Munkhjargal - Personal Portfolio

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Selected and Recent Papers

Year	Type	Publication
2021	MDPI, Remote Sensing	Munkhjargal Gochoo, Israr Akhter, Ahmad Jalal and Kibum Kim, “Stochastic Remote Sensing Event Classification over Adaptive Posture Estimation via Multifused Data and Deep Belief Network", Remote Sensing (IF: 4.509, Rank: 15/187 (Q1) ), vol. 13, pages. 912, Feb. 2021. [" link"] [" bib"] × @article{Gochoo2021, doi = {10.3390/rs13050912}, url = {https://doi.org/10.3390/rs13050912}, year = {2021}, month = feb, publisher = {{MDPI} {AG}}, volume = {13}, number = {5}, pages = {912}, author = {Munkhjargal Gochoo and Israr Akhter and Ahmad Jalal and Kibum Kim}, title = {Stochastic Remote Sensing Event Classification over Adaptive Posture Estimation via Multifused Data and Deep Belief Network}, journal = {Remote Sensing} }
2021	MDPI, Sensors	Luqman Ali, Fady Alnajjar, Hamad Al Jassmi, Munkhjargal Gochoo, Wasif Khan and M. Adel Serhani, “Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures", Sensors (IF: 3.275, Rank: 147/670 (Q1)), vol. 21, pages. 1688, Mar. 2021. [" link"] [" bib"] × @article{Ali2021, doi = {10.3390/s21051688}, url = {https://doi.org/10.3390/s21051688}, year = {2021}, month = mar, publisher = {{MDPI} {AG}}, volume = {21}, number = {5}, pages = {1688}, author = {Luqman Ali and Fady Alnajjar and Hamad Al Jassmi and Munkhjargal Gocho and Wasif Khan and M. Adel Serhani}, title = {Performance Evaluation of Deep {CNN}-Based Crack Detection and Localization Techniques for Concrete Structures}, journal = {Sensors} }
2021	MDPI, Electronics	Syeda Amna Rizwan, Ahmad Jalal, Munkhjargal Gochoo and Kibum Kim, “Robust Active Shape Model via Hierarchical Feature Extraction with SFS-Optimized Convolution Neural Network for Invariant Human Age Classification", Electronics (IF: 2.412, Rank: 376/670 (Q1)), vol. 10, pages. 465, Feb. 2021. [" link"] [" bib"] × @article{Rizwan2021, doi = {10.3390/electronics10040465}, url = {https://doi.org/10.3390/electronics10040465}, year = {2021}, month = feb, publisher = {{MDPI} {AG}}, volume = {10}, number = {4}, pages = {465}, author = {Syeda Amna Rizwan and Ahmad Jalal and Munkhjargal Gochoo and Kibum Kim}, title = {Robust Active Shape Model via Hierarchical Feature Extraction with {SFS}-Optimized Convolution Neural Network for Invariant Human Age Classification}, journal = {Electronics} }
2021	MDPI, Sustainability	Madiha Javeed, Munkhjargal Gochoo, Ahmad Jalal and Kibum Kim, “HF-SPHR: Hybrid Features for Sustainable Physical Healthcare Pattern Recognition Using Deep Belief Networks", Sustainability (IF: 2.576, Rank: 74/216 (Q1)), vol. 13, pages. 1699, Feb. 2021. [" link"] [" bib"] × @article{Javeed2021, doi = {10.3390/su13041699}, url = {https://doi.org/10.3390/su13041699}, year = {2021}, month = feb, publisher = {{MDPI} {AG}}, volume = {13}, number = {4}, pages = {1699}, author = {Madiha Javeed and Munkhjargal Gochoo and Ahmad Jalal and Kibum Kim}, title = {{HF}-{SPHR}: Hybrid Features for Sustainable Physical Healthcare Pattern Recognition Using Deep Belief Networks}, journal = {Sustainability} }
2019	IEEE, IoT Journal	Munkhjargal Gochoo, Tan-Hsu Tan, Shih-Chia Huang, Alnajjar Fady, Yung-Fu Chen, and Batjargal Tsedevdorj, “Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning”, IEEE Internet of Things Journal (IF: 9.515, Rank: 8/300 (Q1)), vol. 6, pages. 7192-7200, Aug. 2019. [" link"] [" bib"] × @article{Gochoo2019, doi = {10.1109/jiot.2019.2915095}, url = {https://doi.org/10.1109/jiot.2019.2915095}, year = {2019}, month = aug, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, volume = {6}, number = {4}, pages = {7192--7200}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shih-Chia Huang and Tsedevdorj Batjargal and Jun-Wei Hsieh and Fady S. Alnajjar and Yung-Fu Chen}, title = {Novel {IoT}-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning}, journal = {{IEEE} Internet of Things Journal} }
2018	IEEE, Sensors Journal	Tan-Hsu Tan, Munkhjargal Gochoo, Shih-Chia Huang, Yi-Hung Liu, Shing-Hong Liu and Yung-Fa Huang, "Multi-Resident Activity Recognition In A Smart Home Using RGB Activity Image and DCNN", IEEE Sensors Journal (IF: 3.06, Rank: 12/58 (Q1)), vol. 18, issue 23, pages. 9718-9727, Dec. 2018.[" link"] [" bib"] × @article{Tan2018, doi = {10.1109/jsen.2018.2866806}, url = {https://doi.org/10.1109/jsen.2018.2866806}, year = {2018}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Shih-Chia Huang and Yi-Hung Liu and Shing-Hong Liu and Yung-Fa Huang}, title = {Multi-Resident Activity Recognition In A Smart Home Using {RGB} Activity Image and {DCNN}}, journal = {{IEEE} Sensors Journal} }
2018	IEEE, Journal of Biomedical and Health Informatics	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Fu-Rong Jean, Fady S. Alnajjar, and Shih-Chia Huang, “Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN”, IEEE Journal of Biomedical and Health Informatics (IF: 4.217, Rank: 57/642 (Q1)), pages 1-1, 2018.[" link"] [" bib"] × @article{Gochoo2018, doi = {10.1109/jbhi.2018.2833618}, url = {https://doi.org/10.1109/jbhi.2018.2833618}, year = {2018}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shing-Hong Liu and Fu-Rong Jean and Fady Alnajjar and Shih-Chia Huang}, title = {Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and {DCNN}}, journal = {{IEEE} Journal of Biomedical and Health Informatics} }
2017	IEEE, Sensors Journal	Munkhjargal Gochoo, Tan-Hsu Tan, Vijayalakshmi Velusamy, Shing-Hong Liu, Damdinsuren Bayanduuren, and Shih-Chia Huang, “Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using PIR Sensors and DCNN”, IEEE Sensors Journal (IF: 3.06, Rank: 12/58 (Q1)), vol. 18, issue 1, pages 390-400, 2017. [" link"] [" bib"] × @article{Gochoo2017, doi = {10.1109/jsen.2017.2771287}, url = {https://doi.org/10.1109/jsen.2017.2771287}, year = {2017}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Vijayalakshmi Velusamy and Shing-Hong Liu and Damdinsuren Bayanduuren and Shih-Chia Huang}, title = {Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using {PIR} Sensors and {DCNN}}, journal = {{IEEE} Sensors Journal} }
2021	IEEE, ICPR2021	Pirdiansyah Hendri, Jun-Wei Hsieh, Ping-Yang Chen, M. Gochoo and Yong-Sheng Chen, “Deep Real-time Hand Detectoin Using CFPN on Embedded Systems", International Conference on Pattern Recognition (ICPR2020), (Class A), Jan. Milan, Italy, 2021. [" link"] [" bib"] × @inproceedings{Hendri2021, doi = {10.1109/icpr48806.2021.9412871}, url = {https://doi.org/10.1109/icpr48806.2021.9412871}, year = {2021}, month = jan, publisher = {{IEEE}}, author = {Pirdiansyah Hendri and Jun-Wei Hsieh and Ping-Yang Chen and M. Gochoo and Yong-Sheng Chen}, title = {Deep Real-time Hand Detectoin Using {CFPN} on Embedded Systems}, booktitle = {2020 25th International Conference on Pattern Recognition ({ICPR})} }
2020	IEEE, ICIP2020	Munkhjargal Gochoo, Fady Al Najjar, Tan-Hsu Tan, Jun-Wei Hsieh, and Ping-Yang Chen, “LOWNET: PRIVACY PRESERVED ULTRA-LOW RESOLUTION POSTURE IMAGE CLASSIFICATION”, in Proc. of IEEE ICIP 2020 (Class A1), Oct. Abu Dhabi, UAE, 2020. [" link"] [" bib"] × @inproceedings{Gochoo2020, doi = {10.1109/icip40778.2020.9190922}, url = {https://doi.org/10.1109/icip40778.2020.9190922}, year = {2020}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Fady Alnajjar and Jun-Wei Hsieh and Ping-Yang Chen}, title = {Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification}, booktitle = {2020 {IEEE} International Conference on Image Processing ({ICIP})} }
2019	IEEE, SMC2019	Munkhjargal Gochoo, Jun-Wei Hsieh, Chien-Hung Lee, Yun-Chih Chen, and Yu-Chi Shih, “Chronic Kidney Disease Stage Classification Using Renal Artery Doppler-Derived Parameters”, In Proc. of IEEE SMC2019 (Class B2), Oct. 7-9, Bari, Italy, 2019. [" link"] [" bib"] × @inproceedings{Gochoo2019, doi = {10.1109/smc.2019.8913899}, url = {https://doi.org/10.1109/smc.2019.8913899}, year = {2019}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Jun-Wei Hsieh and Chien-Hung Lee and Yun-Chih Chen and Yu-Chi Shih}, title = {Chronic Kidney Disease Stage Classification Using Renal Artery Doppler-Derived Parameters}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics ({SMC})} }
2019	IEEE,ICIP2019	Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, Chien-Yao Wang, and Mark Hong-Yuan Liao, “Smaller Object Detection for Real-Time Embedded Traffic Flow Estimation Using Fish-Eye Cameras”, in Proc. of IEEE ICIP 2019 (Class A1), Sep. Taipei, Taiwan, 2019. [" link"] [" bib"] × @inproceedings{Chen2019, doi = {10.1109/icip.2019.8803719}, url = {https://doi.org/10.1109/icip.2019.8803719}, year = {2019}, month = sep, publisher = {{IEEE}}, author = {Ping-Yang Chen and Jun-Wei Hsieh and Munkhjargal Gochoo and Chien-Yao Wang and Hong-Yuan Mark Liao}, title = {Smaller Object Detection for Real-Time Embedded Traffic Flow Estimation Using Fish-Eye Cameras}, booktitle = {2019 {IEEE} International Conference on Image Processing ({ICIP})} }
2018	IEEE, SMC2018	Munkhjargal Gochoo, Tan-Hsu Tan, Tsedevdorj Batjargal, Oleg Seredin, Shih-Chia Huang, “Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and DCNN”, in Proc. of IEEE SMC2018 (Class B2), Oct. 7-10, Miyazaki, 2018. [" link"] [" bib"] × @inproceedings{Gochoo2018, doi = {10.1109/smc.2018.00397}, url = {https://doi.org/10.1109/smc.2018.00397}, year = {2018}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Tsedevdorj Batjargal and Oleg Seredin and Shih-Chia Huang}, title = {Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and {DCNN}}, booktitle = {2018 {IEEE} International Conference on Systems, Man, and Cybernetics ({SMC})} }
2017	IEEE, ICECTA2017	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Shih-Chia Huang, Fady S. Alnajjar, “DCNN-Based Elderly Activity Recognition Using Binary Sensors”, in Proc. of ICECTA2017, Nov. 21-23, Ras Al Khaimah, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/icecta.2017.8252040}, url = {https://doi.org/10.1109/icecta.2017.8252040}, year = {2017}, month = nov, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shih-Chia Huang and Shing-Hong Liu and Fady S. Alnajjar}, title = {{DCNN}-based elderly activity recognition using binary sensors}, booktitle = {2017 International Conference on Electrical and Computing Technologies and Applications ({ICECTA})} }
2017	IEEE, iCAST2017	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Vijayakshmi Velusamy, Damdinsuren Bayanduuren, Tsung-Yu Liu, “Deep Convolutional Neural Network Classifier for Travel Patterns Using Binary Sensors”, in Proc. of the 8th International Conference on Awareness Science and Technology, Nov. 8-10, Taichung, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/icawst.2017.8256432}, url = {https://doi.org/10.1109/icawst.2017.8256432}, year = {2017}, month = nov, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Shing-Hong Liu and Damdinsuren Bayanduuren and Tan-Hsu Tan and Vijayalakshmi Velusamy and Tsung-Yu Liu}, title = {Deep convolutional neural network classifier for travel patterns using binary sensors}, booktitle = {2017 {IEEE} 8th International Conference on Awareness Science and Technology ({iCAST})} }
2017	IEEE, SMC2017	Munkhjargal Gochoo, Tan-Hsu Tan, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo, “Device-free Non-invasive Front-door Event Classification Algorithm for Forget Event Detection Using Binary Sensors in the Smart House”, in Proc. of IEEE International Conference on Systems, Man, and Cybernetics (Class B2), Oct. 5-8, Banff, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/smc.2017.8122638}, url = {https://doi.org/10.1109/smc.2017.8122638}, year = {2017}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Fu-Rong Jean and Shih-Chia Huang and Sy-Yen Kuo}, title = {Device-free non-invasive front-door event classification algorithm for forget event detection using binary sensors in the smart house}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics ({SMC})} }

Year	Type	Publication
2021	MDPI, Sustainability	Madiha Javeed, Munkhjargal Gochoo, Ahmad Jalal and Kibum Kim, “HF-SPHR: Hybrid Features for Sustainable Physical Healthcare Pattern Recognition Using Deep Belief Networks", Sustainability (IF: 2.576, Rank: 74/216 (Q1)), vol. 13, pages. 1699, Feb. 2021. [" link"] [" bib"] × @article{Javeed2021, doi = {10.3390/su13041699}, url = {https://doi.org/10.3390/su13041699}, year = {2021}, month = feb, publisher = {{MDPI} {AG}}, volume = {13}, number = {4}, pages = {1699}, author = {Madiha Javeed and Munkhjargal Gochoo and Ahmad Jalal and Kibum Kim}, title = {{HF}-{SPHR}: Hybrid Features for Sustainable Physical Healthcare Pattern Recognition Using Deep Belief Networks}, journal = {Sustainability} }
2020	IEEE, Access	A. Vogan, F. Alnajjar, M. Gochoo and S. Khalid, "Robots, AI, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review", IEEE Access (IF: 4.096, Rank: 45/221 (Q1)), vol. 8, pages. 18284-18304, 2020. [" link"] [" bib"] × @article{Vogan2020, doi = {10.1109/access.2020.2966819}, url = {https://doi.org/10.1109/access.2020.2966819}, year = {2020}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, volume = {8}, pages = {18284--18304}, author = {Alistair A. Vogan and Fady Alnajjar and Munkhjargal Gochoo and Sumayya Khalid}, title = {Robots, {AI}, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review}, journal = {{IEEE} Access} }
2018	IEEE, Journal of Biomedical and Health Informatics	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Fu-Rong Jean, Fady S. Alnajjar, and Shih-Chia Huang, “Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN”, IEEE Journal of Biomedical and Health Informatics (IF: 4.217, Rank: 57/642 (Q1)), pages 1-1, 2018.[" link"] [" bib"] × @article{Gochoo2018, doi = {10.1109/jbhi.2018.2833618}, url = {https://doi.org/10.1109/jbhi.2018.2833618}, year = {2018}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shing-Hong Liu and Fu-Rong Jean and Fady Alnajjar and Shih-Chia Huang}, title = {Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and {DCNN}}, journal = {{IEEE} Journal of Biomedical and Health Informatics} }
2017	IEEE, Sensors Journal	Munkhjargal Gochoo, Tan-Hsu Tan, Vijayalakshmi Velusamy, Shing-Hong Liu, Damdinsuren Bayanduuren, and Shih-Chia Huang, “Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using PIR Sensors and DCNN”, IEEE Sensors Journal (IF: 3.06, Rank: 12/58 (Q1)), vol. 18, issue 1, pages 390-400, 2017. [" link"] [" bib"] × @article{Gochoo2017, doi = {10.1109/jsen.2017.2771287}, url = {https://doi.org/10.1109/jsen.2017.2771287}, year = {2017}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, pages = {1--1}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Vijayalakshmi Velusamy and Shing-Hong Liu and Damdinsuren Bayanduuren and Shih-Chia Huang}, title = {Device-Free Non-Privacy Invasive Classification of Elderly Travel Patterns in A Smart House Using {PIR} Sensors and {DCNN}}, journal = {{IEEE} Sensors Journal} }
2017	IEEE, Access	Tan-Hsu Tan, Munkhjargal Gochoo, Fu-Rong Jean, Shih-Chia Huang, and Sy-Yen Kuo, “Front-door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors”, IEEE Access (IF: 4.096, Rank: 54/260 (Q1)), vol. 5, pages 10734-10743, 2017. [" link"] [" bib"] × @article{Tan2017, doi = {10.1109/access.2017.2711495}, url = {https://doi.org/10.1109/access.2017.2711495}, year = {2017}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, volume = {5}, pages = {10734--10743}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Fu-Rong Jean and Shih-Chia Huang and Sy-Yen Kuo}, title = {Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors}, journal = {{IEEE} Access} }
2020	IEEE, ITU2020	Munkhjargal Gochoo, Alistair Avery Vogan, Sumayya Khalid, Fady Alnajjar, “AI and Robotics-Based Cognitive Training for Elderly: A Systematic Review”, appear in Proc. of 2020 IEEE / ITU International Conference on Artificial Intelligence for Good (Class B2), Sep. Geneva, Switzerland, 2020. [" link"] [" bib"] × @inproceedings{Gochoo2020, doi = {10.1109/ai4g50087.2020.9311076}, url = {https://doi.org/10.1109/ai4g50087.2020.9311076}, year = {2020}, month = sep, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Alistair Avery Vogan and Sumayya Khalid and Fady Alnajjar}, title = {{AI} and Robotics-Based Cognitive Training for Elderly: A Systematic Review}, booktitle = {2020 {IEEE} / {ITU} International Conference on Artificial Intelligence for Good ({AI}4G)} }
2018	IEEE, SMC2018	Munkhjargal Gochoo, Tan-Hsu Tan, Tsedevdorj Batjargal, Oleg Seredin, Shih-Chia Huang, “Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and DCNN”, in Proc. of IEEE SMC2018 (Class B2), Oct. 7-10, Miyazaki, 2018. [" link"] [" bib"] × @inproceedings{Gochoo2018, doi = {10.1109/smc.2018.00397}, url = {https://doi.org/10.1109/smc.2018.00397}, year = {2018}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Tsedevdorj Batjargal and Oleg Seredin and Shih-Chia Huang}, title = {Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and {DCNN}}, booktitle = {2018 {IEEE} International Conference on Systems, Man, and Cybernetics ({SMC})} }
2017	IEEE, ICECTA2017	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Shih-Chia Huang, Fady S. Alnajjar, “DCNN-Based Elderly Activity Recognition Using Binary Sensors”, in Proc. of ICECTA2017, Nov. 21-23, Ras Al Khaimah, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/icecta.2017.8252040}, url = {https://doi.org/10.1109/icecta.2017.8252040}, year = {2017}, month = nov, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shih-Chia Huang and Shing-Hong Liu and Fady S. Alnajjar}, title = {{DCNN}-based elderly activity recognition using binary sensors}, booktitle = {2017 International Conference on Electrical and Computing Technologies and Applications ({ICECTA})} }
2017	IEEE, iCAST2017	Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Vijayakshmi Velusamy, Damdinsuren Bayanduuren, Tsung-Yu Liu, “Deep Convolutional Neural Network Classifier for Travel Patterns Using Binary Sensors”, in Proc. of the 8th International Conference on Awareness Science and Technology, Nov. 8-10, Taichung, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/icawst.2017.8256432}, url = {https://doi.org/10.1109/icawst.2017.8256432}, year = {2017}, month = nov, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Shing-Hong Liu and Damdinsuren Bayanduuren and Tan-Hsu Tan and Vijayalakshmi Velusamy and Tsung-Yu Liu}, title = {Deep convolutional neural network classifier for travel patterns using binary sensors}, booktitle = {2017 {IEEE} 8th International Conference on Awareness Science and Technology ({iCAST})} }
2017	IEEE, SMC2017	Munkhjargal Gochoo, Tan-Hsu Tan, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo, “Device-free Non-invasive Front-door Event Classification Algorithm for Forget Event Detection Using Binary Sensors in the Smart House”, in Proc. of IEEE International Conference on Systems, Man, and Cybernetics (Class B2), Oct. 5-8, Banff, 2017. [" link"] [" bib"] × @inproceedings{Gochoo2017, doi = {10.1109/smc.2017.8122638}, url = {https://doi.org/10.1109/smc.2017.8122638}, year = {2017}, month = oct, publisher = {{IEEE}}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Fu-Rong Jean and Shih-Chia Huang and Sy-Yen Kuo}, title = {Device-free non-invasive front-door event classification algorithm for forget event detection using binary sensors in the smart house}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics ({SMC})} }
2014	IEEE-EMBS BHI2014	Tan-Hsu Tan, Munkhjargal Gochoo, Ke-Hao Chen, Fu-Rong Jean, Yung-Fu Chen, Fu-Jin Shih, and Chiung Fang Ho, “Indoor Activity Monitoring System for Elderly Using RFID and FitBit Flex Wristband", in Proc. of 2nd IEEE EMBS International Conference on Biomedical and Health Informatics (Class A2), June. 1-4, Valencia, Spain, 2014. [" link"] [" bib"] × @inproceedings{Tan2014, doi = {10.1109/bhi.2014.6864299}, url = {https://doi.org/10.1109/bhi.2014.6864299}, year = {2014}, month = jun, publisher = {{IEEE}}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Ke-Hao Chen and Fu-Rong Jean and Yung-Fu Chen and Fu-Jin Shih and Chiung Fang Ho}, title = {Indoor activity monitoring system for elderly using {RFID} and Fitbit Flex wristband}, booktitle = {{IEEE}-{EMBS} International Conference on Biomedical and Health Informatics ({BHI})} }
2013	IFST2013	Tan-Hsu Tan, Munkhjargal Gochoo, Ching-Su Chang, Chi-Ting Wu, John Y. Chiang, “Fall Detection for Elderly Persons Using Android-Based Platform”, in Proc. of 8th International Forum on Strategic Technology, Jun. 28 – Jul. 1, Ulaanbaatar, 2013. [" link"] [" bib"] × @inproceedings{Tan2013FallDF, title={Fall Detection for Elderly Persons Using Android-Based Platform}, author={Tan-Hsu Tan and Munkhjargal Gochoo and Ching-Su Chang and Chi-Ting Wu and J. Chiang}, year={2013} }

Year	Type	Publication
2019	IEEE,IoT Journal	Munkhjargal Gochoo, Tan-Hsu Tan, Shih-Chia Huang, Alnajjar Fady, Yung-Fu Chen, and Batjargal Tsedevdorj, “Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning”, IEEE Internet of Things Journal (IF: 9.515, Rank: 8/300 (Q1)), vol. 6, pages. 7192-7200, Aug. 2019. [" link"] [" bib"] × @article{Gochoo2019, doi = {10.1109/jiot.2019.2915095}, url = {https://doi.org/10.1109/jiot.2019.2915095}, year = {2019}, month = aug, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, volume = {6}, number = {4}, pages = {7192--7200}, author = {Munkhjargal Gochoo and Tan-Hsu Tan and Shih-Chia Huang and Tsedevdorj Batjargal and Jun-Wei Hsieh and Fady S. Alnajjar and Yung-Fu Chen}, title = {Novel {IoT}-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning}, journal = {{IEEE} Internet of Things Journal} }
2017	MDPI, Sensors	Tan-Hsu Tan, Munkhjargal Gochoo, Yung-Fu Chen, Jin-Jia Hu, John Y. Chiang, Ching-Su Chang, Ming-Huei Lee, Yung-Nian Hsu, and Jiin-Chyr Hsu, “Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation", Sensors (IF: 2.677, Rank: 10/58 (Q1)), vol. 17, issue 1, pages. 202, Jan. 2017. [" link"] [" bib"] × @article{Tan2017, doi = {10.3390/s17010202}, url = {https://doi.org/10.3390/s17010202}, year = {2017}, month = jan, publisher = {{MDPI} {AG}}, volume = {17}, number = {12}, pages = {202}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Yung-Fu Chen and Jin-Jia Hu and John Chiang and Ching-Su Chang and Ming-Huei Lee and Yung-Nian Hsu and Jiin-Chyr Hsu}, title = {Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation}, journal = {Sensors} }
2017	MDPI, Sensors	Tan-Hsu Tan, Munkhjargal Gochoo, Yung-Fu Chen, Jin-Jia Hu, John Y. Chiang, Ching-Su Chang, Ming-Huei Lee, Yung-Nian Hsu, and Jiin-Chyr Hsu, “Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation", Sensors (IF: 2.677, Rank: 10/58 (Q1)), vol. 17, issue 1, pages. 202, Jan. 2017. [" link"] [" bib"] × @article{Tan2017, doi = {10.3390/s17010202}, url = {https://doi.org/10.3390/s17010202}, year = {2017}, month = jan, publisher = {{MDPI} {AG}}, volume = {17}, number = {12}, pages = {202}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Yung-Fu Chen and Jin-Jia Hu and John Chiang and Ching-Su Chang and Ming-Huei Lee and Yung-Nian Hsu and Jiin-Chyr Hsu}, title = {Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation}, journal = {Sensors} }
2021	MDPI, ICPR2021	Pirdiansyah Hendri, Jun-Wei Hsieh, Ping-Yang Chen, M. Gochoo and Yong-Sheng Chen, “Deep Real-time Hand Detectoin Using CFPN on Embedded Systems", International Conference on Pattern Recognition (ICPR2020), (Class A), Jan. Milan, Italy, 2021. [" link"] [" bib"] × @inproceedings{Hendri2021, doi = {10.1109/icpr48806.2021.9412871}, url = {https://doi.org/10.1109/icpr48806.2021.9412871}, year = {2021}, month = jan, publisher = {{IEEE}}, author = {Pirdiansyah Hendri and Jun-Wei Hsieh and Ping-Yang Chen and M. Gochoo and Yong-Sheng Chen}, title = {Deep Real-time Hand Detectoin Using {CFPN} on Embedded Systems}, booktitle = {2020 25th International Conference on Pattern Recognition ({ICPR})} }
2014	IEEE-EMBS BHI2014	Tan-Hsu Tan, Munkhjargal Gochoo, Ke-Hao Chen, Fu-Rong Jean, Yung-Fu Chen, Fu-Jin Shih, and Chiung Fang Ho, “Indoor Activity Monitoring System for Elderly Using RFID and FitBit Flex Wristband", in Proc. of 2nd IEEE EMBS International Conference on Biomedical and Health Informatics (Class A2), June. 1-4, Valencia, Spain, 2014. [" link"] [" bib"] × @inproceedings{Tan2014, doi = {10.1109/bhi.2014.6864299}, url = {https://doi.org/10.1109/bhi.2014.6864299}, year = {2014}, month = jun, publisher = {{IEEE}}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Ke-Hao Chen and Fu-Rong Jean and Yung-Fu Chen and Fu-Jin Shih and Chiung Fang Ho}, title = {Indoor activity monitoring system for elderly using {RFID} and Fitbit Flex wristband}, booktitle = {{IEEE}-{EMBS} International Conference on Biomedical and Health Informatics ({BHI})} }
2012	IEEE, ICCH2012	Tan-Hsu Tan, Munkhjargal Gochoo, Sukhbaatar Bilgee, Ching-Su Chang et al., “Development of an Emergency Medical Service System Based on Wireless Networks and Real-Time Traffic Information”, in Proc. of International Conference on Computerized Healthcare, Dec.17-18, Hong Kong, 2012. [" link"] [" bib"] × @inproceedings{Tan2012, doi = {10.1109/icch.2012.6724467}, url = {https://doi.org/10.1109/icch.2012.6724467}, year = {2012}, month = dec, publisher = {{IEEE}}, author = {Tan-Hsu Tan and Munkhjargal Gochoo and Sukhbaatar Bilgee and Ching-Su Chang and Jin-Jia Hu and Yung-Fu Chen and John Y. Chiang and Yung-Fa Huang and Ming-Hui Lee and Yung-Nian Hsu and Jin-Chyr Hsu}, title = {Development of an emergency medical service system based on wireless networks and real-time traffic information}, booktitle = {2012 International Conference on Computerized Healthcare ({ICCH})} }