Fady Alnajjar

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 52

Top Topics

Systematic Review

Emotion Recognition

Top Venues

Publications

Belal Saeed Alsinglawi, Fady Alnajjar, Mohammed Alorjani, Osama Mohammed Al-Shari, Mauricio Novoa, Omar Mubin
Predicting Hospital Stay Length Using Explainable Machine Learning. IEEE Access 12 (2024)
Medha Mohan Ambali Parambil, Luqman Ali, Muhammed Swavaf, Salah Bouktif, Munkhjargal Gochoo, Hamad Aljassmi, Fady Alnajjar
Navigating the YOLO Landscape: A Comparative Study of Object Detection Models for Emotion Recognition. IEEE Access 12 (2024)
Luqman Ali, Hamad Aljassmi, Muhammed Swavaf, Wasif Khan, Fady Alnajjar
Rs-net: Residual Sharp U-Net architecture for pavement crack segmentation and severity assessment. J. Big Data 11 (1) (2024)
Md. Zasim Uddin, Md. Arif Shahriar, Md. Nadim Mahamood, Fady Alnajjar, Md. Ileas Pramanik, Md Atiqur Rahman Ahad
Deep learning with image-based autism spectrum disorder analysis: A systematic review. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa
The 8th AI City Challenge. CoRR (2024)
Leila Mouzehkesh Pirborj, Fady Alnajjar, Saman Shafigh
Empowering Helpers: Reversing Roles in Paediatric Rehab with Humanoid Robots and Sensory Games. IE (2024)
Belal Alsinglawi, Omar Mubin, Fady Alnajjar, Khalid Kheirallah, Mahmoud Elkhodr, Mohammed Al-Zobbi, Mauricio Novoa, Mudassar Arsalan, Tahmina Nasrin Poly, Munkhjargal Gochoo, Gulfaraz Khan, Kapal Dev
A simulated measurement for COVID-19 pandemic using the effective reproductive number on an empirical portion of population: epidemiological models. Neural Comput. Appl. 35 (31) (2023)
Mohammed Abduljabbar, Munkhjargal Gochoo, Mohamad T. Sultan, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Jose Berengueres, Fady Alnajjar, Ashika Abdul Rasheed, Ahmed Alshamsi, Naser Alsaedi
A Cloud-Based 3D Digital Twin for Arabic Sign Language Alphabet Using Machine Learning Object Detection Model. IIT (2023)
Md. Nadim Mahamood, Md. Zasim Uddin, Md. Arif Shahriar, Fady Alnajjar, Md Atiqur Rahman Ahad
Autism Spectrum Disorder Classification via Local and Global Feature Representation of Facial Image. SMC (2023)
Reem AlNuaimi, Fady Alnajjar, Hassan Abdulmouti
PEEP with Cloud Encryption: A Dual-Layered Privacy Solution for Emotion Recognition Systems. IIT (2023)
Zouheir Trabelsi, Fady Alnajjar, Medha Mohan Ambali Parambil, Munkhjargal Gochoo, Luqman Ali
Real-Time Attention Monitoring System for Classroom: A Deep Learning Approach for Student's Behavior Recognition. Big Data Cogn. Comput. 7 (1) (2023)
Zhao Zou, Fady Alnajjar, Michael Lwin, Abdullah Al Mahmud, Muhammed Swavaf, Aila Khan, Omar Mubin
Human Perception of Emotional Responses to Changes in Auditory Attributes of Humanoid Agents. ICSR (1) (2023)
Munkhjargal Gochoo, Ganzorig Batnasan, Ahmed Abdelhadi Ahmed, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih, Tan-Hsu Tan, Khin Wee Lai
Fine-Tuning Vision Transformer for Arabic Sign Language Video Recognition on Augmented Small-Scale Dataset. SMC (2023)
Medha Mohan Ambali Parambil, Amna Mohammed Abdulla Alhammadi, Fady Alnajjar, Zouheir Trabelsi, Luqman Ali, Muhammed Swavaf
Visualizing Student Attention in Smart Classrooms: A Preliminary Study. IIT (2023)
Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Erkhembayar Ganbold, Jun-Wei Hsieh, Ming-Ching Chang, Ping-Yang Chen, Byambaa Dorj, Hamad Al Jassmi, Ganzorig Batnasan, Fady Alnajjar, Mohammed Abduljabbar, Fang-Pang Lin
FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection. CVPR Workshops (2023)
Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Erkhembayar Ganbold, Jun-Wei Hsieh, Ming-Ching Chang, Ping-Yang Chen, Byambaa Dorj, Hamad Al Jassmi, Ganzorig Batnasan, Fady Alnajjar, Mohammed Abduljabbar, Fang-Pang Lin
FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection. CoRR (2023)
Leila Mouzehkesh Pirborj, Fady Alnajjar, Stephen Mathew, Rafat Damseh, Muthu Kumar Nadimuthu
A Set of Serious Games Scenarios Based on Pepper Robots as Rehab Standing Frames for Children with Cerebral Palsy. ICSR (1) (2023)
Abdelrahman Osman Elfaki, Mohammed Abduljabbar, Luqman Ali, Fady Alnajjar, Dua'a Mehiar, Ashraf M. Marei, Tareq Alhmiedat, Adel Al-Jumaily
Revolutionizing Social Robotics: A Cloud-Based Framework for Enhancing the Intelligence and Autonomy of Social Robots. Robotics 12 (2) (2023)
Omar Mubin, Fady Alnajjar, Mudassar Arsalan
HCI Research in the Middle East and North Africa: A Bibliometric and Socioeconomic Overview. Int. J. Hum. Comput. Interact. 38 (16) (2022)
Muneeb Imtiaz Ahmad, Yuan Gao, Fady Alnajjar, Suleman Shahid, Omar Mubin
Emotion and memory model for social robots: a reinforcement learning based behaviour selection. Behav. Inf. Technol. 41 (15) (2022)
Abdulrahman Majed Renawi, Fady Alnajjar, Medha Parambil, Zouheir Trabelsi, Munkhjargal Gochoo, Sumaya Khalid, Omar Mubin
A simplified real-time camera-based attention assessment system for classrooms: pilot study. Educ. Inf. Technol. 27 (4) (2022)
Hemin Ibrahim, Chu Kiong Loo, Fady Alnajjar
Bidirectional parallel echo state network for speech emotion recognition. Neural Comput. Appl. 34 (20) (2022)
Luqman Ali, Fady Alnajjar, Medha Mohan Ambali Parambil, Mohammad Issam Younes, Ziad Ismail Abdelhalim, Hamad Aljassmi
Development of YOLOv5-Based Real-Time Smart Monitoring System for Increasing Lab Safety Awareness in Educational Institutions. Sensors 22 (22) (2022)
Prinu C. Philip, Faris Subaihi, Simon Musgun, Solomon Ghebretatios, Fady Alnajjar
Solar Car Parking for Maximum Power Utilization at the United Arab Emirates University: Case Study. ICR (2022)
Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Fady Alnajjar, Luqman Ali, Tan-Hsu Tan, Jun-Wei Hsieh, Ping-Yang Chen
SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection. Sensors 22 (6) (2022)
Leila Mouzehkesh Pirborj, Omar Mubin, Michael Lwin, Aila Khan, Fady Alnajjar
What doesn't kill you makes you stronger: Conceptualising social robot's pain and Consumer's Empathic response through touch. HAI (2022)
Ganzorig Batnasan, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih
ArSL21L: Arabic Sign Language Letter Dataset Benchmarking and an Educational Avatar for Metaverse Applications. EDUCON (2022)
Munkhjargal Gochoo, Fady Alnajjar, Tan-Hsu Tan, Sumayya Khalid
Towards Privacy-Preserved Aging in Place: A Systematic Review. Sensors 21 (9) (2021)
Luubaatar Badarch, Munkhjargal Gochoo, Ganzorig Batnasan, Fady Alnajjar, Tan-Hsu Tan
Ultra-Low Resolution Infrared Sensor-Based Wireless Sensor Network for Privacy-Preserved Recognition of Daily Activities of Living. NCA (2021)
Fady Alnajjar, Massimiliano Lorenzo Cappuccio, Abdulrahman Majed Renawi, Omar Mubin, Chu Kiong Loo
Personalized Robot Interventions for Autistic Children: An Automated Methodology for Attention Assessment. Int. J. Soc. Robotics 13 (1) (2021)
Tetiana Habuza, Nazar Zaki, Yauhen Statsenko, Fady Alnajjar, Sanaa Elyassami
Predicting the diagnosis of dementia from MRI data: added value to cognitive tests. ArabWIC (2021)
Hiroki Kogami, Qi An, Ningjia Yang, Ruoxi Wang, Kazunori Yoshida, Hiroyuki Hamada, Hiroshi Yamakawa, Yusuke Tamura, Shingo Shimoda, Hiroshi Yamasaki, Moeka Yokoyama, Fady Alnajjar, Noriaki Hattori, Koji Takahashi, Takanori Fujii, Hironori Otomune, Ichiro Miyai, Atsushi Yamashita, Hajime Asama
Analysis of muscle synergy and kinematics in sit-to-stand motion of hemiplegic patients in subacute period. Adv. Robotics 35 (13-14) (2021)
Hemin Ibrahim, Chu Kiong Loo, Fady Alnajjar
Grouped Echo State Network with Late Fusion for Speech Emotion Recognition. ICONIP (3) (2021)
Parvez Ahmad, Hai Jin, Roobaea Alroobaea, Saqib Qamar, Ran Zheng, Fady Alnajjar, Fathia Aboudi
MH UNet: A Multi-Scale Hierarchical Based Architecture for Medical Image Segmentation. IEEE Access 9 (2021)
Hemin Ibrahim, Chu Kiong Loo, Fady Alnajjar
Speech Emotion Recognition by Late Fusion for Bidirectional Reservoir Computing With Random Projection. IEEE Access 9 (2021)
Khaled Al Rabaiei, Fady Alnajjar, Amir Ahmad
Kano Model Integration with Data Mining to Predict Customer Satisfaction. Big Data Cogn. Comput. 5 (4) (2021)
Shuaibing Liang, Aznul Qalid Md Sabri, Fady Alnajjar, Chu Kiong Loo
Autism Spectrum Self-Stimulatory Behaviors Classification Using Explainable Temporal Coherency Deep Features and SVM Classifier. IEEE Access 9 (2021)
Luqman Ali, Fady Alnajjar, Hamad Al Jassmi, Munkhjargal Gochoo, Wasif Khan, Mohamed Adel Serhani
Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures. Sensors 21 (5) (2021)
Omar Mubin, Fady Alnajjar, Abdullah Shamail, Suleman Shahid, Simeon Simoff
The new norm: Computer Science conferences respond to COVID-19. Scientometrics 126 (2) (2021)
Fady Alnajjar, Hassan Umari, Waleed Khalil Ahmed, Munkhjargal Gochoo, Alistair A. Vogan, Adel Al-Jumaily, Peer Mohamad, Shingo Shimoda
CHAD: Compact Hand-Assistive Device for enhancement of function in hand impairments. Robotics Auton. Syst. 142 (2021)
Fady Alnajjar, Ken-Ichi Ozaki, Matti Itkonen, Hiroshi Yamasaki, Masanori Tanimoto, Ikue Ueda, Masaki Kamiya, Maxime Tournier, Chikara Nagai, Álvaro Costa-García, Kensuke Ohno, Aiko Osawa, Izumi Kondo, Shingo Shimoda
Self-Support Biofeedback Training for Recovery From Motor Impairment After Stroke. IEEE Access 8 (2020)
Omar Mubin, Massimiliano Lorenzo Cappuccio, Fady Alnajjar, Muneeb Imtiaz Ahmad, Suleman Shahid
Can a robot invigilator prevent cheating? AI Soc. 35 (4) (2020)
Belal Alsinglawi, Fady Alnajjar, Omar Mubin, Mauricio Novoa, Ola Karajeh, Omar M. Darwish
Benchmarking Predictive Models in Electronic Health Records: Sepsis Length of Stay Prediction. AINA (2020)
Fady Alnajjar, Massimiliano Lorenzo Cappuccio, Omar Mubin, Rabiah Arshad, Suleman Shahid
Humanoid Robots and Autistic Children: A Review on Technological Tools to Assess Social Attention and Engagement. Int. J. Humanoid Robotics 17 (6) (2020)
Zouheir Trabelsi, Fady Alnajjar, Mariam Aljaberi, Shamma Aldhaheri, Hend Alkhateri, Fatema Alkhateri
Robot Security Education: Hands-on Lab Activities Based Teaching Approach. RiE (2020)
Omer Eldirdiry, Riadh Zaier, Amur Al-Yahmedi, Issam M. Bahadur, Fady Alnajjar
Modeling of a biped robot for investigating foot drop using MATLAB/Simulink. Simul. Model. Pract. Theory 98 (2020)
Belal Alsinglawi, Fady Alnajjar, Omar Mubin, Mauricio Novoa, Mohammed Alorjani, Ola Karajeh, Omar M. Darwish
Predicting Length of Stay for Cardiovascular Hospitalizations in the Intensive Care Unit: Machine Learning Approach. EMBC (2020)
Alistair A. Vogan, Fady Alnajjar, Munkhjargal Gochoo, Sumayya Khalid
Robots, AI, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review. IEEE Access 8 (2020)
Tetiana Habuza, Khaled Khalil, Nazar Zaki, Fady Alnajjar, Munkhjargal Gochoo
Web-based multi-user concurrent job scheduling system on the shared computing resource objects. IIT (2020)
Munkhjargal Gochoo, Tan-Hsu Tan, Fady Alnajjar, Jun-Wei Hsieh, Ping-Yang Chen
Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification. ICIP (2020)
Shotaro Okajima, Maxime Tournier, Fady Alnajjar, Mitsuhiro Hayashibe, Yasuhisa Hasegawa, Shingo Shimoda
Generation of Human-Like Movement from Symbolized Information. Frontiers Neurorobotics 12 (2018)
Shintaro Oyama, Shingo Shimoda, Fady Alnajjar, Katsuyuki Iwatsuki, Minoru Hoshiyama, Hirotaka Tanaka, Hitoshi Hirata
Biomechanical Reconstruction Using the Tacit Learning System: Intuitive Control of Prosthetic Hand Rotation. Frontiers Neurorobotics 10 (2016)
Vincent Berenz, Mitsuhiro Hayashibe, Fady Alnajjar, Shingo Shimoda
Generalization of the tacit learning controller based on periodic tuning functions. BioRob (2014)
Fady Alnajjar, Tytus Wojtara, Hidenori Kimura, Shingo Shimoda
Muscle synergy space: learning model to create an optimal muscle synergy. Frontiers Comput. Neurosci. 7 (2013)
Fady Alnajjar, Yuichi Yamashita, Jun Tani
The hierarchical and functional connectivity of higher-order cognitive mechanisms: neurorobotic model to investigate the stability and flexibility of working memory. Frontiers Neurorobotics 7 (2013)
Fady Alnajjar, Yuichi Yamashita, Jun Tani
Static and dynamic memory to simulate higher-order cognitive tasks. IJCNN (2012)
Abdul Rahman Hafiz, Fady Alnajjar, Kazuyuki Murase
A Novel Bioinspired Vision System: A Step toward Real-Time Human-Robot Interactions. J. Robotics 2011 (2011)
Fady Alnajjar, Abdul Rahman Hafiz, Kazuyuki Murase
HCBPM: An Idea toward a Social Learning Environment for Humanoid Robot. J. Robotics 2010 (2010)
Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase
Vision-Motor Abstraction toward Robot Cognition. ICONIP (2) (2009)
Abdul Rahman Hafiz, Fady Alnajjar, Kazuyuki Murase
A New Dynamic Edge Detection toward Better Human-Robot Interaction. FIRA (2009)
Fady Alnajjar, Abdul Rahman Hafiz, Kazuyuki Murase
A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things. ICONIP (1) (2009)
Indra Bin Mohd Zin, Fady Alnajjar, Kazuyuki Murase
Adapting Real Mobile Robots to Complex Environments Using a Pattern Association Network Controller (PAN-C). J. Adv. Comput. Intell. Intell. Informatics 13 (3) (2009)
Fady Alnajjar, Indra Bin Mohd Zin, Kazuyuki Murase
A Hierarchical Autonomous Robot Controller for Learning and Memory: Adaptation in a Dynamic Environment. Adapt. Behav. 17 (3) (2009)
Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase
Vision-sensorimotor abstraction and imagination towards exploring robot's inner world. IJCNN (2008)
Fady Alnajjar, Kazuyuki Murase
Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot. IJCNN (2008)
Fady Alnajjar, Indra Bin Mohd Zin, Kazuyuki Murase
A Spiking Neural Network with dynamic memory for a real autonomous mobile robot in dynamic environment. IJCNN (2008)
Fady Alnajjar, Kazuyuki Murase
-Like Spiking Neural Network to Generate Adaptive Behavior in Autonomous Robots. Adapt. Behav. 16 (5) (2008)
Fady Alnajjar, Kazuyuki Murase
Self-organization of Spiking Neural Network that Generates Autonomous Behavior in a Real Mobile Robot. Int. J. Neural Syst. 16 (4) (2006)
Fady Alnajjar, Kazuyuki Murase
Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Miniature Mobile Robot. AMiRE (2005)
Fady Alnajjar, Kazuyuki Murase
Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Real Mobile Robot. CIMCA/IAWTIC (2005)