Albert Christian

Hi, my name Albert Christian. I am PhD Candidate in the Dept of Electrical Engineering and Computer Science at National Chiao Tung University in Taiwan.   Currently I associated in two lab in National Chiao Tung University, First is High-Speed Communication & Computing Laboratory (HSCC Lab), advised by Prof. Yu-Chee Tseng. Second is Mobile and Ubiquitous Interaction Lab (MUI Lab), advised by Prof. Yung-Ju (Stanley) Chang. My research interests are Context-Aware computing, Internet of Things (IoT),  Human-AI Inteaction, and
Human-Computer Interaction (HCI). I am currently exploring how AI can be implemented to personalize the object by using data-fusion, such as  person identification, object recognition, and behavior analysis.
I received  a Bachelor's degree from Dept. of Computer Science in 2014 from Soegijapranata Catholic University, Indonesia advised by Prof. Ridwan Sanjaya. Then, I earned Master's degree from Chang Gung University, Taiwan in 2017 advised by Prof. Shih-Lin Wu.
I truly believe that Great things are done by a series of small things brought together, so I really love to know new people and meet new friends.
For more details, please check my CV

What I Do

Context-Aware Computing

My research area focusing on computer operation that anticipates cases in specific situations, whether it is indoors or outdoors, on manufacturing floors or in offices, or in any other kind of situation where a person relies on a piece of hardware to complete a task.

Internet of Things

My research area focusing on the communication of the devices

Human-Computer Interaction (HCI)

I do research the design and use of computer technology, focused on the interfaces between people (users) and computers.

Human AI Interaction

I study how to smoothen and sustain the interaction between humans and intelligent agents including chatbots, voice assistants, robots, and context-aware devices.

Project Handler

Publication

Keep your head in the Clouds and your feet on the Ground

2022

Radar and Camera Fusion for Object Forecasting in Driving Scenarios

A. B. Christian, Wu, Y. H., Lin, C. Y., Van, L. D., & Tseng, Y. C. "Radar and Camera Fusion for Object Forecasting in Driving Scenarios" in 15th IEEE International Symposium on Embedded Multicore/Manycore (MCSoC). 2022.

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

A. B. Christian, Lin, C. Y., Van, L. D., & Tseng, Y. C. “Accuracy-Time Efficient Hyperparameter Optimization Using Actor-Critic-Based Reinforcement Learning and Early Stopping in OpenAI Gym Environment” in IEEE International Conference on Internet of Things and Intelligence System (IoTaIS). 2022.

2021

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

A. B. Christian, Lin, C. Y., Van, L. D., & Tseng, Y. C. "Data Fusion Driven Lane-level Precision Data Transmission for V2X Road Applications" in 14th IEEE International Symposium on Embedded Multicore/Manycore (MCSoC). 2021.

2020

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

A.B. Christian, C.Y. Lin, C.W. Lee, L.D. Van, Y. C. Tseng, “A Neural Network-based Multisensor Data Fusion Approach for Enabling Situational Awareness of Vehicles” In International Conference on Pervasive Artificial Intelligence (ICPAI). 2020.

Before 2020

A New Online Charging System Based on Context of Mobile Users

A.B. Christian, C.W. Wu, W.H. Hu, Y.J. Chang, Y. C. Tseng, “A New Online Charging System Based on Context of Mobile Users” In 2019 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) (pp. 1-2). 2019.

Applying Shapelet-based Decision Tree for Hand Gesture Recognition

Cheng-Wei Wu, Nyoto Arif Wibowo, Manu Tiwari, Albert Christian, Yu-Chee Tseng. In The 17th Outlying Island Information Technology and Application: Proceedings: Penghu, Taiwan, May 25-27, 2018. National Penghu University of Science and Technology, 2018.

[Poster:] Eye On You: Fusing Gesture Data from Depth Camera and Inertial Sensors for Person Identification

Chang, W. C., Wu, C. W., Tsai, Christian, A., Chang, Y.J., R. Y. C., Lin, K. C. J., & Tseng, Y. C. (2018, August). [Poster] Eye on You: Fusing Gesture Data from Depth Camera and Inertial Sensors for Person Identification. In 2018 Taiwan Conference on Human Factors In Computing System (TAICHI).

Analyzing user emotions via physiology signals

Myroniv, B., Wu, C. W., Ren, Y., Christian, A., Bajo, E., & Tseng, Y. C. (2017). In Data Sci Pattern Recog, 1(2), 11-25.

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

Christian, Albert Budi, Lokesh Sharma, and Shih-Lin Wu. In 3rd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (CyberSciTech). IEEE, 2017.

Pemanfaatan Portal Web" Indonesian Wayang Network" untuk Eksistensi Kesenian Wayang Kulit

Budi Christian, Albert, and Ridwan Sanjaya. In National Undergraduate Student Seminar on Computer Science (2012): 13-18.

Utilizing Social Media for Cultural Education in Indonesia (Journal Version).

Budi Christian, Albert, and Ridwan Sanjaya. In The International Journal of the Computer, the Internet and Management 21.1 (2013): 8-12.

Utilization of Social media for Wayang Preservation in Globalization Era

Kurniawan, Ferdinand Budi, Albert Budi Christian, and Tjioe Stephanie Chandra Gunawan. "National Undergraduate Student Seminar on CULTURE & INTERNATIONAL LANGUAGE (CIL):" Actualizing Ourselves as a Part of Global Society through Local Culture and National Identity"." (2012).

Reviving the Existence of Indonesian Shadow Puppet Art through Young Generation Interest

Christian, Albert Budi, Ferdinand Budi Kurniawan, and Tjioe Stephanie Chandra Gunawan. "National Undergraduate Student Seminar on CULTURE & INTERNATIONAL LANGUAGE (CIL):" Actualizing Ourselves as a Part of Global Society through Local Culture and National Identity"." (2012).

Utilizing Social Media for Cultural Education in Indonesia.

Christian, Albert Budi and Ridwan Sanjaya. The International Conference on Elearning for Knowledge-Based Society: Proceedings: Bangkok, Thailand, December 13-14, 2012. Assumption University Press, 2012.

Project

Analyzing User Emotions via Physiology Signals

Analyzing User Emotions via Physiology Signals

Research-Based Portfolio
AED: adaptive energy-efficient data transmission scheme for heart disease detection

AED: adaptive energy-efficient data transmission scheme for heart disease detection

Research-Based Portfolio
FINIC: Find Clinic Application

FINIC: Find Clinic Application

Project-based portfolios
3D Communication Network Technology and Its Application in Smart Campus

3D Communication Network Technology and Its Application in Smart Campus

Research-Based Portfolio
Core Technology and Application Development Based on M2M Networking

Core Technology and Application Development Based on M2M Networking

Research-Based Portfolio
Hate Speech Mapper

Hate Speech Mapper

Project-based portfolios

Resume

Do practical things and keep things real!

Education

2009-2014
Soegijapranata Catholic University, Indonesia

Bachelor of Computer Science (B.Comp.)

Graduated with Honors in Computer Science. Thesis titled "Hangeul Optical Character Recognition on JPEG File".

2013
Handong Global University, South Korea

Global Leadership Student

During Spring 2013, I had chance to do exchange student in South Korea, precisely in Handong Global University, Pohang, South Korea.

2015-2017
Chang Gung University, Taiwan

Master of Science (M.S.)

I joined in HSNL (High Speed Network Laboratory) lab and have responsibilities to do a research and work as team in the project. My research area is in Signal Processing, Medical Instrumental Programming and Internet of Things.

2017
National Chiao Tung University

PhD Candidate

Currently join in HSCC Lab, advised by Prof. Yu-Chee Tseng and member of MUI Lab, advised by Prof. Ying-Ju Chang from National Chiao Tung University, Taiwan

Experience

2017 - Current
National Chiao Tung University

Research Assistant

Supported Prof. Yu-Chee Tseng and research of the HSCC Lab from Ministry of Science and Technology Taiwan and Chunghwa Telecom Laboratory, such as Core Technology and Application Development based on M2M Networking, 3D Communication network technology and its application in Smart Campus. For more details, it will be put in Project Section

2015 - 2017
Chang Gung University

Research Assistant

Supported Prof. Shih-Lin Wu and research of the HSNL (High Speed Network Laboratory) lab which is focused on Medical Instrumental Programming, especially in PPG(Photoplethysmogram), the project is related to create an energy-efficient of continous context sensing method for prevention of vicious heart disease in the Smart Wristband.

2014 - 2015
Inlight Trisula

Junior Programmer

I worked in advertising consultant that work to elevate the idea to make it sharper and brighter. The advertising specialty are: Branding Discovery, Packaging Design, Advertising Campaign, Website Development, Augmented Reality, and many more. In this company I have responsibilities to make a project in field of Information Technology.

Industry Knowledge

Internet of Things

90%

Human-Computer Interaction

85%

Context-Aware Computing

80%

Artificial Intelligence

80%

Machine Learning

75%

Deep Learning

75%

Coding Skills

Java

90%

PHP

95%

Python

80%

Javascript

80%

HTML / CSS

100%

Node JS

85%

Language Skill

Bahasa (Native)

100%

Javanese (Native)

100%

English

97%

Chinese

30%

Korea

20%

Blog

Why not change the world?

Opinion

Life doesn't get easier, you just get stronger

Kreasi Wayang Lewat Internet

Published at "Suara Merdeka", June 12th, 2012

E-Learning lebih Pro Lingkungan

Published at "Suara Merdeka", September 3rd, 2011

Wayang dan Teknologi Informasi

Published at “Suara Merdeka” August 2, 2011.

Contact

Get in Touch

albertgeez

National Chiao Tung University

+886-3-5712121 ext: 54821

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