6 citations · 9 across the 5 of their papers we have counts for
7 papers
SEGSys: A mapping system for segmentation analysis in energy
Xiufeng Liu, Rongling Li, Yi Wang +1
Customer segmentation analysis can give valuable insights into the energy efficiency of residential buildings. This paper presents a mapping system, SEGSys that enables segmentatio…
: Visual Exploration of Spatiotemporal Energy Demand
Junqi Wu, Zhibin Niu, Jing Wu +2
Understanding demand-side energy behaviour is critical for making efficiency responses for energy demand management. We worked closely with energy experts and identified the key el…
A Spark ML driven preprocessing approach for deep learning based scholarly data applications
Samiya Khan, Xiufeng Liu, Mansaf Alam
Big data has found applications in multiple domains. One of the largest sources of textual big data is scientific documents and papers. Big scholarly data have been used in numerou…
Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas
Samiya Khan, Xiufeng Liu, Syed Arshad Ali +1
Big data systems development is full of challenges in view of the variety of application areas and domains that this technology promises to serve. Typically, fundamental design dec…
Storage Solutions for Big Data Systems: A Qualitative Study and Comparison
Samiya Khan, Xiufeng Liu, Syed Arshad Ali +1
Big data systems development is full of challenges in view of the variety of application areas and domains that this technology promises to serve. Typically, fundamental design dec…
A Hybrid ICT-Solution for Smart Meter Data Analytics
Xiufeng Liu, Per Sieverts Nielsen
Smart meters are increasingly used worldwide. Smart meters are the advanced meters capable of measuring energy consumption at a fine-grained time interval, e.g., every 15 minutes.…