Fadi Al Machot
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2020 – today
- 2024
- [j20]Ali Deeb
, Mohamed Salem
A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique. IEEE Access 12: 29308-29344 (2024) - [j19]Mahrin Tasfe
Deep Learning Based Models for Paddy Disease Identification and Classification: A Systematic Survey. IEEE Access 12: 100862-100891 (2024) - [j18]Witesyavwirwa Vianney Kambale, Mohamed Salem
Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies. Symmetry 16(2): 241 (2024) - [c21]Florenc Demrozi, Fadi Al Machot:
An Enhanced Subject-Independent Approach for Hand-Based Micro Activities Recognition. COINS 2024: 1-5 - [c20]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:
Battery manufacturing knowledge infrastructure requirements for multicriteria optimization based decision support in design of simulation. SeMatS@SEMANTiCS 2024: 112-119 - [i5]William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot:
RevCD - Reversed Conditional Diffusion for Generalized Zero-Shot Learning. CoRR abs/2409.00511 (2024) - 2023
- [j17]William Heyden
An Integral Projection-Based Semantic Autoencoder for Zero-Shot Learning. IEEE Access 11: 85351-85360 (2023) - [j16]Ali Deeb
A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy. Sensors 23(6): 2989 (2023) - [c19]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: 1-6 - [c18]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: 1-7 - [c17]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: 1-6 - [c16]Habib Khan
Deep learning based speech emotion recognition for Parkinson patient. Image Processing: Algorithms and Systems 2023: 298-1 - [i4]William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot:
An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning. CoRR abs/2306.14628 (2023) - [i3]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 abs/2307.05988 (2023) - [i2]Fadi Al Machot:
Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER). CoRR abs/2312.11651 (2023) - [i1]William Heyden, Habib Ullah, Muhammad Salman Siddiqui, Fadi Al Machot:
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning. CoRR abs/2312.13100 (2023) - 2022
- [j15]Rafi Ullah
Toward Authentication of Videos: Integer Transform Based Motion Vector Watermarking. IEEE Access 10: 75063-75073 (2022) - [j14]Mohammed R. Elkobaisi
Human emotion modeling (HEM): an interface for IoT systems. J. Ambient Intell. Humaniz. Comput. 13(8): 4009-4017 (2022) - [j13]Fadi Al Machot
HFM: A Hybrid Feature Model Based on Conditional Auto Encoders for Zero-Shot Learning. J. Imaging 8(6): 171 (2022) - 2021
- [j12]Kyandoghere Kyamakya
Intelligent Transportation Related Complex Systems and Sensors. Sensors 21(6): 2235 (2021) - [j11]Kyandoghere Kyamakya
Emotion and Stress Recognition Related Sensors and Machine Learning Technologies. Sensors 21(7): 2273 (2021) - [j10]Kyandoghere Kyamakya
Document-Image Related Visual Sensors and Machine Learning Techniques. Sensors 21(17): 5849 (2021) - [j9]Venkatachalam Kandasamy, Pavel Trojovský
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): 7582 (2021) - 2020
- [j8]Fadi Al Machot, Mohammed R. Elkobaisi, Kyandoghere Kyamakya
Zero-Shot Human Activity Recognition Using Non-Visual Sensors. Sensors 20(3): 825 (2020)
2010 – 2019
- 2019
- [j7]Fadi Al Machot, Mouhannad Ali, Ahmad Haj Mosa
Real-time raindrop detection based on cellular neural networks for ADAS. J. Real Time Image Process. 16(4): 931-943 (2019) - [j6]Fadi Al Machot, Ali Elmachot, Mouhannad Ali
A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors. Sensors 19(7): 1659 (2019) - 2018
- [j5]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): 345-370 (2018) - [j4]Gabriel Machado Lunardi, Fadi Al Machot, Vladimir A. Shekhovtsov
IoT-based human action prediction and support. Internet Things 3-4: 52-68 (2018) - [j3]Mouhannad Ali
A Globally Generalized Emotion Recognition System Involving Different Physiological Signals. Sensors 18(6): 1905 (2018) - [j2]Fadi Al Machot
Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments. IEEE Trans. Circuits Syst. Video Technol. 28(10): 2933-2945 (2018) - [c15]Gabriel Machado Lunardi
Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions. AINA 2018: 593-600 - [c14]Fadi Al Machot, Suneth Ranasinghe, Johanna Plattner, Nour Jnoub:
Human Activity Recognition based on Real Life Scenarios. PerCom Workshops 2018: 3-8 - [c13]Fadi Al Machot, Mouhannad Ali, Suneth Ranasinghe, Ahmad Haj Mosa
Improving Subject-independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living. PETRA 2018: 222-228 - 2016
- [j1]Suneth Ranasinghe
A review on applications of activity recognition systems with regard to performance and evaluation. Int. J. Distributed Sens. Networks 12(8) (2016) - [c12]Mouhannad Ali, Ahmad Haj Mosa
EEG-based emotion recognition approach for e-healthcare applications. ICUFN 2016: 946-950 - [c11]Fadi Al Machot, Heinrich C. Mayr, Suneth Ranasinghe
A windowing approach for activity recognition in sensor data streams. ICUFN 2016: 951-953 - [c10]Fadi Al Machot, Heinrich C. Mayr:
Improving Human Activity Recognition by Smart Windowing and Spatio-Temporal Feature Analysis. PETRA 2016: 56 - [c9]Mouhannad Ali, Fadi Al Machot, Ahmad Haj Mosa
A novel EEG-based emotion recognition approach for e-healthcare applications. SAC 2016: 162-164 - [p4]Heinrich C. Mayr, Fadi Al Machot, Judith Michael
HCM-L: Domain-Specific Modeling for Active and Assisted Living. Domain-Specific Conceptual Modeling 2016: 527-552 - 2015
- [c8]Judith Michael
ADOxx based tool support for a behavior centered modeling approach. PETRA 2015: 41:1-41:8 - 2014
- [c7]Judith Michael, Fadi Al Machot, Heinrich C. Mayr:
A Behavior Centered Modeling Tool Based on ADOxx. CAiSE (Forum/Doctoral Consortium) 2014: 153-160 - [c6]Fadi Al Machot, Heinrich C. Mayr, Judith Michael
Behavior Modeling and Reasoning for Ambient Support: HCM-L Modeler. IEA/AIE (2) 2014: 388-397 - 2012
- [c5]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: 92-96 - [p3]Sasanka Potluri, Alireza Fasih, Laxminand Kishore Vutukuru, Fadi Al Machot, Kyandoghere Kyamakya:
CNN Based High Performance Computing for Real Time Image Processing on GPU. Autonomous Systems: Developments and Trends 2012: 255-266 - [p2]Fadi Al Machot, Ahmad Haj Mosa
A Novel Real-Time Emotion Detection System for Advanced Driver Assistance Systems. Autonomous Systems: Developments and Trends 2012: 267-276 - [p1]Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Fadi Al Machot, Alireza Fasih:
Enabling a Driver-Specific "Real-Time Road Safety" Assessment through an "Extended Floating Car Data" and Visualization System. Autonomous Systems: Developments and Trends 2012: 277-292 - 2011
- [c4]Fadi Al Machot, Carlo Tasso, Bernhard Dieber, Kyandoghere Kyamakya, Claudio Piciarelli
Smart resource-aware multimedia sensor network for automatic detection of complex events. AVSS 2011: 402-407 - [c3]Fadi Al Machot, Kyandoghere Kyamakya, Bernhard Dieber, Bernhard Rinner:
Real time complex event detection for resource-limited multimedia sensor networks. AVSS 2011: 468-473 - [c2]Fadi Al Machot, Bernhard Dieber, Petra Hossl, Kyandoghere Kyamakya, Sabrina Londero, Christian Micheloni
AVSS 2011 demo session: Smart Resource-Aware Multi-Sensor Network. AVSS 2011: 529-530 - 2010
- [c1]Robert Hartmann, Fadi Al Machot, Philipp Mahr, Christophe Bobda:
Camera-based system for tracking and position estimation of humans. DASIP 2010: 62-67
Coauthor Index
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last updated on 2024-11-04 21:41 CET by the dblp team
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