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Real Time Driver Fatigue Detection System Based on Multi-Task ConNN

Burcu Kir Savas, Yasar Becerikli
2020 IEEE Access  
Changes and progresses in information technologies have played an important role in the development of intelligent vehicle systems in recent years.  ...  Changes to these characteristics are used to monitor driver fatigue.  ...  [21] present a multitasking hierarchical ConNN scheme for fatigue detection system and propose a multi-scale pooled (MSP-Net) convolutional neural network (ConNN) model.  ... 
doi:10.1109/access.2020.2963960 fatcat:fha4qsd745gohib4ltkhz2n6xu

IEEE Access Special Section Editorial: Big Data Technology and Applications in Intelligent Transportation

Sabah Mohammed, Hamid R. Arabnia, Xiaobo Qu, Dalin Zhang, Tai-Hoon Kim, Jiandong Zhao
2020 IEEE Access  
Then, the AR(1)-GARCH(1,1) model is used to analyze the sequence. According to the case study based on field data, the developed model can recognize the driving fatigue state in a timely manner.  ...  In the article ''Modeling and recognition of driving fatigue state based on R-R intervals of ECG data,'' by Wang et al., the authors used the heart rate R-R interval sequence as an indicator to recognize  ... 
doi:10.1109/access.2020.3035440 fatcat:r3i3wkhttndbjnyciux3xuny3a

16th Sound and Music Computing Conference SMC 2019 (28–31 May 2019, Malaga, Spain)

Lorenzo J. Tardón, Isabel Barbancho, Ana M. Barbancho, Alberto Peinado, Stefania Serafin, Federico Avanzini
2019 Applied Sciences  
The 16th Sound and Music Computing Conference (SMC 2019) took place in Malaga, Spain, 28–31 May 2019 and it was organized by the Application of Information and Communication Technologies Research group  ...  The SMC 2019 TOPICS OF INTEREST included a wide selection of topics related to acoustics, psychoacoustics, music, technology for music, audio analysis, musicology, sonification, music games, machine learning  ...  real-time control of physical parameters and model attributes.  ... 
doi:10.3390/app9122492 fatcat:tcacoupffjewnpjhpw4oy7x6h4

Advanced Photonic and Electronic Systems WILGA 2017

Ryszard S. Romaniuk
2017 International Journal of Electronics and Telecommunications  
The following topical tracks were distinguished: photonics, electronics, information technologies and system research.  ...  WILGA annual symposium on advanced photonic and electronic systems has been organized by young scientist for young scientists since two decades.  ...  System management and receiver base station hardware by a single board computer Raspberry Pi and real time operating system ChbiOS, with rtlsdr module 24 MHz -1,7 GHz, and 3,2 MSPS.  ... 
doi:10.1515/eletel-2017-0060 fatcat:uaiab4wmcjb33ao32d7q4tcucq

Bio-Signals in Medical Applications and Challenges Using Artificial Intelligence

Mudrakola Swapna, Uma Maheswari Viswanadhula, Rajanikanth Aluvalu, Vijayakumar Vardharajan, Ketan Kotecha
2022 Journal of Sensor and Actuator Networks  
The early prediction and detection of health conditions will guide people to stay healthy. This paper represents the scope of bio-signals using AI in the medical area.  ...  Artificial Intelligence (AI) has broadly connected the medical field at various levels of diagnosis based on the congruous data generated.  ...  MSP is used for data processing, BLE is used for transmission, and data are collected on a smart phone using Bluetooth technology.  ... 
doi:10.3390/jsan11010017 fatcat:67eo5uer3rgxrk3cpmggmxxfpu

Learning Capacity in Simulated Virtual Neurological Procedures

Mattia Samuel Mancosu, Silvester Czanner, Martin Punter
2020 Journal of WSCG  
ACKNOWLEDGEMENTS This work was supported by Sao Paulo Research Foundation (FAPESP), grant 2018/18520−4.  ...  This work was partially supported by a grant of Ministry of Research and Innovation, CNCS -UEFISCDI, project number PN-III-P4-ID-PCE-2016-0842, within PNCDI III.  ...  Physical modeling Physical model was designed based on numerical model magnified by scale 10:1 since the sounding pulse of real transducers has center frequency 10 times lower, which is about 200КHz (  ... 
doi:10.24132/csrn.2020.3001.13 fatcat:uytlm7nytrhmnk553ellfhl54a

The Sericum Via: A Serious Game For Preserving Tangible And Intangible Heritage Of Iran.pdf [article]

Sepehr Vaez Afshar, Sarvin Eshaghi
Intangible Heritage Of Iran Conference: ASCAAD 2021 Session: Computational Enculturation I Authors: Sarvin Eshaghi, Sepehr Vaez Afshar, Güzden Varinlioglu ASCAAD 2021: Architecture in the Age Of Disruptive Technologies  ...  Acknowledgements This paper reports findings from a PhD research project supported by the Acknowledgements This paper is part of Stronghouse project, which is co-funded by European Regional Development  ...  Acknowledgments: The project was supported by the University of Nicosia, Andreou Laser and SEAMLEXITY.  ... 
doi:10.6084/m9.figshare.14384318.v1 fatcat:6hrsxig5efhojhw6m2wu6w7qfm

The First Workshop on Holistic Human Factors for Adaptive Cooperative Human-Machine Systems COGNITIVE 2015 Committee COGNITIVE Advisory Chairs

Hermann Kaindl, Narayanan Kulathuramaiyer, Malaysia, Jose Alfredo, F Costa, Hakim Lounis, Canada, Om Rishi, Hermann Kaindl, Narayanan Kulathuramaiyer, Malaysia, Jose Alfredo (+91 others)
The conference had the following tracks:  Brain information processing and informatics  Artificial intelligence and cognition  Agent-based adaptive systems  Applications Similar to the previous edition  ...  We also kindly thank all the authors that dedicated much of their time and effort to contribute to COGNITIVE 2015.  ...  This work was partially funded by AFOSR FA9550-11-1-0120.  ...