Huamin Ren

Scientific Publications

• Jensen, Markus Wiik, Ren, Huamin & Shalaginov, Andrii (2024). Day-ahead Electricity Price Forecasting of Elspot markets in Norway. International Academy, Research and Industry Association (IARIA). ISBN 978-1-68558-139-8.
• Ren, Huamin, Liu, Yajie & Paudel, Keshav Prasad (2023). Cod Catch Forecasting through Machine Learning Algorithms at the Haul Level. I Sehring, Hans-Werner, Chan, Steven, Caicedo-Castro, Isaac, Zhukov, Arcady & Sterritt, Roy (red.) IARIA Congress 2023 : The 2023 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications. International Academy, Research and Industry Association (IARIA). ISBN 978-1-68558-089-6. p 123-128.
• Ren, Huamin, Su, Xiaomeng, Jenssen, Robert, Li, Jingyue & Anfinsen, Stian Normann (2022). Attention-guided Temporal Convolutional Network for Non-intrusive Load Monitoring. I IEEE SmartGridComm 2022, . (red.) 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids - SmartGridComm. IEEE (Institute of Electrical and Electronics Engineers). ISBN 978-1-6654-3254-2. p 419-425. doi:
  10.1109/SmartGridComm52983.2022.9960976
• Ren, Huamin, Bianchi, Filippo Maria, Li, Jingyue, Olsen, Rasmus L., Jenssen, Robert & Anfinsen, Stian Normann (2021). Towards Applicability: A Comparative Study on Non-Intrusive Load Monitoring Algorithms. I Pack, Sangheon (red.) Proceeding of the 2021 IEEE International Conference on Consumer Electronics (ICCE). IEEE conference proceedings. ISBN 978-1-7281-9766-1. doi:
  10.1109/ICCE50685.2021.9427652
• Ren, Huamin, Nattiya, Kanhabua, Møgelmose, Andreas, Liu, Weifeng, Kulkarni, Kaustubh, Escalera, Sergio, Baro, Xavier & Moeslund, Thomas B. (2018). Back-Dropout Transfer Learning for Action Recognition. IET Computer Vision. ISSN 1751-9632. 12 (4) p 484-491.
• Ren, Huamin, Pan, Hong, Olsen, Søren Ingvor, Jensen, Morten Bornø & Moeslund, Thomas B. (2016). An in-depth study of sparse codes on abnormality detection. IEEE conference proceedings. ISBN 978-1-5090-3811-4.
• Ren, Huamin, Liu, Weifeng, Olsen, Søren Ingvor, Escalera, Sergio & Moeslund, Thomas B. (2015). Unsupervised behavior-specific dictionary learning for abnormal event detection. The British Machine Vision Association (BMVA) Press. ISBN 978-1-901725-36-0.
• Ren, Huamin & Moeslund, Thomas B. (2014). Abnormal event detection using local sparse representation. IEEE Computer Society Digital Library. ISBN 978-1-4799-4871-0.
• Ren, Huamin & Moeslund, Thomas B. (2014). Action recognition using salient neighboring histograms. IEEE Computer Society Digital Library. ISBN 978-1-4799-2341-0.
• Ren, Huamin, Moeslund, Thomas B. & Ramampiaro, Heri (2013). Small Vocabulary with Saliency Matching for Video Copy Detection. SciTePress. ISBN 978-989-8565-48-8.
• Have, Simon Hartmann, Ren, Huamin & Moeslund, Thomas (2013). Real-time Multiple Abnormality Detection in Video Data. SciTePress. ISBN 978-989-8565-48-8.
• Ren, Huamin, Ramampiaro, Heri, Zhang, Yongdong & Lin, Shouxun (2012). An incremental clustering based codebook construction in video copy detection. IEEE Computer Society Digital Library. ISBN 978-1-4673-1830-3.

• 2021 - now
  Associate professor
  Kristiania University College
• 2019 - 2021
  Researcher
  UiT
• 2017 - 2019
  Senior data scientist
  Inmeta Consulting AS

• 2013 - 2016
  Ph.D. in machine learning and computer vision
  Aalborg University
• 2003 - 2006
  Master of computer science
  China University of Petroleum