Performance of Q-learning based resource allocation for D2D communications in heterogeneous networks

Authors: Shu-Hung Lee, Xiao-Pei Shi, Tan-Hsu Tan, Yu-Lin Lee, Yung-Fa Huang

Source: ICT Express, Vol 9, Iss 6, Pp 1032-1039 (2023)

Subject Terms: Device-to-device (D2D) communications, Heterogeneous networks, Q-learning, Exploration and exploitation, Adaptive ɛ-greedy, Information technology, T58.5-58.64

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Relation: http://www.sciencedirect.com/science/article/pii/S2405959523000127; https://doaj.org/toc/2405-9595

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Enhancing Multichannel Fiber Optic Sensing Systems with IFFT-DNN for Remote Water Level Monitoring

Authors: Erfan Dejband, Tan-Hsu Tan, Cheng-Kai Yao, En-Ming Chang, Peng-Chun Peng

Source: Sensors, Vol 24, Iss 15, p 4903 (2024)

Subject Terms: fiber optic, FSO, IFFT-DNN, water level sensor, remote sensing, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/24/15/4903; https://doaj.org/toc/1424-8220

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Precision Non-Alcoholic Fatty Liver Disease (NAFLD) Diagnosis: Leveraging Ensemble Machine Learning and Gender Insights for Cost-Effective Detection

Authors: Azadeh Alizargar, Yang-Lang Chang, Mohammad Alkhaleefah, Tan-Hsu Tan

Source: Bioengineering, Vol 11, Iss 6, p 600 (2024)

Subject Terms: machine learning techniques, NAFLD, ensemble model, HSI, AUC, SMOTEENN, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/11/6/600; https://doaj.org/toc/2306-5354

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Human Activity Recognition Based on Deep Learning and Micro-Doppler Radar Data

Authors: Tan-Hsu Tan, Jia-Hong Tian, Alok Kumar Sharma, Shing-Hong Liu, Yung-Fa Huang

Source: Sensors, Vol 24, Iss 8, p 2530 (2024)

Subject Terms: deep learning, human activity recognition, radar sensor, micro-Doppler effect, cross-channel operation, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/24/8/2530; https://doaj.org/toc/1424-8220

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Performance Comparison of Machine Learning Approaches on Hepatitis C Prediction Employing Data Mining Techniques

Authors: Azadeh Alizargar, Yang-Lang Chang, Tan-Hsu Tan

Source: Bioengineering, Vol 10, Iss 4, p 481 (2023)

Subject Terms: machine learning techniques, hepatitis C virus, data mining, decision tree, HCV, performance measurements, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/10/4/481; https://doaj.org/toc/2306-5354

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Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch

Authors: Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang, Munkhjargal Gochoo

Source: Sensors, Vol 23, Iss 6, p 3354 (2023)

Subject Terms: mHealth, human activity recognition, bidirectional gated recurrent unit (BiGRU), regularized extreme machine learning (RELM), Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/6/3354; https://doaj.org/toc/1424-8220

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High Accuracy and Cost-Effective Fiber Optic Liquid Level Sensing System Based on Deep Neural Network

Authors: Erfan Dejband, Yibeltal Chanie Manie, Yu-Jie Deng, Mekuanint Agegnehu Bitew, Tan-Hsu Tan, Peng-Chun Peng

Source: Sensors, Vol 23, Iss 4, p 2360 (2023)

Subject Terms: liquid level sensing, fiber optic sensor, deep neural network, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/4/2360; https://doaj.org/toc/1424-8220

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A Novel Shot Detection Approach Based on ORB Fused With Structural Similarity

Authors: Huibin Liu, Tan-Hsu Tan, Tien-Ying Kuo

Source: IEEE Access, Vol 8, Pp 2472-2481 (2020)

Subject Terms: Shot detection, SSIM, ORB descriptor, cut transition, gradual transition, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/8943233/; https://doaj.org/toc/2169-3536

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Evaluating Quality of Photoplethymographic Signal on Wearable Forehead Pulse Oximeter With Supervised Classification Approaches

Authors: Shing-Hong Liu, Han-Chi Liu, Wenxi Chen, Tan-Hsu Tan

Source: IEEE Access, Vol 8, Pp 185121-185135 (2020)

Subject Terms: Pulse oximeter, oxygen saturation ratio, photoplethysmography, SVM, CNN, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/9218961/; https://doaj.org/toc/2169-3536

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Utilizing a Tunable Delay Line Interferometer to Improve the Sensing Accuracy of an FBG Sensor System

Authors: Erfan Dejband, Cheng-Kai Yao, Yibeltal Chanie Manie, Po-Yang Huang, Hao-Kuan Lee, Tan-Hsu Tan, Peng-Chun Peng

Source: Photonics, Vol 9, Iss 11, p 869 (2022)

Subject Terms: tunable delay line interferometer, fiber Bragg grating (FBG) sensor, sensing system, Applied optics. Photonics, TA1501-1820

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Relation: https://www.mdpi.com/2304-6732/9/11/869; https://doaj.org/toc/2304-6732

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Developing Low-Cost Mobile Device and Apps for Accurate Skin Spectrum Measurement via Low-Cost Spectrum Sensors and Deep Neural Network Technology

Authors: Ling-Cheng Hsu, Shiang Hsu, Tan-Hsu Tan, Chia-Hsing Cheng, Cheng-Chun Chang

Source: Sensors, Vol 22, Iss 22, p 8844 (2022)

Subject Terms: low-cost miniature skin spectrum measurement system, deep neural network, miniature spectrum sensing chip, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/22/22/8844; https://doaj.org/toc/1424-8220

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Factors Associated with Cardio Ankle Vascular Index (CAVI) and its Mathematically Corrected Formula (CAVI₀) in Community Dwelling Individuals

Authors: Li-Ju Lin, Nan-Chen Hsieh, Shu-Fang Vivienne Wu, Tan-Hsu Tan, Azadeh Alizargar, Chyi-Huey Bai, Javad Alizargar

Source: Artery Research, Vol 27, Iss 2 (2020)

Subject Terms: Atherosclerosis, cardiovascular diseases, cardio ankle vascular index, ankle brachial index, hypertension, atherosclerosis, Specialties of internal medicine, RC581-951, Diseases of the circulatory (Cardiovascular) system, RC666-701

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Relation: https://www.atlantis-press.com/article/125947866/view; https://doaj.org/toc/1876-4401

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Spatial-Temporal Neural Network for Rice Field Classification from SAR Images

Authors: Yang-Lang Chang, Tan-Hsu Tan, Tsung-Hau Chen, Joon Huang Chuah, Lena Chang, Meng-Che Wu, Narendra Babu Tatini, Shang-Chih Ma, Mohammad Alkhaleefah

Source: Remote Sensing, Vol 14, Iss 8, p 1929 (2022)

Subject Terms: convolutional long short-term memory network, rice field classification, Sentinel-1A SAR images, spatial-temporal neural network, Science

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Relation: https://www.mdpi.com/2072-4292/14/8/1929; https://doaj.org/toc/2072-4292

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SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection

Authors: Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Fady Alnajjar, Luqman Ali, Tan-Hsu Tan, Jun-Wei Hsieh, Ping-Yang Chen

Source: Sensors, Vol 22, Iss 6, p 2315 (2022)

Subject Terms: YOLOv3, YOLOv4 YOLOv5, YOLOR, safety helmet, SHEL5K, object detection, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/22/6/2315; https://doaj.org/toc/1424-8220

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Consolidated Convolutional Neural Network for Hyperspectral Image Classification

Authors: Yang-Lang Chang, Tan-Hsu Tan, Wei-Hong Lee, Lena Chang, Ying-Nong Chen, Kuo-Chin Fan, Mohammad Alkhaleefah

Source: Remote Sensing, Vol 14, Iss 7, p 1571 (2022)

Subject Terms: consolidated convolutional neural network, hyperspectral image classification, high performance computing, image augmentation, principal component analysis, Science

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Relation: https://www.mdpi.com/2072-4292/14/7/1571; https://doaj.org/toc/2072-4292

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Sound Source Localization Using a Convolutional Neural Network and Regression Model

Authors: Tan-Hsu Tan, Yu-Tang Lin, Yang-Lang Chang, Mohammad Alkhaleefah

Source: Sensors, Vol 21, Iss 23, p 8031 (2021)

Subject Terms: deep learning, sound source localization, convolutional neural network, regression model, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/23/8031; https://doaj.org/toc/1424-8220

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Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN

Authors: Tan-Hsu Tan, Luubaatar Badarch, Wei-Xiang Zeng, Munkhjargal Gochoo, Fady S. Alnajjar, Jun-Wei Hsieh

Source: Sensors, Vol 21, Iss 16, p 5371 (2021)

Subject Terms: privacy-preserving, device-free, long short-term memory, previous activity, begin time-stamp, convolutional neural network, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/16/5371; https://doaj.org/toc/1424-8220

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Towards Privacy-Preserved Aging in Place: A Systematic Review

Authors: Munkhjargal Gochoo, Fady Alnajjar, Tan-Hsu Tan, Sumayya Khalid

Source: Sensors, Vol 21, Iss 9, p 3082 (2021)

Subject Terms: elderly, independent living, privacy-preserving, smart homes, sensors, unobtrusive, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/9/3082; https://doaj.org/toc/1424-8220

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Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network

Authors: Tan-Hsu Tan, Jin-Hao Hus, Shing-Hong Liu, Yung-Fa Huang, Munkhjargal Gochoo

Source: Sensors, Vol 21, Iss 9, p 3112 (2021)

Subject Terms: linear-map convolutional neural network, direct acyclic graph, action recognition, spatial feature, temporal feature, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/9/3112; https://doaj.org/toc/1424-8220

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Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors

Authors: Tan-Hsu Tan, Munkhjargal Gochoo, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo

Source: IEEE Access, Vol 5, Pp 10734-10743 (2017)

Subject Terms: Binary sensors, device-free, elderly monitoring, front-door events, forget event, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/7938620/; https://doaj.org/toc/2169-3536

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