Albert Christian

Category: Publication

  • Personal Milestone: My First Intellectual Property (IP) Registration

    Personal Milestone: My First Intellectual Property (IP) Registration

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    I’m grateful to share that our work has been officially registered under an Intellectual Property (Copyright) Certificate. Title of the Work: “A Practical Guide to Implementing a Community-Based Model for Revitalizing Entrepreneurship among East Sumba Weavers” This marks my first registered IP, and it carries special meaning for me—not only as an academic achievement, but…

  • AED: Adaptive Energy-Efficient Data Transmission Scheme for Heart Disease Detection

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    Authors: Albert Budi Christian; Lokesh Sharma; Shih-Lin Wu Publication Date: April 2, 2018 (Conference held: 06–10 November 2017) Conference: 2017 IEEE 15th International Conference on Dependable, Autonomic and Secure Computing (DASC / PiCom / DataCom / CyberSciTech) Orlando, Florida, USA Abstract: This paper proposes an Adaptive Energy-efficient Data transmission (AED) scheme designed for next-generation wearable…

  • A New Online Charging System Based on Context of Mobile Users

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    Authors: Albert Budi Christian; Cheng-Wei Wu; Wan-Hsun Hu; Yung-Ju Chang; Yu-Chee Tseng Publication Date: February 13, 2020 (Conference held: 20–22 May 2019) Conference: 2019 IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW) Yilan, Taiwan Abstract: This paper investigates commercial applications built on top of Software-Defined Networking (SDN) and Network Functions Virtualization (NFV) architectures by…

  • A Neural Network-based Multisensor Data Fusion Approach for Enabling Situational Awareness of Vehicles

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    Authors: Albert Budi Christian; Chih-Yu Lin; Cheng-Wei Lee; Lan-Da Van; Yu-Chee Tseng Publication Date: December 30, 2020 (Conference held: 03–05 December 2020) Conference: 2020 International Conference on Pervasive Artificial Intelligence (ICPAI) Taipei, Taiwan Abstract: This paper proposes a neural network–based multisensor data fusion framework to enhance situational awareness for autonomous and connected vehicles in V2V…

  • Data Fusion Driven Lane-level Precision Data Transmission for V2X Road Applications

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    Authors: Albert Budi Christian; Chih-Yu Lin; Lan-Da Van; Yu-Chee Tseng Publication Date: February 4, 2022 (Conference held: 20–23 December 2021) Conference: 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) Singapore, Singapore Abstract: This paper proposes a data fusion–driven lane-level precision data transmission system for V2X road applications, aiming to deliver targeted information only…

  • Accuracy-Time Efficient Hyperparameter Optimization Using Actor-Critic-based Reinforcement Learning and Early Stopping in OpenAI Gym Environment

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    Authors: Albert Budi Christian; Chih-Yu Lin; Yu-Chee Tseng; Lan-Da Van; Wan-Hsun Hu; Chia-Hsuan Yu Publication Date: December 13, 2022 (Conference held: 24–26 November 2022) Conference: 2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) Bali, Indonesia Abstract: This paper presents an accuracy-time efficient hyperparameter optimization (HPO) framework using advantage actor-critic (A2C)-based reinforcement…

  • Radar and Camera Fusion for Object Forecasting in Driving Scenarios

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    Authors: Albert Budi Christian; Yu-Hsuan Wu; Chih-Yu Lin; Lan-Da Van; Yu-Chee Tseng Publication Date: January 16, 2023 (Conference held: 19–22 December 2022) Conference: 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) Penang, Malaysia Abstract: This paper proposes a multi-stage sensor fusion architecture that combines camera and radar data for object trajectory prediction in real-world…

  • Analyzing user emotions via physiology signals

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    Authors: Bohdan Myroniv, Cheng-Wei Wu, Yi Ren, Albert Christian, Ensa Bajo, Yu-Chee Tseng Publication date: 2017/12 Journal: Data Science and Pattern Recognition Abstract: Recently some studies have shown that the major influential factor of our health is not only physical activities, but the states of our emotion that we experience through our daily life, which…