• 337 Citations
  • 7 h-Index
20012019
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Personal profile

Education

  • 2010 PhD, Computer Science and Information Engineering, The Ohio State University

Research Interests

  • Algorithm Design and Analysis
  • Mobile Computing
  • Smart Grids
  • Social Networks and Recommender Systems
  • Wireless Sensor Networks

Experience

  • 2013/02~ present Assistant Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University

Fingerprint Dive into the research topics where Ren-Shiou Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 28 Similar Profiles
Sensor networks Engineering & Materials Science
Mobile computing Engineering & Materials Science
Energy harvesting Engineering & Materials Science
Wireless sensor networks Engineering & Materials Science
Recommender systems Engineering & Materials Science
Power generation Engineering & Materials Science
Quality of service Engineering & Materials Science
Electricity Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2013 2017

智慧家居再生能源管理方法之研究

Liu, R.

16-08-0117-07-31

Project: Research project

線上推薦系統於商品規劃之應用與研究

Liu, R.

14-08-0115-07-31

Project: Research project

智慧電網下工業用電管理與排程之研究

Liu, R.

13-08-0114-07-31

Project: Research project

Research Output 2001 2019

  • 337 Citations
  • 7 h-Index
  • 6 Article
  • 4 Conference contribution

Reducing Signal Overload by Disconnection Tolerant Voice Service in Heterogeneous Networks

Lin, C. Y., Chang, H. L., Wu, M. T., Cai, Y. Z., Wang, Y. T., Chen, L. A., Tsai, M-H. & Liu, R-S., 2019 Jan 1, In : IEEE Access. 7, p. 332-346 15 p., 8565853.

Research output: Contribution to journalArticle

Wi-Fi
Heterogeneous networks
Long Term Evolution (LTE)
Analytical models
Internet protocols
9 Citations (Scopus)
Power generation
Electricity
Costs
Renewable energy resources
Solar system
7 Citations (Scopus)
Smart Grid
Electricity
Power generation
Game
Battery
3 Citations (Scopus)

Improving Recommendation Accuracy by Considering Electronic Word-of-Mouth and the Effects of Its Propagation Using Collective Matrix Factorization

Liu, R-S. & Yang, T. C., 2016 Oct 11, Proceedings - 2016 IEEE 14th International Conference on Dependable, Autonomic and Secure Computing, DASC 2016, 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing, PICom 2016, 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing, DataCom 2016 and 2016 IEEE Cyber Science and Technology Congress, CyberSciTech 2016, DASC-PICom-DataCom-CyberSciTech 2016. Wang, K. I-K., Jin, Q., Bhuiyan, M. Z. A., Zhang, Q. & Hsu, C-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 696-703 8 p. 7588922. (Proceedings - 2016 IEEE 14th International Conference on Dependable, Autonomic and Secure Computing, DASC 2016, 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing, PICom 2016, 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing, DataCom 2016 and 2016 IEEE Cyber Science and Technology Congress, CyberSciTech 2016, DASC-PICom-DataCom-CyberSciTech 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Recommender systems
Sales
History
Experiments
82 Citations (Scopus)

Perpetual and fair data collection for environmental energy harvesting sensor networks

Liu, R-S., Fan, K. W., Zheng, Z. & Sinha, P., 2011 Aug 1, In : IEEE/ACM Transactions on Networking. 19, 4, p. 947-960 14 p., 5643974.

Research output: Contribution to journalArticle

Energy harvesting
Parallel algorithms
Sensor networks
Solar energy
Wind power

Thesis

A Hybrid Recommendation Model Based on Probabilistic Matrix Factorization and Sentiment Analysis

Author: 怡倫, 吳., 2016 Aug 22

Supervisor: Liu, R. (Supervisor)

Student thesis: Master's Thesis

Demand Side Management for Smart Grids with Distributed Uncertain Generation Using Two-Stage Robust Optimization

Author: 宇鋒, 徐., 2016 Aug 4

Supervisor: Liu, R. (Supervisor)

Student thesis: Master's Thesis

以兩階段穩健最佳化求解百合花種植及分配管理

Author: 原銘, 梁., 2018 Jan 18

Supervisor: Liu, R. (Supervisor)

Student thesis: Master's Thesis

以深度學習方法結合個人隱含特徵與打卡紀錄做社群網路連結預測

Author: 柏欣, 吳., 2018 Jul 20

Supervisor: Liu, R. (Supervisor)

Student thesis: Master's Thesis

可充電無線感測網路下同時考慮再生能源管理與傳輸效率之資料收集樹建立方法

Author: 昭典, 吳., 2018 Aug 1

Supervisor: Liu, R. (Supervisor)

Student thesis: Master's Thesis